SYMBOL INDEX (745 symbols across 151 files)

FILE: app/api/v1/auth.py
  function login_user (line 21) | def login_user(response: Response, user: LoginData, db: Session = Depend...
  function idp_login (line 39) | def idp_login(response: Response, idp_id : int):
  function idp_success (line 45) | def idp_success(request: Request,db: Session = Depends(get_db)):
  function list_idp (line 93) | def list_idp(response: Response):
  function get_user_info (line 98) | def get_user_info(request: Request, db: Session = Depends(get_db), user_...
  function logout_user (line 139) | def logout_user(response: Response, user_data: dict = Depends(verify_tok...

FILE: app/api/v1/commons.py
  function is_error_response (line 3) | def is_error_response(message:str, err:str, data:dict):
  function is_none_reponse (line 12) | def is_none_reponse(message:str, data:dict):

FILE: app/api/v1/connector.py
  function list_connectors (line 32) | def list_connectors(db: Session = Depends(get_db), provider_category_ids...
  function get_connector (line 64) | def get_connector(connector_id: int, db: Session = Depends(get_db)):
  function upload_document_datsource (line 94) | async def upload_document_datsource(
  function create_connector (line 127) | def create_connector(connector: schemas.ConnectorBase, db: Session = Dep...
  function update_connector (line 153) | def update_connector(connector_id: int, connector: schemas.ConnectorUpda...
  function delete_connector (line 184) | def delete_connector(connector_id: int, db: Session = Depends(get_db)):
  function updateschemas (line 214) | def updateschemas(connector_id: int, connector: schemas.SchemaUpdate, db...
  function list_configurations (line 247) | def list_configurations(db: Session = Depends(get_db), user_data: dict =...
  function get_configuration (line 276) | def get_configuration(config_id: int, db: Session = Depends(get_db)):
  function get_configuration (line 304) | def get_configuration(config_id: int, db: Session = Depends(get_db)):
  function create_configuration (line 333) | def create_configuration(configuration: schemas.ConfigurationCreation, d...
  function update_configuration (line 365) | def update_configuration(config_id: int, configuration: schemas.Configur...
  function create_capability (line 401) | def create_capability(capability: schemas.CapabilitiesBase, db: Session ...
  function get_all_capabilities (line 429) | def get_all_capabilities(db: Session = Depends(get_db)):
  function update_capability (line 461) | def update_capability(cap_id: int, capability: schemas.CapabilitiesUpdat...
  function delete_capability (line 494) | def delete_capability(cap_id: int, db: Session = Depends(get_db)):
  function create_yaml (line 528) | def create_yaml(request: Request, config_id: int, db: Session = Depends(...
  function get_llm_provider_models (line 611) | def get_llm_provider_models(llm_provider: schemas.LLMProviderBase):
  function get_inference (line 632) | def get_inference(inference_id: int, db: Session = Depends(get_db)):
  function create_inference (line 664) | def create_inference(inference: schemas.InferenceBase, db: Session = Dep...
  function update_inference (line 695) | def update_inference(inference_id: int, inference: schemas.InferenceBase...
  function list_actions (line 733) | def list_actions(db: Session = Depends(get_db)):
  function get_action (line 763) | def get_action(action_id:int, db: Session = Depends(get_db)):
  function get_actions_by_connector (line 794) | def get_actions_by_connector(connector_id:int, db: Session = Depends(get...
  function create_action (line 825) | def create_action(action: schemas.Actions, db: Session = Depends(get_db)):
  function update_action (line 852) | def update_action(action_id: int, action: schemas.ActionsUpdate, db: Ses...
  function delete_action (line 884) | def delete_action(action_id: int, db: Session = Depends(get_db)):

FILE: app/api/v1/llmchat.py
  function create_chat (line 15) | def create_chat(chat: schemas.ChatHistoryCreate, db: Session = Depends(g...
  function create_feedback (line 43) | def create_feedback(feedback: schemas.FeedbackCreate, db: Session = Depe...
  function list_chat_by_context (line 74) | def list_chat_by_context(env_id: int, db: Session = Depends(get_db)):
  function get_chat_by_context (line 105) | def get_chat_by_context(context_id: str, db: Session = Depends(get_db)):

FILE: app/api/v1/main_router.py
  function qna (line 19) | async def qna(
  function feedback_correction (line 85) | def feedback_correction(request: Request, body: FeedbackCorrectionRequest):

FILE: app/api/v1/provider.py
  function list_providers (line 19) | def list_providers(db: Session = Depends(get_db)):
  function get_provider (line 49) | def get_provider(provider_id: int, db: Session = Depends(get_db)):
  function test_connections (line 80) | def test_connections(provider_id: int, config: schemas.TestCredentials, ...
  function test_vectordb_credentials (line 112) | def test_vectordb_credentials(config: schemas.TestVectorDBCredentials, d...
  function getvectordbs (line 142) | def getvectordbs(db: Session = Depends(get_db)):
  function getllmproviders (line 171) | def getllmproviders(request: Request):
  function test_inference_connections (line 202) | def test_inference_connections(inference: conn_schemas.InferenceBase):
  function list_sql (line 235) | def list_sql(db: Session = Depends(get_db), user_data: dict = Depends(ve...
  function get_sql (line 266) | def get_sql(id: int, db: Session = Depends(get_db)):
  function create_sql (line 299) | def create_sql(request:Request,sql: schemas.SampleSQLBase, db: Session =...
  function update_sql (line 329) | def update_sql(id: int, request: Request, sql: schemas.SampleSQLUpdate, ...
  function delete_sql (line 362) | def delete_sql(id: int, db: Session = Depends(get_db)):
  function create_vectordb_instance (line 390) | def create_vectordb_instance(vectordb: schemas.VectorDBBase, db: Session...
  function update_vectordb_instance (line 419) | def update_vectordb_instance(id:int,vectordb: schemas.VectorDBUpdateBase...
  function get_vectordb_instance (line 448) | def get_vectordb_instance(id: int, db: Session = Depends(get_db)):
  function delete_vectordb_instance (line 474) | def delete_vectordb_instance(id: int, db: Session = Depends(get_db)):
  function get_all_embeddings (line 500) | def get_all_embeddings():

FILE: app/base/abstract_handlers.py
  class Handler (line 6) | class Handler(ABC):
    method set_next (line 13) | def set_next(self, handler: Handler) -> Handler:
    method handle (line 17) | async def handle(self, request) -> Optional[str]:
  class AbstractHandler (line 20) | class AbstractHandler(Handler):
    method set_next (line 28) | def set_next(self, handler: Handler) -> Handler:
    method handle (line 36) | async def handle(self, request: Any) -> str:

FILE: app/base/base_formatter.py
  class BaseFormatter (line 4) | class BaseFormatter(ABC):
    method format (line 7) | def format(self)-> (dict):

FILE: app/base/base_llm.py
  class BaseLLM (line 28) | class BaseLLM(LLM):
    method _call (line 36) | def _call(
    method _acall (line 56) | async def _acall(
    method _llm_type (line 67) | def _llm_type(self) -> str:
    method _identifying_params (line 71) | def _identifying_params(self) -> dict:

FILE: app/base/base_plugin.py
  class BasePlugin (line 3) | class BasePlugin(ABC):
    method connect (line 6) | def connect(self):
    method healthcheck (line 10) | def healthcheck(self):

FILE: app/base/base_vectordb.py
  class BaseVectorDB (line 3) | class BaseVectorDB():
    method load_embeddings_function (line 5) | def load_embeddings_function(self):

FILE: app/base/document_data_plugin.py
  class DocumentDataPlugin (line 4) | class DocumentDataPlugin(ABC):
    method fetch_data (line 7) | def fetch_data(self, params: Optional[Dict[str, Any]] = None) -> list:

FILE: app/base/loader_metadata_mixin.py
  class LoaderMetadataMixin (line 4) | class LoaderMetadataMixin:
    method __init__ (line 12) | def __init__(self, name):
    method _load_metadata (line 18) | def _load_metadata(self, class_path):

