Full Code of Tencent/WeKnora for AI

gitextract_4npghok9/

├── .env.example
├── .gitignore
├── CHANGELOG.md
├── LICENSE
├── Makefile
├── README.md
├── README_CN.md
├── README_JA.md
├── README_KO.md
├── SECURITY.md
├── VERSION
├── client/
│   ├── README.md
│   ├── README_EN.md
│   ├── agent.go
│   ├── agent_manage.go
│   ├── chunk.go
│   ├── client.go
│   ├── evaluation.go
│   ├── example.go
│   ├── faq.go
│   ├── go.mod
│   ├── go.sum
│   ├── initialization.go
│   ├── knowledge.go
│   ├── knowledgebase.go
│   ├── mcp_service.go
│   ├── message.go
│   ├── model.go
│   ├── organization.go
│   ├── session.go
│   ├── skill.go
│   ├── system.go
│   ├── tag.go
│   ├── tenant.go
│   └── web_search.go
├── cmd/
│   └── download/
│       └── duckdb/
│           └── duckdb.go
├── config/
│   ├── builtin_agents.yaml
│   ├── config.yaml
│   └── prompt_templates/
│       ├── agent_system_prompt.yaml
│       ├── context_template.yaml
│       ├── fallback.yaml
│       ├── generate_questions.yaml
│       ├── generate_session_title.yaml
│       ├── generate_summary.yaml
│       ├── graph_extraction.yaml
│       ├── keywords_extraction.yaml
│       ├── rewrite.yaml
│       └── system_prompt.yaml
├── dataset/
│   ├── README
│   ├── README_zh.md
│   ├── qa_dataset.py
│   └── samples/
│       ├── answers.parquet
│       ├── corpus.parquet
│       ├── qas.parquet
│       ├── qrels.parquet
│       └── queries.parquet
├── docker/
│   ├── Dockerfile.app
│   ├── Dockerfile.docreader
│   ├── Dockerfile.sandbox
│   └── config/
│       └── supervisord.conf
├── docker-compose.dev.yml
├── docker-compose.yml
├── docreader/
│   ├── Makefile
│   ├── README.md
│   ├── client/
│   │   ├── client.go
│   │   └── client_test.go
│   ├── config.py
│   ├── main.py
│   ├── models/
│   │   ├── __init__.py
│   │   ├── document.py
│   │   └── read_config.py
│   ├── ocr/
│   │   ├── __init__.py
│   │   ├── base.py
│   │   ├── paddle.py
│   │   └── vlm.py
│   ├── parser/
│   │   ├── __init__.py
│   │   ├── base_parser.py
│   │   ├── chain_parser.py
│   │   ├── doc_parser.py
│   │   ├── docx2_parser.py
│   │   ├── docx_parser.py
│   │   ├── excel_parser.py
│   │   ├── image_parser.py
│   │   ├── markdown_parser.py
│   │   ├── markitdown_parser.py
│   │   ├── parser.py
│   │   ├── pdf_parser.py
│   │   ├── registry.py
│   │   ├── storage.py
│   │   └── web_parser.py
│   ├── proto/
│   │   ├── docreader.pb.go
│   │   ├── docreader.proto
│   │   ├── docreader_grpc.pb.go
│   │   ├── docreader_pb2.py
│   │   ├── docreader_pb2.pyi
│   │   └── docreader_pb2_grpc.py
│   ├── pyproject.toml
│   ├── scripts/
│   │   ├── download_deps.py
│   │   └── generate_proto.sh
│   ├── splitter/
│   │   ├── header_hook.py
│   │   └── splitter.py
│   ├── testdata/
│   │   ├── test.html
│   │   ├── test.md
│   │   ├── test.txt
│   │   └── test_download.txt
│   └── utils/
│       ├── __init__.py
│       ├── endecode.py
│       ├── request.py
│       ├── split.py
│       └── tempfile.py
├── docs/
│   ├── BUILTIN_MCP_SERVICES.md
│   ├── BUILTIN_MODELS.md
│   ├── IM集成开发文档.md
│   ├── KnowledgeGraph.md
│   ├── MCP功能使用说明.md
│   ├── QA.md
│   ├── ROADMAP.md
│   ├── WeKnora.md
│   ├── agent-skills.md
│   ├── api/
│   │   ├── README.md
│   │   ├── agent.md
│   │   ├── chat.md
│   │   ├── chunk.md
│   │   ├── evaluation.md
│   │   ├── faq.md
│   │   ├── initialization.md
│   │   ├── knowledge-base.md
│   │   ├── knowledge-search.md
│   │   ├── knowledge.md
│   │   ├── mcp-service.md
│   │   ├── message.md
│   │   ├── model.md
│   │   ├── organization.md
│   │   ├── session.md
│   │   ├── skill.md
│   │   ├── system.md
│   │   ├── tag.md
│   │   ├── tenant.md
│   │   └── web-search.md
│   ├── docs.go
│   ├── swagger.json
│   ├── swagger.yaml
│   ├── 使用其他向量数据库.md
│   ├── 共享空间说明.md
│   ├── 开发指南.md
│   ├── 开启知识图谱功能.md
│   └── 快速开发模式说明.md
├── examples/
│   └── skills/
│       ├── README.md
│       └── pdf-processing/
│           ├── FORMS.md
│           ├── SKILL.md
│           └── scripts/
│               ├── analyze_form.py
│               └── extract_text.py
├── frontend/
│   ├── .gitignore
│   ├── Dockerfile
│   ├── docker-entrypoint.sh
│   ├── env.d.ts
│   ├── index.html
│   ├── nginx.conf
│   ├── package.json
│   ├── packages/
│   │   └── xlsx-0.20.2.tgz
│   ├── public/
│   │   └── config.js
│   ├── src/
│   │   ├── App.vue
│   │   ├── api/
│   │   │   ├── agent/
│   │   │   │   └── index.ts
│   │   │   ├── auth/
│   │   │   │   └── index.ts
│   │   │   ├── chat/
│   │   │   │   ├── index.ts
│   │   │   │   └── streame.ts
│   │   │   ├── chat-history.ts
│   │   │   ├── initialization/
│   │   │   │   └── index.ts
│   │   │   ├── knowledge-base/
│   │   │   │   └── index.ts
│   │   │   ├── mcp-service.ts
│   │   │   ├── model/
│   │   │   │   └── index.ts
│   │   │   ├── organization/
│   │   │   │   └── index.ts
│   │   │   ├── retrieval.ts
│   │   │   ├── skill/
│   │   │   │   └── index.ts
│   │   │   ├── system/
│   │   │   │   └── index.ts
│   │   │   ├── tenant/
│   │   │   │   └── index.ts
│   │   │   └── web-search.ts
│   │   ├── assets/
│   │   │   ├── dropdown-menu.less
│   │   │   ├── fonts.css
│   │   │   └── theme/
│   │   │       └── theme.css
│   │   ├── components/
│   │   │   ├── AgentAvatar.vue
│   │   │   ├── AgentSelector.vue
│   │   │   ├── AgentShareSettings.vue
│   │   │   ├── FAQTagTooltip.vue
│   │   │   ├── IMChannelPanel.vue
│   │   │   ├── Input-field.vue
│   │   │   ├── KnowledgeBaseSelector.vue
│   │   │   ├── ListSpaceSidebar.vue
│   │   │   ├── MentionSelector.vue
│   │   │   ├── ModelEditorDialog.vue
│   │   │   ├── ModelSelector.vue
│   │   │   ├── PromptTemplateSelector.vue
│   │   │   ├── ShareKnowledgeBaseDialog.vue
│   │   │   ├── SpaceAvatar.vue
│   │   │   ├── TenantSelector.vue
│   │   │   ├── UserMenu.vue
│   │   │   ├── css/
│   │   │   │   ├── chat-message-shared.less
│   │   │   │   └── markdown.less
│   │   │   ├── doc-content.vue
│   │   │   ├── document-preview.vue
│   │   │   ├── empty-knowledge.vue
│   │   │   ├── manual-knowledge-editor.vue
│   │   │   ├── menu.vue
│   │   │   ├── picture-preview.vue
│   │   │   └── upload-mask.vue
│   │   ├── composables/
│   │   │   └── useTheme.ts
│   │   ├── hooks/
│   │   │   ├── useKnowledgeBase.ts
│   │   │   └── useKnowledgeBaseCreationNavigation.ts
│   │   ├── i18n/
│   │   │   ├── index.ts
│   │   │   └── locales/
│   │   │       ├── en-US.ts
│   │   │       ├── ko-KR.ts
│   │   │       ├── ru-RU.ts
│   │   │       └── zh-CN.ts
│   │   ├── main.ts
│   │   ├── router/
│   │   │   └── index.ts
│   │   ├── stores/
│   │   │   ├── auth.ts
│   │   │   ├── knowledge.ts
│   │   │   ├── menu.ts
│   │   │   ├── organization.ts
│   │   │   ├── settings.ts
│   │   │   └── ui.ts
│   │   ├── types/
│   │   │   └── tool-results.ts
│   │   ├── utils/
│   │   │   ├── caret.ts
│   │   │   ├── chatMessageShared.ts
│   │   │   ├── index.ts
│   │   │   ├── mermaidShared.ts
│   │   │   ├── mermaidViewer.ts
│   │   │   ├── request.ts
│   │   │   ├── security.ts
│   │   │   └── tool-icons.ts
│   │   └── views/
│   │       ├── agent/
│   │       │   ├── AgentEditorModal.vue
│   │       │   └── AgentList.vue
│   │       ├── auth/
│   │       │   └── Login.vue
│   │       ├── chat/
│   │       │   ├── components/
│   │       │   │   ├── AgentStreamDisplay.vue
│   │       │   │   ├── ToolResultRenderer.vue
│   │       │   │   ├── botmsg.vue
│   │       │   │   ├── deepThink.vue
│   │       │   │   ├── docInfo.vue
│   │       │   │   ├── sendMsg.vue
│   │       │   │   ├── tool-results/
│   │       │   │   │   ├── ChunkDetail.vue
│   │       │   │   │   ├── ContentPopup.vue
│   │       │   │   │   ├── DatabaseQuery.vue
│   │       │   │   │   ├── DocumentInfo.vue
│   │       │   │   │   ├── GraphQueryResults.vue
│   │       │   │   │   ├── GrepResults.vue
│   │       │   │   │   ├── KnowledgeBaseList.vue
│   │       │   │   │   ├── PlanDisplay.vue
│   │       │   │   │   ├── RelatedChunks.vue
│   │       │   │   │   ├── SearchResults.vue
│   │       │   │   │   ├── ThinkingDisplay.vue
│   │       │   │   │   ├── WebFetchResults.vue
│   │       │   │   │   ├── WebSearchResults.vue
│   │       │   │   │   └── tool-results.less
│   │       │   │   └── usermsg.vue
│   │       │   └── index.vue
│   │       ├── creatChat/
│   │       │   └── creatChat.vue
│   │       ├── knowledge/
│   │       │   ├── KnowledgeBase.vue
│   │       │   ├── KnowledgeBaseEditorModal.vue
│   │       │   ├── KnowledgeBaseList.vue
│   │       │   ├── KnowledgeSearch.vue
│   │       │   ├── components/
│   │       │   │   └── FAQEntryManager.vue
│   │       │   └── settings/
│   │       │       ├── GraphSettings.vue
│   │       │       ├── KBAdvancedSettings.vue
│   │       │       ├── KBChunkingSettings.vue
│   │       │       ├── KBModelConfig.vue
│   │       │       ├── KBParserSettings.vue
│   │       │       ├── KBShareSettings.vue
│   │       │       └── KBStorageSettings.vue
│   │       ├── organization/
│   │       │   ├── JoinOrganization.vue
│   │       │   ├── OrganizationEditorModal.vue
│   │       │   ├── OrganizationList.vue
│   │       │   └── OrganizationSettingsModal.vue
│   │       ├── platform/
│   │       │   └── index.vue
│   │       └── settings/
│   │           ├── AgentSettings.vue
│   │           ├── ApiInfo.vue
│   │           ├── ChatHistorySettings.vue
│   │           ├── GeneralSettings.vue
│   │           ├── McpSettings.vue
│   │           ├── ModelSettings.vue
│   │           ├── OllamaSettings.vue
│   │           ├── ParserEngineSettings.vue
│   │           ├── RetrievalSettings.vue
│   │           ├── Settings.vue
│   │           ├── StorageEngineSettings.vue
│   │           ├── SystemInfo.vue
│   │           ├── TenantInfo.vue
│   │           ├── WebSearchSettings.vue
│   │           └── components/
│   │               ├── McpServiceDialog.vue
│   │               └── McpTestResult.vue
│   ├── tsconfig.app.json
│   ├── tsconfig.json
│   ├── tsconfig.node.json
│   └── vite.config.ts
├── go.mod
├── go.sum
├── helm/
│   ├── Chart.yaml
│   ├── README.md
│   ├── templates/
│   │   ├── NOTES.txt
│   │   ├── _helpers.tpl
│   │   ├── app.yaml
│   │   ├── docreader.yaml
│   │   ├── frontend.yaml
│   │   ├── ingress.yaml
│   │   ├── neo4j.yaml
│   │   ├── postgres.yaml
│   │   ├── pvc.yaml
│   │   ├── redis.yaml
│   │   ├── secrets.yaml
│   │   └── serviceaccount.yaml
│   └── values.yaml
├── internal/
│   ├── agent/
│   │   ├── const.go
│   │   ├── engine.go
│   │   ├── prompts.go
│   │   ├── skills/
│   │   │   ├── integration_test.go
│   │   │   ├── loader.go
│   │   │   ├── manager.go
│   │   │   ├── skill.go
│   │   │   └── skills_test.go
│   │   └── tools/
│   │       ├── data_analysis.go
│   │       ├── data_schema.go
│   │       ├── database_query.go
│   │       ├── definitions.go
│   │       ├── final_answer.go
│   │       ├── get_document_info.go
│   │       ├── grep_chunks.go
│   │       ├── knowledge_search.go
│   │       ├── list_knowledge_chunks.go
│   │       ├── mcp_tool.go
│   │       ├── query_knowledge_graph.go
│   │       ├── registry.go
│   │       ├── sequentialthinking.go
│   │       ├── skill_execute.go
│   │       ├── skill_read.go
│   │       ├── todo_write.go
│   │       ├── tool.go
│   │       ├── web_fetch.go
│   │       └── web_search.go
│   ├── application/
│   │   ├── repository/
│   │   │   ├── agent_share.go
│   │   │   ├── chunk.go
│   │   │   ├── custom_agent.go
│   │   │   ├── kbshare.go
│   │   │   ├── knowledge.go
│   │   │   ├── knowledgebase.go
│   │   │   ├── mcp_service.go
│   │   │   ├── memory/
│   │   │   │   └── neo4j/
│   │   │   │       └── repository.go
│   │   │   ├── message.go
│   │   │   ├── model.go
│   │   │   ├── organization.go
│   │   │   ├── retriever/
│   │   │   │   ├── elasticsearch/
│   │   │   │   │   ├── structs.go
│   │   │   │   │   ├── v7/
│   │   │   │   │   │   └── repository.go
│   │   │   │   │   └── v8/
│   │   │   │   │       └── repository.go
│   │   │   │   ├── milvus/
│   │   │   │   │   ├── filter.go
│   │   │   │   │   ├── repository.go
│   │   │   │   │   └── structs.go
│   │   │   │   ├── neo4j/
│   │   │   │   │   └── repository.go
│   │   │   │   ├── postgres/
│   │   │   │   │   ├── repository.go
│   │   │   │   │   └── structs.go
│   │   │   │   ├── qdrant/
│   │   │   │   │   ├── repository.go
│   │   │   │   │   └── structs.go
│   │   │   │   ├── sqlite/
│   │   │   │   │   └── repository.go
│   │   │   │   └── weaviate/
│   │   │   │       ├── repository.go
│   │   │   │       └── structs.go
│   │   │   ├── session.go
│   │   │   ├── tag.go
│   │   │   ├── tenant.go
│   │   │   ├── tenant_disabled_shared_agent.go
│   │   │   └── user.go
│   │   └── service/
│   │       ├── agent_service.go
│   │       ├── agent_share.go
│   │       ├── chat_pipline/
│   │       │   ├── chat_completion.go
│   │       │   ├── chat_completion_stream.go
│   │       │   ├── chat_pipline.go
│   │       │   ├── chat_pipline_test.go
│   │       │   ├── common.go
│   │       │   ├── data_analysis.go
│   │       │   ├── extract_entity.go
│   │       │   ├── filter_top_k.go
│   │       │   ├── into_chat_message.go
│   │       │   ├── load_history.go
│   │       │   ├── memory.go
│   │       │   ├── merge.go
│   │       │   ├── merge_expand.go
│   │       │   ├── merge_faq.go
│   │       │   ├── merge_history.go
│   │       │   ├── merge_overlap.go
│   │       │   ├── query_expansion.go
│   │       │   ├── rerank.go
│   │       │   ├── rerank_clean_test.go
│   │       │   ├── rewrite.go
│   │       │   ├── search.go
│   │       │   ├── search_entity.go
│   │       │   ├── search_parallel.go
│   │       │   ├── stream_filter.go
│   │       │   └── tracing.go
│   │       ├── chunk.go
│   │       ├── custom_agent.go
│   │       ├── dataset.go
│   │       ├── evaluation.go
│   │       ├── extract.go
│   │       ├── file/
│   │       │   ├── cos.go
│   │       │   ├── dummy.go
│   │       │   ├── factory.go
│   │       │   ├── local.go
│   │       │   ├── minio.go
│   │       │   ├── s3.go
│   │       │   └── tos.go
│   │       ├── graph.go
│   │       ├── image_multimodal.go
│   │       ├── kbshare.go
│   │       ├── knowledge.go
│   │       ├── knowledge_manual_test.go
│   │       ├── knowledgebase.go
│   │       ├── knowledgebase_search.go
│   │       ├── knowledgebase_search_faq.go
│   │       ├── knowledgebase_search_fusion.go
│   │       ├── knowledgebase_search_results.go
│   │       ├── knowledgebase_search_shared.go
│   │       ├── llmcontext/
│   │       │   ├── compression_strategies.go
│   │       │   ├── context_manager.go
│   │       │   ├── context_manager_factory.go
│   │       │   ├── memory_storage.go
│   │       │   ├── redis_storage.go
│   │       │   └── storage.go
│   │       ├── mcp_service.go
│   │       ├── memory/
│   │       │   └── service.go
│   │       ├── message.go
│   │       ├── metric/
│   │       │   ├── bleu.go
│   │       │   ├── common.go
│   │       │   ├── map.go
│   │       │   ├── map_test.go
│   │       │   ├── mrr.go
│   │       │   ├── mrr_test.go
│   │       │   ├── ndcg.go
│   │       │   ├── precision.go
│   │       │   ├── precision_test.go
│   │       │   ├── recall.go
│   │       │   ├── recall_test.go
│   │       │   ├── rouge.go
│   │       │   └── rouge_score.go
│   │       ├── metric_hook.go
│   │       ├── model.go
│   │       ├── ocr_sanitizer.go
│   │       ├── ocr_sanitizer_test.go
│   │       ├── organization.go
│   │       ├── retriever/
│   │       │   ├── composite.go
│   │       │   ├── keywords_vector_hybrid_indexer.go
│   │       │   └── registry.go
│   │       ├── session.go
│   │       ├── session_agent_qa.go
│   │       ├── session_knowledge_qa.go
│   │       ├── session_qa_helpers.go
│   │       ├── skill_service.go
│   │       ├── tag.go
│   │       ├── tenant.go
│   │       ├── user.go
│   │       ├── web_search/
│   │       │   ├── bing.go
│   │       │   ├── bing_test.go
│   │       │   ├── duckduckgo.go
│   │       │   ├── duckduckgo_test.go
│   │       │   ├── google.go
│   │       │   ├── google_test.go
│   │       │   └── registry.go
│   │       ├── web_search.go
│   │       └── web_search_state.go
│   ├── common/
│   │   └── tools.go
│   ├── config/
│   │   └── config.go
│   ├── container/
│   │   ├── cleanup.go
│   │   └── container.go
│   ├── database/
│   │   └── migration.go
│   ├── errors/
│   │   ├── errors.go
│   │   └── session.go
│   ├── event/
│   │   ├── SUMMARY.md
│   │   ├── adapter.go
│   │   ├── event.go
│   │   ├── event_data.go
│   │   ├── example_test.go
│   │   ├── global.go
│   │   ├── middleware.go
│   │   └── usage_example.md
│   ├── handler/
│   │   ├── auth.go
│   │   ├── chunk.go
│   │   ├── custom_agent.go
│   │   ├── evaluation.go
│   │   ├── faq.go
│   │   ├── im.go
│   │   ├── initialization.go
│   │   ├── knowledge.go
│   │   ├── knowledgebase.go
│   │   ├── mcp_service.go
│   │   ├── message.go
│   │   ├── model.go
│   │   ├── organization.go
│   │   ├── session/
│   │   │   ├── agent_stream_handler.go
│   │   │   ├── handler.go
│   │   │   ├── helpers.go
│   │   │   ├── image_upload.go
│   │   │   ├── qa.go
│   │   │   ├── stream.go
│   │   │   ├── title.go
│   │   │   └── types.go
│   │   ├── skill_handler.go
│   │   ├── system.go
│   │   ├── tag.go
│   │   ├── tenant.go
│   │   └── web_search.go
│   ├── im/
│   │   ├── adapter.go
│   │   ├── cmd_clear.go
│   │   ├── cmd_help.go
│   │   ├── cmd_info.go
│   │   ├── cmd_search.go
│   │   ├── cmd_stop.go
│   │   ├── command.go
│   │   ├── command_registry.go
│   │   ├── feishu/
│   │   │   ├── adapter.go
│   │   │   └── longconn.go
│   │   ├── qaqueue.go
│   │   ├── ratelimit.go
│   │   ├── service.go
│   │   ├── slack/
│   │   │   ├── adapter.go
│   │   │   └── longconn.go
│   │   ├── stream_test.go
│   │   ├── types.go
│   │   └── wecom/
│   │       ├── longconn.go
│   │       ├── webhook_adapter.go
│   │       └── ws_adapter.go
│   ├── infrastructure/
│   │   ├── chunker/
│   │   │   ├── splitter.go
│   │   │   └── splitter_test.go
│   │   └── docparser/
│   │       ├── builtin_converter.go
│   │       ├── engine_registry.go
│   │       ├── grpc_parser.go
│   │       ├── helpers.go
│   │       ├── http_parser.go
│   │       ├── image_resolver.go
│   │       ├── image_resolver_test.go
│   │       ├── mineru_cloud_converter.go
│   │       ├── mineru_converter.go
│   │       └── resolve_remote_images_test.go
│   ├── logger/
│   │   └── logger.go
│   ├── mcp/
│   │   ├── client.go
│   │   ├── errors.go
│   │   ├── manager.go
│   │   └── types.go
│   ├── middleware/
│   │   ├── auth.go
│   │   ├── error_handler.go
│   │   ├── language.go
│   │   ├── logger.go
│   │   ├── recovery.go
│   │   └── trace.go
│   ├── models/
│   │   ├── chat/
│   │   │   ├── chat.go
│   │   │   ├── image_resolve.go
│   │   │   ├── json_field_extractor.go
│   │   │   ├── json_field_extractor_test.go
│   │   │   ├── lkeap.go
│   │   │   ├── nvidia.go
│   │   │   ├── ollama.go
│   │   │   ├── provider_chat.go
│   │   │   ├── qwen.go
│   │   │   ├── remote_api.go
│   │   │   ├── remote_api_test.go
│   │   │   └── sse_reader.go
│   │   ├── embedding/
│   │   │   ├── aliyun.go
│   │   │   ├── batch.go
│   │   │   ├── embedder.go
│   │   │   ├── jina.go
│   │   │   ├── nvidia.go
│   │   │   ├── ollama.go
│   │   │   ├── openai.go
│   │   │   └── volcengine.go
│   │   ├── provider/
│   │   │   ├── aliyun.go
│   │   │   ├── deepseek.go
│   │   │   ├── gemini.go
│   │   │   ├── generic.go
│   │   │   ├── gpustack.go
│   │   │   ├── hunyuan.go
│   │   │   ├── jina.go
│   │   │   ├── lkeap.go
│   │   │   ├── longcat.go
│   │   │   ├── mimo.go
│   │   │   ├── minimax.go
│   │   │   ├── modelscope.go
│   │   │   ├── moonshot.go
│   │   │   ├── nvidia.go
│   │   │   ├── openai.go
│   │   │   ├── openrouter.go
│   │   │   ├── provider.go
│   │   │   ├── provider_test.go
│   │   │   ├── qianfan.go
│   │   │   ├── qiniu.go
│   │   │   ├── siliconflow.go
│   │   │   ├── volcengine.go
│   │   │   └── zhipu.go
│   │   ├── rerank/
│   │   │   ├── aliyun_reranker.go
│   │   │   ├── jina_reranker.go
│   │   │   ├── logging.go
│   │   │   ├── nvidia_reranker.go
│   │   │   ├── remote_api.go
│   │   │   ├── reranker.go
│   │   │   ├── reranker_test.go
│   │   │   └── zhipu_reranker.go
│   │   ├── utils/
│   │   │   ├── ollama/
│   │   │   │   └── ollama.go
│   │   │   └── slices.go
│   │   └── vlm/
│   │       ├── ollama.go
│   │       ├── remote_api.go
│   │       └── vlm.go
│   ├── router/
│   │   ├── router.go
│   │   ├── sync_task.go
│   │   └── task.go
│   ├── runtime/
│   │   └── container.go
│   ├── sandbox/
│   │   ├── docker.go
│   │   ├── local.go
│   │   ├── manager.go
│   │   ├── sandbox.go
│   │   ├── sandbox_test.go
│   │   ├── validator.go
│   │   └── validator_test.go
│   ├── searchutil/
│   │   ├── conversion.go
│   │   ├── normalize.go
│   │   └── textutil.go
│   ├── stream/
│   │   ├── factory.go
│   │   ├── memory_manager.go
│   │   └── redis_manager.go
│   ├── tracing/
│   │   └── init.go
│   ├── types/
│   │   ├── agent.go
│   │   ├── builtin_agent_config.go
│   │   ├── chat.go
│   │   ├── chat_history_config.go
│   │   ├── chat_manage.go
│   │   ├── chunk.go
│   │   ├── cleanup.go
│   │   ├── const.go
│   │   ├── context_helpers.go
│   │   ├── custom_agent.go
│   │   ├── dataset.go
│   │   ├── docparser.go
│   │   ├── embedding.go
│   │   ├── errors.go
│   │   ├── evaluation.go
│   │   ├── event_bus.go
│   │   ├── extract_graph.go
│   │   ├── faq.go
│   │   ├── faq_test.go
│   │   ├── graph.go
│   │   ├── interfaces/
│   │   │   ├── agent.go
│   │   │   ├── chunk.go
│   │   │   ├── context_manager.go
│   │   │   ├── custom_agent.go
│   │   │   ├── document_parser.go
│   │   │   ├── evaluation.go
│   │   │   ├── file.go
│   │   │   ├── knowledge.go
│   │   │   ├── knowledgebase.go
│   │   │   ├── mcp_service.go
│   │   │   ├── memory.go
│   │   │   ├── message.go
│   │   │   ├── model.go
│   │   │   ├── organization.go
│   │   │   ├── resource.go
│   │   │   ├── retriever.go
│   │   │   ├── retriever_graph.go
│   │   │   ├── session.go
│   │   │   ├── skill.go
│   │   │   ├── stream_manager.go
│   │   │   ├── tag.go
│   │   │   ├── task_enqueuer.go
│   │   │   ├── task_handler.go
│   │   │   ├── tenant.go
│   │   │   ├── user.go
│   │   │   ├── web_search.go
│   │   │   └── web_search_state.go
│   │   ├── json.go
│   │   ├── knowledge.go
│   │   ├── knowledgebase.go
│   │   ├── mcp.go
│   │   ├── memory.go
│   │   ├── message.go
│   │   ├── model.go
│   │   ├── organization.go
│   │   ├── placeholder.go
│   │   ├── qa_request.go
│   │   ├── retrieval_config.go
│   │   ├── retriever.go
│   │   ├── search.go
│   │   ├── session.go
│   │   ├── tag.go
│   │   ├── tenant.go
│   │   ├── user.go
│   │   └── web_search.go
│   └── utils/
│       ├── crypto.go
│       ├── debug.go
│       ├── filesize.go
│       ├── httputil.go
│       ├── inject.go
│       ├── inject_test.go
│       ├── json.go
│       ├── log_sanitize.go
│       ├── security.go
│       ├── security_test.go
│       └── taskid.go
├── mcp-server/
│   ├── .gitignore
│   ├── CHANGELOG.md
│   ├── EXAMPLES.md
│   ├── INSTALL.md
│   ├── LICENSE
│   ├── MANIFEST.in
│   ├── MCP_CONFIG.md
│   ├── PROJECT_SUMMARY.md
│   ├── README.md
│   ├── __init__.py
│   ├── main.py
│   ├── pyproject.toml
│   ├── requirements.txt
│   ├── run.py
│   ├── run_server.py
│   ├── setup.py
│   ├── test_imports.py
│   ├── test_module.py
│   └── weknora_mcp_server.py
├── migrations/
│   ├── mysql/
│   │   └── 00-init-db.sql
│   ├── paradedb/
│   │   ├── 00-init-db.sql
│   │   └── 01-migrate-to-paradedb.sql
│   ├── sqlite/
│   │   ├── 000000_init.down.sql
│   │   └── 000000_init.up.sql
│   └── versioned/
│       ├── 000000_init.down.sql
│       ├── 000000_init.up.sql
│       ├── 000001_agent.down.sql
│       ├── 000001_agent.up.sql
│       ├── 000002_embeddings.down.sql
│       ├── 000002_embeddings.up.sql
│       ├── 000003_chunk_flags.down.sql
│       ├── 000003_chunk_flags.up.sql
│       ├── 000004_drop_vlm_model_id.down.sql
│       ├── 000004_drop_vlm_model_id.up.sql
│       ├── 000005_mentioned_items.down.sql
│       ├── 000005_mentioned_items.up.sql
│       ├── 000006_custom_agents.down.sql
│       ├── 000006_custom_agents.up.sql
│       ├── 000007_embeddings_tag_id.down.sql
│       ├── 000007_embeddings_tag_id.up.sql
│       ├── 000008_migrate_untagged_faq.down.sql
│       ├── 000008_migrate_untagged_faq.up.sql
│       ├── 000009_add_last_faq_import_result.down.sql
│       ├── 000009_add_last_faq_import_result.up.sql
│       ├── 000010_add_seq_id.down.sql
│       ├── 000010_add_seq_id.up.sql
│       ├── 000011_pg_search_update.down.sql
│       ├── 000011_pg_search_update.up.sql
│       ├── 000012_organizations.down.sql
│       ├── 000012_organizations.up.sql
│       ├── 000013_engine_configs.down.sql
│       ├── 000013_engine_configs.up.sql
│       ├── 000014_storage_provider_config.down.sql
│       ├── 000014_storage_provider_config.up.sql
│       ├── 000015_add_is_fallback.down.sql
│       ├── 000015_add_is_fallback.up.sql
│       ├── 000016_add_kb_pinned.down.sql
│       ├── 000016_add_kb_pinned.up.sql
│       ├── 000017_mcp_builtin.down.sql
│       ├── 000017_mcp_builtin.up.sql
│       ├── 000018_extend_tenant_api_key.down.sql
│       ├── 000018_extend_tenant_api_key.up.sql
│       ├── 000019_add_agent_duration_ms.down.sql
│       ├── 000019_add_agent_duration_ms.up.sql
│       ├── 000020_add_message_knowledge_id.down.sql
│       ├── 000020_add_message_knowledge_id.up.sql
│       ├── 000021_im_channel.down.sql
│       ├── 000021_im_channel.up.sql
│       ├── 000022_message_images.down.sql
│       ├── 000022_message_images.up.sql
│       ├── 000023_im_channel_kb_id.down.sql
│       ├── 000023_im_channel_kb_id.up.sql
│       ├── 000024_im_channel_bot_identity.down.sql
│       └── 000024_im_channel_bot_identity.up.sql
├── rerank_server_demo.py
├── scripts/
│   ├── build_images.sh
│   ├── check-env.sh
│   ├── dev.sh
│   ├── docker-entrypoint.sh
│   ├── get_version.sh
│   ├── migrate.sh
│   ├── quick-dev.sh
│   └── start_all.sh
├── skills/
│   └── preloaded/
│       ├── citation-generator/
│       │   └── SKILL.md
│       ├── data-processor/
│       │   ├── SKILL.md
│       │   └── scripts/
│       │       ├── analyze.py
│       │       ├── extract_info.py
│       │       └── format_converter.py
│       ├── doc-coauthoring/
│       │   └── SKILL.md
│       └── document-analyzer/
│           └── SKILL.md
└── test_agent_config.sh

SYMBOL INDEX (5773 symbols across 499 files)

FILE: client/agent.go
  type MentionedItem (line 16) | type MentionedItem struct
  type AgentQARequest (line 24) | type AgentQARequest struct
  type AgentResponseType (line 39) | type AgentResponseType
  constant AgentResponseTypeThinking (line 42) | AgentResponseTypeThinking   AgentResponseType = "thinking"
  constant AgentResponseTypeToolCall (line 43) | AgentResponseTypeToolCall   AgentResponseType = "tool_call"
  constant AgentResponseTypeToolResult (line 44) | AgentResponseTypeToolResult AgentResponseType = "tool_result"
  constant AgentResponseTypeReferences (line 45) | AgentResponseTypeReferences AgentResponseType = "references"
  constant AgentResponseTypeAnswer (line 46) | AgentResponseTypeAnswer     AgentResponseType = "answer"
  constant AgentResponseTypeReflection (line 47) | AgentResponseTypeReflection AgentResponseType = "reflection"
  constant AgentResponseTypeError (line 48) | AgentResponseTypeError      AgentResponseType = "error"
  type AgentStreamResponse (line 52) | type AgentStreamResponse struct
  type AgentEventCallback (line 63) | type AgentEventCallback
  method AgentQAStream (line 67) | func (c *Client) AgentQAStream(ctx context.Context, sessionID string, qu...
  method AgentQAStreamWithRequest (line 76) | func (c *Client) AgentQAStreamWithRequest(ctx context.Context,
  method processAgentSSEStream (line 103) | func (c *Client) processAgentSSEStream(reader io.Reader, callback AgentE...
  type AgentSession (line 147) | type AgentSession struct
    method Ask (line 161) | func (as *AgentSession) Ask(ctx context.Context, query string, callbac...
    method AskWithRequest (line 166) | func (as *AgentSession) AskWithRequest(
    method GetSessionID (line 175) | func (as *AgentSession) GetSessionID() string {
  method NewAgentSession (line 153) | func (c *Client) NewAgentSession(sessionID string) *AgentSession {

FILE: client/agent_manage.go
  type Agent (line 14) | type Agent struct
  type AgentConfig (line 28) | type AgentConfig struct
  type CreateAgentRequest (line 66) | type CreateAgentRequest struct
  type UpdateAgentRequest (line 74) | type UpdateAgentRequest struct
  type AgentResponse (line 82) | type AgentResponse struct
  type AgentListResponse (line 88) | type AgentListResponse struct
  type AgentPlaceholdersResponse (line 94) | type AgentPlaceholdersResponse struct
  method CreateAgent (line 100) | func (c *Client) CreateAgent(ctx context.Context, request *CreateAgentRe...
  method ListAgents (line 115) | func (c *Client) ListAgents(ctx context.Context) ([]Agent, error) {
  method GetAgent (line 130) | func (c *Client) GetAgent(ctx context.Context, agentID string) (*Agent, ...
  method UpdateAgent (line 146) | func (c *Client) UpdateAgent(ctx context.Context, agentID string, reques...
  method DeleteAgent (line 162) | func (c *Client) DeleteAgent(ctx context.Context, agentID string) error {
  method CopyAgent (line 178) | func (c *Client) CopyAgent(ctx context.Context, agentID string) (*Agent,...
  method GetAgentPlaceholders (line 194) | func (c *Client) GetAgentPlaceholders(ctx context.Context) (map[string]j...