FILE: app/base/messaging_plugin.py
  class MessagePlugin (line 3) | class MessagePlugin(ABC):
    method send (line 6) | def send(self):

FILE: app/base/model_loader.py
  class ModelLoader (line 1) | class ModelLoader:
    method __init__ (line 4) | def __init__(self, model_config):
    method load_model (line 7) | def load_model(self):
    method get_response (line 10) | def get_response(self) -> dict:
    method get_usage (line 13) | def get_usage(self, prompt, response, out) -> dict:
    method get_models (line 16) | def get_models(self):

FILE: app/base/plugin_metadata_mixin.py
  class PluginMetadataMixin (line 4) | class PluginMetadataMixin:
    method __init__ (line 17) | def __init__(self, name):
    method _load_metadata (line 23) | def _load_metadata(self, class_path):

FILE: app/base/query_plugin.py
  class QueryPlugin (line 4) | class QueryPlugin(ABC):
    method fetch_data (line 7) | def fetch_data(self, query: str, params: Optional[Dict[str, Any]] = No...
    method fetch_schema_details (line 18) | def fetch_schema_details(self) -> Tuple[list, list]:
    method create_ddl_from_metadata (line 27) | def create_ddl_from_metadata(self, table_metadata: list) -> list:
    method validate (line 37) | def validate(self, formatted_sql: str) -> None:

FILE: app/base/remote_data_plugin.py
  class RemoteDataPlugin (line 4) | class RemoteDataPlugin(ABC):
    method fetch_data (line 7) | def fetch_data(self, params: Optional[Dict[str, Any]] = None) -> list:

FILE: app/chain/chains/capability_chain.py
  class CapabilityChain (line 10) | class CapabilityChain:
    method __init__ (line 30) | def __init__(self, model_configs, context_storage, general_chain):
    method invoke (line 50) | def invoke(self, user_request):

FILE: app/chain/chains/general_chain.py
  class GeneralChain (line 15) | class GeneralChain:
    method __init__ (line 43) | def __init__(self, model_configs, store, datasource, context_store):
    method invoke (line 77) | def invoke(self, user_request):

FILE: app/chain/chains/intent_chain.py
  class IntentChain (line 13) | class IntentChain:
    method __init__ (line 37) | def __init__(self, model_configs, store, datasource, context_store, in...
    method invoke (line 61) | def invoke(self, user_request):

FILE: app/chain/chains/metadata_chain.py
  class MetadataChain (line 11) | class MetadataChain:
    method __init__ (line 36) | def __init__(self, model_configs, store, datasource, context_store):
    method invoke (line 59) | def invoke(self, user_request):

FILE: app/chain/chains/query_chain.py
  class QueryChain (line 22) | class QueryChain:
    method __init__ (line 50) | def __init__(self, model_configs, store, datasource, context_store):
    method invoke (line 110) | def invoke(self, user_request):

FILE: app/chain/formatter/general_response.py
  class Formatter (line 1) | class Formatter:
    method format (line 3) | def format(data: any, error: any) -> (dict):

FILE: app/chain/modules/cache_checker.py
  class Cachechecker (line 6) | class Cachechecker(AbstractHandler):
    method __init__ (line 14) | def __init__(self,common_context, cachestore, forward_handler, forward...
    method handle (line 30) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/cache_updater.py
  class Cacheupdater (line 5) | class Cacheupdater(AbstractHandler):
    method __init__ (line 13) | def __init__(self,cachestore) -> None:
    method handle (line 22) | async def handle(self, response: Any) -> str:

FILE: app/chain/modules/context_retreiver.py
  class ContextRetreiver (line 6) | class ContextRetreiver(AbstractHandler):
    method __init__ (line 14) | def __init__(self,common_context, context_store) -> None:
    method handle (line 25) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/context_storage.py
  class ContextStorage (line 7) | class ContextStorage(AbstractHandler):
    method __init__ (line 15) | def __init__(self,common_context, context_store) -> None:
    method handle (line 26) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/document_retriever.py
  class DocumentRetriever (line 9) | class DocumentRetriever(AbstractHandler):
    method __init__ (line 17) | def __init__(self,store, datasources):
    method handle (line 30) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/executer.py
  class Executer (line 7) | class Executer(AbstractHandler):
    method __init__ (line 15) | def __init__(self, common_context, datasource, fallback_handler) -> None:
    method handle (line 29) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/follow_up_handler.py
  class FollowupHandler (line 10) | class FollowupHandler(AbstractHandler):
    method __init__ (line 18) | def __init__(self, common_context , model_configs) -> None:
    method handle (line 30) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/followup_interpreter.py
  class FollowupInterpreter (line 6) | class FollowupInterpreter(AbstractHandler):
    method __init__ (line 15) | def __init__(self, common_context, general_chain) -> None:
    method handle (line 27) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/general_answer_generator.py
  class GeneralAnswerGenerator (line 8) | class GeneralAnswerGenerator(AbstractHandler):
    method __init__ (line 16) | def __init__(self, common_context, model_configs) -> None:
    method handle (line 27) | async def handle(self, request: dict) -> str:

FILE: app/chain/modules/generator.py
  class Generator (line 8) | class Generator(AbstractHandler):
    method __init__ (line 16) | def __init__(self, common_context, model_configs) -> None:
    method handle (line 27) | async def handle(self, request: dict) -> str:

FILE: app/chain/modules/input_formatter.py
  class InputFormatter (line 6) | class InputFormatter(AbstractHandler):
    method handle (line 8) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/intent_extracter.py
  class IntentExtracter (line 11) | class IntentExtracter(AbstractHandler):
    method __init__ (line 24) | def __init__(self, common_context , model_configs, datasources) -> None:
    method handle (line 36) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/metadata_generator.py
  class MetadataGenerator (line 12) | class MetadataGenerator(AbstractHandler):
    method __init__ (line 14) | def __init__(self, common_context , model_configs, datasources) -> None:
    method handle (line 19) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/metadata_ragfilter.py
  class MetadataRagFilter (line 6) | class MetadataRagFilter(AbstractHandler):
    method handle (line 21) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/ouput_formatter.py
  class OutputFormatter (line 6) | class OutputFormatter(AbstractHandler):
    method __init__ (line 18) | def __init__(self,common_context, datasource):
    method handle (line 30) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/post_processor.py
  class PostProcessor (line 5) | class PostProcessor(AbstractHandler):
    method handle (line 7) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/prompt_generator.py
  class PromptGenerator (line 6) | class PromptGenerator(AbstractHandler):
    method __init__ (line 20) | def __init__(self, common_context , model_configs, datasources) -> None:
    method handle (line 34) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/router.py
  class Router (line 7) | class Router(AbstractHandler):
    method __init__ (line 23) | def __init__(self, common_context, fallback_handler, intent_handler, g...
    method handle (line 42) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/schema_retriever.py
  class SchemaRetriever (line 8) | class SchemaRetriever(AbstractHandler):
    method __init__ (line 19) | def __init__(self,store,datasources):
    method handle (line 30) | async def handle(self, request: Any) -> str:

FILE: app/chain/modules/validator.py
  class Validator (line 6) | class Validator(AbstractHandler):
    method __init__ (line 18) | def __init__(self,common_context,datasource) -> None:
    method handle (line 31) | async def handle(self, request: Any) -> str:

FILE: app/embeddings/cohere/handler.py
  class CohereEm (line 6) | class CohereEm:
    method __init__ (line 7) | def __init__(self,model_name:str = "",api_key:str = ""):
    method load_emb (line 11) | def load_emb(self):
    method health_check (line 14) | def health_check(self) -> None:

FILE: app/embeddings/default/chroma_default.py
  class ChromaDefaultEmbedding (line 5) | class ChromaDefaultEmbedding:
    method __init__ (line 6) | def __init__(self):
    method load_emb (line 10) | def load_emb(self):

FILE: app/embeddings/default/default.py
  class DefaultEmbedding (line 5) | class DefaultEmbedding:
    method __init__ (line 6) | def __init__(self, vectordb_key: str = "chroma"):
    method load_emb (line 10) | def load_emb(self):
    method health_check (line 20) | def health_check(self) -> None:

FILE: app/embeddings/default/onnx.py
  function download_file (line 14) | def download_file(url: str, local_path: str):
  function ensure_dir (line 21) | def ensure_dir(path):
  function normalize (line 26) | def normalize(v):
  class DefaultEmbeddingModel (line 32) | class DefaultEmbeddingModel():
    method __init__ (line 34) | def __init__(self):
    method __call__ (line 59) | def __call__(self, documents: List[str], batch_size: int = 32):

FILE: app/embeddings/google/handler.py
  class GoogleEm (line 5) | class GoogleEm:
    method __init__ (line 7) | def __init__(self,api_key:str = ""):
    method load_emb (line 11) | def load_emb(self):
    method health_check (line 14) | def health_check(self) -> None:

FILE: app/embeddings/loader.py
  class EmLoader (line 13) | class EmLoader:
    method __init__ (line 14) | def __init__(self, configs):
    method load_embclass (line 17) | def load_embclass(self):

FILE: app/embeddings/openai/handler.py
  class OpenAIEm (line 6) | class OpenAIEm:
    method __init__ (line 8) | def __init__(self,model_name:str = "",api_key:str = ""):
    method load_emb (line 12) | def load_emb(self):
    method health_check (line 15) | def health_check(self) -> None:

FILE: app/loaders/ai71/loader.py
  class Ai71ModelLoader (line 8) | class Ai71ModelLoader(ModelLoader, LoaderMetadataMixin):
    method do_inference (line 13) | def do_inference(self, prompt, previous_messages) -> dict:
    method get_response (line 35) | def get_response(self, message) -> dict:
    method get_response_metadata (line 48) | def get_response_metadata(self, prompt, response, out) -> dict:
    method messages_format (line 57) | def messages_format(self, prompt, previous_messages) -> list:
    method get_models (line 74) | def get_models(self):

FILE: app/loaders/base_loader.py
  class BaseLoader (line 9) | class BaseLoader:
    method __init__ (line 10) | def __init__(self, model_configs):
    method load_model (line 13) | def load_model(self, unique_name):
    method load_model_config (line 31) | def load_model_config(self, unique_name):

FILE: app/loaders/ollama/loader.py
  class OllamaModelLoader (line 10) | class OllamaModelLoader(ModelLoader, LoaderMetadataMixin):
    method do_inference (line 15) | def do_inference(self, prompt, previous_messages) -> dict:
    method get_response (line 33) | def get_response(self, message) -> dict:
    method get_response_metadata (line 43) | def get_response_metadata(self, prompt, response, out) -> dict:
    method messages_format (line 71) | def messages_format(self, prompt, previous_messages) -> list:
    method get_models (line 88) | def get_models(self):

FILE: app/loaders/openai/loader.py
  class OpenAiModelLoader (line 9) | class OpenAiModelLoader(ModelLoader, LoaderMetadataMixin):
    method do_inference (line 14) | def do_inference(self, prompt, previous_messages) -> dict:
    method get_response (line 36) | def get_response(self, message) -> dict:
    method get_response_metadata (line 47) | def get_response_metadata(self, prompt, response, out) -> dict:
    method messages_format (line 75) | def messages_format(self, prompt, previous_messages) -> list:
    method get_models (line 91) | def get_models(self):

FILE: app/loaders/togethor/loader.py
  class TogethorModelLoader (line 9) | class TogethorModelLoader(ModelLoader, LoaderMetadataMixin):
    method do_inference (line 16) | def do_inference(self, prompt, previous_messages) -> dict:
    method get_response (line 38) | def get_response(self, message) -> dict:
    method get_response_metadata (line 49) | def get_response_metadata(self, prompt, response, out) -> dict:
    method messages_format (line 77) | def messages_format(self, prompt, previous_messages) -> list:
    method get_models (line 95) | def get_models(self):

FILE: app/main.py
  function create_app (line 42) | def create_app(config):

FILE: app/models/connector.py
  class Connector (line 6) | class Connector(Base):
  class Configuration (line 31) | class Configuration(Base):
  class ConfigurationConnectorMapping (line 57) | class ConfigurationConnectorMapping(Base):
  class Capabilities (line 71) | class Capabilities(Base):
  class Inference (line 87) | class Inference(Base):
  class Inferenceconfigmapping (line 104) | class Inferenceconfigmapping(Base):
  class Actions (line 119) | class Actions(Base):
  class CapActionsMapping (line 138) | class CapActionsMapping(Base):

FILE: app/models/db.py
  class Chat (line 6) | class Chat(Base):

FILE: app/models/environment.py
  class Environment (line 6) | class Environment(Base):
  class UserEnvironmentMapping (line 17) | class UserEnvironmentMapping(Base):

FILE: app/models/llmchat.py
  class ChatHistory (line 6) | class ChatHistory(Base):

FILE: app/models/prompt.py
  class SystemPrompt (line 2) | class SystemPrompt(BaseModel):
  class UserPrompt (line 8) | class UserPrompt(BaseModel):
  class RegenerationPrompt (line 14) | class RegenerationPrompt(BaseModel):
  class Prompt (line 20) | class Prompt(BaseModel):

FILE: app/models/provider.py
  class Category (line 6) | class Category(Base):
  class Provider (line 19) | class Provider(Base):
  class ProviderConfig (line 37) | class ProviderConfig(Base):
  class VectorDBConfig (line 57) | class VectorDBConfig(Base):
  class SampleSQL (line 71) | class SampleSQL(Base):
  class VectorDB (line 87) | class VectorDB(Base):
  class VectorDBConfigMapping (line 102) | class VectorDBConfigMapping(Base):
  class Embeddings (line 116) | class Embeddings(Base):
  class VectorEmbeddingMapping (line 129) | class VectorEmbeddingMapping(Base):

FILE: app/models/request.py
  class Chat (line 6) | class Chat(BaseModel):
  class FlowItem (line 11) | class FlowItem(BaseModel):
  class PostBody (line 15) | class PostBody(BaseModel):
  class ResponseItem (line 19) | class ResponseItem(BaseModel):
  class FeedbackCorrectionRequest (line 23) | class FeedbackCorrectionRequest(BaseModel):
  class ConnectionArgument (line 27) | class ConnectionArgument(BaseModel):

FILE: app/models/user.py
  class User (line 4) | class User(Base):

FILE: app/plugins/airtable/formatter.py
  class Formatter (line 4) | class Formatter:
    method format (line 10) | def format(self, data: Dict[str, Any], inference: Dict[str, Any]) -> d...

FILE: app/plugins/airtable/handler.py
  class Airtable (line 12) | class Airtable(BasePlugin, QueryPlugin, PluginMetadataMixin, Formatter):
    method __init__ (line 17) | def __init__(self, connector_name : str, token:str, workspace:str):
    method connect (line 31) | def connect(self):
    method healthcheck (line 40) | def healthcheck(self)-> Tuple[bool, Optional[str]]:
    method configure_datasource (line 68) | def configure_datasource(self, init_config):
    method fetch_data (line 77) | def fetch_data(self, query, params=None):
    method fetch_schema_details (line 126) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 174) | def create_ddl_from_metadata(self,table_metadata):
    method validate (line 189) | def validate(self, formatted_sql: str) -> None:
    method close_connection (line 197) | def close_connection(self) -> None:

FILE: app/plugins/bigquery/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/bigquery/handler.py
  class Bigquery (line 14) | class Bigquery(Formatter, BasePlugin, QueryPlugin,  PluginMetadataMixin):
    method __init__ (line 16) | def __init__(self, connector_name : str, project_id: str, service_acco...
    method connect (line 29) | def connect(self):
    method healthcheck (line 43) | def healthcheck(self):
    method configure_datasource (line 70) | def configure_datasource(self, init_config):
    method fetch_data (line 74) | def fetch_data(self,query: str):
    method fetch_schema_details (line 89) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 154) | def create_ddl_from_metadata(self, table_metadata: List[dict]):
    method validate (line 175) | def validate(self, formatted_query: str) -> None:

FILE: app/plugins/csv/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/csv/handler.py
  class CSVPlugin (line 14) | class CSVPlugin(BasePlugin, PluginMetadataMixin, Formatter):
    method __init__ (line 19) | def __init__(self, connector_name : str, document_files: List[str]):
    method _dict_factory (line 30) | def _dict_factory(self, cursor, row):
    method connect (line 36) | def connect(self) -> Tuple[bool, Optional[str]]:
    method healthcheck (line 80) | def healthcheck(self):
    method _insert_csv_to_db (line 91) | def _insert_csv_to_db(self, csv_file: str, table_name: str):
    method configure_datasource (line 109) | def configure_datasource(self, init_config):
    method fetch_data (line 112) | def fetch_data(self, query, params=None):
    method fetch_schema_details (line 125) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 162) | def create_ddl_from_metadata(self,table_metadata):
    method _fetch_table_schema (line 171) | def _fetch_table_schema(self):
    method fetch_feedback (line 186) | def fetch_feedback(self):
    method validate (line 190) | def validate(self,formated_sql):
    method close_conection (line 214) | def close_conection(self):

FILE: app/plugins/document/formatter.py
  class Formatter (line 4) | class Formatter:
    method format (line 10) | def format(self, data: Dict[str, Any], inference: Dict[str, Any]) -> d...

FILE: app/plugins/document/handler.py
  class Document (line 13) | class Document(BasePlugin, PluginMetadataMixin,DocumentDataPlugin,  Form...
    method __init__ (line 18) | def __init__(self, connector_name : str, document_files:str):
    method connect (line 31) | def connect(self):
    method healthcheck (line 40) | def healthcheck(self)-> Tuple[bool, Optional[str]]:
    method fetch_data (line 79) | def fetch_data(self, params=None):

FILE: app/plugins/loader.py
  class DSLoader (line 14) | class DSLoader:
    method __init__ (line 15) | def __init__(self, configs):
    method load_ds (line 18) | def load_ds(self):

FILE: app/plugins/maria/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/maria/handler.py
  class Maria (line 13) | class Maria(Formatter, BasePlugin, QueryPlugin,  PluginMetadataMixin):
    method __init__ (line 15) | def __init__(self,connector_name : str, db_name:str, db_user:str="root...
    method connect (line 39) | def connect(self):
    method healthcheck (line 49) | def healthcheck(self):
    method configure_datasource (line 64) | def configure_datasource(self, init_config):
    method fetch_data (line 75) | def fetch_data(self, query, params=None):
    method fetch_schema_details (line 87) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 125) | def create_ddl_from_metadata(self,table_metadata):
    method _fetch_table_schema (line 135) | def _fetch_table_schema(self):
    method fetch_feedback (line 153) | def fetch_feedback(self):
    method validate (line 159) | def validate(self,formated_sql):
    method close_connection (line 181) | def close_connection(self):

FILE: app/plugins/mssql/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/mssql/handler.py
  class Mssql (line 13) | class Mssql(Formatter, BasePlugin, QueryPlugin,  PluginMetadataMixin):
    method __init__ (line 16) | def __init__(self, connector_name : str, db_name:str, db_user:str, db_...
    method connect (line 35) | def connect(self):
    method healthcheck (line 54) | def healthcheck(self):
    method configure_datasource (line 69) | def configure_datasource(self, init_config):
    method fetch_data (line 72) | def fetch_data(self, query, reconnect_attempt = True, params=None):
    method fetch_schema_details (line 98) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 176) | def create_ddl_from_metadata(self,table_metadata):
    method fetch_feedback (line 186) | def fetch_feedback(self):
    method validate (line 189) | def validate(self,formated_sql):
    method close_connection (line 211) | def close_connection(self):

FILE: app/plugins/mysql/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/mysql/handler.py
  class Mysql (line 14) | class Mysql(Formatter, BasePlugin, QueryPlugin,  PluginMetadataMixin):
    method __init__ (line 16) | def __init__(self, connector_name : str, db_name:str, db_user:str="roo...
    method connect (line 37) | def connect(self):
    method healthcheck (line 47) | def healthcheck(self):
    method configure_datasource (line 62) | def configure_datasource(self, init_config):
    method fetch_data (line 73) | def fetch_data(self, query, params=None):
    method fetch_schema_details (line 85) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 123) | def create_ddl_from_metadata(self,table_metadata):
    method _fetch_table_schema (line 133) | def _fetch_table_schema(self):
    method fetch_feedback (line 151) | def fetch_feedback(self):
    method validate (line 157) | def validate(self,formated_sql):
    method close_connection (line 179) | def close_connection(self):

FILE: app/plugins/postgresql/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/postgresql/handler.py
  class Postresql (line 14) | class Postresql(Formatter, BasePlugin, QueryPlugin,  PluginMetadataMixin):
    method __init__ (line 16) | def __init__(self, connector_name : str, db_name:str, db_user:str="pos...
    method connect (line 38) | def connect(self):
    method healthcheck (line 48) | def healthcheck(self):
    method configure_datasource (line 61) | def configure_datasource(self, init_config):
    method fetch_data (line 72) | def fetch_data(self, query, params=None):
    method fetch_schema_details (line 84) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 124) | def create_ddl_from_metadata(self,table_metadata):
    method select_all_from_table (line 133) | def select_all_from_table(self, table_name):
    method _fetch_table_schema (line 137) | def _fetch_table_schema(self):
    method fetch_feedback (line 155) | def fetch_feedback(self):
    method validate (line 161) | def validate(self,formated_sql):
    method close_connection (line 183) | def close_connection(self):

FILE: app/plugins/sqlite/formatter.py
  class Formatter (line 5) | class Formatter:
    method format (line 6) | def format(self, data: Any,input) -> (dict):
    method basic_formatter (line 42) | def basic_formatter(self, data: Any, input:Any) -> dict :
    method aggregation_formatter (line 61) | def aggregation_formatter(self, data:Any, input:Any) -> dict :

FILE: app/plugins/sqlite/handler.py
  class Sqlite (line 14) | class Sqlite(Formatter, BasePlugin, QueryPlugin, PluginMetadataMixin):
    method __init__ (line 15) | def __init__(self, connector_name : str, db_name:str, db_parent_path:s...
    method _dict_factory (line 30) | def _dict_factory(self, cursor, row):
    method _path_to_uri (line 36) | def _path_to_uri(self, path):
    method connect (line 42) | def connect(self):
    method healthcheck (line 56) | def healthcheck(self):
    method configure_datasource (line 67) | def configure_datasource(self, init_config):
    method fetch_data (line 78) | def fetch_data(self, query, params=None):
    method fetch_schema_details (line 91) | def fetch_schema_details(self):
    method create_ddl_from_metadata (line 131) | def create_ddl_from_metadata(self,table_metadata):
    method _fetch_table_schema (line 140) | def _fetch_table_schema(self):
    method fetch_feedback (line 158) | def fetch_feedback(self):
    method validate (line 161) | def validate(self,formated_sql):
    method close_conection (line 183) | def close_conection(self):

FILE: app/plugins/website/formatter.py
  class Formatter (line 4) | class Formatter:
    method format (line 10) | def format(self, data: Dict[str, Any], inference: Dict[str, Any]) -> d...

FILE: app/plugins/website/handler.py
  class Website (line 12) | class Website(BasePlugin, PluginMetadataMixin,RemoteDataPlugin,  Formatt...
    method __init__ (line 17) | def __init__(self, connector_name : str, website_url:str, depth : int ...
    method connect (line 30) | def connect(self):
    method healthcheck (line 39) | def healthcheck(self)-> Tuple[bool, Optional[str]]:
    method fetch_data (line 68) | def fetch_data(self, params=None):

FILE: app/providers/cache_manager.py
  class CacheManager (line 4) | class CacheManager(object):
    method __init__ (line 9) | def __init__(self):
    method get_instance (line 13) | def get_instance(cls):
    method set (line 18) | def set(self, key, value):
    method get (line 26) | def get(self, key):
    method clear (line 29) | def clear(self, key):

FILE: app/providers/clustering.py
  class Clustering (line 4) | class Clustering:
    method _initialize_centroids (line 6) | def _initialize_centroids(self,data, k):
    method _assign_clusters (line 9) | def _assign_clusters(self, data, centroids):
    method _recalculate_centroids (line 16) | def _recalculate_centroids(self, data, clusters, k):
    method _get_clustered_values (line 26) | def _get_clustered_values(self, data, clusters, k):
    method kmeans (line 32) | def kmeans(self, data, k, max_iterations=100):

FILE: app/providers/config.py
  class Configs (line 10) | class Configs(BaseSettings):

FILE: app/providers/container.py
  class Container (line 10) | class Container(containers.DeclarativeContainer):

FILE: app/providers/context_storage.py
  class ContextStorage (line 7) | class ContextStorage:
    method __init__ (line 8) | def __init__(self,db: Session=Depends(get_db)):
    method create_table (line 13) | def create_table(self):
    method insert_data (line 16) | def insert_data(self, data):
    method update_data (line 20) | def update_data(self, model, filters, updates):
    method query_data (line 24) | def query_data(self, model,  filters=None, limit=None):

FILE: app/providers/data_preperation.py
  class SourceDocuments (line 4) | class SourceDocuments:
    method __init__ (line 5) | def __init__(self,schema_details, schema_configs, documentation):
    method get_source_documents (line 22) | def get_source_documents(self):

FILE: app/providers/middleware.py
  function verify_token (line 12) | async def verify_token(request: Request, session_data: Optional[str] = C...

FILE: app/providers/reranker.py
  class Reranker (line 8) | class Reranker:
    method __init__ (line 10) | def __init__(self,model_name):
    method predict (line 14) | def predict(self,pairs):

FILE: app/providers/zitadel.py
  class Zitadel (line 10) | class Zitadel:
    method __init__ (line 12) | def __init__(self):
    method _generate_jwt (line 28) | def _generate_jwt(self):
    method _refresh_token (line 40) | def _refresh_token(self):
    method _ensure_valid_token (line 57) | def _ensure_valid_token(self):
    method create_user_session (line 64) | def create_user_session(self , user_id: str, idp_intent_id: str, token...
    method create_user (line 122) | def create_user(self, user_data: dict, idp_intent_id: str, token: str):
    method redirect_to_idp (line 170) | def redirect_to_idp(self, idp_id: int):
    method get_user_info (line 199) | def get_user_info(self, session_id: int):
    method get_idp_intent_data (line 221) | def get_idp_intent_data(self,idp_intent_id: int, idp_token: str):
    method list_idp_providers (line 237) | def list_idp_providers(self):
    method login_with_username_password (line 262) | def login_with_username_password(self, username: str, password: str):
    method logout_user (line 330) | def logout_user(self, session_id: str):

FILE: app/readers/base_reader.py
  class BaseReader (line 9) | class BaseReader:
    method __init__ (line 10) | def __init__(self, source):
    method load_data (line 14) | def load_data(self):

FILE: app/readers/docs_reader.py
  class DocsReader (line 1) | class DocsReader:
    method __init__ (line 3) | def __init__(self, source):
    method load (line 6) | def load(self):

FILE: app/readers/docx_reader.py
  class DocxReader (line 5) | class DocxReader(DocsReader):
    method load (line 6) | def load(self):

FILE: app/readers/pdf_reader.py
  class PDFLoader (line 21) | class PDFLoader(DocsReader):
    method load (line 22) | def load(self):

FILE: app/readers/text_reader.py
  class TxtLoader (line 4) | class TxtLoader(DocsReader):
    method load (line 5) | def load(self):

FILE: app/readers/url_reader.py
  class UrlReader (line 10) | class UrlReader(DocsReader):
    method __init__ (line 12) | def __init__(self, source):
    method load (line 18) | def load(self):

FILE: app/readers/yaml_reader.py
  class YamlLoader (line 5) | class YamlLoader(DocsReader):
    method load (line 6) | def load(self):

FILE: app/repository/connector.py
  function get_connectors_by_configuration_id (line 11) | def get_connectors_by_configuration_id(configuration_id: int, db: Session):
  function get_all_connectors (line 24) | def get_all_connectors(db: Session, user_id: str):
  function get_connector_by_id (line 40) | def get_connector_by_id(connector_id: int, db: Session):
  function create_new_connector (line 46) | def create_new_connector(connector: schemas.ConnectorBase, db: Session, ...
  function update_existing_connector (line 60) | def update_existing_connector(connector_id: int, connector: schemas.Conn...
  function update_schemas (line 73) | def update_schemas(connector_id: int, connector: schemas.ConnectorUpdate...
  function delete_connector_by_id (line 88) | def delete_connector_by_id(connector_id: int, db: Session):
  function get_all_configurations (line 99) | def get_all_configurations(db: Session, user_id: str):
  function get_inference_by_config (line 120) | def get_inference_by_config(config_id: int, db: Session):
  function getbotconfiguration (line 143) | def getbotconfiguration(db:Session):
  function create_new_configuration (line 153) | def create_new_configuration(configuration: schemas.ConfigurationCreatio...
  function link_configuration_to_connectors (line 186) | def link_configuration_to_connectors(config_id: int, connector_ids: list...
  function update_existing_configuration (line 207) | def update_existing_configuration(config_id: int, configuration: schemas...
  function get_configuration_by_id (line 263) | def get_configuration_by_id(config_id: int, db: Session):
  function delete_configuration_by_id (line 280) | def delete_configuration_by_id(configuration_id: int, db: Session):
  function update_configuration_status (line 291) | def update_configuration_status(config_id: int,status: int, db: Session):
  function default_configuration_status (line 308) | def default_configuration_status(db: Session):
  function create_capability (line 324) | def create_capability(capability: schemas.CapabilitiesBase, db: Session):
  function create_capability_action_mappings (line 341) | def create_capability_action_mappings(capability_id: int, action_ids: Li...
  function get_all_capabilities (line 357) | def get_all_capabilities(db: Session):
  function update_capability (line 368) | def update_capability(cap_id: int, capability: schemas.CapabilitiesUpdat...
  function delete_capability (line 399) | def delete_capability(cap_id: int, db: Session):
  function get_inference_by_id (line 417) | def get_inference_by_id(inference_id: int, db: Session):
  function create_inference (line 424) | def create_inference(inference: schemas.InferenceBase, db: Session):
  function update_inference (line 453) | def update_inference(inference_id: int, inference: schemas.InferenceBase...
  function get_inferences_by_config_id (line 489) | def get_inferences_by_config_id(config_id: int, db: Session):
  function list_actions (line 495) | def list_actions(db:Session):
  function get_action_by_id (line 501) | def get_action_by_id(action_id:int, db:Session):
  function get_actions_by_connector (line 507) | def get_actions_by_connector(connector_id:int, db:Session):
  function create_action (line 513) | def create_action(action:schemas.Actions, db:Session):
  function update_action (line 534) | def update_action(action_id: int, action: schemas.ActionsUpdate, db: Ses...
  function delete_action_by_id (line 559) | def delete_action_by_id(action_id: int, db: Session):

FILE: app/repository/environment.py
  function create_environment (line 6) | def create_environment(name: str, db: Session):
  function get_or_create_default_environment (line 14) | def get_or_create_default_environment(db: Session):
  function assign_user_to_environment (line 25) | def assign_user_to_environment(user_id: int, environment_id: int, db: Se...
  function get_current_env_id (line 37) | def get_current_env_id(user_id: int, db: Session):

FILE: app/repository/llmchat.py
  function get_chat_by_context_and_id (line 8) | def get_chat_by_context_and_id(chat_context_id: str, chat_id: int, db: S...
  function create_new_chat (line 15) | def create_new_chat(chat: schemas.ChatHistoryCreate, db: Session):
  function update_chat_feedback (line 35) | def update_chat_feedback(feedback: schemas.FeedbackCreate, db: Session):
  function get_primary_chat (line 54) | def get_primary_chat(env_id: int, db: Session):
  function get_all_chats_by_context_id (line 63) | def get_all_chats_by_context_id(context_id: str, db: Session):