FILE: client/chunk.go
  type Chunk (line 16) | type Chunk struct
  type ChunkResponse (line 44) | type ChunkResponse struct
  type ChunkListResponse (line 51) | type ChunkListResponse struct
  type UpdateChunkRequest (line 61) | type UpdateChunkRequest struct
  method ListKnowledgeChunks (line 83) | func (c *Client) ListKnowledgeChunks(ctx context.Context,
  method UpdateChunk (line 116) | func (c *Client) UpdateChunk(ctx context.Context,
  method DeleteChunk (line 142) | func (c *Client) DeleteChunk(ctx context.Context, knowledgeID string, ch...
  method GetChunkByIDOnly (line 158) | func (c *Client) GetChunkByIDOnly(ctx context.Context, chunkID string) (...
  method DeleteGeneratedQuestion (line 174) | func (c *Client) DeleteGeneratedQuestion(ctx context.Context, chunkID st...
  method DeleteChunksByKnowledgeID (line 198) | func (c *Client) DeleteChunksByKnowledgeID(ctx context.Context, knowledg...

FILE: client/client.go
  type Client (line 17) | type Client struct
    method doRequest (line 57) | func (c *Client) doRequest(ctx context.Context,
  type ClientOption (line 24) | type ClientOption
  function WithTimeout (line 27) | func WithTimeout(timeout time.Duration) ClientOption {
  function WithToken (line 34) | func WithToken(token string) ClientOption {
  function NewClient (line 41) | func NewClient(baseURL string, options ...ClientOption) *Client {
  function parseResponse (line 91) | func parseResponse(resp *http.Response, target interface{}) error {

FILE: client/evaluation.go
  type EvaluationTask (line 15) | type EvaluationTask struct
  type EvaluationResult (line 30) | type EvaluationResult struct
  type EvaluationRequest (line 45) | type EvaluationRequest struct
  type EvaluationTaskResponse (line 54) | type EvaluationTaskResponse struct
  type EvaluationResultResponse (line 61) | type EvaluationResultResponse struct
  method StartEvaluation (line 75) | func (c *Client) StartEvaluation(ctx context.Context, request *Evaluatio...
  method GetEvaluationResult (line 98) | func (c *Client) GetEvaluationResult(ctx context.Context, taskID string)...

FILE: client/example.go
  function ExampleUsage (line 22) | func ExampleUsage() {
  function min (line 249) | func min(a, b int) int {

FILE: client/faq.go
  type FAQEntry (line 14) | type FAQEntry struct
  type FAQEntryPayload (line 40) | type FAQEntryPayload struct
  type FAQBatchUpsertPayload (line 55) | type FAQBatchUpsertPayload struct
  type FAQEntryFieldsUpdate (line 64) | type FAQEntryFieldsUpdate struct
  type FAQEntryFieldsBatchRequest (line 74) | type FAQEntryFieldsBatchRequest struct
  type FAQEntryTagBatchRequest (line 85) | type FAQEntryTagBatchRequest struct
  type FAQDeleteRequest (line 90) | type FAQDeleteRequest struct
  type FAQSearchRequest (line 95) | type FAQSearchRequest struct
  type FAQEntriesPage (line 105) | type FAQEntriesPage struct
  type FAQEntriesResponse (line 113) | type FAQEntriesResponse struct
  type FAQUpsertResponse (line 121) | type FAQUpsertResponse struct
  type FAQTaskPayload (line 129) | type FAQTaskPayload struct
  type FAQSearchResponse (line 134) | type FAQSearchResponse struct
  type FAQEntryResponse (line 142) | type FAQEntryResponse struct
  type faqSimpleResponse (line 149) | type faqSimpleResponse struct
  method ListFAQEntries (line 159) | func (c *Client) ListFAQEntries(ctx context.Context,
  method UpsertFAQEntries (line 199) | func (c *Client) UpsertFAQEntries(ctx context.Context,
  method CreateFAQEntry (line 219) | func (c *Client) CreateFAQEntry(ctx context.Context,
  method GetFAQEntry (line 236) | func (c *Client) GetFAQEntry(ctx context.Context,
  method UpdateFAQEntry (line 253) | func (c *Client) UpdateFAQEntry(ctx context.Context,
  type AddSimilarQuestionsPayload (line 270) | type AddSimilarQuestionsPayload struct
  method AddSimilarQuestions (line 276) | func (c *Client) AddSimilarQuestions(ctx context.Context,
  method UpdateFAQEntryFieldsBatch (line 297) | func (c *Client) UpdateFAQEntryFieldsBatch(ctx context.Context,
  method UpdateFAQEntryTagBatch (line 312) | func (c *Client) UpdateFAQEntryTagBatch(ctx context.Context,
  method DeleteFAQEntries (line 326) | func (c *Client) DeleteFAQEntries(ctx context.Context,
  method SearchFAQEntries (line 340) | func (c *Client) SearchFAQEntries(ctx context.Context,
  method ExportFAQEntries (line 362) | func (c *Client) ExportFAQEntries(ctx context.Context, knowledgeBaseID s...
  type FAQFailedEntry (line 380) | type FAQFailedEntry struct
  type FAQSuccessEntry (line 393) | type FAQSuccessEntry struct
  type FAQImportProgress (line 403) | type FAQImportProgress struct
  type FAQImportProgressResponse (line 431) | type FAQImportProgressResponse struct
  method GetFAQImportProgress (line 440) | func (c *Client) GetFAQImportProgress(ctx context.Context, taskID string...
  type updateLastFAQImportResultDisplayStatusRequest (line 454) | type updateLastFAQImportResultDisplayStatusRequest struct
  method UpdateLastFAQImportResultDisplayStatus (line 459) | func (c *Client) UpdateLastFAQImportResultDisplayStatus(ctx context.Cont...

FILE: client/initialization.go
  type InitializationConfig (line 12) | type InitializationConfig struct
  type OllamaModelInfo (line 20) | type OllamaModelInfo struct
  type DownloadTask (line 27) | type DownloadTask struct
  type ModelCheckResult (line 38) | type ModelCheckResult struct
  method GetInitializationConfig (line 44) | func (c *Client) GetInitializationConfig(ctx context.Context, kbID strin...
  method InitializeByKB (line 60) | func (c *Client) InitializeByKB(ctx context.Context, kbID string, config...
  method UpdateKBConfig (line 69) | func (c *Client) UpdateKBConfig(ctx context.Context, kbID string, config...
  method CheckOllamaStatus (line 78) | func (c *Client) CheckOllamaStatus(ctx context.Context) (bool, error) {
  method ListOllamaModels (line 96) | func (c *Client) ListOllamaModels(ctx context.Context) ([]OllamaModelInf...
  method CheckOllamaModels (line 112) | func (c *Client) CheckOllamaModels(ctx context.Context, models []string)...
  method DownloadOllamaModel (line 129) | func (c *Client) DownloadOllamaModel(ctx context.Context, modelName stri...
  method GetOllamaDownloadProgress (line 146) | func (c *Client) GetOllamaDownloadProgress(ctx context.Context, taskID s...
  method ListOllamaDownloadTasks (line 162) | func (c *Client) ListOllamaDownloadTasks(ctx context.Context) ([]*Downlo...
  method CheckRemoteModel (line 178) | func (c *Client) CheckRemoteModel(ctx context.Context, params map[string...
  method TestEmbeddingModel (line 194) | func (c *Client) TestEmbeddingModel(ctx context.Context, params map[stri...
  method CheckRerankModel (line 210) | func (c *Client) CheckRerankModel(ctx context.Context, params map[string...
  method TestMultimodalFunction (line 226) | func (c *Client) TestMultimodalFunction(ctx context.Context, params map[...
  method ExtractTextRelations (line 242) | func (c *Client) ExtractTextRelations(ctx context.Context, params any) (...

FILE: client/knowledge.go
  type Knowledge (line 23) | type Knowledge struct
  type KnowledgeResponse (line 50) | type KnowledgeResponse struct
  type KnowledgeListResponse (line 58) | type KnowledgeListResponse struct
  type KnowledgeBatchResponse (line 67) | type KnowledgeBatchResponse struct
  type UpdateImageInfoRequest (line 74) | type UpdateImageInfoRequest struct
  method CreateKnowledgeFromFile (line 91) | func (c *Client) CreateKnowledgeFromFile(ctx context.Context,
  type CreateKnowledgeFromURLRequest (line 194) | type CreateKnowledgeFromURLRequest struct
  method CreateKnowledgeFromURL (line 212) | func (c *Client) CreateKnowledgeFromURL(
  method GetKnowledge (line 240) | func (c *Client) GetKnowledge(ctx context.Context, knowledgeID string) (...
  method GetKnowledgeBatch (line 256) | func (c *Client) GetKnowledgeBatch(ctx context.Context, knowledgeIDs []s...
  method ListKnowledge (line 278) | func (c *Client) ListKnowledge(ctx context.Context,
  method DeleteKnowledge (line 307) | func (c *Client) DeleteKnowledge(ctx context.Context, knowledgeID string...
  method DownloadKnowledgeFile (line 323) | func (c *Client) DownloadKnowledgeFile(ctx context.Context, knowledgeID ...
  method UpdateKnowledge (line 353) | func (c *Client) UpdateKnowledge(ctx context.Context, knowledge *Knowled...
  method ReparseKnowledge (line 389) | func (c *Client) ReparseKnowledge(ctx context.Context, knowledgeID strin...
  method UpdateImageInfo (line 419) | func (c *Client) UpdateImageInfo(ctx context.Context,
  type CreateManualKnowledgeRequest (line 437) | type CreateManualKnowledgeRequest struct
  type UpdateManualKnowledgeRequest (line 444) | type UpdateManualKnowledgeRequest struct
  type BatchUpdateKnowledgeTagsRequest (line 450) | type BatchUpdateKnowledgeTagsRequest struct
  method CreateManualKnowledge (line 455) | func (c *Client) CreateManualKnowledge(ctx context.Context, knowledgeBas...
  method UpdateManualKnowledge (line 471) | func (c *Client) UpdateManualKnowledge(ctx context.Context, knowledgeID ...
  type FilterKnowledgeResponse (line 487) | type FilterKnowledgeResponse struct
  method FilterKnowledge (line 494) | func (c *Client) FilterKnowledge(ctx context.Context, keyword string, of...
  type MoveKnowledgeRequest (line 524) | type MoveKnowledgeRequest struct
  type MoveKnowledgeResponse (line 532) | type MoveKnowledgeResponse struct
  method MoveKnowledge (line 541) | func (c *Client) MoveKnowledge(ctx context.Context, req *MoveKnowledgeRe...
  type KnowledgeMoveProgress (line 558) | type KnowledgeMoveProgress struct
  method GetKnowledgeMoveProgress (line 569) | func (c *Client) GetKnowledgeMoveProgress(ctx context.Context, taskID st...
  method PreviewKnowledgeFile (line 588) | func (c *Client) PreviewKnowledgeFile(ctx context.Context, knowledgeID s...
  method BatchUpdateKnowledgeTags (line 595) | func (c *Client) BatchUpdateKnowledgeTags(ctx context.Context, updates m...

FILE: client/knowledgebase.go
  type KnowledgeBase (line 16) | type KnowledgeBase struct
    method UnmarshalJSON (line 112) | func (kb *KnowledgeBase) UnmarshalJSON(data []byte) error {
  type KnowledgeBaseConfig (line 42) | type KnowledgeBaseConfig struct
  type ChunkingConfig (line 49) | type ChunkingConfig struct
  type FAQConfig (line 56) | type FAQConfig struct
  type ImageProcessingConfig (line 62) | type ImageProcessingConfig struct
  type VLMConfig (line 67) | type VLMConfig struct
  type StorageProviderConfig (line 73) | type StorageProviderConfig struct
  type StorageConfig (line 79) | type StorageConfig struct
  type ExtractConfig (line 90) | type ExtractConfig struct
  type GraphNode (line 99) | type GraphNode struct
  type GraphRelation (line 104) | type GraphRelation struct
  type KnowledgeBaseResponse (line 130) | type KnowledgeBaseResponse struct
  type KnowledgeBaseListResponse (line 136) | type KnowledgeBaseListResponse struct
  type SearchResult (line 142) | type SearchResult struct
  type HybridSearchResponse (line 163) | type HybridSearchResponse struct
  type CopyKnowledgeBaseRequest (line 168) | type CopyKnowledgeBaseRequest struct
  type CopyKnowledgeBaseResponse (line 175) | type CopyKnowledgeBaseResponse struct
  type KBCloneProgress (line 183) | type KBCloneProgress struct
  method CreateKnowledgeBase (line 198) | func (c *Client) CreateKnowledgeBase(ctx context.Context, knowledgeBase ...
  method GetKnowledgeBase (line 213) | func (c *Client) GetKnowledgeBase(ctx context.Context, knowledgeBaseID s...
  method ListKnowledgeBases (line 229) | func (c *Client) ListKnowledgeBases(ctx context.Context) ([]KnowledgeBas...
  type UpdateKnowledgeBaseRequest (line 244) | type UpdateKnowledgeBaseRequest struct
  method UpdateKnowledgeBase (line 251) | func (c *Client) UpdateKnowledgeBase(ctx context.Context,
  method DeleteKnowledgeBase (line 270) | func (c *Client) DeleteKnowledgeBase(ctx context.Context, knowledgeBaseI...
  type SearchParams (line 286) | type SearchParams struct
  method HybridSearch (line 298) | func (c *Client) HybridSearch(ctx context.Context, knowledgeBaseID strin...
  method TogglePinKnowledgeBase (line 315) | func (c *Client) TogglePinKnowledgeBase(ctx context.Context, knowledgeBa...
  type MoveTarget (line 331) | type MoveTarget struct
  method ListMoveTargets (line 339) | func (c *Client) ListMoveTargets(ctx context.Context, knowledgeBaseID st...
  method CopyKnowledgeBase (line 355) | func (c *Client) CopyKnowledgeBase(ctx context.Context, request *CopyKno...
  method GetKBCloneProgress (line 376) | func (c *Client) GetKBCloneProgress(ctx context.Context, taskID string) ...

FILE: client/mcp_service.go
  type MCPTransportType (line 11) | type MCPTransportType
  constant MCPTransportSSE (line 14) | MCPTransportSSE            MCPTransportType = "sse"
  constant MCPTransportHTTPStreamable (line 15) | MCPTransportHTTPStreamable MCPTransportType = "http-streamable"
  constant MCPTransportStdio (line 16) | MCPTransportStdio          MCPTransportType = "stdio"
  type MCPService (line 20) | type MCPService struct
  type MCPAuthConfig (line 39) | type MCPAuthConfig struct
  type MCPAdvancedConfig (line 46) | type MCPAdvancedConfig struct
  type MCPStdioConfig (line 53) | type MCPStdioConfig struct
  type MCPTool (line 59) | type MCPTool struct
  type MCPResource (line 66) | type MCPResource struct
  type MCPTestResult (line 74) | type MCPTestResult struct
  method CreateMCPService (line 82) | func (c *Client) CreateMCPService(ctx context.Context, service *MCPServi...
  method ListMCPServices (line 99) | func (c *Client) ListMCPServices(ctx context.Context) ([]*MCPService, er...
  method GetMCPService (line 116) | func (c *Client) GetMCPService(ctx context.Context, serviceID string) (*...
  method UpdateMCPService (line 133) | func (c *Client) UpdateMCPService(ctx context.Context, serviceID string,...
  method DeleteMCPService (line 150) | func (c *Client) DeleteMCPService(ctx context.Context, serviceID string)...
  method TestMCPService (line 159) | func (c *Client) TestMCPService(ctx context.Context, serviceID string) (...
  method GetMCPServiceTools (line 176) | func (c *Client) GetMCPServiceTools(ctx context.Context, serviceID strin...
  method GetMCPServiceResources (line 193) | func (c *Client) GetMCPServiceResources(ctx context.Context, serviceID s...

FILE: client/message.go
  type ToolResult (line 16) | type ToolResult struct
  type ToolCall (line 24) | type ToolCall struct
  type AgentStep (line 34) | type AgentStep struct
  type Message (line 42) | type Message struct
  type MessageListResponse (line 56) | type MessageListResponse struct
  method LoadMessages (line 62) | func (c *Client) LoadMessages(
  method GetRecentMessages (line 91) | func (c *Client) GetRecentMessages(ctx context.Context, sessionID string...
  method GetMessagesBefore (line 96) | func (c *Client) GetMessagesBefore(
  type SearchMessagesRequest (line 106) | type SearchMessagesRequest struct
  type MessageSearchGroupItem (line 114) | type MessageSearchGroupItem struct
  type MessageSearchResult (line 126) | type MessageSearchResult struct
  type ChatHistoryKBStats (line 132) | type ChatHistoryKBStats struct
  method SearchMessages (line 142) | func (c *Client) SearchMessages(ctx context.Context, req *SearchMessages...
  method GetChatHistoryKBStats (line 159) | func (c *Client) GetChatHistoryKBStats(ctx context.Context) (*ChatHistor...
  method DeleteMessage (line 176) | func (c *Client) DeleteMessage(ctx context.Context, sessionID string, me...

FILE: client/model.go
  type ModelType (line 14) | type ModelType
  type ModelSource (line 17) | type ModelSource
  type ModelParameters (line 20) | type ModelParameters
  type Model (line 23) | type Model struct
  type CreateModelRequest (line 37) | type CreateModelRequest struct
  type UpdateModelRequest (line 47) | type UpdateModelRequest struct
  type ModelResponse (line 55) | type ModelResponse struct
  type ModelListResponse (line 61) | type ModelListResponse struct
  constant ModelTypeEmbedding (line 68) | ModelTypeEmbedding ModelType = "embedding"
  constant ModelTypeChat (line 69) | ModelTypeChat      ModelType = "chat"
  constant ModelTypeRerank (line 70) | ModelTypeRerank    ModelType = "rerank"
  constant ModelTypeSummary (line 71) | ModelTypeSummary   ModelType = "summary"
  constant ModelSourceInternal (line 76) | ModelSourceInternal ModelSource = "internal"
  constant ModelSourceExternal (line 77) | ModelSourceExternal ModelSource = "external"
  method CreateModel (line 81) | func (c *Client) CreateModel(ctx context.Context, request *CreateModelRe...
  method GetModel (line 96) | func (c *Client) GetModel(ctx context.Context, modelID string) (*Model, ...
  method ListModels (line 112) | func (c *Client) ListModels(ctx context.Context) ([]Model, error) {
  method UpdateModel (line 127) | func (c *Client) UpdateModel(ctx context.Context, modelID string, reques...
  method DeleteModel (line 143) | func (c *Client) DeleteModel(ctx context.Context, modelID string) error {
  type ModelProvider (line 159) | type ModelProvider struct
  type ModelProviderListResponse (line 168) | type ModelProviderListResponse struct
  method ListModelProviders (line 175) | func (c *Client) ListModelProviders(ctx context.Context, modelType strin...

FILE: client/organization.go
  type Organization (line 12) | type Organization struct
  type OrganizationResponse (line 29) | type OrganizationResponse struct
  type CreateOrganizationRequest (line 53) | type CreateOrganizationRequest struct
  type UpdateOrganizationRequest (line 62) | type UpdateOrganizationRequest struct
  type OrganizationMemberResponse (line 73) | type OrganizationMemberResponse struct
  type KnowledgeBaseShareResponse (line 85) | type KnowledgeBaseShareResponse struct
  type AgentShareResponse (line 101) | type AgentShareResponse struct
  type JoinRequestResponse (line 115) | type JoinRequestResponse struct
  type UserInfo (line 130) | type UserInfo struct
  type SharedKnowledgeBaseInfo (line 143) | type SharedKnowledgeBaseInfo struct
  type SharedAgentInfo (line 153) | type SharedAgentInfo struct
  type UserInfo (line 163) | type UserInfo struct
  method CreateOrganization (line 178) | func (c *Client) CreateOrganization(ctx context.Context, req *CreateOrga...
  method ListMyOrganizations (line 194) | func (c *Client) ListMyOrganizations(ctx context.Context) ([]Organizatio...
  method GetOrganization (line 212) | func (c *Client) GetOrganization(ctx context.Context, orgID string) (*Or...
  method UpdateOrganization (line 228) | func (c *Client) UpdateOrganization(ctx context.Context, orgID string, r...
  method DeleteOrganization (line 244) | func (c *Client) DeleteOrganization(ctx context.Context, orgID string) e...
  method JoinOrganizationByInviteCode (line 255) | func (c *Client) JoinOrganizationByInviteCode(ctx context.Context, invit...
  method SubmitJoinRequest (line 265) | func (c *Client) SubmitJoinRequest(ctx context.Context, inviteCode, mess...
  method SearchOrganizations (line 279) | func (c *Client) SearchOrganizations(ctx context.Context, keyword string...
  method JoinByOrganizationID (line 307) | func (c *Client) JoinByOrganizationID(ctx context.Context, orgID, messag...
  method PreviewOrganizationByInviteCode (line 321) | func (c *Client) PreviewOrganizationByInviteCode(ctx context.Context, co...
  method LeaveOrganization (line 337) | func (c *Client) LeaveOrganization(ctx context.Context, orgID string) er...
  method RequestRoleUpgrade (line 346) | func (c *Client) RequestRoleUpgrade(ctx context.Context, orgID, requeste...
  method GenerateInviteCode (line 359) | func (c *Client) GenerateInviteCode(ctx context.Context, orgID string) (...
  method SearchUsersForInvite (line 377) | func (c *Client) SearchUsersForInvite(ctx context.Context, orgID, keywor...
  method InviteMember (line 397) | func (c *Client) InviteMember(ctx context.Context, orgID, userID, role s...
  method ListOrgMembers (line 410) | func (c *Client) ListOrgMembers(ctx context.Context, orgID string) ([]Or...
  method UpdateMemberRole (line 428) | func (c *Client) UpdateMemberRole(ctx context.Context, orgID, userID, ro...
  method RemoveMember (line 438) | func (c *Client) RemoveMember(ctx context.Context, orgID, userID string)...
  method ListJoinRequests (line 449) | func (c *Client) ListJoinRequests(ctx context.Context, orgID string) ([]...
  method ReviewJoinRequest (line 467) | func (c *Client) ReviewJoinRequest(ctx context.Context, orgID, requestID...
  method ShareKnowledgeBase (line 483) | func (c *Client) ShareKnowledgeBase(ctx context.Context, kbID, orgID, pe...
  method ListKBShares (line 503) | func (c *Client) ListKBShares(ctx context.Context, kbID string) ([]Knowl...
  method UpdateSharePermission (line 521) | func (c *Client) UpdateSharePermission(ctx context.Context, kbID, shareI...
  method RemoveKBShare (line 531) | func (c *Client) RemoveKBShare(ctx context.Context, kbID, shareID string...
  method ShareAgent (line 542) | func (c *Client) ShareAgent(ctx context.Context, agentID, orgID, permiss...
  method ListAgentShares (line 562) | func (c *Client) ListAgentShares(ctx context.Context, agentID string) ([...
  method RemoveAgentShare (line 580) | func (c *Client) RemoveAgentShare(ctx context.Context, agentID, shareID ...
  method ListOrgShares (line 591) | func (c *Client) ListOrgShares(ctx context.Context, orgID string) ([]Kno...
  method ListOrgAgentShares (line 609) | func (c *Client) ListOrgAgentShares(ctx context.Context, orgID string) (...
  method ListSharedKnowledgeBases (line 627) | func (c *Client) ListSharedKnowledgeBases(ctx context.Context) ([]Shared...
  method ListSharedAgents (line 643) | func (c *Client) ListSharedAgents(ctx context.Context) ([]SharedAgentInf...

FILE: client/session.go
  type SummaryConfig (line 20) | type SummaryConfig struct
  type CreateSessionRequest (line 39) | type CreateSessionRequest struct
  type Session (line 45) | type Session struct
  type SessionResponse (line 55) | type SessionResponse struct
  type SessionListResponse (line 61) | type SessionListResponse struct
  method CreateSession (line 70) | func (c *Client) CreateSession(ctx context.Context, request *CreateSessi...
  method GetSession (line 85) | func (c *Client) GetSession(ctx context.Context, sessionID string) (*Ses...
  method GetSessionsByTenant (line 101) | func (c *Client) GetSessionsByTenant(ctx context.Context, page int, page...
  method UpdateSession (line 119) | func (c *Client) UpdateSession(ctx context.Context, sessionID string, re...
  method DeleteSession (line 135) | func (c *Client) DeleteSession(ctx context.Context, sessionID string) er...
  method BatchDeleteSessions (line 151) | func (c *Client) BatchDeleteSessions(ctx context.Context, sessionIDs []s...
  type GenerateTitleRequest (line 170) | type GenerateTitleRequest struct
  type GenerateTitleResponse (line 175) | type GenerateTitleResponse struct
  type StopSessionRequest (line 181) | type StopSessionRequest struct
  method GenerateTitle (line 186) | func (c *Client) GenerateTitle(ctx context.Context, sessionID string, re...
  type ImageAttachment (line 204) | type ImageAttachment struct
  type KnowledgeQARequest (line 211) | type KnowledgeQARequest struct
  type LLMToolCall (line 224) | type LLMToolCall struct
  type FunctionCall (line 231) | type FunctionCall struct
  type ResponseType (line 236) | type ResponseType
  constant ResponseTypeAnswer (line 239) | ResponseTypeAnswer       ResponseType = "answer"
  constant ResponseTypeReferences (line 240) | ResponseTypeReferences   ResponseType = "references"
  constant ResponseTypeThinking (line 241) | ResponseTypeThinking     ResponseType = "thinking"
  constant ResponseTypeToolCall (line 242) | ResponseTypeToolCall     ResponseType = "tool_call"
  constant ResponseTypeToolResult (line 243) | ResponseTypeToolResult   ResponseType = "tool_result"
  constant ResponseTypeError (line 244) | ResponseTypeError        ResponseType = "error"
  constant ResponseTypeReflection (line 245) | ResponseTypeReflection   ResponseType = "reflection"
  constant ResponseTypeSessionTitle (line 246) | ResponseTypeSessionTitle ResponseType = "session_title"
  constant ResponseTypeAgentQuery (line 247) | ResponseTypeAgentQuery   ResponseType = "agent_query"
  constant ResponseTypeComplete (line 248) | ResponseTypeComplete     ResponseType = "complete"
  type StreamResponse (line 252) | type StreamResponse struct
  method KnowledgeQAStream (line 265) | func (c *Client) KnowledgeQAStream(
  method ContinueStream (line 345) | func (c *Client) ContinueStream(
  method StopSession (line 411) | func (c *Client) StopSession(ctx context.Context, sessionID string, mess...
  type SearchKnowledgeRequest (line 436) | type SearchKnowledgeRequest struct
  type SearchKnowledgeResponse (line 444) | type SearchKnowledgeResponse struct
  method SearchKnowledge (line 450) | func (c *Client) SearchKnowledge(ctx context.Context, request *SearchKno...

FILE: client/skill.go
  type SkillInfo (line 9) | type SkillInfo struct
  type SkillListResponse (line 15) | type SkillListResponse struct
  method ListSkills (line 22) | func (c *Client) ListSkills(ctx context.Context) ([]SkillInfo, bool, err...

FILE: client/system.go
  type SystemInfo (line 10) | type SystemInfo struct
  type ParserEngine (line 24) | type ParserEngine struct
  type StorageEngineStatusItem (line 32) | type StorageEngineStatusItem struct
  type StorageEngineStatusResponse (line 39) | type StorageEngineStatusResponse struct
  type StorageCheckRequest (line 45) | type StorageCheckRequest struct
  type StorageCheckResponse (line 54) | type StorageCheckResponse struct
  type MinioBucketInfo (line 61) | type MinioBucketInfo struct
  method GetSystemInfo (line 68) | func (c *Client) GetSystemInfo(ctx context.Context) (*SystemInfo, error) {
  method ListParserEngines (line 84) | func (c *Client) ListParserEngines(ctx context.Context) ([]ParserEngine,...
  method CheckParserEngines (line 101) | func (c *Client) CheckParserEngines(ctx context.Context, config any) ([]...
  method ReconnectDocReader (line 117) | func (c *Client) ReconnectDocReader(ctx context.Context, addr string) er...
  method GetStorageEngineStatus (line 127) | func (c *Client) GetStorageEngineStatus(ctx context.Context) (*StorageEn...
  method CheckStorageEngine (line 143) | func (c *Client) CheckStorageEngine(ctx context.Context, req *StorageChe...
  method ListMinioBuckets (line 159) | func (c *Client) ListMinioBuckets(ctx context.Context) ([]MinioBucketInf...

FILE: client/tag.go
  type Tag (line 13) | type Tag struct
  type TagWithStats (line 26) | type TagWithStats struct
  type CreateTagPayload (line 33) | type CreateTagPayload struct
  type UpdateTagPayload (line 40) | type UpdateTagPayload struct
  type TagsPage (line 47) | type TagsPage struct
  type TagsResponse (line 55) | type TagsResponse struct
  type TagResponse (line 63) | type TagResponse struct
  type tagSimpleResponse (line 70) | type tagSimpleResponse struct
  method ListTags (line 77) | func (c *Client) ListTags(ctx context.Context,
  method CreateTag (line 108) | func (c *Client) CreateTag(ctx context.Context,
  method UpdateTag (line 126) | func (c *Client) UpdateTag(ctx context.Context,
  method UpdateTagBySeqID (line 143) | func (c *Client) UpdateTagBySeqID(ctx context.Context,
  method DeleteTag (line 154) | func (c *Client) DeleteTag(ctx context.Context,
  method DeleteTagBySeqID (line 183) | func (c *Client) DeleteTagBySeqID(ctx context.Context,

FILE: client/tenant.go
  type RetrieverEngines (line 18) | type RetrieverEngines struct
  type RetrieverEngineParams (line 23) | type RetrieverEngineParams struct
  type Tenant (line 29) | type Tenant struct
  type TenantResponse (line 54) | type TenantResponse struct
  type TenantListResponse (line 60) | type TenantListResponse struct
  method CreateTenant (line 68) | func (c *Client) CreateTenant(ctx context.Context, tenant *Tenant) (*Ten...
  method GetTenant (line 83) | func (c *Client) GetTenant(ctx context.Context, tenantID uint64) (*Tenan...
  method UpdateTenant (line 99) | func (c *Client) UpdateTenant(ctx context.Context, tenant *Tenant) (*Ten...
  method DeleteTenant (line 115) | func (c *Client) DeleteTenant(ctx context.Context, tenantID uint64) error {
  method ListTenants (line 131) | func (c *Client) ListTenants(ctx context.Context) ([]Tenant, error) {
  method ListAllTenants (line 146) | func (c *Client) ListAllTenants(ctx context.Context) ([]Tenant, error) {
  type TenantSearchResponse (line 161) | type TenantSearchResponse struct
  method SearchTenants (line 172) | func (c *Client) SearchTenants(ctx context.Context, keyword string, tena...
  method GetTenantKV (line 197) | func (c *Client) GetTenantKV(ctx context.Context, key string) (json.RawM...
  method UpdateTenantKV (line 215) | func (c *Client) UpdateTenantKV(ctx context.Context, key string, value a...

FILE: client/web_search.go
  type WebSearchProvider (line 10) | type WebSearchProvider struct
  method GetWebSearchProviders (line 18) | func (c *Client) GetWebSearchProviders(ctx context.Context) ([]json.RawM...