FILE: app/repository/provider.py
  function insert_or_update_data (line 12) | def insert_or_update_data(db: Session, model: Any, filters: Dict[str, An...
  function get_all_providers (line 37) | def get_all_providers(db: Session):
  function get_provider_by_id (line 43) | def get_provider_by_id(provider_id: int, db: Session):
  function get_vector_db_config (line 49) | def get_vector_db_config(db: Session, key: str):
  function get_vectordb_providers (line 55) | def get_vectordb_providers(db:Session):
  function get_config_types (line 61) | def get_config_types(provider_id: int, db:Session):
  function get_sql_by_connector (line 67) | def get_sql_by_connector(id:int, db:Session):
  function list_sql (line 73) | def list_sql(db:Session, user_id: str):
  function get_sql (line 87) | def get_sql(id:int,db:Session):
  function create_sql (line 93) | def create_sql(sql:schemas.SampleSQLBase, db:Session, user_id: str):
  function update_sql (line 114) | def update_sql(sql_id:int, sql:schemas.SampleSQLUpdate, db:Session):
  function delete_sql (line 132) | def delete_sql(sql_id:int, db: Session):
  function get_sql_by_key (line 145) | def get_sql_by_key(key: str, db: Session):
  function revoke_existing_vectordb_confg (line 152) | def revoke_existing_vectordb_confg(id: int, db: Session):
  function create_vectordb_with_embedding (line 180) | def create_vectordb_with_embedding(key,id, vectordb, db: Session):
  function get_vectordb_instance (line 235) | def get_vectordb_instance(id: int, db: Session):
  function get_mapped_vector_store (line 265) | def get_mapped_vector_store(db: Session, config_id: int):

FILE: app/repository/user.py
  function create_user (line 6) | def create_user(user: schemas.UserCreate, db: Session):
  function get_user_by_id (line 17) | def get_user_by_id(user_id: int, db: Session):

FILE: app/schemas/common.py
  class DBConfig (line 4) | class DBConfig(BaseModel):
  class CommonResponse (line 11) | class CommonResponse(BaseModel):
  class LoginData (line 18) | class LoginData(BaseModel):

FILE: app/schemas/connector.py
  class ConnectorBase (line 4) | class ConnectorBase(BaseModel):
  class ConnectorResponse (line 13) | class ConnectorResponse(ConnectorBase):
  class ConnectorUpdate (line 19) | class ConnectorUpdate(BaseModel):
  class SchemaUpdate (line 27) | class SchemaUpdate(BaseModel):
  class CapabilitiesBase (line 30) | class CapabilitiesBase(BaseModel):
  class CapabilitiesArray (line 39) | class CapabilitiesArray(BaseModel):
  class CapabilitiesUpdateBase (line 42) | class CapabilitiesUpdateBase(BaseModel):
  class ConfigurationBase (line 50) | class ConfigurationBase(BaseModel):
  class ConfigurationCreation (line 56) | class ConfigurationCreation(ConfigurationBase):
  class ConfigurationUpdate (line 62) | class ConfigurationUpdate(BaseModel):
  class InferenceBase (line 71) | class InferenceBase(BaseModel):
  class InferenceBaseUpdate (line 79) | class InferenceBaseUpdate(BaseModel):
  class InferenceResponse (line 87) | class InferenceResponse(InferenceBase):
  class ConfigurationResponse (line 90) | class ConfigurationResponse(ConfigurationBase):
  class Actions (line 97) | class Actions(BaseModel):
  class ActionsResponse (line 107) | class ActionsResponse(Actions):
  class ActionsUpdate (line 111) | class ActionsUpdate(BaseModel):
  class LLMProviderBase (line 120) | class LLMProviderBase(BaseModel):

FILE: app/schemas/environment.py
  class EnvironmentBase (line 5) | class EnvironmentBase(BaseModel):
  class EnvironmentResponse (line 8) | class EnvironmentResponse(EnvironmentBase):
  class UserEnvironmentMappingBase (line 12) | class UserEnvironmentMappingBase(BaseModel):
  class UserEnvironmentMappingResponse (line 16) | class UserEnvironmentMappingResponse(UserEnvironmentMappingBase):

FILE: app/schemas/llmchat.py
  class ChatHistoryBase (line 6) | class ChatHistoryBase(BaseModel):
  class ChatHistoryCreate (line 19) | class ChatHistoryCreate(ChatHistoryBase):
  class ChatHistory (line 23) | class ChatHistory(ChatHistoryBase):
  class ChatResponse (line 27) | class ChatResponse(ChatHistory):
  class FeedbackCreate (line 31) | class FeedbackCreate(BaseModel):
  class ListPrimaryContext (line 37) | class ListPrimaryContext(BaseModel):

FILE: app/schemas/provider.py
  class ProviderConfigBase (line 6) | class ProviderConfigBase(BaseModel):
  class ProviderConfigResponse (line 17) | class ProviderConfigResponse(ProviderConfigBase):
  class ProviderBase (line 20) | class ProviderBase(BaseModel):
  class ProviderResp (line 27) | class ProviderResp(ProviderBase):
  class ProviderCreate (line 32) | class ProviderCreate(ProviderBase):
  class ProviderUpdate (line 35) | class ProviderUpdate(ProviderBase):
  class ProviderInDBBase (line 38) | class ProviderInDBBase(ProviderBase):
  class Provider (line 45) | class Provider(ProviderInDBBase):
  class ProviderList (line 48) | class ProviderList(BaseModel):
  class CategoryBase (line 52) | class CategoryBase(BaseModel):
  class CategoryResponse (line 57) | class CategoryResponse(CategoryBase):
  class CategoryCreate (line 61) | class CategoryCreate(CategoryBase):
  class CategoryList (line 64) | class CategoryList(BaseModel):
  class ProviderConfigBase (line 68) | class ProviderConfigBase(BaseModel):
  class ProviderConfigResponse (line 76) | class ProviderConfigResponse(ProviderConfigBase):
  class ProviderConfigList (line 79) | class ProviderConfigList(BaseModel):
  class TestCredentials (line 84) | class TestCredentials(BaseModel):
  class TestVectorDBCredentials (line 88) | class TestVectorDBCredentials(BaseModel):
  class SampleSQLBase (line 92) | class SampleSQLBase(BaseModel):
  class SampleSQLUpdate (line 97) | class SampleSQLUpdate(BaseModel):
  class SampleSQLResponse (line 102) | class SampleSQLResponse(SampleSQLBase):
  class CredentialsHelper (line 105) | class CredentialsHelper(BaseModel):
  class VectorDBConfigBase (line 109) | class VectorDBConfigBase(BaseModel):
  class VectorDBConfigResponse (line 116) | class VectorDBConfigResponse(VectorDBConfigBase):
  class VectorDBUpdateBase (line 119) | class VectorDBUpdateBase(BaseModel):
  class VectorDBBase (line 125) | class VectorDBBase(BaseModel):
  class VectorDBResponse (line 132) | class VectorDBResponse(VectorDBBase):

FILE: app/schemas/user.py
  class UserBase (line 5) | class UserBase(BaseModel):
  class UserResponse (line 9) | class UserResponse(UserBase):
  class UserCreate (line 14) | class UserCreate(UserBase):  # Used when creating a new user