FILE: cmd/download/duckdb/duckdb.go
  function downloadSpatial (line 10) | func downloadSpatial() {
  function main (line 32) | func main() {

FILE: dataset/qa_dataset.py
  function read_parquet (line 36) | def read_parquet(path):
  function save_to_parquet (line 40) | def save_to_parquet(df: pd.DataFrame, path: str):
  function print_stats (line 47) | def print_stats(df: pd.DataFrame, name: str):
  function sample_data (line 59) | def sample_data(
  class QAAnsweringSystem (line 102) | class QAAnsweringSystem:
    method __init__ (line 103) | def __init__(
    method get_context_for_qid (line 127) | def get_context_for_qid(self, qid: str) -> str:
    method answer_question (line 148) | def answer_question(self, qid: str, model: str = "gpt-4o-2024-05-13") ...
  function sample_command (line 183) | def sample_command(args):
  function generate_answers (line 217) | def generate_answers(input_dir: str, output_dir: str, max_retries: int =...
  function show_results (line 288) | def show_results(input_dir: str, n: int = 5):
  function main (line 330) | def main():

FILE: docreader/client/client.go
  function getMaxMessageSize (line 16) | func getMaxMessageSize() int {
  type ImageRefInfo (line 28) | type ImageRefInfo struct
  type Client (line 36) | type Client struct
    method Close (line 71) | func (c *Client) Close() error {
    method SetDebug (line 76) | func (c *Client) SetDebug(debug bool) {
    method Log (line 80) | func (c *Client) Log(level string, format string, args ...interface{}) {
  function NewClient (line 42) | func NewClient(addr string) (*Client, error) {
  function GetImageRefsFromResponse (line 88) | func GetImageRefsFromResponse(resp *proto.ReadResponse) []ImageRefInfo {

FILE: docreader/client/client_test.go
  function init (line 13) | func init() {
  function TestReadURL (line 19) | func TestReadURL(t *testing.T) {
  function TestReadFile (line 49) | func TestReadFile(t *testing.T) {

FILE: docreader/config.py
  function _get_first_env (line 10) | def _get_first_env(keys: Iterable[str]) -> Tuple[Optional[str], Optional...
  function _get_str (line 18) | def _get_str(keys: Iterable[str], default: str = "") -> str:
  function _get_int (line 23) | def _get_int(keys: Iterable[str], default: int) -> int:
  function _get_bool (line 33) | def _get_bool(keys: Iterable[str], default: bool) -> bool:
  function _mask_secret (line 40) | def _mask_secret(v: str) -> str:
  class DocReaderConfig (line 49) | class DocReaderConfig:
  function load_config (line 63) | def load_config() -> DocReaderConfig:
  function dump_config (line 98) | def dump_config(mask_secrets: bool = True) -> Dict[str, Any]:
  function print_config (line 111) | def print_config() -> None:

FILE: docreader/main.py
  function to_valid_utf8_text (line 31) | def to_valid_utf8_text(s: Optional[str]) -> str:
  function _resolve_images (line 54) | def _resolve_images(images: dict, request_id: str, storage_map: dict | N...
  class DocReaderServicer (line 98) | class DocReaderServicer(docreader_pb2_grpc.DocReaderServicer):
    method __init__ (line 99) | def __init__(self):
    method Read (line 103) | def Read(self, request: ReadRequest, context):
    method ListEngines (line 167) | def ListEngines(self, request, context):
  function main (line 183) | def main():

FILE: docreader/models/document.py
  class Chunk (line 9) | class Chunk(BaseModel):
    method to_dict (line 25) | def to_dict(self, **kwargs: Any) -> Dict[str, Any]:
    method to_json (line 33) | def to_json(self, **kwargs: Any) -> str:
    method __hash__ (line 38) | def __hash__(self):
    method __eq__ (line 42) | def __eq__(self, other):
    method from_dict (line 47) | def from_dict(cls, data: Dict[str, Any], **kwargs: Any):  # type: ignore
    method from_json (line 56) | def from_json(cls, data_str: str, **kwargs: Any):  # type: ignore
  class Document (line 62) | class Document(BaseModel):
    method set_content (line 78) | def set_content(self, content: str) -> None:
    method get_content (line 82) | def get_content(self) -> str:
    method is_valid (line 86) | def is_valid(self) -> bool:

FILE: docreader/models/read_config.py
  class ChunkingConfig (line 5) | class ChunkingConfig:

FILE: docreader/ocr/__init__.py
  class OCREngine (line 12) | class OCREngine:
    method get_instance (line 19) | def get_instance(cls, backend_type: str) -> OCRBackend:

FILE: docreader/ocr/base.py
  class OCRBackend (line 10) | class OCRBackend(ABC):
    method predict (line 14) | def predict(self, image: Union[str, bytes, Image.Image]) -> str:
  class DummyOCRBackend (line 26) | class DummyOCRBackend(OCRBackend):
    method predict (line 29) | def predict(self, image: Union[str, bytes, Image.Image]) -> str:

FILE: docreader/ocr/paddle.py
  class PaddleOCRBackend (line 16) | class PaddleOCRBackend(OCRBackend):
    method __init__ (line 19) | def __init__(self):
    method predict (line 118) | def predict(self, image: Union[str, bytes, Image.Image]) -> str:
    method _predict (line 137) | def _predict(self, image: Image.Image) -> str:

FILE: docreader/ocr/vlm.py
  class VLMOCRBackend (line 14) | class VLMOCRBackend(OCRBackend):
    method __init__ (line 17) | def __init__(self):
    method predict (line 41) | def predict(self, image: Union[str, bytes, Image.Image]) -> str:

FILE: docreader/parser/base_parser.py
  class BaseParser (line 13) | class BaseParser(ABC):
    method __init__ (line 21) | def __init__(
    method parse_into_text (line 37) | def parse_into_text(self, content: bytes) -> Document:
    method parse (line 45) | def parse(self, content: bytes) -> Document:

FILE: docreader/parser/chain_parser.py
  class FirstParser (line 20) | class FirstParser(BaseParser):
    method __init__ (line 38) | def __init__(self, *args, **kwargs):
    method parse_into_text (line 48) | def parse_into_text(self, content: bytes) -> Document:
    method create (line 75) | def create(cls, *parser_classes: Type["BaseParser"]) -> Type["FirstPar...
  class PipelineParser (line 94) | class PipelineParser(BaseParser):
    method __init__ (line 112) | def __init__(self, *args, **kwargs):
    method parse_into_text (line 122) | def parse_into_text(self, content: bytes) -> Document:
    method create (line 151) | def create(cls, *parser_classes: Type["BaseParser"]) -> Type["Pipeline...

FILE: docreader/parser/doc_parser.py
  class SandboxExecutor (line 16) | class SandboxExecutor:
    method __init__ (line 19) | def __init__(self, proxy: Optional[str] = None, default_timeout: int =...
    method execute_in_sandbox (line 31) | def execute_in_sandbox(self, cmd: List[str]) -> tuple:
    method _execute_with_proxy (line 54) | def _execute_with_proxy(self, cmd: List[str]) -> tuple:
  class DocParser (line 95) | class DocParser(Docx2Parser):
    method __init__ (line 98) | def __init__(self, *args, **kwargs):
    method parse_into_text (line 103) | def parse_into_text(self, content: bytes) -> Document:
    method _parse_with_docx (line 129) | def _parse_with_docx(self, temp_file_path: str) -> Document:
    method _parse_with_antiword (line 142) | def _parse_with_antiword(self, temp_file_path: str) -> Document:
    method _parse_with_textract (line 164) | def _parse_with_textract(self, temp_file_path: str) -> Document:
    method _try_convert_doc_to_docx (line 170) | def _try_convert_doc_to_docx(self, doc_path: str) -> Optional[bytes]:
    method _try_find_executable_path (line 231) | def _try_find_executable_path(
    method _try_find_soffice (line 269) | def _try_find_soffice(self) -> Optional[str]:
    method _try_find_antiword (line 293) | def _try_find_antiword(self) -> Optional[str]:

FILE: docreader/parser/docx2_parser.py
  class Docx2Parser (line 10) | class Docx2Parser(FirstParser):

FILE: docreader/parser/docx_parser.py
  class ImageData (line 29) | class ImageData:
  class LineData (line 38) | class LineData:
  class DocxParser (line 52) | class DocxParser(BaseParser):
    method __init__ (line 55) | def __init__(
    method parse_into_text (line 79) | def parse_into_text(self, content: bytes) -> DocumentModel:
    method _parse_using_simple_method (line 185) | def _parse_using_simple_method(self, content: bytes) -> DocumentModel:
  class Docx (line 268) | class Docx:
    method __init__ (line 269) | def __init__(self, max_image_size=1920, enable_multimodal=False, uploa...
    method get_picture (line 277) | def get_picture(self, document, paragraph) -> Optional[Image.Image]:
    method _identify_page_paragraph_mapping (line 319) | def _identify_page_paragraph_mapping(self, max_page=100000):
    method __call__ (line 453) | def __call__(
    method _load_document (line 521) | def _load_document(self, binary):
    method _init_shared_resources (line 538) | def _init_shared_resources(self):
    method _get_request_id (line 546) | def _get_request_id(self):
    method _apply_page_limit (line 560) | def _apply_page_limit(self, para_page_mapping, from_page, to_page):
    method _process_document (line 609) | def _process_document(
    method _check_document_has_images (line 655) | def _check_document_has_images(self):
    method _calculate_optimal_workers (line 669) | def _calculate_optimal_workers(
    method _prepare_document_sharing (line 690) | def _prepare_document_sharing(self, binary):
    method _prepare_multiprocess_args (line 706) | def _prepare_multiprocess_args(
    method _execute_multiprocess_tasks (line 743) | def _execute_multiprocess_tasks(self, args_list, max_workers):
    method _collect_process_results (line 778) | def _collect_process_results(self, future_to_idx, args_list, batch_sta...
    method _process_multiprocess_results (line 837) | def _process_multiprocess_results(self, results: List[LineData]):
    method _cleanup_temp_image_files (line 956) | def _cleanup_temp_image_files(self, temp_paths):
    method _cleanup_temp_file (line 992) | def _cleanup_temp_file(self, temp_file_path):
    method _process_tables (line 1005) | def _process_tables(self):
    method _convert_table_to_html (line 1030) | def _convert_table_to_html(self, table):
    method _safe_concat_images (line 1060) | def _safe_concat_images(self, images):
  function _save_image_to_temp (line 1110) | def _save_image_to_temp(logger, image, page_num, img_idx):
  function process_page_multiprocess (line 1145) | def process_page_multiprocess(
  function _load_document_in_process (line 1270) | def _load_document_in_process(logger, page_num, temp_file_path):
  function _extract_page_content_in_process (line 1300) | def _extract_page_content_in_process(
  function _extract_image_in_process (line 1400) | def _extract_image_in_process(

FILE: docreader/parser/excel_parser.py
  class ExcelParser (line 20) | class ExcelParser(BaseParser):
    method parse_into_text (line 43) | def parse_into_text(self, content: bytes) -> Document:

FILE: docreader/parser/image_parser.py
  class ImageParser (line 11) | class ImageParser(BaseParser):
    method parse_into_text (line 19) | def parse_into_text(self, content: bytes) -> Document:

FILE: docreader/parser/markdown_parser.py
  class MarkdownTableUtil (line 30) | class MarkdownTableUtil:
    method __init__ (line 49) | def __init__(self):
    method format_table (line 61) | def format_table(self, content: str) -> str:
    method _self_test (line 106) | def _self_test():
  class MarkdownTableFormatter (line 127) | class MarkdownTableFormatter(BaseParser):
    method __init__ (line 143) | def __init__(self, **kwargs):
    method parse_into_text (line 147) | def parse_into_text(self, content: bytes) -> Document:
  class MarkdownImageUtil (line 163) | class MarkdownImageUtil:
    method __init__ (line 177) | def __init__(self):
    method extract_image (line 188) | def extract_image(
    method extract_base64 (line 235) | def extract_base64(
    method replace_path (line 296) | def replace_path(self, content: str, images: Dict[str, str]) -> str:
    method _self_test (line 339) | def _self_test():
  class MarkdownImageBase64 (line 350) | class MarkdownImageBase64(BaseParser):
    method __init__ (line 358) | def __init__(self, **kwargs):
    method parse_into_text (line 362) | def parse_into_text(self, content: bytes) -> Document:
  class MarkdownParser (line 374) | class MarkdownParser(PipelineParser):

FILE: docreader/parser/markitdown_parser.py
  class StdMarkitdownParser (line 14) | class StdMarkitdownParser(BaseParser):
    method __init__ (line 22) | def __init__(self, *args, **kwargs):
    method parse_into_text (line 27) | def parse_into_text(self, content: bytes) -> Document:
  class MarkitdownParser (line 45) | class MarkitdownParser(PipelineParser):

FILE: docreader/parser/parser.py
  class Parser (line 11) | class Parser:
    method __init__ (line 18) | def __init__(self):
    method parse_file (line 25) | def parse_file(
    method parse_url (line 65) | def parse_url(

FILE: docreader/parser/pdf_parser.py
  class PDFParser (line 5) | class PDFParser(FirstParser):

FILE: docreader/parser/registry.py
  class ParserEngineRegistry (line 18) | class ParserEngineRegistry:
    method __init__ (line 26) | def __init__(self):
    method register (line 32) | def register(
    method get_parser_class (line 51) | def get_parser_class(self, engine: str, file_type: str) -> Type[BasePa...
    method list_engines (line 77) | def list_engines(self, overrides: Optional[Dict[str, str]] = None) -> ...
    method get_engine_names (line 108) | def get_engine_names(self) -> List[str]:
  function _build_default_registry (line 112) | def _build_default_registry() -> ParserEngineRegistry:

FILE: docreader/parser/storage.py
  function _cfg (line 18) | def _cfg(storage_config: Optional[Dict], key: str, *env_keys: str, defau...
  class Storage (line 31) | class Storage(ABC):
    method upload_file (line 35) | def upload_file(self, file_path: str) -> str:
    method upload_bytes (line 39) | def upload_bytes(self, content: bytes, file_ext: str = ".png") -> str:
  class CosStorage (line 43) | class CosStorage(Storage):
    method __init__ (line 46) | def __init__(self, storage_config: Optional[Dict] = None):
    method _init_cos_client (line 52) | def _init_cos_client(self):
    method _get_download_url (line 85) | def _get_download_url(self, bucket_name, region, object_key):
    method upload_file (line 88) | def upload_file(self, file_path: str) -> str:
    method upload_bytes (line 106) | def upload_bytes(self, content: bytes, file_ext: str = ".png") -> str:
  class MinioStorage (line 127) | class MinioStorage(Storage):
    method __init__ (line 130) | def __init__(self, storage_config: Optional[Dict] = None):
    method _init_minio_client (line 136) | def _init_minio_client(self):
    method _get_download_url (line 177) | def _get_download_url(self, object_key: str):
    method upload_file (line 184) | def upload_file(self, file_path: str) -> str:
    method upload_bytes (line 210) | def upload_bytes(self, content: bytes, file_ext: str = ".png") -> str:
  class LocalStorage (line 235) | class LocalStorage(Storage):
    method __init__ (line 242) | def __init__(self, storage_config: Optional[Dict] = None):
    method _to_url (line 259) | def _to_url(self, fpath: str) -> str:
    method upload_file (line 265) | def upload_file(self, file_path: str) -> str:
    method upload_bytes (line 268) | def upload_bytes(self, content: bytes, file_ext: str = ".png") -> str:
  class Base64Storage (line 277) | class Base64Storage(Storage):
    method upload_file (line 278) | def upload_file(self, file_path: str) -> str:
    method upload_bytes (line 281) | def upload_bytes(self, content: bytes, file_ext: str = ".png") -> str:
  class DummyStorage (line 286) | class DummyStorage(Storage):
    method upload_file (line 289) | def upload_file(self, file_path: str) -> str:
    method upload_bytes (line 292) | def upload_bytes(self, content: bytes, file_ext: str = ".png") -> str:
  function create_storage (line 296) | def create_storage(storage_config: Optional[Dict[str, str]] = None) -> S...

FILE: docreader/parser/web_parser.py
  class StdWebParser (line 17) | class StdWebParser(BaseParser):
    method __init__ (line 25) | def __init__(self, title: str, **kwargs):
    method scrape (line 38) | async def scrape(self, url: str) -> str:
    method parse_into_text (line 85) | def parse_into_text(self, content: bytes) -> Document:
  class WebParser (line 116) | class WebParser(PipelineParser):

FILE: docreader/proto/docreader.pb.go
  constant _ (line 19) | _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
  constant _ (line 21) | _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
  type ReadConfig (line 24) | type ReadConfig struct
    method Reset (line 32) | func (x *ReadConfig) Reset() {
    method String (line 39) | func (x *ReadConfig) String() string {
    method ProtoMessage (line 43) | func (*ReadConfig) ProtoMessage() {}
    method ProtoReflect (line 45) | func (x *ReadConfig) ProtoReflect() protoreflect.Message {
    method Descriptor (line 58) | func (*ReadConfig) Descriptor() ([]byte, []int) {
    method GetParserEngine (line 62) | func (x *ReadConfig) GetParserEngine() string {
    method GetParserEngineOverrides (line 69) | func (x *ReadConfig) GetParserEngineOverrides() map[string]string {
  type ReadRequest (line 77) | type ReadRequest struct
    method Reset (line 90) | func (x *ReadRequest) Reset() {
    method String (line 97) | func (x *ReadRequest) String() string {
    method ProtoMessage (line 101) | func (*ReadRequest) ProtoMessage() {}
    method ProtoReflect (line 103) | func (x *ReadRequest) ProtoReflect() protoreflect.Message {
    method Descriptor (line 116) | func (*ReadRequest) Descriptor() ([]byte, []int) {
    method GetFileContent (line 120) | func (x *ReadRequest) GetFileContent() []byte {
    method GetFileName (line 127) | func (x *ReadRequest) GetFileName() string {
    method GetFileType (line 134) | func (x *ReadRequest) GetFileType() string {
    method GetUrl (line 141) | func (x *ReadRequest) GetUrl() string {
    method GetTitle (line 148) | func (x *ReadRequest) GetTitle() string {
    method GetConfig (line 155) | func (x *ReadRequest) GetConfig() *ReadConfig {
    method GetRequestId (line 162) | func (x *ReadRequest) GetRequestId() string {
  type ImageRef (line 169) | type ImageRef struct
    method Reset (line 180) | func (x *ImageRef) Reset() {
    method String (line 187) | func (x *ImageRef) String() string {
    method ProtoMessage (line 191) | func (*ImageRef) ProtoMessage() {}
    method ProtoReflect (line 193) | func (x *ImageRef) ProtoReflect() protoreflect.Message {
    method Descriptor (line 206) | func (*ImageRef) Descriptor() ([]byte, []int) {
    method GetFilename (line 210) | func (x *ImageRef) GetFilename() string {
    method GetOriginalRef (line 217) | func (x *ImageRef) GetOriginalRef() string {
    method GetMimeType (line 224) | func (x *ImageRef) GetMimeType() string {
    method GetStorageKey (line 231) | func (x *ImageRef) GetStorageKey() string {
    method GetImageData (line 238) | func (x *ImageRef) GetImageData() []byte {
  type ReadResponse (line 245) | type ReadResponse struct
    method Reset (line 256) | func (x *ReadResponse) Reset() {
    method String (line 263) | func (x *ReadResponse) String() string {
    method ProtoMessage (line 267) | func (*ReadResponse) ProtoMessage() {}
    method ProtoReflect (line 269) | func (x *ReadResponse) ProtoReflect() protoreflect.Message {
    method Descriptor (line 282) | func (*ReadResponse) Descriptor() ([]byte, []int) {
    method GetMarkdownContent (line 286) | func (x *ReadResponse) GetMarkdownContent() string {
    method GetImageRefs (line 293) | func (x *ReadResponse) GetImageRefs() []*ImageRef {
    method GetImageDirPath (line 300) | func (x *ReadResponse) GetImageDirPath() string {
    method GetMetadata (line 307) | func (x *ReadResponse) GetMetadata() map[string]string {
    method GetError (line 314) | func (x *ReadResponse) GetError() string {
  type ListEnginesRequest (line 321) | type ListEnginesRequest struct
    method Reset (line 328) | func (x *ListEnginesRequest) Reset() {
    method String (line 335) | func (x *ListEnginesRequest) String() string {
    method ProtoMessage (line 339) | func (*ListEnginesRequest) ProtoMessage() {}
    method ProtoReflect (line 341) | func (x *ListEnginesRequest) ProtoReflect() protoreflect.Message {
    method Descriptor (line 354) | func (*ListEnginesRequest) Descriptor() ([]byte, []int) {
    method GetConfigOverrides (line 358) | func (x *ListEnginesRequest) GetConfigOverrides() map[string]string {
  type ParserEngineInfo (line 365) | type ParserEngineInfo struct
    method Reset (line 376) | func (x *ParserEngineInfo) Reset() {
    method String (line 383) | func (x *ParserEngineInfo) String() string {
    method ProtoMessage (line 387) | func (*ParserEngineInfo) ProtoMessage() {}
    method ProtoReflect (line 389) | func (x *ParserEngineInfo) ProtoReflect() protoreflect.Message {
    method Descriptor (line 402) | func (*ParserEngineInfo) Descriptor() ([]byte, []int) {
    method GetName (line 406) | func (x *ParserEngineInfo) GetName() string {
    method GetDescription (line 413) | func (x *ParserEngineInfo) GetDescription() string {
    method GetFileTypes (line 420) | func (x *ParserEngineInfo) GetFileTypes() []string {
    method GetAvailable (line 427) | func (x *ParserEngineInfo) GetAvailable() bool {
    method GetUnavailableReason (line 434) | func (x *ParserEngineInfo) GetUnavailableReason() string {
  type ListEnginesResponse (line 441) | type ListEnginesResponse struct
    method Reset (line 448) | func (x *ListEnginesResponse) Reset() {
    method String (line 455) | func (x *ListEnginesResponse) String() string {
    method ProtoMessage (line 459) | func (*ListEnginesResponse) ProtoMessage() {}
    method ProtoReflect (line 461) | func (x *ListEnginesResponse) ProtoReflect() protoreflect.Message {
    method Descriptor (line 474) | func (*ListEnginesResponse) Descriptor() ([]byte, []int) {
    method GetEngines (line 478) | func (x *ListEnginesResponse) GetEngines() []*ParserEngineInfo {
  constant file_docreader_proto_rawDesc (line 487) | file_docreader_proto_rawDesc = "" +
  function file_docreader_proto_rawDescGZIP (line 547) | func file_docreader_proto_rawDescGZIP() []byte {
  function init (line 585) | func init() { file_docreader_proto_init() }
  function file_docreader_proto_init (line 586) | func file_docreader_proto_init() {

FILE: docreader/proto/docreader_grpc.pb.go
  constant _ (line 19) | _ = grpc.SupportPackageIsVersion9
  constant DocReader_Read_FullMethodName (line 22) | DocReader_Read_FullMethodName        = "/docreader.DocReader/Read"
  constant DocReader_ListEngines_FullMethodName (line 23) | DocReader_ListEngines_FullMethodName = "/docreader.DocReader/ListEngines"
  type DocReaderClient (line 29) | type DocReaderClient interface
  type docReaderClient (line 34) | type docReaderClient struct
    method Read (line 42) | func (c *docReaderClient) Read(ctx context.Context, in *ReadRequest, o...
    method ListEngines (line 52) | func (c *docReaderClient) ListEngines(ctx context.Context, in *ListEng...
  function NewDocReaderClient (line 38) | func NewDocReaderClient(cc grpc.ClientConnInterface) DocReaderClient {
  type DocReaderServer (line 65) | type DocReaderServer interface
  type UnimplementedDocReaderServer (line 76) | type UnimplementedDocReaderServer struct
    method Read (line 78) | func (UnimplementedDocReaderServer) Read(context.Context, *ReadRequest...
    method ListEngines (line 81) | func (UnimplementedDocReaderServer) ListEngines(context.Context, *List...
    method mustEmbedUnimplementedDocReaderServer (line 84) | func (UnimplementedDocReaderServer) mustEmbedUnimplementedDocReaderSer...
    method testEmbeddedByValue (line 85) | func (UnimplementedDocReaderServer) testEmbeddedByValue()             ...
  type UnsafeDocReaderServer (line 90) | type UnsafeDocReaderServer interface
  function RegisterDocReaderServer (line 94) | func RegisterDocReaderServer(s grpc.ServiceRegistrar, srv DocReaderServe...
  function _DocReader_Read_Handler (line 105) | func _DocReader_Read_Handler(srv interface{}, ctx context.Context, dec f...
  function _DocReader_ListEngines_Handler (line 123) | func _DocReader_ListEngines_Handler(srv interface{}, ctx context.Context...

FILE: docreader/proto/docreader_pb2.pyi
  class ReadConfig (line 9) | class ReadConfig(_message.Message):
    class ParserEngineOverridesEntry (line 11) | class ParserEngineOverridesEntry(_message.Message):
      method __init__ (line 17) | def __init__(self, key: _Optional[str] = ..., value: _Optional[str] ...
    method __init__ (line 22) | def __init__(self, parser_engine: _Optional[str] = ..., parser_engine_...
  class ReadRequest (line 24) | class ReadRequest(_message.Message):
    method __init__ (line 40) | def __init__(self, file_content: _Optional[bytes] = ..., file_name: _O...
  class ImageRef (line 42) | class ImageRef(_message.Message):
    method __init__ (line 54) | def __init__(self, filename: _Optional[str] = ..., original_ref: _Opti...
  class ReadResponse (line 56) | class ReadResponse(_message.Message):
    class MetadataEntry (line 58) | class MetadataEntry(_message.Message):
      method __init__ (line 64) | def __init__(self, key: _Optional[str] = ..., value: _Optional[str] ...
    method __init__ (line 75) | def __init__(self, markdown_content: _Optional[str] = ..., image_refs:...
  class ListEnginesRequest (line 77) | class ListEnginesRequest(_message.Message):
    class ConfigOverridesEntry (line 79) | class ConfigOverridesEntry(_message.Message):
      method __init__ (line 85) | def __init__(self, key: _Optional[str] = ..., value: _Optional[str] ...
    method __init__ (line 88) | def __init__(self, config_overrides: _Optional[_Mapping[str, str]] = ....
  class ParserEngineInfo (line 90) | class ParserEngineInfo(_message.Message):
    method __init__ (line 102) | def __init__(self, name: _Optional[str] = ..., description: _Optional[...
  class ListEnginesResponse (line 104) | class ListEnginesResponse(_message.Message):
    method __init__ (line 108) | def __init__(self, engines: _Optional[_Iterable[_Union[ParserEngineInf...

FILE: docreader/proto/docreader_pb2_grpc.py
  class DocReaderStub (line 28) | class DocReaderStub(object):
    method __init__ (line 31) | def __init__(self, channel):
  class DocReaderServicer (line 49) | class DocReaderServicer(object):
    method Read (line 52) | def Read(self, request, context):
    method ListEngines (line 58) | def ListEngines(self, request, context):
  function add_DocReaderServicer_to_server (line 65) | def add_DocReaderServicer_to_server(servicer, server):
  class DocReader (line 85) | class DocReader(object):
    method Read (line 89) | def Read(request,
    method ListEngines (line 116) | def ListEngines(request,

FILE: docreader/scripts/download_deps.py
  function init_ocr_model (line 26) | def init_ocr_model():

FILE: docreader/splitter/header_hook.py
  class HeaderTrackerHook (line 7) | class HeaderTrackerHook(BaseModel):
    method __init__ (line 23) | def __init__(
  class HeaderTracker (line 67) | class HeaderTracker(BaseModel):
    method update (line 74) | def update(self, split: str) -> Dict[int, str]:
    method get_headers (line 104) | def get_headers(self) -> str:

FILE: docreader/splitter/splitter.py
  class TextSplitter (line 31) | class TextSplitter(BaseModel, Generic[T]):
    method __init__ (line 65) | def __init__(
    method split_text (line 116) | def split_text(self, text: str) -> List[Tuple[int, int, str]]:
    method _split (line 146) | def _split(self, text: str) -> List[str]:
    method _merge (line 183) | def _merge(self, splits: List[str]) -> List[Tuple[int, int, str]]:
    method _split_protected (line 299) | def _split_protected(self, text: str) -> List[Tuple[int, str]]:
    method _join (line 335) | def _join(self, splits: List[str], protect: List[Tuple[int, str]]) -> ...
    method _validate_chunks (line 409) | def _validate_chunks(
    method restore_text (line 517) | def restore_text(self, chunks: List[Tuple[int, int, str]]) -> str:

FILE: docreader/utils/__init__.py
  function singleton (line 25) | def singleton(cls, *args, **kw):
  function rmSpace (line 40) | def rmSpace(txt):
  function findMaxDt (line 46) | def findMaxDt(fnm):
  function findMaxTm (line 66) | def findMaxTm(fnm):

FILE: docreader/utils/endecode.py
  function decode_image (line 23) | def decode_image(image: Union[str, bytes, Image.Image, np.ndarray]) -> str:
  function encode_image (line 78) | def encode_image(image: str, errors="strict") -> bytes:
  function encode_bytes (line 115) | def encode_bytes(content: str) -> bytes:
  function decode_bytes (line 133) | def decode_bytes(

FILE: docreader/utils/request.py
  function set_request_id (line 17) | def set_request_id(request_id: str) -> None:
  function get_request_id (line 22) | def get_request_id() -> Optional[str]:
  class MillisecondFormatter (line 27) | class MillisecondFormatter(logging.Formatter):
    method formatTime (line 30) | def formatTime(self, record, datefmt=None):
  function init_logging_request_id (line 47) | def init_logging_request_id():
  class RequestIdFilter (line 84) | class RequestIdFilter(logging.Filter):
    method filter (line 87) | def filter(self, record: LogRecord) -> bool:
  function request_id_context (line 121) | def request_id_context(request_id: str = None):

FILE: docreader/utils/split.py
  function split_text_keep_separator (line 5) | def split_text_keep_separator(text: str, separator: str) -> List[str]:
  function split_by_sep (line 27) | def split_by_sep(sep: str, keep_sep: bool = True) -> Callable[[str], Lis...
  function split_by_char (line 43) | def split_by_char() -> Callable[[str], List[str]]:
  function split_by_regex (line 52) | def split_by_regex(regex: str) -> Callable[[str], List[str]]:
  function match_by_regex (line 68) | def match_by_regex(regex: str) -> Callable[[str], bool]:

FILE: docreader/utils/tempfile.py
  class TempFileContext (line 8) | class TempFileContext:
    method __init__ (line 9) | def __init__(self, file_content: bytes, suffix: str):
    method __enter__ (line 19) | def __enter__(self):
    method __exit__ (line 31) | def __exit__(self, exc_type, exc_val, exc_tb):
  class TempDirContext (line 44) | class TempDirContext:
    method __init__ (line 45) | def __init__(self):
    method __enter__ (line 51) | def __enter__(self):
    method __exit__ (line 59) | def __exit__(self, exc_type, exc_val, exc_tb):

FILE: docs/docs.go
  constant docTemplate (line 6) | docTemplate = `{
  function init (line 10707) | func init() {

FILE: examples/skills/pdf-processing/scripts/analyze_form.py
  function analyze_form (line 10) | def analyze_form(pdf_path):

FILE: examples/skills/pdf-processing/scripts/extract_text.py
  function extract_text (line 9) | def extract_text(pdf_path, page_num=None):

FILE: frontend/src/api/agent/index.ts
  type CustomAgentConfig (line 4) | interface CustomAgentConfig {
  type CustomAgent (line 78) | interface CustomAgent {
  type CreateAgentRequest (line 92) | interface CreateAgentRequest {
  type UpdateAgentRequest (line 100) | interface UpdateAgentRequest {
  constant BUILTIN_QUICK_ANSWER_ID (line 108) | const BUILTIN_QUICK_ANSWER_ID = 'builtin-quick-answer';
  constant BUILTIN_SMART_REASONING_ID (line 109) | const BUILTIN_SMART_REASONING_ID = 'builtin-smart-reasoning';
  constant AGENT_MODE_QUICK_ANSWER (line 112) | const AGENT_MODE_QUICK_ANSWER = 'quick-answer';
  constant AGENT_MODE_SMART_REASONING (line 113) | const AGENT_MODE_SMART_REASONING = 'smart-reasoning';
  constant BUILTIN_AGENT_NORMAL_ID (line 116) | const BUILTIN_AGENT_NORMAL_ID = BUILTIN_QUICK_ANSWER_ID;
  constant BUILTIN_AGENT_AGENT_ID (line 118) | const BUILTIN_AGENT_AGENT_ID = BUILTIN_SMART_REASONING_ID;
  function listAgents (line 122) | function listAgents() {
  function getAgentById (line 127) | function getAgentById(id: string) {
  function createAgent (line 132) | function createAgent(data: CreateAgentRequest) {
  function updateAgent (line 137) | function updateAgent(id: string, data: UpdateAgentRequest) {
  function deleteAgent (line 142) | function deleteAgent(id: string) {
  function copyAgent (line 147) | function copyAgent(id: string) {
  function isBuiltinAgent (line 152) | function isBuiltinAgent(agentId: string): boolean {
  type PlaceholderDefinition (line 157) | interface PlaceholderDefinition {
  type PlaceholdersResponse (line 164) | interface PlaceholdersResponse {
  function getPlaceholders (line 175) | function getPlaceholders() {
  type IMChannel (line 181) | interface IMChannel {
  function listIMChannels (line 196) | function listIMChannels(agentId: string) {
  function createIMChannel (line 200) | function createIMChannel(agentId: string, data: Partial<IMChannel>) {
  function updateIMChannel (line 204) | function updateIMChannel(id: string, data: Partial<IMChannel>) {
  function deleteIMChannel (line 208) | function deleteIMChannel(id: string) {
  function toggleIMChannel (line 212) | function toggleIMChannel(id: string) {

FILE: frontend/src/api/auth/index.ts
  type LoginRequest (line 7) | interface LoginRequest {
  type LoginResponse (line 12) | interface LoginResponse {
  type RegisterRequest (line 43) | interface RegisterRequest {
  type RegisterResponse (line 49) | interface RegisterResponse {
  type UserInfo (line 67) | interface UserInfo {
  type TenantInfo (line 79) | interface TenantInfo {
  type KnowledgeBaseInfo (line 95) | interface KnowledgeBaseInfo {
  type ModelInfo (line 107) | interface ModelInfo {
  function login (line 121) | async function login(data: LoginRequest): Promise<LoginResponse> {
  function register (line 136) | async function register(data: RegisterRequest): Promise<RegisterResponse> {
  function getCurrentUser (line 151) | async function getCurrentUser(): Promise<{ success: boolean; data?: { us...
  function getCurrentTenant (line 166) | async function getCurrentTenant(): Promise<{ success: boolean; data?: Te...
  function refreshToken (line 181) | async function refreshToken(refreshToken: string): Promise<{ success: bo...
  function logout (line 212) | async function logout(): Promise<{ success: boolean; message?: string }> {
  function validateToken (line 229) | async function validateToken(): Promise<{ success: boolean; valid?: bool...

FILE: frontend/src/api/chat-history.ts
  type ChatHistoryConfig (line 5) | interface ChatHistoryConfig {
  type ChatHistoryKBStats (line 12) | interface ChatHistoryKBStats {
  type MessageSearchRequest (line 22) | interface MessageSearchRequest {
  type MessageSearchGroupItem (line 30) | interface MessageSearchGroupItem {
  type MessageSearchResult (line 42) | interface MessageSearchResult {
  function getTenantChatHistoryConfig (line 48) | function getTenantChatHistoryConfig() {
  function updateTenantChatHistoryConfig (line 53) | function updateTenantChatHistoryConfig(config: ChatHistoryConfig) {
  function getChatHistoryKBStats (line 58) | function getChatHistoryKBStats() {
  function searchMessages (line 63) | function searchMessages(data: MessageSearchRequest) {

FILE: frontend/src/api/chat/index.ts
  function createSessions (line 5) | async function createSessions(data = {}) {
  function getSessionsList (line 9) | async function getSessionsList(page: number, page_size: number) {
  function generateSessionsTitle (line 13) | async function generateSessionsTitle(session_id: string, data: any) {
  function knowledgeChat (line 17) | async function knowledgeChat(data: { session_id: string; query: string; ...
  function agentChat (line 22) | async function agentChat(data: {
  function getMessageList (line 35) | async function getMessageList(data: { session_id: string; limit: number,...
  function delSession (line 43) | async function delSession(session_id: string) {
  function batchDelSessions (line 47) | async function batchDelSessions(ids: string[]) {
  function deleteAllSessions (line 51) | async function deleteAllSessions() {
  function getSession (line 55) | async function getSession(session_id: string) {
  function stopSession (line 59) | async function stopSession(session_id: string, message_id: string) {
  function clearSessionMessages (line 63) | async function clearSessionMessages(session_id: string) {

FILE: frontend/src/api/chat/streame.ts
  type StreamOptions (line 8) | interface StreamOptions {
  function useStream (line 19) | function useStream() {

FILE: frontend/src/api/initialization/index.ts
  type InitializationConfig (line 7) | interface InitializationConfig {
  type DownloadTask (line 66) | interface DownloadTask {
  type KBModelConfigRequest (line 77) | interface KBModelConfigRequest {
  function updateKBConfig (line 111) | function updateKBConfig(kbId: string, config: KBModelConfigRequest): Pro...
  function initializeSystemByKB (line 127) | function initializeSystemByKB(kbId: string, config: InitializationConfig...
  function checkOllamaStatus (line 143) | function checkOllamaStatus(): Promise<{ available: boolean; version?: st...
  type OllamaModelInfo (line 157) | interface OllamaModelInfo {
  function listOllamaModels (line 165) | function listOllamaModels(): Promise<OllamaModelInfo[]> {
  function checkOllamaModels (line 179) | function checkOllamaModels(models: string[]): Promise<{ models: Record<s...
  function downloadOllamaModel (line 193) | function downloadOllamaModel(modelName: string): Promise<{ taskId: strin...
  function getDownloadProgress (line 207) | function getDownloadProgress(taskId: string): Promise<DownloadTask> {
  function listDownloadTasks (line 221) | function listDownloadTasks(): Promise<DownloadTask[]> {
  function getCurrentConfigByKB (line 235) | function getCurrentConfigByKB(kbId: string): Promise<InitializationConfi...
  function checkRemoteModel (line 249) | function checkRemoteModel(modelConfig: {
  function testEmbeddingModel (line 270) | function testEmbeddingModel(modelConfig: {
  function checkRerankModel (line 291) | function checkRerankModel(modelConfig: {
  function testMultimodalFunction (line 311) | function testMultimodalFunction(testData: {
  type TextRelationExtractionRequest (line 412) | interface TextRelationExtractionRequest {
  type Node (line 418) | interface Node {
  type Relation (line 423) | interface Relation {
  type TextRelationExtractionResponse (line 429) | interface TextRelationExtractionResponse {
  function extractTextRelations (line 435) | function extractTextRelations(request: TextRelationExtractionRequest): P...
  type FabriTextRequest (line 448) | interface FabriTextRequest {
  type FabriTextResponse (line 453) | interface FabriTextResponse {
  function fabriText (line 458) | function fabriText(request: FabriTextRequest): Promise<FabriTextResponse> {
  type FabriTagRequest (line 471) | interface FabriTagRequest {
  type FabriTagResponse (line 474) | interface FabriTagResponse {
  function fabriTag (line 479) | function fabriTag(request: FabriTagRequest): Promise<FabriTagResponse> {
  type ModelProviderOption (line 493) | interface ModelProviderOption {
  function listModelProviders (line 502) | function listModelProviders(modelType?: string): Promise<ModelProviderOp...

FILE: frontend/src/api/knowledge-base/index.ts
  function listKnowledgeBases (line 4) | function listKnowledgeBases(params?: { agent_id?: string }) {
  function createKnowledgeBase (line 11) | function createKnowledgeBase(data: {
  function getKnowledgeBaseById (line 29) | function getKnowledgeBaseById(id: string, options?: { agent_id?: string ...
  function updateKnowledgeBase (line 36) | function updateKnowledgeBase(id: string, data: { name: string; descripti...
  function deleteKnowledgeBase (line 40) | function deleteKnowledgeBase(id: string) {
  function copyKnowledgeBase (line 44) | function copyKnowledgeBase(data: { source_id: string; target_id?: string...
  function listMoveTargets (line 49) | function listMoveTargets(sourceKbId: string) {
  function moveKnowledge (line 54) | function moveKnowledge(data: {
  function getKnowledgeMoveProgress (line 64) | function getKnowledgeMoveProgress(taskId: string) {
  function togglePinKnowledgeBase (line 68) | function togglePinKnowledgeBase(id: string) {
  function uploadKnowledgeFile (line 74) | function uploadKnowledgeFile(kbId: string, data: { file: File; tag_id?: ...
  function createKnowledgeFromURL (line 84) | function createKnowledgeFromURL(kbId: string, data: { url: string; enabl...
  function createManualKnowledge (line 90) | function createManualKnowledge(kbId: string, data: { title: string; cont...
  function listKnowledgeFiles (line 94) | function listKnowledgeFiles(
  function getKnowledgeDetails (line 114) | function getKnowledgeDetails(id: string, options?: { agent_id?: string }) {
  function updateManualKnowledge (line 121) | function updateManualKnowledge(id: string, data: { title: string; conten...
  function reparseKnowledge (line 125) | function reparseKnowledge(id: string) {
  function delKnowledgeDetails (line 129) | function delKnowledgeDetails(id: string) {
  function downKnowledgeDetails (line 133) | function downKnowledgeDetails(id: string) {
  function previewKnowledgeFile (line 137) | function previewKnowledgeFile(id: string) {
  function batchQueryKnowledge (line 142) | function batchQueryKnowledge(idsQueryString: string, kbId?: string, agen...
  function getKnowledgeDetailsCon (line 149) | function getKnowledgeDetailsCon(id: string, page: number) {
  function getChunkByIdOnly (line 154) | function getChunkByIdOnly(chunkId: string) {
  function deleteGeneratedQuestion (line 159) | function deleteGeneratedQuestion(chunkId: string, questionId: string) {
  function listKnowledgeTags (line 163) | function listKnowledgeTags(
  function createKnowledgeBaseTag (line 171) | function createKnowledgeBaseTag(
  function updateKnowledgeBaseTag (line 178) | function updateKnowledgeBaseTag(
  function deleteKnowledgeBaseTag (line 186) | function deleteKnowledgeBaseTag(kbId: string, tagSeqId: number, params?:...
  function updateKnowledgeTagBatch (line 191) | function updateKnowledgeTagBatch(data: { updates: Record<string, string ...
  function updateFAQEntryTagBatch (line 195) | function updateFAQEntryTagBatch(kbId: string, data: { updates: Record<nu...
  function listFAQEntries (line 210) | function listFAQEntries(
  function upsertFAQEntries (line 218) | function upsertFAQEntries(kbId: string, data: { entries: any[]; mode: 'a...
  function createFAQEntry (line 222) | function createFAQEntry(kbId: string, data: any) {
  function updateFAQEntry (line 226) | function updateFAQEntry(kbId: string, entryId: number, data: any) {
  type FAQEntryFieldsUpdate (line 234) | interface FAQEntryFieldsUpdate {
  type FAQEntryFieldsBatchRequest (line 240) | interface FAQEntryFieldsBatchRequest {
  function updateFAQEntryFieldsBatch (line 246) | function updateFAQEntryFieldsBatch(kbId: string, data: FAQEntryFieldsBat...
  function deleteFAQEntries (line 250) | function deleteFAQEntries(kbId: string, ids: number[]) {
  function searchFAQEntries (line 254) | function searchFAQEntries(
  function exportFAQEntries (line 266) | async function exportFAQEntries(kbId: string): Promise<Blob> {
  type FAQBlockedEntry (line 272) | interface FAQBlockedEntry {
  type FAQSuccessEntry (line 278) | interface FAQSuccessEntry {
  type FAQImportProgress (line 286) | interface FAQImportProgress {
  function getFAQImportProgress (line 303) | function getFAQImportProgress(taskId: string) {
  function updateFAQImportResultDisplayStatus (line 307) | function updateFAQImportResultDisplayStatus(knowledgeBaseId: string, dis...
  function searchKnowledge (line 313) | function searchKnowledge(
  function knowledgeSemanticSearch (line 331) | function knowledgeSemanticSearch(data: {

FILE: frontend/src/api/mcp-service.ts
  type MCPService (line 3) | interface MCPService {
  type MCPTool (line 32) | interface MCPTool {
  type MCPResource (line 38) | interface MCPResource {
  type MCPTestResult (line 45) | interface MCPTestResult {
  function listMCPServices (line 53) | async function listMCPServices(): Promise<MCPService[]> {
  function getMCPService (line 59) | async function getMCPService(id: string): Promise<MCPService> {
  function createMCPService (line 65) | async function createMCPService(data: Partial<MCPService>): Promise<MCPS...
  function updateMCPService (line 71) | async function updateMCPService(id: string, data: Partial<MCPService>): ...
  function deleteMCPService (line 77) | async function deleteMCPService(id: string): Promise<void> {
  function testMCPService (line 82) | async function testMCPService(id: string): Promise<MCPTestResult> {
  function getMCPServiceTools (line 94) | async function getMCPServiceTools(id: string): Promise<MCPTool[]> {
  function getMCPServiceResources (line 100) | async function getMCPServiceResources(id: string): Promise<MCPResource[]> {

FILE: frontend/src/api/model/index.ts
  type ModelConfig (line 7) | interface ModelConfig {
  function createModel (line 36) | function createModel(data: ModelConfig): Promise<ModelConfig> {
  function listModels (line 54) | function listModels(type?: string): Promise<ModelConfig[]> {
  function getModel (line 76) | function getModel(id: string): Promise<ModelConfig> {
  function updateModel (line 94) | function updateModel(id: string, data: Partial<ModelConfig>): Promise<Mo...
  function deleteModel (line 112) | function deleteModel(id: string): Promise<void> {

FILE: frontend/src/api/organization/index.ts
  type Organization (line 4) | interface Organization {
  type OrganizationMember (line 28) | interface OrganizationMember {
  type KnowledgeBaseShare (line 39) | interface KnowledgeBaseShare {
  type SharedKnowledgeBase (line 60) | interface SharedKnowledgeBase {
  type SourceFromAgentInfo (line 78) | interface SourceFromAgentInfo {
  type OrganizationSharedKnowledgeBaseItem (line 86) | type OrganizationSharedKnowledgeBaseItem = SharedKnowledgeBase & {
  type OrganizationPreview (line 92) | interface OrganizationPreview {
  type SearchableOrganizationItem (line 106) | interface SearchableOrganizationItem {
  type CreateOrganizationRequest (line 120) | interface CreateOrganizationRequest {
  type UpdateOrganizationRequest (line 128) | interface UpdateOrganizationRequest {
  type UpdateMemberRoleRequest (line 138) | interface UpdateMemberRoleRequest {
  type JoinOrganizationRequest (line 142) | interface JoinOrganizationRequest {
  type ShareKnowledgeBaseRequest (line 146) | interface ShareKnowledgeBaseRequest {
  type UpdateSharePermissionRequest (line 151) | interface UpdateSharePermissionRequest {
  type ApiResponse (line 156) | interface ApiResponse<T> {
  type ResourceCountsByOrg (line 163) | interface ResourceCountsByOrg {
  type ListOrganizationsResponse (line 168) | interface ListOrganizationsResponse {
  type ListMembersResponse (line 174) | interface ListMembersResponse {
  type JoinRequestResponse (line 179) | interface JoinRequestResponse {
  type ListJoinRequestsResponse (line 193) | interface ListJoinRequestsResponse {
  type SubmitJoinRequestRequest (line 198) | interface SubmitJoinRequestRequest {
  type ReviewJoinRequestRequest (line 204) | interface ReviewJoinRequestRequest {
  type RequestRoleUpgradeRequest (line 210) | interface RequestRoleUpgradeRequest {
  type InviteMemberRequest (line 215) | interface InviteMemberRequest {
  type UserSearchResult (line 220) | interface UserSearchResult {
  type ListSharesResponse (line 227) | interface ListSharesResponse {
  type AgentShareResponse (line 233) | interface AgentShareResponse {
  type SharedAgentInfo (line 256) | interface SharedAgentInfo {
  type OrganizationSharedAgentItem (line 271) | type OrganizationSharedAgentItem = SharedAgentInfo & { is_mine: boolean }
  type ListAgentSharesResponse (line 273) | interface ListAgentSharesResponse {
  function createOrganization (line 283) | async function createOrganization(req: CreateOrganizationRequest): Promi...
  function getOrganization (line 295) | async function getOrganization(id: string): Promise<ApiResponse<Organiza...
  function listMyOrganizations (line 307) | async function listMyOrganizations(): Promise<ApiResponse<ListOrganizati...
  function updateOrganization (line 319) | async function updateOrganization(id: string, req: UpdateOrganizationReq...
  function deleteOrganization (line 331) | async function deleteOrganization(id: string): Promise<ApiResponse<void>> {
  function joinOrganization (line 343) | async function joinOrganization(req: JoinOrganizationRequest): Promise<A...
  function submitJoinRequest (line 356) | async function submitJoinRequest(req: SubmitJoinRequestRequest): Promise...
  function previewOrganization (line 368) | async function previewOrganization(inviteCode: string): Promise<ApiRespo...
  function searchSearchableOrganizations (line 380) | async function searchSearchableOrganizations(
  function joinOrganizationById (line 403) | async function joinOrganizationById(
  function leaveOrganization (line 422) | async function leaveOrganization(id: string): Promise<ApiResponse<void>> {
  function requestRoleUpgrade (line 434) | async function requestRoleUpgrade(
  function generateInviteCode (line 449) | async function generateInviteCode(id: string): Promise<ApiResponse<{ inv...
  function listMembers (line 463) | async function listMembers(orgId: string): Promise<ApiResponse<ListMembe...
  function updateMemberRole (line 475) | async function updateMemberRole(orgId: string, userId: string, req: Upda...
  function removeMember (line 487) | async function removeMember(orgId: string, userId: string): Promise<ApiR...
  function listJoinRequests (line 499) | async function listJoinRequests(orgId: string): Promise<ApiResponse<List...
  function reviewJoinRequest (line 511) | async function reviewJoinRequest(orgId: string, requestId: string, req: ...
  function shareKnowledgeBase (line 525) | async function shareKnowledgeBase(kbId: string, req: ShareKnowledgeBaseR...
  function listKBShares (line 537) | async function listKBShares(kbId: string): Promise<ApiResponse<ListShare...
  function updateSharePermission (line 549) | async function updateSharePermission(kbId: string, shareId: string, req:...
  function removeShare (line 561) | async function removeShare(kbId: string, shareId: string): Promise<ApiRe...
  function listSharedKnowledgeBases (line 573) | async function listSharedKnowledgeBases(): Promise<ApiResponse<SharedKno...
  function listOrganizationSharedKnowledgeBases (line 585) | async function listOrganizationSharedKnowledgeBases(orgId: string): Prom...
  function listOrgShares (line 597) | async function listOrgShares(orgId: string): Promise<ApiResponse<ListSha...
  function shareAgent (line 607) | async function shareAgent(agentId: string, req: ShareKnowledgeBaseReques...
  function listAgentShares (line 616) | async function listAgentShares(agentId: string): Promise<ApiResponse<Lis...
  function updateAgentSharePermission (line 625) | async function updateAgentSharePermission(agentId: string, shareId: stri...
  function removeAgentShare (line 634) | async function removeAgentShare(agentId: string, shareId: string): Promi...
  function listSharedAgents (line 643) | async function listSharedAgents(): Promise<ApiResponse<SharedAgentInfo[]...
  function listOrganizationSharedAgents (line 655) | async function listOrganizationSharedAgents(orgId: string): Promise<ApiR...
  function setSharedAgentDisabledByMe (line 665) | async function setSharedAgentDisabledByMe(
  function listOrgAgentShares (line 680) | async function listOrgAgentShares(orgId: string): Promise<ApiResponse<Li...
  function searchUsersForInvite (line 692) | async function searchUsersForInvite(
  function inviteMember (line 708) | async function inviteMember(

FILE: frontend/src/api/retrieval.ts
  type RetrievalConfig (line 5) | interface RetrievalConfig {
  function getTenantRetrievalConfig (line 15) | function getTenantRetrievalConfig() {
  function updateTenantRetrievalConfig (line 20) | function updateTenantRetrievalConfig(config: RetrievalConfig) {

FILE: frontend/src/api/skill/index.ts
  type SkillInfo (line 4) | interface SkillInfo {
  function listSkills (line 10) | function listSkills() {

FILE: frontend/src/api/system/index.ts
  type SystemInfo (line 3) | interface SystemInfo {
  type ToolDefinition (line 16) | interface ToolDefinition {
  type PlaceholderDefinition (line 22) | interface PlaceholderDefinition {
  type AgentConfig (line 28) | interface AgentConfig {
  type ConversationConfig (line 39) | interface ConversationConfig {
  type PromptTemplate (line 61) | interface PromptTemplate {
  type PromptTemplatesConfig (line 73) | interface PromptTemplatesConfig {
  function getSystemInfo (line 88) | function getSystemInfo(): Promise<{ data: SystemInfo }> {
  function getAgentConfig (line 92) | function getAgentConfig(): Promise<{ data: AgentConfig }> {
  function updateAgentConfig (line 96) | function updateAgentConfig(config: AgentConfig): Promise<{ data: AgentCo...
  function getConversationConfig (line 100) | function getConversationConfig(): Promise<{ data: ConversationConfig }> {
  function updateConversationConfig (line 104) | function updateConversationConfig(config: ConversationConfig): Promise<{...
  function getPromptTemplates (line 108) | function getPromptTemplates(): Promise<{ data: PromptTemplatesConfig }> {
  type MinioBucketInfo (line 112) | interface MinioBucketInfo {
  type ListMinioBucketsResponse (line 118) | interface ListMinioBucketsResponse {
  function listMinioBuckets (line 122) | function listMinioBuckets(): Promise<{ data: ListMinioBucketsResponse }> {
  type ParserEngineInfo (line 126) | interface ParserEngineInfo {
  type ParserEngineConfig (line 135) | interface ParserEngineConfig {
  type ParserEnginesResponse (line 154) | interface ParserEnginesResponse {
  function getParserEngines (line 162) | function getParserEngines(): Promise<ParserEnginesResponse> {
  function checkParserEngines (line 167) | function checkParserEngines(config: ParserEngineConfig): Promise<ParserE...
  function getParserEngineConfig (line 171) | function getParserEngineConfig(): Promise<{ data: ParserEngineConfig }> {
  function updateParserEngineConfig (line 175) | function updateParserEngineConfig(config: ParserEngineConfig): Promise<{...
  function reconnectDocReader (line 179) | function reconnectDocReader(addr: string): Promise<ParserEnginesResponse...
  type StorageEngineConfig (line 185) | interface StorageEngineConfig {
  type StorageEngineStatusItem (line 215) | interface StorageEngineStatusItem {
  type GetStorageEngineStatusResponse (line 221) | interface GetStorageEngineStatusResponse {
  function getStorageEngineConfig (line 226) | function getStorageEngineConfig(): Promise<{ data: StorageEngineConfig }> {
  function updateStorageEngineConfig (line 230) | function updateStorageEngineConfig(config: StorageEngineConfig): Promise...
  function getStorageEngineStatus (line 234) | function getStorageEngineStatus(): Promise<{ data: GetStorageEngineStatu...
  type StorageCheckRequest (line 238) | interface StorageCheckRequest {
  type StorageCheckResponse (line 246) | interface StorageCheckResponse {
  function checkStorageEngine (line 252) | function checkStorageEngine(req: StorageCheckRequest): Promise<{ data: S...

FILE: frontend/src/api/tenant/index.ts
  type TenantInfo (line 7) | interface TenantInfo {
  type SearchTenantsParams (line 21) | interface SearchTenantsParams {
  type SearchTenantsResponse (line 29) | interface SearchTenantsResponse {
  function listAllTenants (line 44) | async function listAllTenants(): Promise<{ success: boolean; data?: { it...
  function searchTenants (line 59) | async function searchTenants(params: SearchTenantsParams = {}): Promise<...

FILE: frontend/src/api/web-search.ts
  type WebSearchProviderConfig (line 4) | interface WebSearchProviderConfig {
  type WebSearchConfig (line 14) | interface WebSearchConfig {
  function getWebSearchProviders (line 28) | function getWebSearchProviders() {
  function getTenantWebSearchConfig (line 33) | function getTenantWebSearchConfig() {
  function updateTenantWebSearchConfig (line 38) | function updateTenantWebSearchConfig(config: WebSearchConfig) {

FILE: frontend/src/composables/useTheme.ts
  type ThemeMode (line 3) | type ThemeMode = 'light' | 'dark' | 'system'
  constant STORAGE_KEY (line 5) | const STORAGE_KEY = 'WeKnora_theme'
  function getSystemTheme (line 12) | function getSystemTheme(): 'light' | 'dark' {
  function applyTheme (line 16) | function applyTheme(mode: ThemeMode) {
  function useTheme (line 21) | function useTheme() {
  function initTheme (line 32) | function initTheme() {

FILE: frontend/src/stores/menu.ts
  type MenuChild (line 5) | type MenuChild = Record<string, any>
  type MenuItem (line 7) | interface MenuItem {

FILE: frontend/src/stores/organization.ts
  function fetchOrganizations (line 64) | async function fetchOrganizations() {
  function create (line 92) | async function create(name: string, description?: string) {
  function update (line 115) | async function update(id: string, name?: string, description?: string) {
  function remove (line 144) | async function remove(id: string) {
  function preview (line 170) | async function preview(inviteCode: string) {
  function join (line 194) | async function join(inviteCode: string) {
  function leave (line 221) | async function leave(id: string) {
  function refreshInviteCode (line 247) | async function refreshInviteCode(id: string) {
  function fetchMembers (line 276) | async function fetchMembers(orgId: string) {
  function changeMemberRole (line 299) | async function changeMemberRole(orgId: string, userId: string, role: 'ad...
  function kickMember (line 325) | async function kickMember(orgId: string, userId: string) {
  function fetchSharedKnowledgeBases (line 348) | async function fetchSharedKnowledgeBases() {
  function fetchSharedAgents (line 372) | async function fetchSharedAgents() {
  function setCurrentOrganization (line 388) | function setCurrentOrganization(org: Organization | null) {
  function getKBPermission (line 396) | function getKBPermission(kbId: string): 'owner' | 'admin' | 'editor' | '...
  function canEditKB (line 406) | function canEditKB(kbId: string, isOwner: boolean): boolean {
  function canManageKB (line 415) | function canManageKB(kbId: string, isOwner: boolean): boolean {
  function clearState (line 424) | function clearState() {

FILE: frontend/src/stores/settings.ts
  type Settings (line 5) | interface Settings {
  type AgentConfig (line 24) | interface AgentConfig {
  type ConversationModels (line 31) | interface ConversationModels {
  type ModelItem (line 38) | interface ModelItem {
  type ModelConfig (line 51) | interface ModelConfig {
  type OllamaConfig (line 59) | interface OllamaConfig {
  method saveSettings (line 154) | saveSettings(settings: Settings) {
  method getSettings (line 161) | getSettings(): Settings {
  method getEndpoint (line 166) | getEndpoint(): string {
  method getApiKey (line 171) | getApiKey(): string {
  method getKnowledgeBaseId (line 176) | getKnowledgeBaseId(): string {
  method toggleAgent (line 181) | toggleAgent(enabled: boolean) {
  method updateAgentConfig (line 187) | updateAgentConfig(config: Partial<AgentConfig>) {
  method updateConversationModels (line 192) | updateConversationModels(models: Partial<ConversationModels>) {
  method updateModelConfig (line 199) | updateModelConfig(config: Partial<ModelConfig>) {
  method addModel (line 205) | addModel(type: 'chat' | 'embedding' | 'rerank' | 'vllm', model: ModelIte...
  method updateModel (line 222) | updateModel(type: 'chat' | 'embedding' | 'rerank' | 'vllm', modelId: str...
  method deleteModel (line 238) | deleteModel(type: 'chat' | 'embedding' | 'rerank' | 'vllm', modelId: str...
  method setDefaultModel (line 252) | setDefaultModel(type: 'chat' | 'embedding' | 'rerank' | 'vllm', modelId:...
  method updateOllamaConfig (line 261) | updateOllamaConfig(config: Partial<OllamaConfig>) {
  method selectKnowledgeBases (line 267) | selectKnowledgeBases(kbIds: string[]) {
  method addKnowledgeBase (line 273) | addKnowledgeBase(kbId: string) {
  method removeKnowledgeBase (line 281) | removeKnowledgeBase(kbId: string) {
  method clearKnowledgeBases (line 288) | clearKnowledgeBases() {
  method getSelectedKnowledgeBases (line 294) | getSelectedKnowledgeBases(): string[] {
  method toggleWebSearch (line 299) | toggleWebSearch(enabled: boolean) {
  method toggleMemory (line 305) | toggleMemory(enabled: boolean) {
  method addFile (line 311) | addFile(fileId: string) {
  method removeFile (line 319) | removeFile(fileId: string) {
  method clearFiles (line 326) | clearFiles() {
  method setFileKbMap (line 332) | setFileKbMap(updates: Record<string, string>) {
  method removeFileKbId (line 338) | removeFileKbId(fileId: string) {
  method getSelectedFiles (line 343) | getSelectedFiles(): string[] {
  method selectAgent (line 348) | selectAgent(agentId: string, sourceTenantId?: string | null) {
  method getSelectedAgentId (line 368) | getSelectedAgentId(): string {

FILE: frontend/src/stores/ui.ts
  method openSettings (line 27) | openSettings(section?: string, subSection?: string) {
  method closeSettings (line 33) | closeSettings() {
  method toggleSettings (line 39) | toggleSettings() {
  method openKBSettings (line 43) | openKBSettings(kbId: string, initialSection?: string) {
  method openEditKB (line 51) | openEditKB(kbId: string, initialSection?: string) {
  method openCreateKB (line 55) | openCreateKB(type: 'document' | 'faq' = 'document') {
  method closeKBEditor (line 63) | closeKBEditor() {
  method openManualEditor (line 70) | openManualEditor(options: {
  method closeManualEditor (line 89) | closeManualEditor() {
  method notifyManualEditorSuccess (line 98) | notifyManualEditorSuccess(payload: { kbId: string; knowledgeId: string; ...
  method setSelectedTagId (line 110) | setSelectedTagId(tagId: string) {
  method toggleSidebar (line 114) | toggleSidebar() {
  method collapseSidebar (line 119) | collapseSidebar() {
  method expandSidebar (line 124) | expandSidebar() {

FILE: frontend/src/types/tool-results.ts
  type RelevanceLevel (line 8) | type RelevanceLevel = 'High Relevance' | 'Medium Relevance' | 'Low Relev...
  type DisplayType (line 11) | type DisplayType =
  type SearchResultItem (line 26) | interface SearchResultItem {
  type ChunkItem (line 38) | interface ChunkItem {
  type KnowledgeBaseItem (line 47) | interface KnowledgeBaseItem {
  type GraphConfig (line 55) | interface GraphConfig {
  type SearchResultsData (line 61) | interface SearchResultsData {
  type ChunkDetailData (line 71) | interface ChunkDetailData {
  type RelatedChunksData (line 81) | interface RelatedChunksData {
  type KnowledgeBaseListData (line 90) | interface KnowledgeBaseListData {
  type DocumentInfoDocument (line 97) | interface DocumentInfoDocument {
  type DocumentInfoData (line 112) | interface DocumentInfoData {
  type GraphQueryResultsData (line 122) | interface GraphQueryResultsData {
  type ThinkingData (line 130) | interface ThinkingData {
  type PlanStep (line 136) | interface PlanStep {
  type PlanData (line 144) | interface PlanData {
  type DatabaseQueryData (line 152) | interface DatabaseQueryData {
  type WebSearchResultItem (line 161) | interface WebSearchResultItem {
  type WebSearchResultsData (line 172) | interface WebSearchResultsData {
  type WebFetchResultItem (line 180) | interface WebFetchResultItem {
  type WebFetchResultsData (line 191) | interface WebFetchResultsData {
  type GrepKnowledgeResult (line 198) | interface GrepKnowledgeResult {
  type GrepResultsData (line 209) | interface GrepResultsData {
  type ToolResultData (line 220) | type ToolResultData =
  type ActionData (line 235) | interface ActionData {

FILE: frontend/src/utils/caret.ts
  type CaretCoordinates (line 1) | interface CaretCoordinates {
  function getCaretCoordinates (line 7) | function getCaretCoordinates(element: HTMLTextAreaElement, position: num...

FILE: frontend/src/utils/chatMessageShared.ts
  constant STREAMING_IMAGE_PLACEHOLDER (line 3) | const STREAMING_IMAGE_PLACEHOLDER = '<span class="streaming-image-loadin...

FILE: frontend/src/utils/index.ts
  type Window (line 6) | interface Window {
  constant MAX_FILE_SIZE_MB (line 15) | const MAX_FILE_SIZE_MB = window.__RUNTIME_CONFIG__?.MAX_FILE_SIZE_MB
  constant MAX_FILE_SIZE_BYTES (line 18) | const MAX_FILE_SIZE_BYTES = MAX_FILE_SIZE_MB * 1024 * 1024;
  function generateRandomString (line 20) | function generateRandomString(length: number) {
  function formatStringDate (line 31) | function formatStringDate(date: any) {
  constant DEFAULT_VALID_TYPES (line 43) | const DEFAULT_VALID_TYPES = new Set(["pdf", "txt", "md", "docx", "doc", ...
  function kbFileTypeVerification (line 49) | function kbFileTypeVerification(file: any, silent = false, validTypes?: ...

FILE: frontend/src/utils/mermaidShared.ts
  constant MERMAID_CONFIG (line 5) | const MERMAID_CONFIG = {

FILE: frontend/src/utils/request.ts
  constant BASE_URL (line 9) | const BASE_URL = import.meta.env.VITE_IS_DOCKER ? "" : "http://localhost...
  function getCurrentLanguage (line 23) | function getCurrentLanguage(): string {
  function get (line 204) | function get(url: string) {
  function getDown (line 208) | async function getDown(url: string) {
  function postUpload (line 215) | function postUpload(url: string, data = {}, onUploadProgress?: (progress...
  function postChat (line 225) | function postChat(url: string, data = {}) {
  function post (line 234) | function post(url: string, data = {}, config?: any) {
  function put (line 238) | function put(url: string, data = {}) {
  function del (line 242) | function del(url: string, data?: any) {

FILE: frontend/src/utils/security.ts
  constant PROVIDER_IMAGE_PLACEHOLDER (line 7) | const PROVIDER_IMAGE_PLACEHOLDER = 'data:image/gif;base64,R0lGODlhAQABAI...
  function sanitizeHTML (line 98) | function sanitizeHTML(html: string): string {
  function protectProviderImageSrcInHTML (line 113) | function protectProviderImageSrcInHTML(html: string): string {
  function escapeHTML (line 137) | function escapeHTML(text: string): string {
  function isValidURL (line 161) | function isValidURL(url: string): boolean {
  function safeMarkdownToHTML (line 193) | function safeMarkdownToHTML(markdown: string): string {
  function sanitizeUserInput (line 213) | function sanitizeUserInput(input: string): string {
  function isValidImageURL (line 234) | function isValidImageURL(url: string): boolean {
  function createSafeImage (line 249) | function createSafeImage(src: string, alt: string = '', title: string = ...
  function getProtectedFileRequestHeaders (line 265) | function getProtectedFileRequestHeaders(): Record<string, string> {
  function hydrateProtectedFileImages (line 296) | async function hydrateProtectedFileImages(root: ParentNode | null | unde...

FILE: frontend/src/utils/tool-icons.ts
  function getToolIcon (line 46) | function getToolIcon(toolName: string): string {
  function getMatchTypeIcon (line 51) | function getMatchTypeIcon(matchType: string): string {
  function getToolDisplayName (line 70) | function getToolDisplayName(toolName: string): string {

FILE: frontend/vite.config.ts
  function resolveVueOfficePptxEntry (line 12) | function resolveVueOfficePptxEntry(): string {

FILE: internal/agent/const.go
  constant DefaultAgentTemperature (line 5) | DefaultAgentTemperature = 0.7
  constant DefaultAgentMaxIterations (line 7) | DefaultAgentMaxIterations = 20
  constant DefaultAgentReflectionEnabled (line 9) | DefaultAgentReflectionEnabled = false
  constant DefaultUseCustomSystemPrompt (line 11) | DefaultUseCustomSystemPrompt = false

FILE: internal/agent/engine.go
  constant llmPerCallTimeout (line 25) | llmPerCallTimeout = 120 * time.Second
  function generateEventID (line 29) | func generateEventID(suffix string) string {
  type AgentEngine (line 34) | type AgentEngine struct
    method SetAppConfig (line 115) | func (e *AgentEngine) SetAppConfig(cfg *appconfig.Config) {
    method SetSkillsManager (line 120) | func (e *AgentEngine) SetSkillsManager(manager *skills.Manager) {
    method GetSkillsManager (line 125) | func (e *AgentEngine) GetSkillsManager() *skills.Manager {
    method Execute (line 131) | func (e *AgentEngine) Execute(
    method executeLoop (line 241) | func (e *AgentEngine) executeLoop(
    method buildToolsForLLM (line 658) | func (e *AgentEngine) buildToolsForLLM() []chat.Tool {
    method appendToolResults (line 677) | func (e *AgentEngine) appendToolResults(
    method streamLLMToEventBus (line 751) | func (e *AgentEngine) streamLLMToEventBus(
    method streamReflectionToEventBus (line 804) | func (e *AgentEngine) streamReflectionToEventBus(
    method streamThinkingToEventBus (line 857) | func (e *AgentEngine) streamThinkingToEventBus(
    method streamFinalAnswerToEventBus (line 979) | func (e *AgentEngine) streamFinalAnswerToEventBus(
    method buildMessagesWithLLMContext (line 1101) | func (e *AgentEngine) buildMessagesWithLLMContext(
  function listToolNames (line 49) | func listToolNames(ts []chat.Tool) []string {
  function NewAgentEngine (line 58) | func NewAgentEngine(
  function NewAgentEngineWithSkills (line 86) | func NewAgentEngineWithSkills(
  function countTotalToolCalls (line 1092) | func countTotalToolCalls(steps []types.AgentStep) int {

FILE: internal/agent/prompts.go
  function formatFileSize (line 14) | func formatFileSize(size int64) string {
  function formatDocSummary (line 32) | func formatDocSummary(summary string, maxLen int) string {
  type RecentDocInfo (line 49) | type RecentDocInfo struct
  type SelectedDocumentInfo (line 66) | type SelectedDocumentInfo struct
  type KnowledgeBaseInfo (line 75) | type KnowledgeBaseInfo struct
  type PlaceholderDefinition (line 86) | type PlaceholderDefinition struct
  function AvailablePlaceholders (line 94) | func AvailablePlaceholders() []PlaceholderDefinition {
  function formatKnowledgeBaseList (line 109) | func formatKnowledgeBaseList(kbInfos []*KnowledgeBaseInfo) string {
  function renderPromptPlaceholders (line 186) | func renderPromptPlaceholders(template string, knowledgeBases []*Knowled...
  function formatSkillsMetadata (line 200) | func formatSkillsMetadata(skillsMetadata []*skills.SkillMetadata) string {
  function formatSelectedDocuments (line 234) | func formatSelectedDocuments(docs []*SelectedDocumentInfo) string {
  function renderPromptPlaceholdersWithStatus (line 272) | func renderPromptPlaceholdersWithStatus(
  type BuildSystemPromptOptions (line 297) | type BuildSystemPromptOptions struct
  function BuildSystemPrompt (line 305) | func BuildSystemPrompt(
  function BuildSystemPromptWithOptions (line 315) | func BuildSystemPromptWithOptions(
  function GetPureAgentSystemPrompt (line 365) | func GetPureAgentSystemPrompt(cfg *config.Config) string {
  function GetProgressiveRAGSystemPrompt (line 377) | func GetProgressiveRAGSystemPrompt(cfg *config.Config) string {

FILE: internal/agent/skills/integration_test.go
  function TestExampleSkillsIntegration (line 11) | func TestExampleSkillsIntegration(t *testing.T) {
  function TestManagerWithExampleSkills (line 93) | func TestManagerWithExampleSkills(t *testing.T) {
  function truncate (line 156) | func truncate(s string, maxLen int) string {

FILE: internal/agent/skills/loader.go
  type Loader (line 13) | type Loader struct
    method DiscoverSkills (line 31) | func (l *Loader) DiscoverSkills() ([]*SkillMetadata, error) {
    method discoverInDirectory (line 47) | func (l *Loader) discoverInDirectory(dir string) ([]*SkillMetadata, er...
    method LoadSkillInstructions (line 108) | func (l *Loader) LoadSkillInstructions(skillName string) (*Skill, erro...
    method loadSkillFromDirectory (line 129) | func (l *Loader) loadSkillFromDirectory(dir, skillName string) (*Skill...
    method loadSkillFile (line 177) | func (l *Loader) loadSkillFile(basePath, filePath string) (*Skill, err...
    method LoadSkillFile (line 196) | func (l *Loader) LoadSkillFile(skillName, relativePath string) (*Skill...
    method ListSkillFiles (line 246) | func (l *Loader) ListSkillFiles(skillName string) ([]string, error) {
    method GetSkillByName (line 285) | func (l *Loader) GetSkillByName(name string) (*Skill, bool) {
    method GetSkillBasePath (line 291) | func (l *Loader) GetSkillBasePath(skillName string) (string, error) {
    method Reload (line 305) | func (l *Loader) Reload() ([]*SkillMetadata, error) {
  function NewLoader (line 21) | func NewLoader(skillDirs []string) *Loader {