FILE: app/services/connector.py
  function list_connectors (line 20) | def list_connectors(db: Session, user_id: str):
  function list_connectors_by_provider_category (line 56) | def list_connectors_by_provider_category(category_ids: int, db: Session,...
  function get_connector (line 80) | def get_connector(connector_id: int, db: Session):
  function download_and_save_pdf (line 118) | def download_and_save_pdf(connector_name: str, url: str) -> str:
  function fileValidation (line 140) | async def fileValidation(file):
  function upload_pdf (line 167) | async def upload_pdf(file):
  function create_connector (line 191) | def create_connector(connector: schemas.ConnectorBase, db: Session, user...
  function update_connector (line 248) | def update_connector(connector_id: int, connector: schemas.ConnectorUpda...
  function delete_connector (line 283) | def delete_connector(connector_id: int, db: Session):
  function updateschemas (line 319) | def updateschemas(connector_id: int, connector: schemas.SchemaUpdate, db...
  function get_inference_by_config_id (line 348) | def get_inference_by_config_id(config_id:int , db:Session):
  function list_configurations (line 379) | def list_configurations(db: Session, user_id: str):
  function get_configuration (line 431) | def get_configuration(db: Session, config_id: int):
  function delete_configuration (line 500) | def delete_configuration(db: Session, config_id: int):
  function create_configuration (line 539) | def create_configuration(configuration: schemas.ConfigurationCreation, d...
  function update_configuration (line 578) | def update_configuration(config_id: int, configuration: schemas.Configur...
  function create_capabilities (line 618) | def create_capabilities(capabilities: schemas.CapabilitiesBase, db: Sess...
  function get_all_capabilities (line 664) | def get_all_capabilities(db: Session):
  function update_capability (line 707) | def update_capability(cap_id: int, capability: schemas.CapabilitiesUpdat...
  function delete_capability (line 747) | def delete_capability(cap_id: int, db: Session):
  function update_datasource_documentations (line 771) | def update_datasource_documentations(db: Session, vector_store, datasour...
  function get_inference_and_plugin_configurations (line 818) | def get_inference_and_plugin_configurations(db: Session, config_id: int):
  function create_inference_yaml (line 862) | def create_inference_yaml(config_id:int, db:Session):
  function get_all_connector_samples (line 894) | def get_all_connector_samples(connector_id: int, db: Session):
  function create_yaml_file (line 910) | def create_yaml_file(request:Request, config_id: int, db: Session):
  function formatting_datasource (line 967) | def formatting_datasource(connector, provider):
  function get_llm_provider_models (line 1000) | def get_llm_provider_models(llm_provider: schemas.LLMProviderBase):
  function get_inference (line 1015) | def get_inference(inference_id: int, db: Session):
  function create_inference (line 1047) | def create_inference(inference: schemas.InferenceBase, db: Session):
  function update_inference (line 1076) | def update_inference(inference_id: int, inference: schemas.InferenceBase...
  function list_actions (line 1109) | def list_actions(db:Session):
  function get_actions (line 1142) | def get_actions(action_id:int, db:Session):
  function get_actions_by_connector (line 1175) | def get_actions_by_connector(connector_id:int, db:Session):
  function create_action (line 1208) | def create_action(action: schemas.Actions, db:Session):
  function update_action (line 1239) | def update_action(action_id: int, action: schemas.ActionsUpdate, db: Ses...
  function delete_action (line 1274) | def delete_action(action_id: int, db: Session):
  function get_use_cases (line 1295) | def get_use_cases(db: Session):

FILE: app/services/connector_details.py
  function test_plugin_connection (line 10) | def test_plugin_connection(db_configs, config, provider_class):
  function get_plugin_metadata (line 36) | def get_plugin_metadata(db_configs, config, connector_name, provider_cla...
  function check_configurations_availability (line 72) | def check_configurations_availability(db: Session)-> Any:
  function test_vector_db_credentials (line 89) | def test_vector_db_credentials(db_config, config, key):

FILE: app/services/llmchat.py
  function create_chat (line 6) | def create_chat(chat: schemas.ChatHistoryCreate, db: Session):
  function create_feedback (line 40) | def create_feedback(feedback: schemas.FeedbackCreate, db: Session):
  function list_chats_by_context (line 77) | def list_chats_by_context(env_id: int, db: Session):
  function list_all_chats_by_context_id (line 118) | def list_all_chats_by_context_id(context_id: str, db: Session):

FILE: app/services/provider.py
  function test_inference_credentials (line 16) | def test_inference_credentials(inference: conn_schemas.InferenceBase):
  function initialize_vectordb_provider (line 51) | def initialize_vectordb_provider(db:Session):
  function initialize_embeddings (line 74) | def initialize_embeddings(db:Session):
  function initialize_plugin_providers (line 78) | def initialize_plugin_providers(db:Session):
  function list_providers (line 121) | def list_providers(db: Session):
  function get_provider (line 171) | def get_provider(provider_id: int,db: Session):
  function test_vectordb_credentials (line 221) | def test_vectordb_credentials(config:schemas.TestVectorDBCredentials, db...
  function vector_embedding_connector (line 243) | def vector_embedding_connector(config, db_config):
  function test_credentials (line 259) | def test_credentials(provider_id: int, config: schemas.TestCredentials, ...
  function getvectordbs (line 293) | def getvectordbs(db: Session):
  function getllmproviders (line 325) | def getllmproviders(request: Request):
  function getsqlbyconnector (line 341) | def getsqlbyconnector(id:int, db:Session):
  function listsql (line 374) | def listsql(db:Session, user_id: str):
  function getsql (line 406) | def getsql(id:int, db:Session):
  function create_sql (line 438) | def create_sql(request: Request,sql:schemas.SampleSQLBase,db:Session, us...
  function update_sql (line 468) | def update_sql(request: Request, sql_id: int, sql: schemas.SampleSQLUpda...
  function delete_sql (line 500) | def delete_sql(sql_id: int, db: Session):
  function get_quries_by_key (line 528) | def get_quries_by_key(key:str, db: Session):
  function insert_vector_store (line 555) | def insert_vector_store(request, sql, db: Session):
  function create_vector_db_default_config (line 585) | def create_vector_db_default_config(vectordb):
  function attach_vector_config_if_missing (line 595) | def attach_vector_config_if_missing(vectordb, db):
  function create_vectordb_and_embedding (line 608) | def create_vectordb_and_embedding(key,id,vectordb, db):
  function get_vectordb_instance (line 643) | def get_vectordb_instance(id: int, db: Session):
  function delete_vectordb_instance (line 669) | def delete_vectordb_instance(id: int, db: Session):
  function create_vectorstore_instance (line 688) | def create_vectorstore_instance(db:Session, config_id: int):
  function get_all_embeddings (line 734) | def get_all_embeddings():

FILE: app/services/user.py
  function get_or_create_user (line 6) | def get_or_create_user(user: schemas.UserCreate, db: Session):
  function get_users_active_env (line 40) | def get_users_active_env(user_id: int, db: Session):

FILE: app/utils/database.py
  function get_db (line 13) | def get_db():

FILE: app/utils/jwt.py
  class JWTUtils (line 5) | class JWTUtils:
    method __init__ (line 6) | def __init__(self, secret_key, algorithm="HS256"):
    method create_jwt_token (line 10) | def create_jwt_token(self, data: dict, expires_delta: timedelta = time...
    method decode_jwt_token (line 17) | def decode_jwt_token(self, token: str):

FILE: app/utils/module_reader.py
  function get_vectordb_providers (line 6) | def get_vectordb_providers():
  function get_plugin_providers (line 26) | def get_plugin_providers():
  function get_llm_providers (line 49) | def get_llm_providers():
  function get_all_embedding (line 68) | def get_all_embedding():

FILE: app/utils/parser.py
  function parse_llm_response (line 4) | def parse_llm_response(body):
  function markdown_parse_llm_response (line 22) | def markdown_parse_llm_response(body):

FILE: app/utils/read_config.py
  function read_yaml_file (line 6) | def read_yaml_file(config_file) -> dict:

FILE: app/vectordb/loader.py
  class VectorDBLoader (line 8) | class VectorDBLoader:
    method __init__ (line 9) | def __init__(self, config):
    method load_class (line 12) | def load_class(self):

FILE: app/vectordb/mongodb/handler.py
  class AltasMongoDB (line 7) | class AltasMongoDB(BaseVectorDB):
    method __init__ (line 8) | def __init__(self, uri: str , embeddings: dict={"provider": "default",...
    method connect (line 14) | def connect(self):
    method health_check (line 31) | def health_check(self):
    method clear_collection (line 60) | def clear_collection(self, config_id):
    method generate_embedding (line 69) | def generate_embedding(self, context: str) -> list[float]:
    method prepare_data (line 73) | def prepare_data(self, datasource_name, chunked_document, chunked_sche...
    method _create_index (line 117) | def _create_index(self, collection, index_name):
    method create_knn_index (line 142) | def create_knn_index(self):
    method _find_similar (line 147) | async def _find_similar(self, datasource, collection, query, count, in...
    method find_similar_schema (line 185) | async def find_similar_schema(self, datasource, query,count):
    method find_similar_documentation (line 188) | async def find_similar_documentation(self, datasource, query, count):
    method find_similar_cache (line 191) | async def find_similar_cache(self, datasource, query,count = 3):

FILE: commands/cli.py
  function cli (line 10) | def cli(ctx, debug, config):

FILE: commands/llm.py
  function llm (line 13) | def llm(ctx) -> None:

FILE: setup.py
  function read (line 7) | def read(fname):
  function parse_requirements (line 14) | def parse_requirements(filename):

FILE: tests/conftest.py
  function start_application (line 21) | def start_application() -> FastAPI:
  function app (line 42) | def app() -> Generator[FastAPI, None, None]:
  function db_session (line 53) | def db_session(app: FastAPI) -> Generator[Session, None, None]:
  function client (line 65) | def client(app: FastAPI, db_session: Session) -> Generator[TestClient, N...
  function provider_fixture (line 84) | def provider_fixture(db_session: Session) -> Provider:

FILE: tests/functional/test_connectors.py
  class TestConnectorAPI (line 7) | class TestConnectorAPI:
    method test_list_connectors (line 40) | def test_list_connectors(self, mock_list_connectors, client: TestClien...
    method test_get_connector (line 82) | def test_get_connector(self, mock_get_connector, client: TestClient, m...
    method test_create_connector (line 116) | def test_create_connector(self, mock_create_connector, client: TestCli...
    method test_update_connector (line 163) | def test_update_connector(self, mock_update_connector, client: TestCli...
    method test_delete_connector (line 205) | def test_delete_connector(self, mock_delete_connector, client: TestCli...
    method test_update_schemas (line 247) | def test_update_schemas(self, mock_updateschemas, client: TestClient, ...
    method test_list_configurations (line 290) | def test_list_configurations(self, mock_list_configurations, client: T...
    method test_create_configuration (line 323) | def test_create_configuration(self, mock_create_configuration, client:...
    method test_update_configuration (line 362) | def test_update_configuration(self, mock_update_configuration, client:...
    method test_create_capability (line 399) | def test_create_capability(self, mock_create_capabilities, client: Tes...
    method test_list_capabilities (line 444) | def test_list_capabilities(self, mock_get_all_capabilities, client: Te...
    method test_update_capability (line 485) | def test_update_capability(self, mock_update_capability, client: TestC...
    method test_delete_capability (line 530) | def test_delete_capability(self, mock_delete_capability, client: TestC...

FILE: tests/functional/test_llmchat.py
  class TestLLMChat (line 6) | class TestLLMChat:
    method chat_payload (line 10) | def chat_payload(self):
    method feedback_payload (line 22) | def feedback_payload(self):
    method test_create_chat (line 51) | def test_create_chat(self, mock_create_chat, client: TestClient, chat_...
    method test_create_feedback (line 88) | def test_create_feedback(self, mock_create_feedback, client: TestClien...
    method test_list_chats_by_context (line 125) | def test_list_chats_by_context(self, mock_list_chats_by_context, clien...
    method test_get_chat_by_context (line 162) | def test_get_chat_by_context(self, mock_list_all_chats_by_context_id, ...

FILE: tests/functional/test_provider.py
  class TestProviderAPI (line 8) | class TestProviderAPI:
    method test_list_providers (line 40) | def test_list_providers(self, mock_list_providers, client: TestClient,...
    method test_get_provider (line 81) | def test_get_provider(self, mock_get_provider, client: TestClient, moc...
    method test_test_connections (line 146) | def test_test_connections(self, mock_test_credentials, client: TestCli...
    method test_getllmproviders (line 181) | def test_getllmproviders(self, mock_getllmproviders, client: TestClien...

FILE: tests/integration/test_integration_connector.py
  class TestConnectorAPI (line 10) | class TestConnectorAPI:
    method test_create_connector_type_2 (line 14) | def test_create_connector_type_2(self, mock_get_config_types, client: ...

FILE: tests/unittest/test_svc/test_svc_provider.py
  class TestProviderAPI (line 12) | class TestProviderAPI:
    method test_get_provider_success (line 16) | def test_get_provider_success(self, mock_repo, db_session: Session):
    method test_get_provider_db_error (line 43) | def test_get_provider_db_error(self, mock_repo, db_session: Session):
    method test_get_provider_not_found (line 56) | def test_get_provider_not_found(self, mock_repo, db_session: Session):

FILE: ui/src/App.jsx
  function App (line 3) | function App() {

FILE: ui/src/components/Button/Button.jsx
  constant BUTTON_TYPE (line 18) | const BUTTON_TYPE = {
  constant BUTTON_VARIANT (line 24) | const BUTTON_VARIANT = {

FILE: ui/src/components/Chart/AreaChart/AreaChart.jsx
  function AreaChart (line 4) | function AreaChart({ title = "Area Chart", data = [], xAxis = "name", yA...

FILE: ui/src/components/Chart/PieChart/PieChart.jsx
  constant COLORS (line 5) | const COLORS = ['#3893FF', '#84BCFF', '#CDE5FF', '#FF8042'];

FILE: ui/src/components/ChatBox/ChatDropdownMenu/ChatDropdownMenu.jsx
  function ChatDropdownMenu (line 6) | function ChatDropdownMenu({ handleNavigateChatContext = () => {}, data =...

FILE: ui/src/components/ChatBox/ChatHistoryButton.jsx
  function ChatHistoryButton (line 3) | function ChatHistoryButton({icon,text, onClick = ()=>{}}) {

FILE: ui/src/components/ChatBox/ChatHistorySideBar.jsx
  function ChatHistorySideBar (line 10) | function ChatHistorySideBar({handleNavigateChatContext=()=>{}, onCreateN...

FILE: ui/src/components/ChatBox/Feedback.jsx
  function Feedback (line 5) | function Feedback({ onSubmit=()=>{}, message={}, onFeedBackClose = ()=>{...

FILE: ui/src/components/ChatBox/Summary.jsx
  function Summary (line 7) | function Summary({message={}}) {

FILE: ui/src/components/ChatBox/Time.jsx
  function Time (line 3) | function Time({message={}, time= "", onLike = ()=>{}, onDisLike = ()=>{}...

FILE: ui/src/components/RouteTab/RouteTab.jsx
  function RouteTab (line 4) | function RouteTab({className, TabName="", Deployroutes, TabStyle, Contai...

FILE: ui/src/config/const.js
  constant API_URL (line 2) | const  API_URL = (import.meta.env.VITE_BACKEND_URL ?? defaultBackednURL)...
  constant BACKEND_SERVER_URL (line 3) | const  BACKEND_SERVER_URL = import.meta.env.VITE_BACKEND_URL ?? defaultB...
  constant SLACK_URL (line 4) | const  SLACK_URL = "https://theailounge.slack.com"

FILE: ui/src/embedbot/ChatBot.jsx
  function ChatBot (line 15) | function ChatBot({ apiURL, configID, uiSize }) {
  function scrollToLastMessage (line 169) | function scrollToLastMessage(delay) {

FILE: ui/src/layouts/auth/UserLogin.jsx
  function capitalizeFirstLetter (line 33) | function capitalizeFirstLetter(str) {

FILE: ui/src/layouts/dashboard/DashboadBody.jsx
  function generateContextUUID (line 18) | function generateContextUUID() {

FILE: ui/src/pages/Configuration/SchemaTable/SchemaTable.jsx
  function SchemaTable (line 11) | function SchemaTable({ data, itemsPerPage = 8 }) {

FILE: ui/src/pages/Preview/ChatBox.jsx
  function generateContextUUID (line 144) | function generateContextUUID() {