FILE: internal/agent/skills/manager.go
  type Manager (line 13) | type Manager struct
    method IsEnabled (line 52) | func (m *Manager) IsEnabled() bool {
    method Initialize (line 58) | func (m *Manager) Initialize(ctx context.Context) error {
    method filterAllowedSkills (line 81) | func (m *Manager) filterAllowedSkills(metadata []*SkillMetadata) []*Sk...
    method GetAllMetadata (line 102) | func (m *Manager) GetAllMetadata() []*SkillMetadata {
    method LoadSkill (line 117) | func (m *Manager) LoadSkill(ctx context.Context, skillName string) (*S...
    method isSkillAllowed (line 131) | func (m *Manager) isSkillAllowed(skillName string) bool {
    method ReadSkillFile (line 144) | func (m *Manager) ReadSkillFile(ctx context.Context, skillName, filePa...
    method ListSkillFiles (line 162) | func (m *Manager) ListSkillFiles(ctx context.Context, skillName string...
    method ExecuteScript (line 175) | func (m *Manager) ExecuteScript(ctx context.Context, skillName, script...
    method GetSkillInfo (line 218) | func (m *Manager) GetSkillInfo(ctx context.Context, skillName string) ...
    method Reload (line 256) | func (m *Manager) Reload(ctx context.Context) error {
    method Cleanup (line 278) | func (m *Manager) Cleanup(ctx context.Context) error {
  type ManagerConfig (line 28) | type ManagerConfig struct
  function NewManager (line 35) | func NewManager(config *ManagerConfig, sandboxMgr sandbox.Manager) *Mana...
  type SkillInfo (line 247) | type SkillInfo struct

FILE: internal/agent/skills/skill.go
  constant MaxNameLength (line 18) | MaxNameLength        = 64
  constant MaxDescriptionLength (line 19) | MaxDescriptionLength = 1024
  constant SkillFileName (line 20) | SkillFileName        = "SKILL.md"
  type Skill (line 37) | type Skill struct
    method Validate (line 68) | func (s *Skill) Validate() error {
    method ToMetadata (line 103) | func (s *Skill) ToMetadata() *SkillMetadata {
  type SkillMetadata (line 53) | type SkillMetadata struct
  type SkillFile (line 60) | type SkillFile struct
  function ParseSkillFile (line 113) | func ParseSkillFile(content string) (*Skill, error) {
  function ParseSkillMetadata (line 177) | func ParseSkillMetadata(content string) (*SkillMetadata, error) {
  function IsScript (line 186) | func IsScript(path string) bool {
  function GetScriptLanguage (line 202) | func GetScriptLanguage(path string) string {

FILE: internal/agent/skills/skills_test.go
  function TestParseSkillFile (line 10) | func TestParseSkillFile(t *testing.T) {
  function TestSkillValidation (line 49) | func TestSkillValidation(t *testing.T) {
  function containsString (line 123) | func containsString(s, substr string) bool {
  function containsSubstring (line 127) | func containsSubstring(s, substr string) bool {
  function TestLoaderDiscoverSkills (line 136) | func TestLoaderDiscoverSkills(t *testing.T) {
  function TestLoaderLoadSkillInstructions (line 181) | func TestLoaderLoadSkillInstructions(t *testing.T) {
  function TestLoaderLoadSkillFile (line 234) | func TestLoaderLoadSkillFile(t *testing.T) {
  function TestManagerIntegration (line 309) | func TestManagerIntegration(t *testing.T) {
  function TestIsScript (line 370) | func TestIsScript(t *testing.T) {

FILE: internal/agent/tools/data_analysis.go
  type DataAnalysisInput (line 22) | type DataAnalysisInput struct
  type DataAnalysisTool (line 27) | type DataAnalysisTool struct
    method recordCreatedTable (line 53) | func (t *DataAnalysisTool) recordCreatedTable(tableName string) bool {
    method Cleanup (line 64) | func (t *DataAnalysisTool) Cleanup(ctx context.Context) {
    method Execute (line 87) | func (t *DataAnalysisTool) Execute(ctx context.Context, args json.RawM...
    method executeSingleQuery (line 177) | func (t *DataAnalysisTool) executeSingleQuery(ctx context.Context, sql...
    method formatQueryResults (line 228) | func (t *DataAnalysisTool) formatQueryResults(results []map[string]str...
    method LoadFromCSV (line 281) | func (t *DataAnalysisTool) LoadFromCSV(ctx context.Context, filename s...
    method LoadFromExcel (line 314) | func (t *DataAnalysisTool) LoadFromExcel(ctx context.Context, filename...
    method LoadFromKnowledge (line 345) | func (t *DataAnalysisTool) LoadFromKnowledge(ctx context.Context, know...
    method LoadFromKnowledgeID (line 383) | func (t *DataAnalysisTool) LoadFromKnowledgeID(ctx context.Context, kn...
    method LoadFromTable (line 404) | func (t *DataAnalysisTool) LoadFromTable(ctx context.Context, tableNam...
    method TableName (line 470) | func (t *DataAnalysisTool) TableName(knowledge *types.Knowledge) string {
  function NewDataAnalysisTool (line 36) | func NewDataAnalysisTool(
  type TableSchema (line 258) | type TableSchema struct
    method Description (line 475) | func (t *TableSchema) Description() string {
  type ColumnInfo (line 266) | type ColumnInfo struct

FILE: internal/agent/tools/data_schema.go
  type DataSchemaInput (line 19) | type DataSchemaInput struct
  type DataSchemaTool (line 23) | type DataSchemaTool struct
    method Execute (line 43) | func (t *DataSchemaTool) Execute(ctx context.Context, args json.RawMes...
  function NewDataSchemaTool (line 30) | func NewDataSchemaTool(knowledgeService interfaces.KnowledgeService, chu...

FILE: internal/agent/tools/database_query.go
  type DatabaseQueryInput (line 100) | type DatabaseQueryInput struct
  type DatabaseQueryTool (line 105) | type DatabaseQueryTool struct
    method Execute (line 119) | func (t *DatabaseQueryTool) Execute(ctx context.Context, args json.Raw...
    method validateAndSecureSQL (line 257) | func (t *DatabaseQueryTool) validateAndSecureSQL(sqlQuery string, tena...
    method formatQueryResults (line 282) | func (t *DatabaseQueryTool) formatQueryResults(
  function NewDatabaseQueryTool (line 111) | func NewDatabaseQueryTool(db *gorm.DB) *DatabaseQueryTool {

FILE: internal/agent/tools/definitions.go
  constant maxFunctionNameLength (line 5) | maxFunctionNameLength = 64
  constant ToolThinking (line 9) | ToolThinking            = "thinking"
  constant ToolTodoWrite (line 10) | ToolTodoWrite           = "todo_write"
  constant ToolGrepChunks (line 11) | ToolGrepChunks          = "grep_chunks"
  constant ToolKnowledgeSearch (line 12) | ToolKnowledgeSearch     = "knowledge_search"
  constant ToolListKnowledgeChunks (line 13) | ToolListKnowledgeChunks = "list_knowledge_chunks"
  constant ToolQueryKnowledgeGraph (line 14) | ToolQueryKnowledgeGraph = "query_knowledge_graph"
  constant ToolGetDocumentInfo (line 15) | ToolGetDocumentInfo     = "get_document_info"
  constant ToolDatabaseQuery (line 16) | ToolDatabaseQuery       = "database_query"
  constant ToolDataAnalysis (line 17) | ToolDataAnalysis        = "data_analysis"
  constant ToolDataSchema (line 18) | ToolDataSchema          = "data_schema"
  constant ToolWebSearch (line 19) | ToolWebSearch           = "web_search"
  constant ToolWebFetch (line 20) | ToolWebFetch            = "web_fetch"
  constant ToolFinalAnswer (line 21) | ToolFinalAnswer         = "final_answer"
  constant ToolExecuteSkillScript (line 23) | ToolExecuteSkillScript = "execute_skill_script"
  constant ToolReadSkill (line 24) | ToolReadSkill          = "read_skill"
  type AvailableTool (line 28) | type AvailableTool struct
  function AvailableToolDefinitions (line 36) | func AvailableToolDefinitions() []AvailableTool {
  function DefaultAllowedTools (line 55) | func DefaultAllowedTools() []string {

FILE: internal/agent/tools/final_answer.go
  type FinalAnswerInput (line 45) | type FinalAnswerInput struct
  type FinalAnswerTool (line 50) | type FinalAnswerTool struct
    method Execute (line 62) | func (t *FinalAnswerTool) Execute(ctx context.Context, args json.RawMe...
  function NewFinalAnswerTool (line 55) | func NewFinalAnswerTool() *FinalAnswerTool {

FILE: internal/agent/tools/get_document_info.go
  type GetDocumentInfoInput (line 48) | type GetDocumentInfoInput struct
  type GetDocumentInfoTool (line 53) | type GetDocumentInfoTool struct
    method Execute (line 75) | func (t *GetDocumentInfoTool) Execute(ctx context.Context, args json.R...
  function NewGetDocumentInfoTool (line 61) | func NewGetDocumentInfoTool(
  function formatSource (line 260) | func formatSource(knowledgeType, source string) string {
  function formatFileSize (line 273) | func formatFileSize(size int64) string {
  function formatParseStatus (line 289) | func formatParseStatus(status string) string {

FILE: internal/agent/tools/grep_chunks.go
  type GrepChunksInput (line 87) | type GrepChunksInput struct
  type GrepChunksTool (line 95) | type GrepChunksTool struct
    method Execute (line 111) | func (t *GrepChunksTool) Execute(ctx context.Context, args json.RawMes...
    method searchChunks (line 269) | func (t *GrepChunksTool) searchChunks(
    method formatOutput (line 343) | func (t *GrepChunksTool) formatOutput(
    method aggregateByKnowledge (line 403) | func (t *GrepChunksTool) aggregateByKnowledge(results []chunkWithTitle...
    method countPatternOccurrences (line 481) | func (t *GrepChunksTool) countPatternOccurrences(content string, patte...
    method deduplicateChunks (line 516) | func (t *GrepChunksTool) deduplicateChunks(ctx context.Context, result...
    method buildContentSignature (line 574) | func (t *GrepChunksTool) buildContentSignature(content string) string {
    method scoreChunks (line 579) | func (t *GrepChunksTool) scoreChunks(
    method calculateMatchScore (line 595) | func (t *GrepChunksTool) calculateMatchScore(content string, patterns ...
    method applyMMR (line 633) | func (t *GrepChunksTool) applyMMR(
    method tokenizeSimple (line 715) | func (t *GrepChunksTool) tokenizeSimple(text string) map[string]struct...
    method jaccard (line 720) | func (t *GrepChunksTool) jaccard(a, b map[string]struct{}) float64 {
  function NewGrepChunksTool (line 102) | func NewGrepChunksTool(db *gorm.DB, searchTargets types.SearchTargets) *...
  type chunkWithTitle (line 259) | type chunkWithTitle struct
  type knowledgeAggregation (line 392) | type knowledgeAggregation struct
  function countOccurrences (line 498) | func countOccurrences(text string, pattern string) int {

FILE: internal/agent/tools/knowledge_search.go
  type KnowledgeSearchInput (line 106) | type KnowledgeSearchInput struct
  type searchResultWithMeta (line 112) | type searchResultWithMeta struct
  type KnowledgeSearchTool (line 121) | type KnowledgeSearchTool struct
    method Execute (line 155) | func (t *KnowledgeSearchTool) Execute(ctx context.Context, args json.R...
    method getKnowledgeBaseTypes (line 410) | func (t *KnowledgeSearchTool) getKnowledgeBaseTypes(ctx context.Contex...
    method concurrentSearchByTargets (line 437) | func (t *KnowledgeSearchTool) concurrentSearchByTargets(
    method rerankResults (line 570) | func (t *KnowledgeSearchTool) rerankResults(
    method getFAQMetadata (line 655) | func (t *KnowledgeSearchTool) getFAQMetadata(
    method rerankWithLLM (line 689) | func (t *KnowledgeSearchTool) rerankWithLLM(
    method parseScoresFromResponse (line 857) | func (t *KnowledgeSearchTool) parseScoresFromResponse(responseText str...
    method rerankWithModel (line 927) | func (t *KnowledgeSearchTool) rerankWithModel(
    method deduplicateResults (line 966) | func (t *KnowledgeSearchTool) deduplicateResults(results []*searchResu...
    method buildContentSignature (line 1034) | func (t *KnowledgeSearchTool) buildContentSignature(content string) st...
    method formatOutput (line 1039) | func (t *KnowledgeSearchTool) formatOutput(
    method getEnrichedPassage (line 1313) | func (t *KnowledgeSearchTool) getEnrichedPassage(ctx context.Context, ...
    method compositeScore (line 1359) | func (t *KnowledgeSearchTool) compositeScore(
    method clampFloat (line 1393) | func (t *KnowledgeSearchTool) clampFloat(v, minV, maxV float64) float64 {
    method applyMMR (line 1398) | func (t *KnowledgeSearchTool) applyMMR(
    method tokenizeSimple (line 1475) | func (t *KnowledgeSearchTool) tokenizeSimple(text string) map[string]s...
    method jaccard (line 1480) | func (t *KnowledgeSearchTool) jaccard(a, b map[string]struct{}) float64 {
  function NewKnowledgeSearchTool (line 133) | func NewKnowledgeSearchTool(
  type chunkRange (line 1307) | type chunkRange struct

FILE: internal/agent/tools/list_knowledge_chunks.go
  type ListKnowledgeChunksInput (line 59) | type ListKnowledgeChunksInput struct
  type ListKnowledgeChunksTool (line 66) | type ListKnowledgeChunksTool struct
    method Execute (line 88) | func (t *ListKnowledgeChunksTool) Execute(ctx context.Context, args js...
    method lookupKnowledgeTitle (line 228) | func (t *ListKnowledgeChunksTool) lookupKnowledgeTitle(ctx context.Con...
    method buildOutput (line 240) | func (t *ListKnowledgeChunksTool) buildOutput(
  function NewListKnowledgeChunksTool (line 74) | func NewListKnowledgeChunksTool(
  function summarizeContent (line 309) | func summarizeContent(content string) string {

FILE: internal/agent/tools/mcp_tool.go
  type MCPTool (line 18) | type MCPTool struct
    method Name (line 38) | func (t *MCPTool) Name() string {
    method Description (line 62) | func (t *MCPTool) Description() string {
    method Parameters (line 71) | func (t *MCPTool) Parameters() json.RawMessage {
    method Execute (line 83) | func (t *MCPTool) Execute(ctx context.Context, args json.RawMessage) (...
  function NewMCPTool (line 25) | func NewMCPTool(service *types.MCPService, mcpTool *types.MCPTool, mcpMa...
  function extractContentText (line 160) | func extractContentText(content []mcp.ContentItem) string {
  function sanitizeName (line 197) | func sanitizeName(name string) string {
  function RegisterMCPTools (line 215) | func RegisterMCPTools(
  function GetMCPToolsInfo (line 282) | func GetMCPToolsInfo(
  function SerializeMCPToolResult (line 320) | func SerializeMCPToolResult(result *types.ToolResult) (string, error) {

FILE: internal/agent/tools/query_knowledge_graph.go
  type QueryKnowledgeGraphInput (line 58) | type QueryKnowledgeGraphInput struct
  type QueryKnowledgeGraphTool (line 64) | type QueryKnowledgeGraphTool struct
    method Execute (line 78) | func (t *QueryKnowledgeGraphTool) Execute(ctx context.Context, args js...
  function NewQueryKnowledgeGraphTool (line 70) | func NewQueryKnowledgeGraphTool(knowledgeService interfaces.KnowledgeBas...
  function buildGraphVisualizationData (line 362) | func buildGraphVisualizationData(

FILE: internal/agent/tools/registry.go
  type ToolRegistry (line 13) | type ToolRegistry struct
    method RegisterTool (line 27) | func (r *ToolRegistry) RegisterTool(tool types.Tool) {
    method GetTool (line 36) | func (r *ToolRegistry) GetTool(name string) (types.Tool, error) {
    method ListTools (line 45) | func (r *ToolRegistry) ListTools() []string {
    method GetFunctionDefinitions (line 54) | func (r *ToolRegistry) GetFunctionDefinitions() []types.FunctionDefini...
    method ExecuteTool (line 67) | func (r *ToolRegistry) ExecuteTool(
    method Cleanup (line 112) | func (r *ToolRegistry) Cleanup(ctx context.Context) {
  function NewToolRegistry (line 18) | func NewToolRegistry() *ToolRegistry {

FILE: internal/agent/tools/sequentialthinking.go
  type SequentialThinkingTool (line 133) | type SequentialThinkingTool struct
    method Execute (line 162) | func (t *SequentialThinkingTool) Execute(ctx context.Context, args jso...
    method validate (line 242) | func (t *SequentialThinkingTool) validate(data SequentialThinkingInput...
  type SequentialThinkingInput (line 140) | type SequentialThinkingInput struct
  function NewSequentialThinkingTool (line 153) | func NewSequentialThinkingTool() *SequentialThinkingTool {

FILE: internal/agent/tools/skill_execute.go
  type ExecuteSkillScriptInput (line 43) | type ExecuteSkillScriptInput struct
  type ExecuteSkillScriptTool (line 51) | type ExecuteSkillScriptTool struct
    method Execute (line 65) | func (t *ExecuteSkillScriptTool) Execute(ctx context.Context, args jso...
    method Cleanup (line 188) | func (t *ExecuteSkillScriptTool) Cleanup(ctx context.Context) error {
  function NewExecuteSkillScriptTool (line 57) | func NewExecuteSkillScriptTool(skillManager *skills.Manager) *ExecuteSki...

FILE: internal/agent/tools/skill_read.go
  type ReadSkillInput (line 38) | type ReadSkillInput struct
  type ReadSkillTool (line 44) | type ReadSkillTool struct
    method Execute (line 58) | func (t *ReadSkillTool) Execute(ctx context.Context, args json.RawMess...
    method Cleanup (line 163) | func (t *ReadSkillTool) Cleanup(ctx context.Context) error {
  function NewReadSkillTool (line 50) | func NewReadSkillTool(skillManager *skills.Manager) *ReadSkillTool {

FILE: internal/agent/tools/todo_write.go
  type TodoWriteTool (line 140) | type TodoWriteTool struct
    method Execute (line 165) | func (t *TodoWriteTool) Execute(ctx context.Context, args json.RawMess...
  type TodoWriteInput (line 145) | type TodoWriteInput struct
  type PlanStep (line 151) | type PlanStep struct
  function NewTodoWriteTool (line 158) | func NewTodoWriteTool() *TodoWriteTool {
  function getStringField (line 203) | func getStringField(m map[string]interface{}, key string) string {
  function getStringArrayField (line 211) | func getStringArrayField(m map[string]interface{}, key string) []string {
  function generatePlanOutput (line 229) | func generatePlanOutput(task string, steps []PlanStep) string {
  function formatPlanStep (line 301) | func formatPlanStep(index int, step PlanStep) string {

FILE: internal/agent/tools/tool.go
  type BaseTool (line 11) | type BaseTool struct
    method Name (line 27) | func (t *BaseTool) Name() string {
    method Description (line 32) | func (t *BaseTool) Description() string {
    method Parameters (line 37) | func (t *BaseTool) Parameters() json.RawMessage {
  function NewBaseTool (line 18) | func NewBaseTool(name, description string, schema json.RawMessage) BaseT...
  type ToolExecutor (line 42) | type ToolExecutor interface
  function GetRelevanceLevel (line 52) | func GetRelevanceLevel(score float64) string {
  function FormatMatchType (line 66) | func FormatMatchType(mt types.MatchType) string {

FILE: internal/agent/tools/web_fetch.go
  constant webFetchTimeout (line 26) | webFetchTimeout  = 60 * time.Second
  constant webFetchMaxChars (line 27) | webFetchMaxChars = 100000
  type WebFetchInput (line 47) | type WebFetchInput struct
  type WebFetchItem (line 52) | type WebFetchItem struct
  type webFetchParams (line 58) | type webFetchParams struct
  type validatedParams (line 65) | type validatedParams struct
  type webFetchItemResult (line 74) | type webFetchItemResult struct
  type WebFetchTool (line 81) | type WebFetchTool struct
    method Execute (line 101) | func (t *WebFetchTool) Execute(ctx context.Context, args json.RawMessa...
    method parseParams (line 239) | func (t *WebFetchTool) parseParams(item interface{}) webFetchParams {
    method validateAndResolve (line 254) | func (t *WebFetchTool) validateAndResolve(p webFetchParams) (*validate...
    method executeFetch (line 310) | func (t *WebFetchTool) executeFetch(
    method normalizeGitHubURL (line 353) | func (t *WebFetchTool) normalizeGitHubURL(source string) string {
    method processWithLLM (line 362) | func (t *WebFetchTool) processWithLLM(ctx context.Context, params webF...
    method buildOutputText (line 397) | func (t *WebFetchTool) buildOutputText(params webFetchParams, content ...
    method fetchHTMLContent (line 416) | func (t *WebFetchTool) fetchHTMLContent(ctx context.Context, vp *valid...
    method fetchWithChromedp (line 438) | func (t *WebFetchTool) fetchWithChromedp(ctx context.Context, vp *vali...
    method fetchWithHTTP (line 481) | func (t *WebFetchTool) fetchWithHTTP(ctx context.Context, vp *validate...
    method fetchWithTimeout (line 502) | func (t *WebFetchTool) fetchWithTimeout(ctx context.Context, vp *valid...
    method convertHTMLToText (line 527) | func (t *WebFetchTool) convertHTMLToText(html string) string {
    method processNode (line 546) | func (t *WebFetchTool) processNode(s *goquery.Selection, markdown *str...
    method basicTextExtraction (line 656) | func (t *WebFetchTool) basicTextExtraction(html string) string {
  function NewWebFetchTool (line 88) | func NewWebFetchTool(chatModel chat.Chat) *WebFetchTool {

FILE: internal/agent/tools/web_search.go
  type WebSearchInput (line 72) | type WebSearchInput struct
  type WebSearchTool (line 77) | type WebSearchTool struct
    method Execute (line 111) | func (t *WebSearchTool) Execute(ctx context.Context, args json.RawMess...
  function NewWebSearchTool (line 88) | func NewWebSearchTool(

FILE: internal/application/repository/agent_share.go
  type agentShareRepository (line 18) | type agentShareRepository struct
    method Create (line 28) | func (r *agentShareRepository) Create(ctx context.Context, share *type...
    method GetByID (line 41) | func (r *agentShareRepository) GetByID(ctx context.Context, id string)...
    method GetByAgentAndOrg (line 54) | func (r *agentShareRepository) GetByAgentAndOrg(ctx context.Context, a...
    method Update (line 69) | func (r *agentShareRepository) Update(ctx context.Context, share *type...
    method Delete (line 75) | func (r *agentShareRepository) Delete(ctx context.Context, id string) ...
    method DeleteByAgentIDAndSourceTenant (line 80) | func (r *agentShareRepository) DeleteByAgentIDAndSourceTenant(ctx cont...
    method DeleteByOrganizationID (line 87) | func (r *agentShareRepository) DeleteByOrganizationID(ctx context.Cont...
    method ListByAgent (line 92) | func (r *agentShareRepository) ListByAgent(ctx context.Context, agentI...
    method ListByOrganization (line 106) | func (r *agentShareRepository) ListByOrganization(ctx context.Context,...
    method ListByOrganizations (line 122) | func (r *agentShareRepository) ListByOrganizations(ctx context.Context...
    method CountByOrganizations (line 141) | func (r *agentShareRepository) CountByOrganizations(ctx context.Contex...
    method ListSharedAgentsForUser (line 170) | func (r *agentShareRepository) ListSharedAgentsForUser(ctx context.Con...
    method GetShareByAgentIDForUser (line 189) | func (r *agentShareRepository) GetShareByAgentIDForUser(ctx context.Co...
  function NewAgentShareRepository (line 23) | func NewAgentShareRepository(db *gorm.DB) interfaces.AgentShareRepository {

FILE: internal/application/repository/chunk.go
  type chunkRepository (line 16) | type chunkRepository struct
    method CreateChunks (line 26) | func (r *chunkRepository) CreateChunks(ctx context.Context, chunks []*...
    method GetChunkByID (line 36) | func (r *chunkRepository) GetChunkByID(ctx context.Context, tenantID u...
    method GetChunkByIDOnly (line 48) | func (r *chunkRepository) GetChunkByIDOnly(ctx context.Context, id str...
    method GetChunkBySeqID (line 60) | func (r *chunkRepository) GetChunkBySeqID(ctx context.Context, tenantI...
    method ListChunksByID (line 72) | func (r *chunkRepository) ListChunksByID(
    method ListChunksByIDOnly (line 85) | func (r *chunkRepository) ListChunksByIDOnly(ctx context.Context, ids ...
    method ListChunksBySeqID (line 97) | func (r *chunkRepository) ListChunksBySeqID(
    method ListChunksByKnowledgeID (line 113) | func (r *chunkRepository) ListChunksByKnowledgeID(
    method ListPagedChunksByKnowledgeID (line 127) | func (r *chunkRepository) ListPagedChunksByKnowledgeID(
    method ListChunkByParentID (line 235) | func (r *chunkRepository) ListChunkByParentID(
    method ListChunksByParentIDs (line 249) | func (r *chunkRepository) ListChunksByParentIDs(
    method UpdateChunk (line 269) | func (r *chunkRepository) UpdateChunk(ctx context.Context, chunk *type...
    method UpdateChunks (line 291) | func (r *chunkRepository) UpdateChunks(ctx context.Context, chunks []*...
    method DeleteChunk (line 397) | func (r *chunkRepository) DeleteChunk(ctx context.Context, tenantID ui...
    method DeleteChunks (line 403) | func (r *chunkRepository) DeleteChunks(ctx context.Context, tenantID u...
    method DeleteChunksByKnowledgeID (line 421) | func (r *chunkRepository) DeleteChunksByKnowledgeID(ctx context.Contex...
    method DeleteByKnowledgeList (line 428) | func (r *chunkRepository) DeleteByKnowledgeList(ctx context.Context, t...
    method MoveChunksByKnowledgeID (line 435) | func (r *chunkRepository) MoveChunksByKnowledgeID(ctx context.Context,...
    method DeleteChunksByTagID (line 443) | func (r *chunkRepository) DeleteChunksByTagID(ctx context.Context, ten...
    method CountChunksByKnowledgeBaseID (line 489) | func (r *chunkRepository) CountChunksByKnowledgeBaseID(
    method DeleteUnindexedChunks (line 502) | func (r *chunkRepository) DeleteUnindexedChunks(
    method ListAllFAQChunksByKnowledgeID (line 525) | func (r *chunkRepository) ListAllFAQChunksByKnowledgeID(
    method ListAllFAQChunksWithMetadataByKnowledgeBaseID (line 566) | func (r *chunkRepository) ListAllFAQChunksWithMetadataByKnowledgeBaseID(
    method ListAllFAQChunksForExport (line 607) | func (r *chunkRepository) ListAllFAQChunksForExport(
    method UpdateChunkFlagsBatch (line 651) | func (r *chunkRepository) UpdateChunkFlagsBatch(
    method UpdateChunkFieldsByTagID (line 731) | func (r *chunkRepository) UpdateChunkFieldsByTagID(
    method FAQChunkDiff (line 817) | func (r *chunkRepository) FAQChunkDiff(
  function NewChunkRepository (line 21) | func NewChunkRepository(db *gorm.DB) interfaces.ChunkRepository {

FILE: internal/application/repository/custom_agent.go
  type customAgentRepository (line 16) | type customAgentRepository struct
    method CreateAgent (line 26) | func (r *customAgentRepository) CreateAgent(ctx context.Context, agent...
    method GetAgentByID (line 31) | func (r *customAgentRepository) GetAgentByID(ctx context.Context, id s...
    method ListAgentsByTenantID (line 43) | func (r *customAgentRepository) ListAgentsByTenantID(ctx context.Conte...
    method UpdateAgent (line 55) | func (r *customAgentRepository) UpdateAgent(ctx context.Context, agent...
    method DeleteAgent (line 60) | func (r *customAgentRepository) DeleteAgent(ctx context.Context, id st...
  function NewCustomAgentRepository (line 21) | func NewCustomAgentRepository(db *gorm.DB) interfaces.CustomAgentReposit...

FILE: internal/application/repository/kbshare.go
  type kbShareRepository (line 18) | type kbShareRepository struct
    method Create (line 28) | func (r *kbShareRepository) Create(ctx context.Context, share *types.K...
    method GetByID (line 43) | func (r *kbShareRepository) GetByID(ctx context.Context, id string) (*...
    method GetByKBAndOrg (line 59) | func (r *kbShareRepository) GetByKBAndOrg(ctx context.Context, kbID st...
    method Update (line 75) | func (r *kbShareRepository) Update(ctx context.Context, share *types.K...
    method Delete (line 82) | func (r *kbShareRepository) Delete(ctx context.Context, id string) err...
    method DeleteByKnowledgeBaseID (line 87) | func (r *kbShareRepository) DeleteByKnowledgeBaseID(ctx context.Contex...
    method DeleteByOrganizationID (line 92) | func (r *kbShareRepository) DeleteByOrganizationID(ctx context.Context...
    method ListByKnowledgeBase (line 97) | func (r *kbShareRepository) ListByKnowledgeBase(ctx context.Context, k...
    method ListByOrganization (line 113) | func (r *kbShareRepository) ListByOrganization(ctx context.Context, or...
    method ListByOrganizations (line 130) | func (r *kbShareRepository) ListByOrganizations(ctx context.Context, o...
    method ListSharedKBsForUser (line 150) | func (r *kbShareRepository) ListSharedKBsForUser(ctx context.Context, ...
    method CountSharesByKnowledgeBaseID (line 172) | func (r *kbShareRepository) CountSharesByKnowledgeBaseID(ctx context.C...
    method CountSharesByKnowledgeBaseIDs (line 184) | func (r *kbShareRepository) CountSharesByKnowledgeBaseIDs(ctx context....
    method CountByOrganizations (line 213) | func (r *kbShareRepository) CountByOrganizations(ctx context.Context, ...
  function NewKBShareRepository (line 23) | func NewKBShareRepository(db *gorm.DB) interfaces.KBShareRepository {

FILE: internal/application/repository/knowledge.go
  type knowledgeRepository (line 19) | type knowledgeRepository struct
    method CreateKnowledge (line 29) | func (r *knowledgeRepository) CreateKnowledge(ctx context.Context, kno...
    method GetKnowledgeByID (line 35) | func (r *knowledgeRepository) GetKnowledgeByID(
    method GetKnowledgeByIDOnly (line 51) | func (r *knowledgeRepository) GetKnowledgeByIDOnly(ctx context.Context...
    method ListKnowledgeByKnowledgeBaseID (line 63) | func (r *knowledgeRepository) ListKnowledgeByKnowledgeBaseID(
    method ListPagedKnowledgeByKnowledgeBaseID (line 75) | func (r *knowledgeRepository) ListPagedKnowledgeByKnowledgeBaseID(
    method UpdateKnowledge (line 141) | func (r *knowledgeRepository) UpdateKnowledge(ctx context.Context, kno...
    method UpdateKnowledgeBatch (line 147) | func (r *knowledgeRepository) UpdateKnowledgeBatch(ctx context.Context...
    method DeleteKnowledge (line 155) | func (r *knowledgeRepository) DeleteKnowledge(ctx context.Context, ten...
    method DeleteKnowledgeList (line 160) | func (r *knowledgeRepository) DeleteKnowledgeList(ctx context.Context,...
    method GetKnowledgeBatch (line 165) | func (r *knowledgeRepository) GetKnowledgeBatch(
    method CheckKnowledgeExists (line 178) | func (r *knowledgeRepository) CheckKnowledgeExists(
    method AminusB (line 247) | func (r *knowledgeRepository) AminusB(
    method UpdateKnowledgeColumn (line 266) | func (r *knowledgeRepository) UpdateKnowledgeColumn(
    method CountKnowledgeByKnowledgeBaseID (line 277) | func (r *knowledgeRepository) CountKnowledgeByKnowledgeBaseID(
    method CountKnowledgeByStatus (line 290) | func (r *knowledgeRepository) CountKnowledgeByStatus(
    method SearchKnowledge (line 316) | func (r *knowledgeRepository) SearchKnowledge(
    method SearchKnowledgeInScopes (line 418) | func (r *knowledgeRepository) SearchKnowledgeInScopes(
    method ListIDsByTagID (line 523) | func (r *knowledgeRepository) ListIDsByTagID(
  function NewKnowledgeRepository (line 24) | func NewKnowledgeRepository(db *gorm.DB) interfaces.KnowledgeRepository {

FILE: internal/application/repository/knowledgebase.go
  type knowledgeBaseRepository (line 16) | type knowledgeBaseRepository struct
    method CreateKnowledgeBase (line 26) | func (r *knowledgeBaseRepository) CreateKnowledgeBase(ctx context.Cont...
    method GetKnowledgeBaseByID (line 31) | func (r *knowledgeBaseRepository) GetKnowledgeBaseByID(ctx context.Con...
    method GetKnowledgeBaseByIDAndTenant (line 43) | func (r *knowledgeBaseRepository) GetKnowledgeBaseByIDAndTenant(ctx co...
    method GetKnowledgeBaseByIDs (line 55) | func (r *knowledgeBaseRepository) GetKnowledgeBaseByIDs(ctx context.Co...
    method ListKnowledgeBases (line 67) | func (r *knowledgeBaseRepository) ListKnowledgeBases(ctx context.Conte...
    method ListKnowledgeBasesByTenantID (line 76) | func (r *knowledgeBaseRepository) ListKnowledgeBasesByTenantID(
    method TogglePinKnowledgeBase (line 88) | func (r *knowledgeBaseRepository) TogglePinKnowledgeBase(ctx context.C...
    method UpdateKnowledgeBase (line 116) | func (r *knowledgeBaseRepository) UpdateKnowledgeBase(ctx context.Cont...
    method DeleteKnowledgeBase (line 121) | func (r *knowledgeBaseRepository) DeleteKnowledgeBase(ctx context.Cont...
  function NewKnowledgeBaseRepository (line 21) | func NewKnowledgeBaseRepository(db *gorm.DB) interfaces.KnowledgeBaseRep...

FILE: internal/application/repository/mcp_service.go
  type mcpServiceRepository (line 13) | type mcpServiceRepository struct
    method Create (line 23) | func (r *mcpServiceRepository) Create(ctx context.Context, service *ty...
    method GetByID (line 29) | func (r *mcpServiceRepository) GetByID(ctx context.Context, tenantID u...
    method List (line 47) | func (r *mcpServiceRepository) List(ctx context.Context, tenantID uint...
    method ListEnabled (line 62) | func (r *mcpServiceRepository) ListEnabled(ctx context.Context, tenant...
    method ListByIDs (line 77) | func (r *mcpServiceRepository) ListByIDs(
    method Update (line 98) | func (r *mcpServiceRepository) Update(ctx context.Context, service *ty...
    method Delete (line 142) | func (r *mcpServiceRepository) Delete(ctx context.Context, tenantID ui...
  function NewMCPServiceRepository (line 18) | func NewMCPServiceRepository(db *gorm.DB) interfaces.MCPServiceRepository {

FILE: internal/application/repository/memory/neo4j/repository.go
  type MemoryRepository (line 14) | type MemoryRepository struct
    method IsAvailable (line 22) | func (r *MemoryRepository) IsAvailable(ctx context.Context) bool {
    method SaveEpisode (line 26) | func (r *MemoryRepository) SaveEpisode(ctx context.Context, episode *t...
    method FindRelatedEpisodes (line 101) | func (r *MemoryRepository) FindRelatedEpisodes(ctx context.Context, us...
  function NewMemoryRepository (line 18) | func NewMemoryRepository(driver neo4j.Driver) interfaces.MemoryRepository {

FILE: internal/application/repository/message.go
  type messageRepository (line 15) | type messageRepository struct
    method CreateMessage (line 27) | func (r *messageRepository) CreateMessage(
    method GetMessage (line 37) | func (r *messageRepository) GetMessage(
    method GetMessagesBySession (line 50) | func (r *messageRepository) GetMessagesBySession(
    method GetRecentMessagesBySession (line 62) | func (r *messageRepository) GetRecentMessagesBySession(
    method GetMessagesBySessionBeforeTime (line 88) | func (r *messageRepository) GetMessagesBySessionBeforeTime(
    method UpdateMessage (line 111) | func (r *messageRepository) UpdateMessage(ctx context.Context, message...
    method DeleteMessage (line 118) | func (r *messageRepository) DeleteMessage(ctx context.Context, session...
    method GetFirstMessageOfUser (line 125) | func (r *messageRepository) GetFirstMessageOfUser(ctx context.Context,...
    method GetMessageByRequestID (line 136) | func (r *messageRepository) GetMessageByRequestID(
    method SearchMessagesByKeyword (line 156) | func (r *messageRepository) SearchMessagesByKeyword(
    method GetMessagesByKnowledgeIDs (line 185) | func (r *messageRepository) GetMessagesByKnowledgeIDs(
    method GetMessagesByRequestIDs (line 205) | func (r *messageRepository) GetMessagesByRequestIDs(
    method GetKnowledgeIDsBySessionID (line 225) | func (r *messageRepository) GetKnowledgeIDsBySessionID(
    method UpdateMessageImages (line 241) | func (r *messageRepository) UpdateMessageImages(ctx context.Context, s...
    method DeleteMessagesBySessionID (line 249) | func (r *messageRepository) DeleteMessagesBySessionID(ctx context.Cont...
    method UpdateMessageKnowledgeID (line 254) | func (r *messageRepository) UpdateMessageKnowledgeID(
  function NewMessageRepository (line 20) | func NewMessageRepository(db *gorm.DB) interfaces.MessageRepository {

FILE: internal/application/repository/model.go
  type modelRepository (line 13) | type modelRepository struct
    method Create (line 23) | func (r *modelRepository) Create(ctx context.Context, m *types.Model) ...
    method GetByID (line 28) | func (r *modelRepository) GetByID(ctx context.Context, tenantID uint64...
    method List (line 42) | func (r *modelRepository) List(
    method Update (line 66) | func (r *modelRepository) Update(ctx context.Context, m *types.Model) ...
    method Delete (line 74) | func (r *modelRepository) Delete(ctx context.Context, tenantID uint64,...
    method ClearDefaultByType (line 82) | func (r *modelRepository) ClearDefaultByType(
  function NewModelRepository (line 18) | func NewModelRepository(db *gorm.DB) interfaces.ModelRepository {

FILE: internal/application/repository/organization.go
  type organizationRepository (line 22) | type organizationRepository struct
    method Create (line 32) | func (r *organizationRepository) Create(ctx context.Context, org *type...
    method GetByID (line 37) | func (r *organizationRepository) GetByID(ctx context.Context, id strin...
    method GetByInviteCode (line 49) | func (r *organizationRepository) GetByInviteCode(ctx context.Context, ...
    method ListByUserID (line 64) | func (r *organizationRepository) ListByUserID(ctx context.Context, use...
    method ListSearchable (line 81) | func (r *organizationRepository) ListSearchable(ctx context.Context, q...
    method Update (line 100) | func (r *organizationRepository) Update(ctx context.Context, org *type...
    method Delete (line 107) | func (r *organizationRepository) Delete(ctx context.Context, id string...
    method AddMember (line 112) | func (r *organizationRepository) AddMember(ctx context.Context, member...
    method RemoveMember (line 127) | func (r *organizationRepository) RemoveMember(ctx context.Context, org...
    method UpdateMemberRole (line 142) | func (r *organizationRepository) UpdateMemberRole(ctx context.Context,...
    method ListMembers (line 158) | func (r *organizationRepository) ListMembers(ctx context.Context, orgI...
    method GetMember (line 173) | func (r *organizationRepository) GetMember(ctx context.Context, orgID ...
    method ListMembersByUserForOrgs (line 189) | func (r *organizationRepository) ListMembersByUserForOrgs(ctx context....
    method CountMembers (line 210) | func (r *organizationRepository) CountMembers(ctx context.Context, org...
    method UpdateInviteCode (line 220) | func (r *organizationRepository) UpdateInviteCode(ctx context.Context,...
    method CreateJoinRequest (line 235) | func (r *organizationRepository) CreateJoinRequest(ctx context.Context...
    method GetJoinRequestByID (line 240) | func (r *organizationRepository) GetJoinRequestByID(ctx context.Contex...
    method GetPendingJoinRequest (line 256) | func (r *organizationRepository) GetPendingJoinRequest(ctx context.Con...
    method GetPendingRequestByType (line 271) | func (r *organizationRepository) GetPendingRequestByType(ctx context.C...
    method ListJoinRequests (line 286) | func (r *organizationRepository) ListJoinRequests(ctx context.Context,...
    method CountJoinRequests (line 304) | func (r *organizationRepository) CountJoinRequests(ctx context.Context...
    method UpdateJoinRequestStatus (line 315) | func (r *organizationRepository) UpdateJoinRequestStatus(ctx context.C...
  function NewOrganizationRepository (line 27) | func NewOrganizationRepository(db *gorm.DB) interfaces.OrganizationRepos...

FILE: internal/application/repository/retriever/elasticsearch/structs.go
  type VectorEmbedding (line 11) | type VectorEmbedding struct
  type VectorEmbeddingWithScore (line 25) | type VectorEmbeddingWithScore struct
  function ToDBVectorEmbedding (line 31) | func ToDBVectorEmbedding(embedding *types.IndexInfo, additionalParams ma...
  function FromDBVectorEmbeddingWithScore (line 61) | func FromDBVectorEmbeddingWithScore(id string,

FILE: internal/application/repository/retriever/elasticsearch/v7/repository.go
  type elasticsearchRepository (line 28) | type elasticsearchRepository struct
    method EngineType (line 50) | func (e *elasticsearchRepository) EngineType() typesLocal.RetrieverEng...
    method Support (line 54) | func (e *elasticsearchRepository) Support() []typesLocal.RetrieverType {
    method EstimateStorageSize (line 59) | func (e *elasticsearchRepository) EstimateStorageSize(ctx context.Cont...
    method calculateStorageSize (line 80) | func (e *elasticsearchRepository) calculateStorageSize(embedding *elas...
    method Save (line 104) | func (e *elasticsearchRepository) Save(ctx context.Context,
    method BatchSave (line 153) | func (e *elasticsearchRepository) BatchSave(ctx context.Context,
    method prepareBulkRequestBody (line 199) | func (e *elasticsearchRepository) prepareBulkRequestBody(ctx context.C...
    method processBulkResponse (line 236) | func (e *elasticsearchRepository) processBulkResponse(ctx context.Cont...
    method countBulkErrors (line 266) | func (e *elasticsearchRepository) countBulkErrors(ctx context.Context,
    method DeleteByChunkIDList (line 290) | func (e *elasticsearchRepository) DeleteByChunkIDList(ctx context.Cont...
    method DeleteBySourceIDList (line 295) | func (e *elasticsearchRepository) DeleteBySourceIDList(ctx context.Con...
    method DeleteByKnowledgeIDList (line 300) | func (e *elasticsearchRepository) DeleteByKnowledgeIDList(ctx context....
    method deleteByFieldList (line 307) | func (e *elasticsearchRepository) deleteByFieldList(ctx context.Contex...
    method getBaseConds (line 360) | func (e *elasticsearchRepository) getBaseConds(params typesLocal.Retri...
    method Retrieve (line 448) | func (e *elasticsearchRepository) Retrieve(ctx context.Context,
    method VectorRetrieve (line 465) | func (e *elasticsearchRepository) VectorRetrieve(ctx context.Context,
    method buildVectorSearchQuery (line 495) | func (e *elasticsearchRepository) buildVectorSearchQuery(ctx context.C...
    method executeVectorSearch (line 542) | func (e *elasticsearchRepository) executeVectorSearch(
    method KeywordsRetrieve (line 568) | func (e *elasticsearchRepository) KeywordsRetrieve(ctx context.Context,
    method buildKeywordSearchQuery (line 597) | func (e *elasticsearchRepository) buildKeywordSearchQuery(ctx context....
    method executeKeywordSearch (line 618) | func (e *elasticsearchRepository) executeKeywordSearch(
    method processSearchResponse (line 645) | func (e *elasticsearchRepository) processSearchResponse(ctx context.Co...
    method decodeSearchResponse (line 681) | func (e *elasticsearchRepository) decodeSearchResponse(ctx context.Con...
    method extractHitsFromResponse (line 696) | func (e *elasticsearchRepository) extractHitsFromResponse(ctx context....
    method processHits (line 718) | func (e *elasticsearchRepository) processHits(ctx context.Context,
    method processHit (line 741) | func (e *elasticsearchRepository) processHit(ctx context.Context,
    method convertSourceToEmbedding (line 789) | func (e *elasticsearchRepository) convertSourceToEmbedding(ctx context...
    method logResultsSummary (line 812) | func (e *elasticsearchRepository) logResultsSummary(ctx context.Context,
    method CopyIndices (line 834) | func (e *elasticsearchRepository) CopyIndices(ctx context.Context,
    method querySourceBatch (line 910) | func (e *elasticsearchRepository) querySourceBatch(ctx context.Context,
    method processSourceBatch (line 978) | func (e *elasticsearchRepository) processSourceBatch(ctx context.Context,
    method processSingleHit (line 1011) | func (e *elasticsearchRepository) processSingleHit(ctx context.Context,
    method saveCopiedIndices (line 1127) | func (e *elasticsearchRepository) saveCopiedIndices(ctx context.Contex...
    method BatchUpdateChunkEnabledStatus (line 1159) | func (e *elasticsearchRepository) BatchUpdateChunkEnabledStatus(
    method BatchUpdateChunkTagID (line 1258) | func (e *elasticsearchRepository) BatchUpdateChunkTagID(
  function NewElasticsearchEngineRepository (line 33) | func NewElasticsearchEngineRepository(client *elasticsearch.Client,

FILE: internal/application/repository/retriever/elasticsearch/v8/repository.go
  type elasticsearchRepository (line 23) | type elasticsearchRepository struct
    method EngineType (line 54) | func (e *elasticsearchRepository) EngineType() typesLocal.RetrieverEng...
    method Support (line 59) | func (e *elasticsearchRepository) Support() []typesLocal.RetrieverType {
    method calculateStorageSize (line 64) | func (e *elasticsearchRepository) calculateStorageSize(embedding *elas...
    method EstimateStorageSize (line 88) | func (e *elasticsearchRepository) EstimateStorageSize(ctx context.Cont...
    method Save (line 104) | func (e *elasticsearchRepository) Save(ctx context.Context,
    method BatchSave (line 132) | func (e *elasticsearchRepository) BatchSave(ctx context.Context,
    method DeleteByChunkIDList (line 168) | func (e *elasticsearchRepository) DeleteByChunkIDList(ctx context.Cont...
    method DeleteBySourceIDList (line 191) | func (e *elasticsearchRepository) DeleteBySourceIDList(ctx context.Con...
    method DeleteByKnowledgeIDList (line 214) | func (e *elasticsearchRepository) DeleteByKnowledgeIDList(ctx context....
    method getBaseConds (line 240) | func (e *elasticsearchRepository) getBaseConds(params typesLocal.Retri...
    method createIndexIfNotExists (line 291) | func (e *elasticsearchRepository) createIndexIfNotExists(ctx context.C...
    method Retrieve (line 321) | func (e *elasticsearchRepository) Retrieve(ctx context.Context,
    method VectorRetrieve (line 342) | func (e *elasticsearchRepository) VectorRetrieve(ctx context.Context,
    method KeywordsRetrieve (line 414) | func (e *elasticsearchRepository) KeywordsRetrieve(ctx context.Context,
    method CopyIndices (line 468) | func (e *elasticsearchRepository) CopyIndices(ctx context.Context,
    method BatchUpdateChunkEnabledStatus (line 614) | func (e *elasticsearchRepository) BatchUpdateChunkEnabledStatus(
    method BatchUpdateChunkTagID (line 695) | func (e *elasticsearchRepository) BatchUpdateChunkTagID(
  function NewElasticsearchEngineRepository (line 30) | func NewElasticsearchEngineRepository(client *elasticsearch.TypedClient,

FILE: internal/application/repository/retriever/milvus/filter.go
  constant operatorAnd (line 14) | operatorAnd = "and"
  constant operatorOr (line 17) | operatorOr = "or"
  constant operatorEqual (line 20) | operatorEqual = "eq"
  constant operatorNotEqual (line 23) | operatorNotEqual = "ne"
  constant operatorGreaterThan (line 26) | operatorGreaterThan = "gt"
  constant operatorGreaterThanOrEqual (line 29) | operatorGreaterThanOrEqual = "gte"
  constant operatorLessThan (line 32) | operatorLessThan = "lt"
  constant operatorLessThanOrEqual (line 35) | operatorLessThanOrEqual = "lte"
  constant operatorIn (line 38) | operatorIn = "in"
  constant operatorNotIn (line 41) | operatorNotIn = "not in"
  constant operatorLike (line 44) | operatorLike = "like"
  constant operatorNotLike (line 47) | operatorNotLike = "not like"
  constant operatorBetween (line 50) | operatorBetween = "between"
  type convertResult (line 64) | type convertResult struct
  type filter (line 69) | type filter struct
    method Convert (line 71) | func (c *filter) Convert(cond *universalFilterCondition) (*convertResu...
    method convertComparisonCondition (line 76) | func (c *filter) convertComparisonCondition(
    method convertLogicalCondition (line 96) | func (c *filter) convertLogicalCondition(
    method convertCondition (line 137) | func (c *filter) convertCondition(
    method convertInCondition (line 160) | func (c *filter) convertInCondition(
    method convertBetweenCondition (line 181) | func (c *filter) convertBetweenCondition(
    method convertParamName (line 236) | func (c *filter) convertParamName(field string, counter *int) string {
  function formatValue (line 207) | func formatValue(value any) string {
  function escapeDoubleQuotes (line 230) | func escapeDoubleQuotes(s string) string {
  type universalFilterCondition (line 241) | type universalFilterCondition struct
    method UnmarshalJSON (line 247) | func (c *universalFilterCondition) UnmarshalJSON(data []byte) error {
    method MarshalJSON (line 292) | func (c *universalFilterCondition) MarshalJSON() ([]byte, error) {

FILE: internal/application/repository/retriever/milvus/repository.go
  constant envMilvusCollection (line 23) | envMilvusCollection   = "MILVUS_COLLECTION"
  constant defaultCollectionName (line 24) | defaultCollectionName = "weknora_embeddings"
  constant fieldContent (line 25) | fieldContent          = "content"
  constant fieldSourceID (line 26) | fieldSourceID         = "source_id"
  constant fieldSourceType (line 27) | fieldSourceType       = "source_type"
  constant fieldChunkID (line 28) | fieldChunkID          = "chunk_id"
  constant fieldKnowledgeID (line 29) | fieldKnowledgeID      = "knowledge_id"
  constant fieldKnowledgeBaseID (line 30) | fieldKnowledgeBaseID  = "knowledge_base_id"
  constant fieldTagID (line 31) | fieldTagID            = "tag_id"
  constant fieldEmbedding (line 32) | fieldEmbedding        = "embedding"
  constant fieldIsEnabled (line 33) | fieldIsEnabled        = "is_enabled"
  constant fieldID (line 34) | fieldID               = "id"
  constant fieldContentSparse (line 35) | fieldContentSparse    = "content_sparse"
  function NewMilvusRetrieveEngineRepository (line 44) | func NewMilvusRetrieveEngineRepository(client *client.Client) interfaces...
  method getCollectionName (line 65) | func (m *milvusRepository) getCollectionName(dimension int) string {
  method ensureCollection (line 70) | func (m *milvusRepository) ensureCollection(ctx context.Context, dimensi...
  method EngineType (line 186) | func (m *milvusRepository) EngineType() types.RetrieverEngineType {
  method Support (line 190) | func (m *milvusRepository) Support() []types.RetrieverType {
  method EstimateStorageSize (line 195) | func (m *milvusRepository) EstimateStorageSize(ctx context.Context,
  method Save (line 210) | func (m *milvusRepository) Save(ctx context.Context,
  method BatchSave (line 245) | func (m *milvusRepository) BatchSave(ctx context.Context,
  method DeleteByChunkIDList (line 307) | func (m *milvusRepository) DeleteByChunkIDList(ctx context.Context, chun...
  method DeleteByKnowledgeIDList (line 330) | func (m *milvusRepository) DeleteByKnowledgeIDList(ctx context.Context,
  method DeleteBySourceIDList (line 355) | func (m *milvusRepository) DeleteBySourceIDList(ctx context.Context,
  method BatchUpdateChunkEnabledStatus (line 380) | func (m *milvusRepository) BatchUpdateChunkEnabledStatus(ctx context.Con...
  method searchByFilter (line 466) | func (m *milvusRepository) searchByFilter(ctx context.Context, collectio...
  method BatchUpdateChunkTagID (line 497) | func (m *milvusRepository) BatchUpdateChunkTagID(ctx context.Context, ch...
  method getBaseFilterForQuery (line 558) | func (m *milvusRepository) getBaseFilterForQuery(params types.RetrievePa...
  method Retrieve (line 614) | func (m *milvusRepository) Retrieve(ctx context.Context,
  method VectorRetrieve (line 633) | func (m *milvusRepository) VectorRetrieve(ctx context.Context,
  method KeywordsRetrieve (line 703) | func (m *milvusRepository) KeywordsRetrieve(ctx context.Context,
  method CopyIndices (line 771) | func (m *milvusRepository) CopyIndices(ctx context.Context,
  function buildRetrieveResult (line 876) | func buildRetrieveResult(results []*types.IndexWithScore, retrieverType ...
  method calculateStorageSize (line 887) | func (m *milvusRepository) calculateStorageSize(embedding *MilvusVectorE...
  function toMilvusVectorEmbedding (line 919) | func toMilvusVectorEmbedding(embedding *types.IndexInfo, additionalParam...
  function fromMilvusVectorEmbedding (line 939) | func fromMilvusVectorEmbedding(id string,
  function createUpsert (line 957) | func createUpsert(collectionName string, embeddings []*MilvusVectorEmbed...
  function convertResultSet (line 996) | func convertResultSet(resultSet []client.ResultSet) ([]*MilvusVectorEmbe...

FILE: internal/application/repository/retriever/milvus/structs.go
  type milvusRepository (line 9) | type milvusRepository struct
  type MilvusVectorEmbedding (line 17) | type MilvusVectorEmbedding struct
  type MilvusVectorEmbeddingWithScore (line 30) | type MilvusVectorEmbeddingWithScore struct

FILE: internal/application/repository/retriever/neo4j/repository.go
  type Neo4jRepository (line 15) | type Neo4jRepository struct
    method Labels (line 31) | func (n *Neo4jRepository) Labels(namespace types.NameSpace) []string {
    method Label (line 40) | func (n *Neo4jRepository) Label(namespace types.NameSpace) string {
    method AddGraph (line 46) | func (n *Neo4jRepository) AddGraph(ctx context.Context, namespace type...
    method addGraph (line 60) | func (n *Neo4jRepository) addGraph(ctx context.Context, namespace type...
    method DelGraph (line 118) | func (n *Neo4jRepository) DelGraph(ctx context.Context, namespaces []t...
    method SearchNode (line 164) | func (n *Neo4jRepository) SearchNode(
  function NewNeo4jRepository (line 21) | func NewNeo4jRepository(driver neo4j.Driver) interfaces.RetrieveGraphRep...
  function _remove_hyphen (line 26) | func _remove_hyphen(s string) string {
  function listI2listS (line 230) | func listI2listS(list []any) []string {

FILE: internal/application/repository/retriever/postgres/repository.go
  type pgRepository (line 20) | type pgRepository struct
    method EngineType (line 31) | func (r *pgRepository) EngineType() types.RetrieverEngineType {
    method Support (line 36) | func (r *pgRepository) Support() []types.RetrieverType {
    method calculateIndexStorageSize (line 41) | func (g *pgRepository) calculateIndexStorageSize(embeddingDB *pgVector...
    method EstimateStorageSize (line 64) | func (g *pgRepository) EstimateStorageSize(
    method Save (line 80) | func (g *pgRepository) Save(ctx context.Context, indexInfo *types.Inde...
    method BatchSave (line 93) | func (g *pgRepository) BatchSave(
    method DeleteByChunkIDList (line 111) | func (g *pgRepository) DeleteByChunkIDList(ctx context.Context, chunkI...
    method DeleteBySourceIDList (line 123) | func (g *pgRepository) DeleteBySourceIDList(ctx context.Context, sourc...
    method DeleteByKnowledgeIDList (line 138) | func (g *pgRepository) DeleteByKnowledgeIDList(ctx context.Context, kn...
    method Retrieve (line 150) | func (g *pgRepository) Retrieve(ctx context.Context, params types.Retr...
    method KeywordsRetrieve (line 164) | func (g *pgRepository) KeywordsRetrieve(ctx context.Context,
    method VectorRetrieve (line 262) | func (g *pgRepository) VectorRetrieve(ctx context.Context,
    method CopyIndices (line 424) | func (g *pgRepository) CopyIndices(ctx context.Context,
    method BatchUpdateChunkEnabledStatus (line 557) | func (g *pgRepository) BatchUpdateChunkEnabledStatus(ctx context.Conte...
    method BatchUpdateChunkTagID (line 608) | func (g *pgRepository) BatchUpdateChunkTagID(ctx context.Context, chun...
  function NewPostgresRetrieveEngineRepository (line 25) | func NewPostgresRetrieveEngineRepository(db *gorm.DB) interfaces.Retriev...

FILE: internal/application/repository/retriever/postgres/structs.go
  type pgVector (line 15) | type pgVector struct
    method TableName (line 55) | func (pgVector) TableName() string {
  type pgVectorWithScore (line 32) | type pgVectorWithScore struct
    method TableName (line 50) | func (pgVectorWithScore) TableName() string {
  function toDBVectorEmbedding (line 60) | func toDBVectorEmbedding(indexInfo *types.IndexInfo, additionalParams ma...
  function fromDBVectorEmbeddingWithScore (line 90) | func fromDBVectorEmbeddingWithScore(embedding *pgVectorWithScore, matchT...

FILE: internal/application/repository/retriever/qdrant/repository.go
  constant envQdrantCollection (line 20) | envQdrantCollection   = "QDRANT_COLLECTION"
  constant defaultCollectionName (line 21) | defaultCollectionName = "weknora_embeddings"
  constant fieldContent (line 22) | fieldContent          = "content"
  constant fieldSourceID (line 23) | fieldSourceID         = "source_id"
  constant fieldSourceType (line 24) | fieldSourceType       = "source_type"
  constant fieldChunkID (line 25) | fieldChunkID          = "chunk_id"
  constant fieldKnowledgeID (line 26) | fieldKnowledgeID      = "knowledge_id"
  constant fieldKnowledgeBaseID (line 27) | fieldKnowledgeBaseID  = "knowledge_base_id"
  constant fieldTagID (line 28) | fieldTagID            = "tag_id"
  constant fieldEmbedding (line 29) | fieldEmbedding        = "embedding"
  constant fieldIsEnabled (line 30) | fieldIsEnabled        = "is_enabled"
  function NewQdrantRetrieveEngineRepository (line 34) | func NewQdrantRetrieveEngineRepository(client *qdrant.Client) interfaces...
  method getCollectionName (line 54) | func (q *qdrantRepository) getCollectionName(dimension int) string {
  method ensureCollection (line 59) | func (q *qdrantRepository) ensureCollection(ctx context.Context, dimensi...
  method EngineType (line 142) | func (q *qdrantRepository) EngineType() types.RetrieverEngineType {
  method Support (line 146) | func (q *qdrantRepository) Support() []types.RetrieverType {
  method EstimateStorageSize (line 151) | func (q *qdrantRepository) EstimateStorageSize(ctx context.Context,
  method Save (line 166) | func (q *qdrantRepository) Save(ctx context.Context,
  method BatchSave (line 207) | func (q *qdrantRepository) BatchSave(ctx context.Context,
  method DeleteByChunkIDList (line 268) | func (q *qdrantRepository) DeleteByChunkIDList(ctx context.Context, chun...
  method DeleteByKnowledgeIDList (line 296) | func (q *qdrantRepository) DeleteByKnowledgeIDList(ctx context.Context,
  method DeleteBySourceIDList (line 326) | func (q *qdrantRepository) DeleteBySourceIDList(ctx context.Context,
  method BatchUpdateChunkEnabledStatus (line 357) | func (q *qdrantRepository) BatchUpdateChunkEnabledStatus(ctx context.Con...
  method BatchUpdateChunkTagID (line 431) | func (q *qdrantRepository) BatchUpdateChunkTagID(ctx context.Context, ch...
  method getBaseFilter (line 482) | func (q *qdrantRepository) getBaseFilter(params types.RetrieveParams) *q...
  method Retrieve (line 521) | func (q *qdrantRepository) Retrieve(ctx context.Context,
  method VectorRetrieve (line 540) | func (q *qdrantRepository) VectorRetrieve(ctx context.Context,
  method KeywordsRetrieve (line 612) | func (q *qdrantRepository) KeywordsRetrieve(ctx context.Context,
  method CopyIndices (line 709) | func (q *qdrantRepository) CopyIndices(ctx context.Context,
  function createPayload (line 864) | func createPayload(embedding *QdrantVectorEmbedding) map[string]*qdrant....
  function buildRetrieveResult (line 878) | func buildRetrieveResult(results []*types.IndexWithScore, retrieverType ...
  method calculateStorageSize (line 890) | func (q *qdrantRepository) calculateStorageSize(embedding *QdrantVectorE...
  function toQdrantVectorEmbedding (line 923) | func toQdrantVectorEmbedding(embedding *types.IndexInfo, additionalParam...
  function fromQdrantVectorEmbedding (line 943) | func fromQdrantVectorEmbedding(id string,
  function tokenizeQuery (line 963) | func tokenizeQuery(query string) []string {

FILE: internal/application/repository/retriever/qdrant/structs.go
  type qdrantRepository (line 9) | type qdrantRepository struct
  type QdrantVectorEmbedding (line 16) | type QdrantVectorEmbedding struct
  type QdrantVectorEmbeddingWithScore (line 28) | type QdrantVectorEmbeddingWithScore struct

FILE: internal/application/repository/retriever/sqlite/repository.go
  type sqliteEmbedding (line 21) | type sqliteEmbedding struct
    method TableName (line 36) | func (sqliteEmbedding) TableName() string { return "lite_embeddings" }
  type sqliteRepository (line 38) | type sqliteRepository struct
    method ensureVecTable (line 77) | func (r *sqliteRepository) ensureVecTable(dim int) {
    method ensureExistingVecTables (line 97) | func (r *sqliteRepository) ensureExistingVecTables() {
    method EngineType (line 105) | func (r *sqliteRepository) EngineType() types.RetrieverEngineType {
    method Support (line 109) | func (r *sqliteRepository) Support() []types.RetrieverType {
    method Save (line 113) | func (r *sqliteRepository) Save(ctx context.Context, indexInfo *types....
    method BatchSave (line 129) | func (r *sqliteRepository) BatchSave(ctx context.Context, indexInfoLis...
    method EstimateStorageSize (line 155) | func (r *sqliteRepository) EstimateStorageSize(_ context.Context, inde...
    method DeleteByChunkIDList (line 163) | func (r *sqliteRepository) DeleteByChunkIDList(ctx context.Context, ch...
    method DeleteBySourceIDList (line 170) | func (r *sqliteRepository) DeleteBySourceIDList(ctx context.Context, s...
    method DeleteByKnowledgeIDList (line 177) | func (r *sqliteRepository) DeleteByKnowledgeIDList(ctx context.Context...
    method CopyIndices (line 184) | func (r *sqliteRepository) CopyIndices(ctx context.Context,
    method BatchUpdateChunkEnabledStatus (line 219) | func (r *sqliteRepository) BatchUpdateChunkEnabledStatus(ctx context.C...
    method BatchUpdateChunkTagID (line 226) | func (r *sqliteRepository) BatchUpdateChunkTagID(ctx context.Context, ...
    method Retrieve (line 235) | func (r *sqliteRepository) Retrieve(ctx context.Context, params types....
    method keywordsRetrieve (line 268) | func (r *sqliteRepository) keywordsRetrieve(ctx context.Context, param...
    method vectorRetrieve (line 344) | func (r *sqliteRepository) vectorRetrieve(ctx context.Context, params ...
    method insertVec (line 465) | func (r *sqliteRepository) insertVec(_ context.Context, rowID uint, di...
    method deleteRowsAndVecs (line 475) | func (r *sqliteRepository) deleteRowsAndVecs(_ context.Context, rows [...
    method copyVec (line 493) | func (r *sqliteRepository) copyVec(_ context.Context, srcID, dstID uin...
    method syncFTS5Insert (line 504) | func (r *sqliteRepository) syncFTS5Insert(_ context.Context, row *sqli...
  function NewSQLiteRetrieveEngineRepository (line 43) | func NewSQLiteRetrieveEngineRepository(db *gorm.DB) interfaces.RetrieveE...
  function initFTS5 (line 62) | func initFTS5(db *gorm.DB) {
  function vecTableName (line 73) | func vecTableName(dim int) string {
  function toSQLiteEmbedding (line 439) | func toSQLiteEmbedding(info *types.IndexInfo) *sqliteEmbedding {
  function extractEmbedding (line 454) | func extractEmbedding(params map[string]any, sourceID string) []float32 {
  type whereClause (line 512) | type whereClause struct
  function buildFilterWhere (line 517) | func buildFilterWhere(params types.RetrieveParams) []whereClause {
  function placeholders (line 540) | func placeholders(n int) string {
  function toInterfaceSlice (line 548) | func toInterfaceSlice(ss []string) []interface{} {
  function sanitizeFTS5Query (line 561) | func sanitizeFTS5Query(q string) string {

FILE: internal/application/repository/retriever/weaviate/repository.go
  constant envWeaviateCollection (line 24) | envWeaviateCollection = "WEAVIATE_COLLECTION"
  constant defaultCollectionName (line 25) | defaultCollectionName = "Weknora_embeddings"
  constant fieldContent (line 26) | fieldContent          = "content"
  constant fieldSourceID (line 27) | fieldSourceID         = "source_id"
  constant fieldSourceType (line 28) | fieldSourceType       = "source_type"
  constant fieldChunkID (line 29) | fieldChunkID          = "chunk_id"
  constant fieldKnowledgeID (line 30) | fieldKnowledgeID      = "knowledge_id"
  constant fieldKnowledgeBaseID (line 31) | fieldKnowledgeBaseID  = "knowledge_base_id"
  constant fieldTagID (line 32) | fieldTagID            = "tag_id"
  constant fieldEmbedding (line 33) | fieldEmbedding        = "embedding"
  constant fieldIsEnabled (line 34) | fieldIsEnabled        = "is_enabled"
  constant fieldID (line 35) | fieldID               = "id"
  function NewWeaviateRetrieveEngineRepository (line 38) | func NewWeaviateRetrieveEngineRepository(client *weaviate.Client) interf...
  method getCollectionName (line 57) | func (w *weaviateRepository) getCollectionName(dimension int) string {
  method ensureCollection (line 61) | func (w *weaviateRepository) ensureCollection(ctx context.Context, dimen...
  method EngineType (line 151) | func (w *weaviateRepository) EngineType() types.RetrieverEngineType {
  method Support (line 155) | func (w *weaviateRepository) Support() []types.RetrieverType {
  method EstimateStorageSize (line 160) | func (w *weaviateRepository) EstimateStorageSize(ctx context.Context,
  method Save (line 175) | func (w *weaviateRepository) Save(ctx context.Context,
  method BatchSave (line 213) | func (w *weaviateRepository) BatchSave(ctx context.Context,
  method DeleteByChunkIDList (line 278) | func (w *weaviateRepository) DeleteByChunkIDList(ctx context.Context, ch...
  method DeleteByKnowledgeIDList (line 307) | func (w *weaviateRepository) DeleteByKnowledgeIDList(ctx context.Context,
  method DeleteBySourceIDList (line 338) | func (w *weaviateRepository) DeleteBySourceIDList(ctx context.Context,
  method BatchUpdateChunkEnabledStatus (line 368) | func (w *weaviateRepository) BatchUpdateChunkEnabledStatus(ctx context.C...
  method BatchUpdateChunkTagID (line 420) | func (w *weaviateRepository) BatchUpdateChunkTagID(ctx context.Context, ...
  method getBaseFilter (line 466) | func (w *weaviateRepository) getBaseFilter(params types.RetrieveParams) ...
  method Retrieve (line 511) | func (w *weaviateRepository) Retrieve(ctx context.Context,
  method VectorRetrieve (line 530) | func (w *weaviateRepository) VectorRetrieve(ctx context.Context,
  method KeywordsRetrieve (line 594) | func (w *weaviateRepository) KeywordsRetrieve(ctx context.Context,
  method CopyIndices (line 666) | func (w *weaviateRepository) CopyIndices(ctx context.Context,
  method ListCollections (line 807) | func (w *weaviateRepository) ListCollections(ctx context.Context) ([]str...
  function createPayload (line 820) | func createPayload(embedding *WeaviateVectorEmbedding) map[string]interf...
  function buildRetrieveResult (line 834) | func buildRetrieveResult(results []*types.IndexWithScore, retrieverType ...
  function getKeywordsFields (line 845) | func getKeywordsFields() []graphql.Field {
  function getEmbeddingFields (line 864) | func getEmbeddingFields() []graphql.Field {
  function getVectorFields (line 883) | func getVectorFields() []graphql.Field {
  function parseGraphQLResponse (line 903) | func parseGraphQLResponse(items []interface{}, collectionName string, ma...
  method calculateStorageSize (line 957) | func (w *weaviateRepository) calculateStorageSize(embedding *WeaviateVec...
  function toWeaviateVectorEmbedding (line 990) | func toWeaviateVectorEmbedding(embedding *types.IndexInfo, additionalPar...
  function fromWeaviateVectorEmbedding (line 1010) | func fromWeaviateVectorEmbedding(id string,
  function tokenizeQuery (line 1030) | func tokenizeQuery(query string) []string {

FILE: internal/application/repository/retriever/weaviate/structs.go
  type weaviateRepository (line 9) | type weaviateRepository struct
  type WeaviateVectorEmbedding (line 16) | type WeaviateVectorEmbedding struct
  type WeaviateVectorEmbeddingWithScore (line 28) | type WeaviateVectorEmbeddingWithScore struct

FILE: internal/application/repository/session.go
  type sessionRepository (line 13) | type sessionRepository struct
    method Create (line 23) | func (r *sessionRepository) Create(ctx context.Context, session *types...
    method Get (line 34) | func (r *sessionRepository) Get(ctx context.Context, tenantID uint64, ...
    method GetByTenantID (line 44) | func (r *sessionRepository) GetByTenantID(ctx context.Context, tenantI...
    method GetPagedByTenantID (line 54) | func (r *sessionRepository) GetPagedByTenantID(
    method Update (line 81) | func (r *sessionRepository) Update(ctx context.Context, session *types...
    method Delete (line 94) | func (r *sessionRepository) Delete(ctx context.Context, tenantID uint6...
    method BatchDelete (line 99) | func (r *sessionRepository) BatchDelete(ctx context.Context, tenantID ...
    method DeleteAllByTenantID (line 107) | func (r *sessionRepository) DeleteAllByTenantID(ctx context.Context, t...
  function NewSessionRepository (line 18) | func NewSessionRepository(db *gorm.DB) interfaces.SessionRepository {

FILE: internal/application/repository/tag.go
  type knowledgeTagRepository (line 13) | type knowledgeTagRepository struct
    method Create (line 23) | func (r *knowledgeTagRepository) Create(ctx context.Context, tag *type...
    method Update (line 28) | func (r *knowledgeTagRepository) Update(ctx context.Context, tag *type...
    method GetByID (line 33) | func (r *knowledgeTagRepository) GetByID(ctx context.Context, tenantID...
    method GetByIDs (line 44) | func (r *knowledgeTagRepository) GetByIDs(ctx context.Context, tenantI...
    method GetBySeqID (line 58) | func (r *knowledgeTagRepository) GetBySeqID(ctx context.Context, tenan...
    method GetBySeqIDs (line 69) | func (r *knowledgeTagRepository) GetBySeqIDs(ctx context.Context, tena...
    method GetByName (line 83) | func (r *knowledgeTagRepository) GetByName(ctx context.Context, tenant...
    method ListByKB (line 94) | func (r *knowledgeTagRepository) ListByKB(
    method Delete (line 136) | func (r *knowledgeTagRepository) Delete(ctx context.Context, tenantID ...
    method CountReferences (line 143) | func (r *knowledgeTagRepository) CountReferences(
    method BatchCountReferences (line 171) | func (r *knowledgeTagRepository) BatchCountReferences(
    method DeleteUnusedTags (line 224) | func (r *knowledgeTagRepository) DeleteUnusedTags(ctx context.Context,...
  function NewKnowledgeTagRepository (line 18) | func NewKnowledgeTagRepository(db *gorm.DB) interfaces.KnowledgeTagRepos...
  type tagCountResult (line 165) | type tagCountResult struct

FILE: internal/application/repository/tenant.go
  type tenantRepository (line 20) | type tenantRepository struct
    method CreateTenant (line 30) | func (r *tenantRepository) CreateTenant(ctx context.Context, tenant *t...
    method GetTenantByID (line 35) | func (r *tenantRepository) GetTenantByID(ctx context.Context, id uint6...
    method ListTenants (line 47) | func (r *tenantRepository) ListTenants(ctx context.Context) ([]*types....
    method SearchTenants (line 56) | func (r *tenantRepository) SearchTenants(ctx context.Context, keyword ...
    method UpdateTenant (line 97) | func (r *tenantRepository) UpdateTenant(ctx context.Context, tenant *t...
    method DeleteTenant (line 102) | func (r *tenantRepository) DeleteTenant(ctx context.Context, id uint64...
    method AdjustStorageUsed (line 106) | func (r *tenantRepository) AdjustStorageUsed(ctx context.Context, tena...
  function NewTenantRepository (line 25) | func NewTenantRepository(db *gorm.DB) interfaces.TenantRepository {

FILE: internal/application/repository/tenant_disabled_shared_agent.go
  type tenantDisabledSharedAgentRepository (line 11) | type tenantDisabledSharedAgentRepository struct
    method ListByTenantID (line 20) | func (r *tenantDisabledSharedAgentRepository) ListByTenantID(ctx conte...
    method ListDisabledOwnAgentIDs (line 26) | func (r *tenantDisabledSharedAgentRepository) ListDisabledOwnAgentIDs(...
    method Add (line 34) | func (r *tenantDisabledSharedAgentRepository) Add(ctx context.Context,...
    method Remove (line 43) | func (r *tenantDisabledSharedAgentRepository) Remove(ctx context.Conte...
  function NewTenantDisabledSharedAgentRepository (line 16) | func NewTenantDisabledSharedAgentRepository(db *gorm.DB) interfaces.Tena...

FILE: internal/application/repository/user.go
  type userRepository (line 19) | type userRepository struct
    method CreateUser (line 29) | func (r *userRepository) CreateUser(ctx context.Context, user *types.U...
    method GetUserByID (line 34) | func (r *userRepository) GetUserByID(ctx context.Context, id string) (...
    method GetUserByEmail (line 46) | func (r *userRepository) GetUserByEmail(ctx context.Context, email str...
    method GetUserByUsername (line 58) | func (r *userRepository) GetUserByUsername(ctx context.Context, userna...
    method GetUserByTenantID (line 70) | func (r *userRepository) GetUserByTenantID(ctx context.Context, tenant...
    method UpdateUser (line 82) | func (r *userRepository) UpdateUser(ctx context.Context, user *types.U...
    method DeleteUser (line 87) | func (r *userRepository) DeleteUser(ctx context.Context, id string) er...
    method ListUsers (line 92) | func (r *userRepository) ListUsers(ctx context.Context, offset, limit ...
    method SearchUsers (line 111) | func (r *userRepository) SearchUsers(ctx context.Context, query string...
  function NewUserRepository (line 24) | func NewUserRepository(db *gorm.DB) interfaces.UserRepository {
  type authTokenRepository (line 133) | type authTokenRepository struct
    method CreateToken (line 143) | func (r *authTokenRepository) CreateToken(ctx context.Context, token *...
    method GetTokenByValue (line 148) | func (r *authTokenRepository) GetTokenByValue(ctx context.Context, tok...
    method GetTokensByUserID (line 160) | func (r *authTokenRepository) GetTokensByUserID(ctx context.Context, u...
    method UpdateToken (line 169) | func (r *authTokenRepository) UpdateToken(ctx context.Context, token *...
    method DeleteToken (line 174) | func (r *authTokenRepository) DeleteToken(ctx context.Context, id stri...
    method DeleteExpiredTokens (line 179) | func (r *authTokenRepository) DeleteExpiredTokens(ctx context.Context)...
    method RevokeTokensByUserID (line 184) | func (r *authTokenRepository) RevokeTokensByUserID(ctx context.Context...
  function NewAuthTokenRepository (line 138) | func NewAuthTokenRepository(db *gorm.DB) interfaces.AuthTokenRepository {

FILE: internal/application/service/agent_service.go
  constant MAX_ITERATIONS (line 26) | MAX_ITERATIONS = 100
  type agentService (line 29) | type agentService struct
    method CreateAgentEngine (line 79) | func (s *agentService) CreateAgentEngine(
    method initializeSkillsManager (line 223) | func (s *agentService) initializeSkillsManager(
    method registerTools (line 298) | func (s *agentService) registerTools(
    method ValidateConfig (line 427) | func (s *agentService) ValidateConfig(config *types.AgentConfig) error {
    method getKnowledgeBaseInfos (line 444) | func (s *agentService) getKnowledgeBaseInfos(ctx context.Context, kbID...
    method getSelectedDocumentInfos (line 551) | func (s *agentService) getSelectedDocumentInfos(ctx context.Context, k...
  function NewAgentService (line 46) | func NewAgentService(

FILE: internal/application/service/agent_share.go
  type agentShareService (line 26) | type agentShareService struct
    method ShareAgent (line 52) | func (s *agentShareService) ShareAgent(ctx context.Context, agentID st...
    method RemoveShare (line 126) | func (s *agentShareService) RemoveShare(ctx context.Context, shareID s...
    method ListSharesByAgent (line 145) | func (s *agentShareService) ListSharesByAgent(ctx context.Context, age...
    method ListSharesByOrganization (line 150) | func (s *agentShareService) ListSharesByOrganization(ctx context.Conte...
    method ListSharedAgents (line 155) | func (s *agentShareService) ListSharedAgents(ctx context.Context, user...
    method ListSharedAgentsInOrganization (line 228) | func (s *agentShareService) ListSharedAgentsInOrganization(ctx context...
    method ListSharedAgentsInOrganizations (line 298) | func (s *agentShareService) ListSharedAgentsInOrganizations(ctx contex...
    method CountByOrganizations (line 368) | func (s *agentShareService) CountByOrganizations(ctx context.Context, ...
    method SetSharedAgentDisabledByMe (line 373) | func (s *agentShareService) SetSharedAgentDisabledByMe(ctx context.Con...
    method GetSharedAgentForUser (line 381) | func (s *agentShareService) GetSharedAgentForUser(ctx context.Context,...
    method UserCanAccessKBViaSomeSharedAgent (line 403) | func (s *agentShareService) UserCanAccessKBViaSomeSharedAgent(ctx cont...
    method GetShare (line 438) | func (s *agentShareService) GetShare(ctx context.Context, shareID stri...
    method GetShareByAgentAndOrg (line 450) | func (s *agentShareService) GetShareByAgentAndOrg(ctx context.Context,...
    method GetShareByAgentIDForUser (line 462) | func (s *agentShareService) GetShareByAgentIDForUser(ctx context.Conte...
  function NewAgentShareService (line 35) | func NewAgentShareService(

FILE: internal/application/service/chat_pipline/chat_completion.go
  type PluginChatCompletion (line 12) | type PluginChatCompletion struct
    method ActivationEvents (line 27) | func (p *PluginChatCompletion) ActivationEvents() []types.EventType {
    method OnEvent (line 33) | func (p *PluginChatCompletion) OnEvent(
  function NewPluginChatCompletion (line 18) | func NewPluginChatCompletion(eventManager *EventManager, modelService in...

FILE: internal/application/service/chat_pipline/chat_completion_stream.go
  type PluginChatCompletionStream (line 17) | type PluginChatCompletionStream struct
    method ActivationEvents (line 34) | func (p *PluginChatCompletionStream) ActivationEvents() []types.EventT...
    method OnEvent (line 40) | func (p *PluginChatCompletionStream) OnEvent(ctx context.Context,
  function NewPluginChatCompletionStream (line 23) | func NewPluginChatCompletionStream(eventManager *EventManager,

FILE: internal/application/service/chat_pipline/chat_pipline.go
  type Plugin (line 11) | type Plugin interface
  type EventManager (line 24) | type EventManager struct
    method Register (line 40) | func (e *EventManager) Register(plugin Plugin) {
    method buildHandler (line 54) | func (e *EventManager) buildHandler(plugins []Plugin) func(
    method Trigger (line 71) | func (e *EventManager) Trigger(ctx context.Context,
  function NewEventManager (line 32) | func NewEventManager() *EventManager {
  type PluginError (line 81) | type PluginError struct
    method clone (line 128) | func (p *PluginError) clone() *PluginError {
    method WithError (line 136) | func (p *PluginError) WithError(err error) *PluginError {

FILE: internal/application/service/chat_pipline/chat_pipline_test.go
  type testPlugin (line 12) | type testPlugin struct
    method OnEvent (line 19) | func (p *testPlugin) OnEvent(ctx context.Context,
    method ActivationEvents (line 31) | func (p *testPlugin) ActivationEvents() []types.EventType {
  function TestTrigger (line 35) | func TestTrigger(t *testing.T) {

FILE: internal/application/service/chat_pipline/common.go
  function pipelineInfo (line 15) | func pipelineInfo(ctx context.Context, stage, action string, fields map[...
  function pipelineWarn (line 20) | func pipelineWarn(ctx context.Context, stage, action string, fields map[...
  function pipelineError (line 25) | func pipelineError(ctx context.Context, stage, action string, fields map...
  function prepareChatModel (line 31) | func prepareChatModel(ctx context.Context, modelService interfaces.Model...
  function prepareMessagesWithHistory (line 55) | func prepareMessagesWithHistory(chatManage *types.ChatManage) []chat.Mes...
  function extractImageCaptions (line 83) | func extractImageCaptions(images types.MessageImages) string {
  function renderSystemPromptPlaceholders (line 97) | func renderSystemPromptPlaceholders(prompt string, language ...string) s...

FILE: internal/application/service/chat_pipline/data_analysis.go
  type PluginDataAnalysis (line 19) | type PluginDataAnalysis struct
    method ActivationEvents (line 46) | func (p *PluginDataAnalysis) ActivationEvents() []types.EventType {
    method OnEvent (line 50) | func (p *PluginDataAnalysis) OnEvent(
  function NewPluginDataAnalysis (line 27) | func NewPluginDataAnalysis(
  function isDataFile (line 150) | func isDataFile(filename string) bool {
  function filterOutTableChunks (line 156) | func filterOutTableChunks(results []*types.SearchResult) []*types.Search...

FILE: internal/application/service/chat_pipline/extract_entity.go
  type PluginExtractEntity (line 21) | type PluginExtractEntity struct
    method ActivationEvents (line 52) | func (p *PluginExtractEntity) ActivationEvents() []types.EventType {
    method OnEvent (line 58) | func (p *PluginExtractEntity) OnEvent(ctx context.Context,
  function NewPluginExtractEntity (line 31) | func NewPluginExtractEntity(
  type Extractor (line 156) | type Extractor struct
    method Extract (line 182) | func (e *Extractor) Extract(ctx context.Context, content string) (*typ...
    method RemoveUnknownRelation (line 204) | func (e *Extractor) RemoveUnknownRelation(ctx context.Context, graph *...
  function NewExtractor (line 164) | func NewExtractor(
  type QAPromptGenerator (line 222) | type QAPromptGenerator struct
    method System (line 244) | func (qa *QAPromptGenerator) System(ctx context.Context) string {
    method User (line 274) | func (qa *QAPromptGenerator) User(ctx context.Context, question string...
    method Render (line 283) | func (qa *QAPromptGenerator) Render(ctx context.Context, question stri...
  function NewQAPromptGenerator (line 232) | func NewQAPromptGenerator(formater *Formater, template *types.PromptTemp...
  type FormatType (line 297) | type FormatType
  constant FormatTypeJSON (line 301) | FormatTypeJSON FormatType = "json"
  constant FormatTypeYAML (line 303) | FormatTypeYAML FormatType = "yaml"
  constant _FENCE_START (line 307) | _FENCE_START   = "```"
  constant _LANGUAGE_TAG (line 308) | _LANGUAGE_TAG  = `(?P<lang>[A-Za-z0-9_+-]+)?`
  constant _FENCE_NEWLINE (line 309) | _FENCE_NEWLINE = `(?:\s*\n)?`
  constant _FENCE_BODY (line 310) | _FENCE_BODY    = `(?P<body>[\s\S]*?)`
  constant _FENCE_END (line 311) | _FENCE_END     = "```"
  type Formater (line 319) | type Formater struct
    method formatExtraction (line 344) | func (f *Formater) formatExtraction(nodes []*types.GraphNode, relation...
    method parseOutput (line 378) | func (f *Formater) parseOutput(ctx context.Context, text string) ([]ma...
    method ParseGraph (line 420) | func (f *Formater) ParseGraph(ctx context.Context, text string) (*type...
    method rebuildGraph (line 468) | func (f *Formater) rebuildGraph(ctx context.Context, graph *types.Grap...
    method extractContent (line 515) | func (f *Formater) extractContent(ctx context.Context, text string) st...
    method addFences (line 554) | func (f *Formater) addFences(content string) string {
    method isValidLanguageTag (line 559) | func (f *Formater) isValidLanguageTag(lang string, validTags map[Forma...
  function NewFormater (line 331) | func NewFormater() *Formater {

FILE: internal/application/service/chat_pipline/filter_top_k.go
  type PluginFilterTopK (line 10) | type PluginFilterTopK struct
    method ActivationEvents (line 20) | func (p *PluginFilterTopK) ActivationEvents() []types.EventType {
    method OnEvent (line 26) | func (p *PluginFilterTopK) OnEvent(ctx context.Context,
  function NewPluginFilterTopK (line 13) | func NewPluginFilterTopK(eventManager *EventManager) *PluginFilterTopK {

FILE: internal/application/service/chat_pipline/into_chat_message.go
  type PluginIntoChatMessage (line 15) | type PluginIntoChatMessage struct
    method ActivationEvents (line 25) | func (p *PluginIntoChatMessage) ActivationEvents() []types.EventType {
    method OnEvent (line 30) | func (p *PluginIntoChatMessage) OnEvent(ctx context.Context,
  function NewPluginIntoChatMessage (line 18) | func NewPluginIntoChatMessage(eventManager *EventManager) *PluginIntoCha...
  function getEnrichedPassageForChat (line 165) | func getEnrichedPassageForChat(ctx context.Context, result *types.Search...
  function enrichContentWithImageInfo (line 184) | func enrichContentWithImageInfo(ctx context.Context, content string, ima...

FILE: internal/application/service/chat_pipline/load_history.go
  type PluginLoadHistory (line 17) | type PluginLoadHistory struct
    method ActivationEvents (line 41) | func (p *PluginLoadHistory) ActivationEvents() []types.EventType {
    method OnEvent (line 47) | func (p *PluginLoadHistory) OnEvent(ctx context.Context,
  function NewPluginLoadHistory (line 27) | func NewPluginLoadHistory(eventManager *EventManager,

FILE: internal/application/service/chat_pipline/memory.go
  type MemoryPlugin (line 13) | type MemoryPlugin struct
    method ActivationEvents (line 25) | func (p *MemoryPlugin) ActivationEvents() []types.EventType {
    method OnEvent (line 32) | func (p *MemoryPlugin) OnEvent(
    method handleRetrieval (line 48) | func (p *MemoryPlugin) handleRetrieval(
    method handleStorage (line 86) | func (p *MemoryPlugin) handleStorage(
  function NewMemoryPlugin (line 17) | func NewMemoryPlugin(eventManager *EventManager, memoryService interface...

FILE: internal/application/service/chat_pipline/merge.go
  type PluginMerge (line 13) | type PluginMerge struct
    method ActivationEvents (line 29) | func (p *PluginMerge) ActivationEvents() []types.EventType {
    method OnEvent (line 43) | func (p *PluginMerge) OnEvent(ctx context.Context,
    method selectInputResults (line 93) | func (p *PluginMerge) selectInputResults(ctx context.Context, chatMana...
    method dedup (line 108) | func (p *PluginMerge) dedup(ctx context.Context, label string, results...
    method injectHistoryResults (line 122) | func (p *PluginMerge) injectHistoryResults(
    method groupAndMergeOverlapping (line 141) | func (p *PluginMerge) groupAndMergeOverlapping(ctx context.Context, re...
    method resolveParentChunks (line 193) | func (p *PluginMerge) resolveParentChunks(
    method collectParentImageInfo (line 282) | func (p *PluginMerge) collectParentImageInfo(
  function NewPluginMerge (line 19) | func NewPluginMerge(eventManager *EventManager, chunkRepo interfaces.Chu...

FILE: internal/application/service/chat_pipline/merge_expand.go
  method expandShortContextWithNeighbors (line 10) | func (p *PluginMerge) expandShortContextWithNeighbors(
  function runeLen (line 255) | func runeLen(s string) int {
  function mergeOrderedContent (line 260) | func mergeOrderedContent(prev, base, next string, maxLen int) string {
  function concatNoOverlap (line 276) | func concatNoOverlap(a, b string) string {
  function minInt (line 295) | func minInt(a, b int) int {
  function containsID (line 302) | func containsID(ids []string, target string) bool {
  method fetchChunksIfMissing (line 311) | func (p *PluginMerge) fetchChunksIfMissing(

FILE: internal/application/service/chat_pipline/merge_faq.go
  method populateFAQAnswers (line 11) | func (p *PluginMerge) populateFAQAnswers(
  function buildFAQAnswerContent (line 100) | func buildFAQAnswerContent(meta *types.FAQChunkMetadata) string {

FILE: internal/application/service/chat_pipline/merge_history.go
  function filterHistoryResults (line 17) | func filterHistoryResults(

FILE: internal/application/service/chat_pipline/merge_overlap.go
  method mergeOverlappingChunks (line 14) | func (p *PluginMerge) mergeOverlappingChunks(
  function mergeImageInfo (line 75) | func mergeImageInfo(ctx context.Context, target *types.SearchResult, sou...

FILE: internal/application/service/chat_pipline/query_expansion.go
  method runQueryExpansion (line 15) | func (p *PluginSearch) runQueryExpansion(ctx context.Context, chatManage...
  method expandQueries (line 104) | func (p *PluginSearch) expandQueries(ctx context.Context, chatManage *ty...
  function extractKeywords (line 183) | func extractKeywords(text string) []string {
  function extractPhrases (line 195) | func extractPhrases(text string) []string {
  function splitByDelimiters (line 208) | func splitByDelimiters(text string) []string {
  function removeQuestionWords (line 222) | func removeQuestionWords(text string) string {
  function tokenize (line 226) | func tokenize(text string) []string {

FILE: internal/application/service/chat_pipline/rerank.go
  type PluginRerank (line 18) | type PluginRerank struct
    method ActivationEvents (line 32) | func (p *PluginRerank) ActivationEvents() []types.EventType {
    method OnEvent (line 37) | func (p *PluginRerank) OnEvent(ctx context.Context,
    method rerank (line 197) | func (p *PluginRerank) rerank(ctx context.Context,
  function NewPluginRerank (line 23) | func NewPluginRerank(eventManager *EventManager, modelService interfaces...
  function ensureMetadata (line 274) | func ensureMetadata(m map[string]string) map[string]string {
  function safeTopScore (line 281) | func safeTopScore(results []rerank.RankResult) float64 {
  function compositeScore (line 289) | func compositeScore(sr *types.SearchResult, modelScore, baseScore float6...
  function applyMMR (line 313) | func applyMMR(
  function cleanPassageForRerank (line 446) | func cleanPassageForRerank(text string) string {
  function getEnrichedPassage (line 481) | func getEnrichedPassage(ctx context.Context, result *types.SearchResult)...
  function logRerankInputScoreSample (line 532) | func logRerankInputScoreSample(ctx context.Context, results []*types.Sea...

FILE: internal/application/service/chat_pipline/rerank_clean_test.go
  function TestCleanPassageForRerank (line 7) | func TestCleanPassageForRerank(t *testing.T) {

FILE: internal/application/service/chat_pipline/rewrite.go
  type PluginRewrite (line 24) | type PluginRewrite struct
    method ActivationEvents (line 61) | func (p *PluginRewrite) ActivationEvents() []types.EventType {
    method OnEvent (line 70) | func (p *PluginRewrite) OnEvent(ctx context.Context,
    method updateUserMessageImageCaption (line 212) | func (p *PluginRewrite) updateUserMessageImageCaption(ctx context.Cont...
    method loadHistory (line 241) | func (p *PluginRewrite) loadHistory(ctx context.Context, chatManage *t...
    method selectModel (line 304) | func (p *PluginRewrite) selectModel(ctx context.Context, chatManage *t...
    method buildPrompts (line 346) | func (p *PluginRewrite) buildPrompts(chatManage *types.ChatManage, his...
    method parseRewriteOutput (line 377) | func (p *PluginRewrite) parseRewriteOutput(chatManage *types.ChatManag...
  constant noSearchPrefix (line 35) | noSearchPrefix = "[NO_SEARCH]"
  type rewriteOutput (line 38) | type rewriteOutput struct
  function NewPluginRewrite (line 46) | func NewPluginRewrite(eventManager *EventManager,
  function parseStructuredRewriteOutput (line 408) | func parseStructuredRewriteOutput(raw string) (rewriteOutput, bool) {
  function parseStructuredRewriteOutputJSON (line 432) | func parseStructuredRewriteOutputJSON(content string) (rewriteOutput, bo...
  function firstStringField (line 462) | func firstStringField(obj map[string]json.RawMessage, keys ...string) st...
  function firstBoolField (line 477) | func firstBoolField(obj map[string]json.RawMessage, keys ...string) (boo...
  function parseBoolJSON (line 490) | func parseBoolJSON(raw json.RawMessage) (bool, bool) {
  function mergeImageDescAndOCR (line 514) | func mergeImageDescAndOCR(desc, ocr string) (string, bool) {
  function formatConversationHistory (line 531) | func formatConversationHistory(historyList []*types.History) string {

FILE: internal/application/service/chat_pipline/search.go
  type PluginSearch (line 17) | type PluginSearch struct
    method ActivationEvents (line 53) | func (p *PluginSearch) ActivationEvents() []types.EventType {
    method OnEvent (line 58) | func (p *PluginSearch) OnEvent(ctx context.Context,
    method searchByTargets (line 217) | func (p *PluginSearch) searchByTargets(
    method searchSingleTarget (line 365) | func (p *PluginSearch) searchSingleTarget(
    method tryDirectChunkLoading (line 436) | func (p *PluginSearch) tryDirectChunkLoading(ctx context.Context, tena...
    method searchWebIfEnabled (line 522) | func (p *PluginSearch) searchWebIfEnabled(ctx context.Context, chatMan...
  function NewPluginSearch (line 28) | func NewPluginSearch(eventManager *EventManager,
  function getSearchResultFromHistory (line 144) | func getSearchResultFromHistory(chatManage *types.ChatManage) []*types.S...
  function removeDuplicateResults (line 161) | func removeDuplicateResults(results []*types.SearchResult) []*types.Sear...
  function buildContentSignature (line 187) | func buildContentSignature(content string) string {
  function logSearchScoreSample (line 191) | func logSearchScoreSample(ctx context.Context, action string, results []...

FILE: internal/application/service/chat_pipline/search_entity.go
  type PluginSearchEntity (line 13) | type PluginSearchEntity struct
    method ActivationEvents (line 36) | func (p *PluginSearchEntity) ActivationEvents() []types.EventType {
    method OnEvent (line 41) | func (p *PluginSearchEntity) OnEvent(ctx context.Context,
  function NewPluginSearchEntity (line 20) | func NewPluginSearchEntity(
  function filterSeenChunk (line 184) | func filterSeenChunk(ctx context.Context, graph *types.GraphData, search...
  function chunk2SearchResult (line 206) | func chunk2SearchResult(chunk *types.Chunk, knowledge *types.Knowledge) ...

FILE: internal/application/service/chat_pipline/search_parallel.go
  type PluginSearchParallel (line 14) | type PluginSearchParallel struct
    method ActivationEvents (line 84) | func (p *PluginSearchParallel) ActivationEvents() []types.EventType {
    method OnEvent (line 89) | func (p *PluginSearchParallel) OnEvent(ctx context.Context,
  function NewPluginSearchParallel (line 34) | func NewPluginSearchParallel(

FILE: internal/application/service/chat_pipline/stream_filter.go
  type PluginStreamFilter (line 15) | type PluginStreamFilter struct
    method ActivationEvents (line 25) | func (p *PluginStreamFilter) ActivationEvents() []types.EventType {
    method OnEvent (line 30) | func (p *PluginStreamFilter) OnEvent(ctx context.Context,
    method filterEventsWithPrefix (line 67) | func (p *PluginStreamFilter) filterEventsWithPrefix(
  function NewPluginStreamFilter (line 18) | func NewPluginStreamFilter(eventManager *EventManager) *PluginStreamFilt...

FILE: internal/application/service/chat_pipline/tracing.go
  type PluginTracing (line 17) | type PluginTracing struct
    method ActivationEvents (line 27) | func (p *PluginTracing) ActivationEvents() []types.EventType {
    method OnEvent (line 52) | func (p *PluginTracing) OnEvent(ctx context.Context,
    method Search (line 79) | func (p *PluginTracing) Search(ctx context.Context,
    method Rerank (line 104) | func (p *PluginTracing) Rerank(ctx context.Context,
    method Merge (line 126) | func (p *PluginTracing) Merge(ctx context.Context,
    method IntoChatMessage (line 145) | func (p *PluginTracing) IntoChatMessage(ctx context.Context,
    method ChatCompletion (line 161) | func (p *PluginTracing) ChatCompletion(ctx context.Context,
    method ChatCompletionStream (line 183) | func (p *PluginTracing) ChatCompletionStream(ctx context.Context,
    method FilterTopK (line 232) | func (p *PluginTracing) FilterTopK(ctx context.Context,
    method RewriteQuery (line 252) | func (p *PluginTracing) RewriteQuery(ctx context.Context,
    method SearchParallel (line 268) | func (p *PluginTracing) SearchParallel(ctx context.Context,
  function NewPluginTracing (line 20) | func NewPluginTracing(eventManager *EventManager) *PluginTracing {

FILE: internal/application/service/chunk.go
  type chunkService (line 19) | type chunkService struct
    method GetRepository (line 53) | func (s *chunkService) GetRepository() interfaces.ChunkRepository {
    method CreateChunks (line 65) | func (s *chunkService

[
  {
    "path": ".env.example",
    "chars": 6160,
    "preview": "# 使用说明\n# 1. 复制此文件为 .env\n# 2. 替换所有占位符为实际值\n# 3. 确保 .env 文件不会被提交到版本控制系统 \n\n# ========== 镜像版本 ==========\n# WeKnora 镜像版本标签，可选值"
  },
  {
    "path": ".gitignore",
    "chars": 438,
    "preview": "# 忽略所有隐藏文件和目录\n.*\n# 但不忽略示例文件\n!.env.example\n!.gitignore\n\n# 敏感文件\n*.pem\n*_key\n*_secret\n*.key\n*.crt\n\n# IDE和编辑器文件\n*.swp\n*.swo\n"
  },
  {
    "path": "CHANGELOG.md",
    "chars": 37514,
    "preview": "# Changelog\n\nAll notable changes to this project will be documented in this file.\n\n## [0.3.4] - 2026-03-19\n\n### 🚀 New Fe"
  },
  {
    "path": "LICENSE",
    "chars": 158243,
    "preview": "Tencent is pleased to support the open source community by making this project available.\n\nCopyright (C) 2025 Tencent. A"
  },
  {
    "path": "Makefile",
    "chars": 7699,
    "preview": ".PHONY: help build run test clean docker-build-app docker-build-docreader docker-build-frontend docker-build-all docker-"
  },
  {
    "path": "README.md",
    "chars": 27156,
    "preview": "<p align=\"center\">\n  <picture>\n    <img src=\"./docs/images/logo.png\" alt=\"WeKnora Logo\" height=\"120\"/>\n  </picture>\n</p>"
  },
  {
    "path": "README_CN.md",
    "chars": 13067,
    "preview": "<p align=\"center\">\n  <picture>\n    <img src=\"./docs/images/logo.png\" alt=\"WeKnora Logo\" height=\"120\"/>\n  </picture>\n</p>"
  },
  {
    "path": "README_JA.md",
    "chars": 15490,
    "preview": "<p align=\"center\">\n  <picture>\n    <img src=\"./docs/images/logo.png\" alt=\"WeKnora Logo\" height=\"120\"/>\n  </picture>\n</p>"
  },
  {
    "path": "README_KO.md",
    "chars": 14201,
    "preview": "<p align=\"center\">\n  <picture>\n    <img src=\"./docs/images/logo.png\" alt=\"WeKnora Logo\" height=\"120\"/>\n  </picture>\n</p>"
  },
  {
    "path": "SECURITY.md",
    "chars": 1522,
    "preview": "# Security Policy\n\n## Reporting a Vulnerability\n\nThe WeKnora team takes security vulnerabilities seriously.  \nWe appreci"
  },
  {
    "path": "VERSION",
    "chars": 6,
    "preview": "0.3.4\n"
  },
  {
    "path": "client/README.md",
    "chars": 7898,
    "preview": "# WeKnora HTTP 客户端\n\n这个包提供了与WeKnora服务进行交互的客户端库，支持所有基于HTTP的接口调用，使其他模块更方便地集成WeKnora服务，无需直接编写HTTP请求代码。\n\n## 主要功能\n\n该客户端包含以下主要功"
  },
  {
    "path": "client/README_EN.md",
    "chars": 5089,
    "preview": "# WeKnora HTTP Client\n\nThis package provides a client library for interacting with WeKnora services, supporting all HTTP"
  },
  {
    "path": "client/agent.go",
    "chars": 6644,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Agent related interfaces are u"
  },
  {
    "path": "client/agent_manage.go",
    "chars": 7536,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Agent management interfaces ar"
  },
  {
    "path": "client/chunk.go",
    "chars": 8050,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// This package encapsulates CRUD ope"
  },
  {
    "path": "client/client.go",
    "chars": 2440,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// This package encapsulates CRUD ope"
  },
  {
    "path": "client/evaluation.go",
    "chars": 4924,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Evaluation related interfaces "
  },
  {
    "path": "client/example.go",
    "chars": 7657,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"os\"\n\t\"strings\"\n\t\"time\"\n)\n\n// ExampleUsage demonstrates the complete usage f"
  },
  {
    "path": "client/faq.go",
    "chars": 17903,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"io\"\n\t\"net/http\"\n\t\"net/url\"\n\t\"strconv\"\n\t\"time\"\n)\n\n// FAQEntry represents a F"
  },
  {
    "path": "client/go.mod",
    "chars": 52,
    "preview": "module github.com/Tencent/WeKnora/client\n\ngo 1.24.2\n"
  },
  {
    "path": "client/go.sum",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "client/initialization.go",
    "chars": 8290,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"net/http\"\n\t\"time\"\n)\n\n// InitializationConfig represents th"
  },
  {
    "path": "client/knowledge.go",
    "chars": 20242,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Knowledge related interfaces a"
  },
  {
    "path": "client/knowledgebase.go",
    "chars": 13432,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The KnowledgeBase related interfac"
  },
  {
    "path": "client/mcp_service.go",
    "chars": 6543,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"net/http\"\n)\n\n// MCPTransportType represents the transport "
  },
  {
    "path": "client/message.go",
    "chars": 6690,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Message related interfaces are"
  },
  {
    "path": "client/model.go",
    "chars": 5443,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Model related interfaces are u"
  },
  {
    "path": "client/organization.go",
    "chars": 22985,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net/http\"\n\t\"net/url\"\n\t\"time\"\n)\n\n// Organization represents a collaboration "
  },
  {
    "path": "client/session.go",
    "chars": 15938,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Session related interfaces are"
  },
  {
    "path": "client/skill.go",
    "chars": 853,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"net/http\"\n)\n\n// SkillInfo represents skill metadata\ntype SkillInfo struct {\n\tName "
  },
  {
    "path": "client/system.go",
    "chars": 5692,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// SystemInfo represents system version and configur"
  },
  {
    "path": "client/tag.go",
    "chars": 5341,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net/http\"\n\t\"net/url\"\n\t\"strconv\"\n\t\"time\"\n)\n\n// Tag represents a knowledge ba"
  },
  {
    "path": "client/tenant.go",
    "chars": 7169,
    "preview": "// Package client provides the implementation for interacting with the WeKnora API\n// The Tenant related interfaces are "
  },
  {
    "path": "client/web_search.go",
    "chars": 822,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// WebSearchProvider represents a web search provide"
  },
  {
    "path": "cmd/download/duckdb/duckdb.go",
    "chars": 623,
    "preview": "package main\n\nimport (\n\t\"context\"\n\t\"database/sql\"\n\n\t_ \"github.com/duckdb/duckdb-go/v2\"\n)\n\nfunc downloadSpatial() {\n\tctx "
  },
  {
    "path": "config/builtin_agents.yaml",
    "chars": 4242,
    "preview": "# Built-in Agent Configuration with i18n support\n# Each agent has localized name, description, avatar, and config overri"
  },
  {
    "path": "config/config.yaml",
    "chars": 6219,
    "preview": "# Server configuration\nserver:\n  port: 8080\n  host: \"0.0.0.0\"\n\n# Conversation service configuration\n# NOTE: Prompt conte"
  },
  {
    "path": "config/prompt_templates/agent_system_prompt.yaml",
    "chars": 14423,
    "preview": "# Agent system prompt templates\n# These are the default system prompts for Agent mode (ReAct workflow)\ntemplates:\n  - id"
  },
  {
    "path": "config/prompt_templates/context_template.yaml",
    "chars": 3657,
    "preview": "# Context templates\ntemplates:\n  - id: \"default_context\"\n    name: \"Standard Template\"\n    description: \"Standard contex"
  },
  {
    "path": "config/prompt_templates/fallback.yaml",
    "chars": 4821,
    "preview": "# Fallback templates\n# Contains both fixed-response templates and model-fallback prompt templates.\n# Fixed responses: us"
  },
  {
    "path": "config/prompt_templates/generate_questions.yaml",
    "chars": 1797,
    "preview": "# Generate questions prompt templates\n# Used to generate questions for document chunks to improve recall\ntemplates:\n  - "
  },
  {
    "path": "config/prompt_templates/generate_session_title.yaml",
    "chars": 505,
    "preview": "# Generate session title prompt templates\ntemplates:\n  - id: \"default_session_title\"\n    name: \"Standard Title\"\n    desc"
  },
  {
    "path": "config/prompt_templates/generate_summary.yaml",
    "chars": 1631,
    "preview": "# Generate document summary prompt templates\ntemplates:\n  - id: \"default_summary\"\n    name: \"Standard Summary\"\n    descr"
  },
  {
    "path": "config/prompt_templates/graph_extraction.yaml",
    "chars": 11390,
    "preview": "# Graph extraction prompt templates\n# Used for knowledge graph entity and relationship extraction\ntemplates:\n  - id: \"de"
  },
  {
    "path": "config/prompt_templates/keywords_extraction.yaml",
    "chars": 1916,
    "preview": "# Keywords extraction prompt templates\ntemplates:\n  - id: \"default_keywords_extraction\"\n    name: \"Standard Keywords Ext"
  },
  {
    "path": "config/prompt_templates/rewrite.yaml",
    "chars": 6394,
    "preview": "# Rewrite prompt templates\n# Each template contains both system (content) and user prompt parts.\n# content = system prom"
  },
  {
    "path": "config/prompt_templates/system_prompt.yaml",
    "chars": 7838,
    "preview": "# System prompt templates\ntemplates:\n  - id: \"default_kb\"\n    name: \"Knowledge Base Q&A\"\n    description: \"Standard temp"
  },
  {
    "path": "dataset/README",
    "chars": 6997,
    "preview": "# QA Dataset Sampling Tool\n\nA comprehensive tool for sampling QA datasets and generating answers using OpenAI's GPT mode"
  },
  {
    "path": "dataset/README_zh.md",
    "chars": 4834,
    "preview": "# QA数据集采样工具\n\n一个全面的QA数据集采样工具，使用OpenAI的GPT模型生成答案。该工具帮助您从大规模数据集（如MS MARCO）创建高质量的问答数据集。\n\n## 功能特性\n\n- **智能采样**：智能地从大型数据集中采样查询、"
  },
  {
    "path": "dataset/qa_dataset.py",
    "chars": 12527,
    "preview": "\"\"\"\nQA Dataset Sampling Tool\n\n```\npip install pandas pyarrow\npip install openai\n```\n\n# 采样数据\npython dataset/qa_dataset.py"
  },
  {
    "path": "docker/Dockerfile.app",
    "chars": 3415,
    "preview": "# Build stage\nFROM golang:1.24-bookworm AS builder\n\nWORKDIR /app\n\n# 通过构建参数接收敏感信息\nARG GOPRIVATE_ARG\nARG GOPROXY_ARG\nARG G"
  },
  {
    "path": "docker/Dockerfile.docreader",
    "chars": 3873,
    "preview": "# =========================\n# 构建阶段（轻量化：仅文档解析 + 图片提取，无 OCR/VLM）\n# =========================\nFROM python:3.10.18-bookworm "
  },
  {
    "path": "docker/Dockerfile.sandbox",
    "chars": 1107,
    "preview": "# WeKnora Sandbox Image\n# Pre-built environment for executing agent skill scripts in Docker sandbox\n# Multi-stage build,"
  },
  {
    "path": "docker/config/supervisord.conf",
    "chars": 640,
    "preview": "[supervisord]\nnodaemon=true\nlogfile=/var/log/supervisord.log\nlogfile_maxbytes=50MB\nlogfile_backups=10\nloglevel=info\npidf"
  },
  {
    "path": "docker-compose.dev.yml",
    "chars": 5054,
    "preview": "# 开发环境配置 - 只启动基础设施服务，app 和 frontend 在本地运行\nservices:\n  # 只启动依赖的基础设施服务\n  postgres:\n    image: paradedb/paradedb:v0.21.4-pg"
  },
  {
    "path": "docker-compose.yml",
    "chars": 10984,
    "preview": "services:\n  frontend:\n    image: wechatopenai/weknora-ui:${WEKNORA_VERSION:-latest}\n    build:\n      context: ./frontend"
  },
  {
    "path": "docreader/Makefile",
    "chars": 442,
    "preview": ".PHONY: proto build run docker-build docker-run clean\n\n# 生成 protobuf 代码\nproto:\n\t@echo \"Generating protobuf code...\"\n\t@sh"
  },
  {
    "path": "docreader/README.md",
    "chars": 4413,
    "preview": "# DocReader Service\n\nDocReader 是 WeKnora 项目中负责文档解析和处理的 gRPC 服务。它支持多种文档格式的读取、OCR 识别、多模态处理等功能。\n\n## Docker Compose 环境变量配置\n\n"
  },
  {
    "path": "docreader/client/client.go",
    "chars": 2582,
    "preview": "package client\n\nimport (\n\t\"fmt\"\n\t\"log\"\n\t\"os\"\n\t\"strconv\"\n\t\"time\"\n\n\t\"github.com/Tencent/WeKnora/docreader/proto\"\n\t\"google."
  },
  {
    "path": "docreader/client/client_test.go",
    "chars": 1945,
    "preview": "package client\n\nimport (\n\t\"context\"\n\t\"log\"\n\t\"os\"\n\t\"testing\"\n\t\"time\"\n\n\t\"github.com/Tencent/WeKnora/docreader/proto\"\n)\n\nfu"
  },
  {
    "path": "docreader/config.py",
    "chars": 3291,
    "preview": "import logging\nimport os\nfrom dataclasses import dataclass\nfrom typing import Any, Dict, Iterable, Optional, Tuple\n\nlogg"
  },
  {
    "path": "docreader/main.py",
    "chars": 7153,
    "preview": "import logging\nimport os\nimport re\nimport sys\nimport traceback\nimport uuid\nfrom concurrent import futures\nfrom typing im"
  },
  {
    "path": "docreader/models/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "docreader/models/document.py",
    "chars": 2567,
    "preview": "\"\"\"Chunk document schema.\"\"\"\n\nimport json\nfrom typing import Any, Dict, List\n\nfrom pydantic import BaseModel, Field\n\n\ncl"
  },
  {
    "path": "docreader/models/read_config.py",
    "chars": 493,
    "preview": "from dataclasses import dataclass\n\n\n@dataclass\nclass ChunkingConfig:\n    \"\"\"Legacy config kept for backward compatibilit"
  },
  {
    "path": "docreader/ocr/__init__.py",
    "chars": 1074,
    "preview": "import logging\nimport threading\nfrom typing import Dict\n\nfrom docreader.ocr.base import DummyOCRBackend, OCRBackend\nfrom"
  },
  {
    "path": "docreader/ocr/base.py",
    "chars": 696,
    "preview": "import logging\nfrom abc import ABC, abstractmethod\nfrom typing import Union\n\nfrom PIL import Image\n\nlogger = logging.get"
  },
  {
    "path": "docreader/ocr/paddle.py",
    "chars": 6458,
    "preview": "import io\nimport logging\nimport os\nimport platform\nimport subprocess\nfrom typing import Union\n\nimport numpy as np\nfrom P"
  },
  {
    "path": "docreader/ocr/vlm.py",
    "chars": 2738,
    "preview": "import logging\nfrom typing import Union\n\nfrom openai import OpenAI\nfrom PIL import Image\n\nfrom docreader.config import C"
  },
  {
    "path": "docreader/parser/__init__.py",
    "chars": 972,
    "preview": "\"\"\"\nParser module for WeKnora document processing system.\n\nThis module provides document parsers for various file format"
  },
  {
    "path": "docreader/parser/base_parser.py",
    "chars": 1747,
    "preview": "# -*- coding: utf-8 -*-\nimport logging\nimport os\nfrom abc import ABC, abstractmethod\nfrom typing import Optional\n\nfrom d"
  },
  {
    "path": "docreader/parser/chain_parser.py",
    "chars": 6793,
    "preview": "\"\"\"\nChain Parser Module\n\nThis module provides two chain-of-responsibility pattern implementations for document parsing:\n"
  },
  {
    "path": "docreader/parser/doc_parser.py",
    "chars": 11876,
    "preview": "import logging\nimport os\nimport subprocess\nfrom typing import List, Optional\n\nimport textract\n\nfrom docreader.config imp"
  },
  {
    "path": "docreader/parser/docx2_parser.py",
    "chars": 849,
    "preview": "import logging\n\nfrom docreader.parser.chain_parser import FirstParser\nfrom docreader.parser.docx_parser import DocxParse"
  },
  {
    "path": "docreader/parser/docx_parser.py",
    "chars": 55674,
    "preview": "import logging\nimport os\nimport re\nimport tempfile\nimport threading\nimport time\nimport traceback\nfrom concurrent.futures"
  },
  {
    "path": "docreader/parser/excel_parser.py",
    "chars": 4248,
    "preview": "\"\"\"\nExcel Parser Module\n\nThis module provides functionality to parse Excel files (.xlsx, .xls) into\nstructured Document "
  },
  {
    "path": "docreader/parser/image_parser.py",
    "chars": 884,
    "preview": "import base64\nimport logging\nimport os\n\nfrom docreader.models.document import Document\nfrom docreader.parser.base_parser"
  },
  {
    "path": "docreader/parser/markdown_parser.py",
    "chars": 14051,
    "preview": "\"\"\"\nMarkdown Parser Module\n\nThis module provides comprehensive Markdown parsing functionality including:\n- Table formatt"
  },
  {
    "path": "docreader/parser/markitdown_parser.py",
    "chars": 1401,
    "preview": "import io\nimport logging\n\nfrom markitdown import MarkItDown\n\nfrom docreader.models.document import Document\nfrom docread"
  },
  {
    "path": "docreader/parser/parser.py",
    "chars": 2483,
    "preview": "import logging\nfrom typing import Any, Optional\n\nfrom docreader.models.document import Document\nfrom docreader.parser.re"
  },
  {
    "path": "docreader/parser/pdf_parser.py",
    "chars": 576,
    "preview": "from docreader.parser.chain_parser import FirstParser\nfrom docreader.parser.markitdown_parser import MarkitdownParser\n\n\n"
  },
  {
    "path": "docreader/parser/registry.py",
    "chars": 5543,
    "preview": "import logging\nfrom typing import Any, Callable, Dict, List, Optional, Tuple, Type\n\nfrom docreader.parser.base_parser im"
  },
  {
    "path": "docreader/parser/storage.py",
    "chars": 12114,
    "preview": "# -*- coding: utf-8 -*-\nimport io\nimport logging\nimport os\nimport traceback\nimport uuid\nfrom abc import ABC, abstractmet"
  },
  {
    "path": "docreader/parser/web_parser.py",
    "chars": 4992,
    "preview": "import asyncio\nimport logging\n\nfrom playwright.async_api import async_playwright\nfrom trafilatura import extract\n\nfrom d"
  },
  {
    "path": "docreader/proto/docreader.pb.go",
    "chars": 19476,
    "preview": "// Code generated by protoc-gen-go. DO NOT EDIT.\n// versions:\n// \tprotoc-gen-go v1.36.6\n// \tprotoc        v6.33.4\n// sou"
  },
  {
    "path": "docreader/proto/docreader.proto",
    "chars": 1491,
    "preview": "syntax = \"proto3\";\n\npackage docreader;\n\noption go_package = \"github.com/Tencent/WeKnora/internal/docreader/proto\";\n\nserv"
  },
  {
    "path": "docreader/proto/docreader_grpc.pb.go",
    "chars": 5830,
    "preview": "// Code generated by protoc-gen-go-grpc. DO NOT EDIT.\n// versions:\n// - protoc-gen-go-grpc v1.5.1\n// - protoc           "
  },
  {
    "path": "docreader/proto/docreader_pb2.py",
    "chars": 5041,
    "preview": "# -*- coding: utf-8 -*-\n# Generated by the protocol buffer compiler.  DO NOT EDIT!\n# NO CHECKED-IN PROTOBUF GENCODE\n# so"
  },
  {
    "path": "docreader/proto/docreader_pb2.pyi",
    "chars": 5262,
    "preview": "from google.protobuf.internal import containers as _containers\nfrom google.protobuf import descriptor as _descriptor\nfro"
  },
  {
    "path": "docreader/proto/docreader_pb2_grpc.py",
    "chars": 5095,
    "preview": "# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!\n\"\"\"Client and server classes corresponding to prot"
  },
  {
    "path": "docreader/pyproject.toml",
    "chars": 930,
    "preview": "[project]\nname = \"docreader\"\nversion = \"0.1.0\"\ndescription = \"Add your description here\"\nreadme = \"README.md\"\nrequires-p"
  },
  {
    "path": "docreader/scripts/download_deps.py",
    "chars": 2150,
    "preview": "#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\nimport sys\nimport os\nimport logging\nfrom paddleocr import PaddleOCR\n\n# 添加"
  },
  {
    "path": "docreader/scripts/generate_proto.sh",
    "chars": 1039,
    "preview": "#!/bin/bash\nset -ex\n\n# 设置目录\nPROTO_DIR=\"docreader/proto\"\nPYTHON_OUT=\"docreader/proto\"\nGO_OUT=\"docreader/proto\"\n\n# 生成Pytho"
  },
  {
    "path": "docreader/splitter/header_hook.py",
    "chars": 3692,
    "preview": "import re\nfrom typing import Callable, Dict, List, Match, Pattern, Union\n\nfrom pydantic import BaseModel, Field\n\n\nclass "
  },
  {
    "path": "docreader/splitter/splitter.py",
    "chars": 22804,
    "preview": "\"\"\"Token splitter.\n\nThis module provides text splitting functionality with support for:\n- Configurable chunk size and ov"
  },
  {
    "path": "docreader/testdata/test.html",
    "chars": 1157,
    "preview": "<!DOCTYPE html>\n<html lang=\"zh-CN\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-wi"
  },
  {
    "path": "docreader/testdata/test.md",
    "chars": 438,
    "preview": "# 测试 Markdown 文档\n\n这是一个测试 Markdown 文档，用于测试 Markdown 解析功能。\n\n## 包含图片\n\n![测试图片](https://geektutu.com/post/quick-go-protobuf/g"
  },
  {
    "path": "docreader/testdata/test.txt",
    "chars": 138,
    "preview": "这是一个测试文档\n包含多行内容\n用于测试文档解析功能\n\n这个文档包含以下内容：\n1. 基本文本内容\n2. 多行段落\n3. 列表项\n\n测试分块功能：\n- 第一块内容\n- 第二块内容\n- 第三块内容\n\n测试重叠功能：\n这部分内容可能会在分块时与"
  },
  {
    "path": "docreader/testdata/test_download.txt",
    "chars": 145,
    "preview": "这是一个测试文档\n包含多行内容\n用于测试文档解析功能\n\n这个文档包含以下内容：\n1. 基本文本内容\n2. 多行段落\n3. 列表项\n\n测试分块功能：\n- 第一块内容\n- 第二块内容\n- 第三块内容\n\n测试重叠功能：\n这部分内容可能会在分块时与"
  },
  {
    "path": "docreader/utils/__init__.py",
    "chars": 2501,
    "preview": "#\n#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.\n#\n#  Licensed under the Apache License, Version 2.0 (th"
  },
  {
    "path": "docreader/utils/endecode.py",
    "chars": 6944,
    "preview": "\"\"\"\nEncoding and Decoding Utilities Module\n\nThis module provides utilities for encoding and decoding various data types,"
  },
  {
    "path": "docreader/utils/request.py",
    "chars": 4727,
    "preview": "import contextlib\nimport logging\nimport time\nimport uuid\nfrom contextvars import ContextVar\nfrom logging import LogRecor"
  },
  {
    "path": "docreader/utils/split.py",
    "chars": 2795,
    "preview": "import re\nfrom typing import Callable, List\n\n\ndef split_text_keep_separator(text: str, separator: str) -> List[str]:\n   "
  },
  {
    "path": "docreader/utils/tempfile.py",
    "chars": 2385,
    "preview": "import logging\nimport os\nimport tempfile\n\nlogger = logging.getLogger(__name__)\n\n\nclass TempFileContext:\n    def __init__"
  },
  {
    "path": "docs/BUILTIN_MCP_SERVICES.md",
    "chars": 3538,
    "preview": "# 内置 MCP 服务管理指南\n\n## 概述\n\n内置 MCP 服务是系统级别的 MCP（Model Context Protocol）服务配置，对所有租户可见，但敏感信息会被隐藏，且不可编辑或删除。内置 MCP 服务通常用于提供系统默认的外"
  },
  {
    "path": "docs/BUILTIN_MODELS.md",
    "chars": 3872,
    "preview": "# 内置模型管理指南\n\n## 概述\n\n内置模型是系统级别的模型配置，对所有租户可见，但敏感信息会被隐藏，且不可编辑或删除。内置模型通常用于提供系统默认的模型配置，确保所有租户都能使用统一的模型服务。\n\n## 内置模型特性\n\n- **所有租户"
  },
  {
    "path": "docs/IM集成开发文档.md",
    "chars": 30992,
    "preview": "# IM 集成开发文档\n\nWeKnora 的 IM 集成模块将企业即时通讯平台（企业微信、飞书、Slack）接入 WeKnora 知识问答管道，支持在 IM 中直接向 AI 提问并获得实时流式回答。\n\nIM 渠道绑定到 Agent，一个 A"
  },
  {
    "path": "docs/KnowledgeGraph.md",
    "chars": 478,
    "preview": "# WeKnora 知识图谱\n\n## 快速开始\n\n- .env 配置相关环境变量\n    - 启用 Neo4j: `NEO4J_ENABLE=true`\n    - Neo4j URI: `NEO4J_URI=bolt://neo4j:76"
  },
  {
    "path": "docs/MCP功能使用说明.md",
    "chars": 1138,
    "preview": "## MCP 功能使用说明\n\n### 功能概述\n- MCP（Model Context Protocol）让 WeKnora 可以安全地连接外部工具或数据源，扩展 Agent 在推理时可调用的能力。\n- 在前端 `设置 > MCP 服务`（"
  },
  {
    "path": "docs/QA.md",
    "chars": 3293,
    "preview": "# 常见问题\n\n## 1. 如何查看日志？\n```bash\ndocker compose logs -f app docreader postgres\n```\n\n## 2. 如何启动和停止服务？\n```bash\n# 启动服务\n./scrip"
  },
  {
    "path": "docs/ROADMAP.md",
    "chars": 981,
    "preview": "# WeKnora Roadmap\n\n本文档描述 WeKnora 的产品规划与计划方向，会随项目进展持续更新。\n\n## 轻量化部署\n- [ ] WeKnora 官方提供原子化调用接口（Embedding、ReRank、LLM、文档解析等），"
  },
  {
    "path": "docs/WeKnora.md",
    "chars": 13225,
    "preview": "## 介绍\nWeKora 是一个可立即在生产环境投入的企业级RAG框架，实现智能文档理解和检索功能。该系统采用模块化设计，将文档理解、向量存储、推理文件等功能分离。\n\n![arc](./images/arc.png)\n\n---\n\n## Pi"
  },
  {
    "path": "docs/agent-skills.md",
    "chars": 13030,
    "preview": "# Agent Skills 文档\n\n## 概述\n\nAgent Skills 是一种让 Agent 通过阅读\"使用说明书\"来学习新能力的扩展机制。与传统的硬编码工具不同，Skills 通过注入到 System Prompt 来扩展 Agen"
  },
  {
    "path": "docs/api/README.md",
    "chars": 1876,
    "preview": "# WeKnora API 文档\n\n## 目录\n\n- [概述](#概述)\n- [基础信息](#基础信息)\n- [认证机制](#认证机制)\n- [错误处理](#错误处理)\n- [API 概览](#api-概览)\n\n## 概述\n\nWeKnora"
  },
  {
    "path": "docs/api/agent.md",
    "chars": 12430,
    "preview": "# 智能体（Agent）管理 API\n\n[返回目录](./README.md)\n\n## 概述\n\n智能体 API 用于管理自定义智能体（Custom Agent）。系统提供了内置智能体，同时支持用户创建自定义智能体来满足不同的业务场景需求。\n"
  },
  {
    "path": "docs/api/chat.md",
    "chars": 4738,
    "preview": "# 聊天功能 API\n\n[返回目录](./README.md)\n\n| 方法 | 路径                          | 描述                     |\n| ---- | ----------------"
  },
  {
    "path": "docs/api/chunk.md",
    "chars": 5686,
    "preview": "# 分块管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                        | 描述                     |\n| ------ | --------------"
  },
  {
    "path": "docs/api/evaluation.md",
    "chars": 4529,
    "preview": "# 评估功能 API\n\n[返回目录](./README.md)\n\n| 方法 | 路径          | 描述                  |\n| ---- | ------------- | -------------------"
  },
  {
    "path": "docs/api/faq.md",
    "chars": 12791,
    "preview": "# FAQ管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                                        | 描述                     |\n| ------"
  },
  {
    "path": "docs/api/initialization.md",
    "chars": 8677,
    "preview": "# 初始化配置 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                                              | 描述                       |\n"
  },
  {
    "path": "docs/api/knowledge-base.md",
    "chars": 12887,
    "preview": "# 知识库管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                                 | 描述                     |\n| ------ | ----"
  },
  {
    "path": "docs/api/knowledge-search.md",
    "chars": 1814,
    "preview": "# 知识搜索 API\n\n[返回目录](./README.md)\n\n| 方法 | 路径               | 描述     |\n| ---- | ------------------ | -------- |\n| POST | `/"
  },
  {
    "path": "docs/api/knowledge.md",
    "chars": 17873,
    "preview": "# 知识管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                                  | 描述                     |\n| ------ | ----"
  },
  {
    "path": "docs/api/mcp-service.md",
    "chars": 9626,
    "preview": "# MCP Service API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                              | 描述                   |\n| ------ | ---"
  },
  {
    "path": "docs/api/message.md",
    "chars": 8664,
    "preview": "# 消息管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                         | 描述                     |\n| ------ | -------------"
  },
  {
    "path": "docs/api/model.md",
    "chars": 14785,
    "preview": "# 模型管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                    | 描述                  |\n| ------ | ---------------------"
  },
  {
    "path": "docs/api/organization.md",
    "chars": 21688,
    "preview": "# 组织管理 API\n\n[返回目录](./README.md)\n\n## 组织 CRUD\n\n| 方法   | 路径                      | 描述             |\n| ------ | ------------"
  },
  {
    "path": "docs/api/session.md",
    "chars": 11629,
    "preview": "# 会话管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                                    | 描述                  |\n| ------ | -----"
  },
  {
    "path": "docs/api/skill.md",
    "chars": 896,
    "preview": "# Skills API\n\n[返回目录](./README.md)\n\n| 方法 | 路径      | 描述               |\n| ---- | --------- | ------------------ |\n| GET  "
  },
  {
    "path": "docs/api/system.md",
    "chars": 4699,
    "preview": "# 系统管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                              | 描述                   |\n| ------ | ----------"
  },
  {
    "path": "docs/api/tag.md",
    "chars": 3695,
    "preview": "# 标签管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径                                  | 描述                     |\n| ------ | ----"
  },
  {
    "path": "docs/api/tenant.md",
    "chars": 9605,
    "preview": "# 租户管理 API\n\n[返回目录](./README.md)\n\n| 方法   | 路径           | 描述                  |\n| ------ | -------------- | -------------"
  },
  {
    "path": "docs/api/web-search.md",
    "chars": 1012,
    "preview": "# Web Search API\n\n[返回目录](./README.md)\n\n| 方法 | 路径                     | 描述                   |\n| ---- | -----------------"
  },
  {
    "path": "docs/docs.go",
    "chars": 369300,
    "preview": "// Package docs Code generated by swaggo/swag. DO NOT EDIT\npackage docs\n\nimport \"github.com/swaggo/swag\"\n\nconst docTempl"
  },
  {
    "path": "docs/swagger.json",
    "chars": 368617,
    "preview": "{\n    \"swagger\": \"2.0\",\n    \"info\": {\n        \"description\": \"WeKnora 知识库管理系统 API 文档\",\n        \"title\": \"WeKnora API\",\n "
  },
  {
    "path": "docs/swagger.yaml",
    "chars": 180977,
    "preview": "basePath: /api/v1\ndefinitions:\n  github_com_Tencent_WeKnora_internal_errors.AppError:\n    properties:\n      code:\n      "
  },
  {
    "path": "docs/使用其他向量数据库.md",
    "chars": 5279,
    "preview": "### 如何集成新的向量数据库\n\n本文提供了向 WeKnora 项目添加新向量数据库支持的完整指南。通过实现标准化接口和遵循结构化流程，开发者可以高效地集成自定义向量数据库。\n\n### 集成流程\n\n#### 1. 实现基础检索引擎接口\n\n首"
  },
  {
    "path": "docs/共享空间说明.md",
    "chars": 4073,
    "preview": "# 共享空间说明文档\n\n本文档说明 WeKnora 中的**共享空间**功能，包括空间创建与加入、成员角色与权限、知识库与智能体共享规则、智能体停用机制，以及用户对知识库的最终访问权限计算方式。\n\n---\n\n## 一、共享空间概述\n\n###"
  },
  {
    "path": "docs/开发指南.md",
    "chars": 4282,
    "preview": "# WeKnora 开发指南\n\n## 快速开发模式（推荐）\n\n如果你需要频繁修改 `app` 或 `frontend` 代码，**不需要每次都重新构建 Docker 镜像**，可以使用本地开发模式。\n\n### 方式一：使用 Make 命令（"
  },
  {
    "path": "docs/开启知识图谱功能.md",
    "chars": 1507,
    "preview": "# 开启知识图谱功能指南\n\n本文档介绍如何在 WeKnora 中启用并验证知识图谱（Neo4j）功能，帮助你完成从环境准备到前端配置的全流程。\n\n## 前置条件\n\n- 已完成 WeKnora 后端与前端的基础部署。\n- 具备可用的 Dock"
  },
  {
    "path": "docs/快速开发模式说明.md",
    "chars": 2869,
    "preview": "# 快速开发模式说明\n\n解决开发流程中，每次修改 `app`（后端）或 `frontend`（前端）代码后，都需要打包Docker镜像的问题，实现这两个模块的热更新\n\n\n## 🚀 使用方法\n\n### 方式 1：使用 Make 命令（推荐）\n"
  },
  {
    "path": "examples/skills/README.md",
    "chars": 1321,
    "preview": "# Skills 示例\n\n本目录包含 Agent Skills 功能的示例。\n\n## 目录结构\n\n```\nskills/\n├── README.md              # 本文件\n└── pdf-processing/       "
  },
  {
    "path": "examples/skills/pdf-processing/FORMS.md",
    "chars": 882,
    "preview": "# PDF Form Filling Guide\n\nThis guide covers how to fill PDF forms programmatically.\n\n## Prerequisites\n\nInstall required "
  },
  {
    "path": "examples/skills/pdf-processing/SKILL.md",
    "chars": 1113,
    "preview": "---\nname: pdf-processing\ndescription: Extract text and tables from PDF files, fill forms, merge documents. Use when work"
  },
  {
    "path": "examples/skills/pdf-processing/scripts/analyze_form.py",
    "chars": 1349,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nAnalyze PDF form fields and output their structure.\nUsage: python analyze_form.py <pdf_file>\n"
  },
  {
    "path": "examples/skills/pdf-processing/scripts/extract_text.py",
    "chars": 1265,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nExtract text from PDF files.\nUsage: python extract_text.py <pdf_file> [--page N]\n\"\"\"\n\nimport "
  },
  {
    "path": "frontend/.gitignore",
    "chars": 317,
    "preview": "# Logs\nlogs\n*.log\nnpm-debug.log*\nyarn-debug.log*\nyarn-error.log*\npnpm-debug.log*\nlerna-debug.log*\n\nnode_modules\n.DS_Stor"
  },
  {
    "path": "frontend/Dockerfile",
    "chars": 718,
    "preview": "# 构建阶段\nFROM node:24-alpine AS build-stage\n\nWORKDIR /app\n\n# 设置环境变量，忽略类型检查错误\nENV NODE_OPTIONS=\"--max-old-space-size=4096\"\n"
  },
  {
    "path": "frontend/docker-entrypoint.sh",
    "chars": 505,
    "preview": "#!/bin/sh\n\n# 生成运行时配置文件，注入环境变量到前端\ncat > /usr/share/nginx/html/config.js << EOF\nwindow.__RUNTIME_CONFIG__ = {\n  MAX_FILE_S"
  },
  {
    "path": "frontend/env.d.ts",
    "chars": 304,
    "preview": "/// <reference types=\"vite/client\" />\n// 配置这个文件是 解决错误：找不到模块“@/views/login/index.vue”或其相应的类型声明。ts(2307)\n// 这段代码告诉 TypeScr"
  },
  {
    "path": "frontend/index.html",
    "chars": 1014,
    "preview": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <title>WeKnora</title>\n    <meta charset=\"utf-8\">\n    <meta name=\"viewport\" "
  },
  {
    "path": "frontend/nginx.conf",
    "chars": 2301,
    "preview": "server {\n    listen 80;\n    server_name localhost;\n    # Default 50M, configured via MAX_FILE_SIZE_MB env var\n    client"
  },
  {
    "path": "frontend/package.json",
    "chars": 1627,
    "preview": "{\n  \"name\": \"knowledage-base\",\n  \"version\": \"0.3.4\",\n  \"private\": true,\n  \"type\": \"module\",\n  \"scripts\": {\n    \"dev\": \"v"
  },
  {
    "path": "frontend/public/config.js",
    "chars": 102,
    "preview": "// 运行时配置（本地开发默认值，Docker 环境会被 entrypoint 脚本覆盖）\nwindow.__RUNTIME_CONFIG__ = {\n  MAX_FILE_SIZE_MB: 50\n};\n"
  },
  {
    "path": "frontend/src/App.vue",
    "chars": 1282,
    "preview": "<script setup lang=\"ts\">\nimport { computed } from 'vue'\nimport { useI18n } from 'vue-i18n'\nimport ManualKnowledgeEditor "
  },
  {
    "path": "frontend/src/api/agent/index.ts",
    "chars": 6298,
    "preview": "import { get, post, put, del } from \"../../utils/request\";\n\n// 智能体配置\nexport interface CustomAgentConfig {\n  // ===== 基础设"
  },
  {
    "path": "frontend/src/api/auth/index.ts",
    "chars": 5201,
    "preview": "import { post, get, put } from '@/utils/request'\nimport i18n from '@/i18n'\n\nconst t = (key: string) => i18n.global.t(key"
  },
  {
    "path": "frontend/src/api/chat/index.ts",
    "chars": 2058,
    "preview": "import { get, post, put, del, postChat } from \"../../utils/request\";\n\n\n\nexport async function createSessions(data = {}) "
  },
  {
    "path": "frontend/src/api/chat/streame.ts",
    "chars": 6737,
    "preview": "import { fetchEventSource } from '@microsoft/fetch-event-source'\nimport { ref, type Ref, onUnmounted, nextTick } from 'v"
  },
  {
    "path": "frontend/src/api/chat-history.ts",
    "chars": 1959,
    "preview": "import { get, put, post } from '@/utils/request'\n\n// ChatHistoryConfig represents the chat history KB configuration for "
  },
  {
    "path": "frontend/src/api/initialization/index.ts",
    "chars": 16514,
    "preview": "import { get, post, put } from '../../utils/request';\nimport i18n from '@/i18n'\n\nconst t = (key: string) => i18n.global."
  },
  {
    "path": "frontend/src/api/knowledge-base/index.ts",
    "chars": 10779,
    "preview": "import { get, post, put, del, postUpload, getDown } from \"../../utils/request\";\n\n// 知识库管理 API（列表、创建、获取、更新、删除、复制）\nexport "
  },
  {
    "path": "frontend/src/api/mcp-service.ts",
    "chars": 2997,
    "preview": "import { get, post, put, del } from '@/utils/request'\n\nexport interface MCPService {\n  id: string\n  tenant_id?: number\n "
  },
  {
    "path": "frontend/src/api/model/index.ts",
    "chars": 3650,
    "preview": "import { get, post, put, del } from '../../utils/request';\nimport i18n from '@/i18n'\n\nconst t = (key: string) => i18n.gl"
  },
  {
    "path": "frontend/src/api/organization/index.ts",
    "chars": 22972,
    "preview": "import { get, post, put, del } from '@/utils/request'\n\n// Organization types\nexport interface Organization {\n  id: strin"
  },
  {
    "path": "frontend/src/api/retrieval.ts",
    "chars": 695,
    "preview": "import { get, put } from '@/utils/request'\n\n// RetrievalConfig represents the global retrieval/search configuration for "
  },
  {
    "path": "frontend/src/api/skill/index.ts",
    "chars": 310,
    "preview": "import { get } from \"../../utils/request\";\n\n// Skill信息\nexport interface SkillInfo {\n  name: string;\n  description: strin"
  },
  {
    "path": "frontend/src/api/system/index.ts",
    "chars": 7100,
    "preview": "import { get, post, put } from '@/utils/request'\n\nexport interface SystemInfo {\n  version: string\n  edition?: string\n  c"
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]

// ... and 589 more files (download for full content)