SYMBOL INDEX (135 symbols across 33 files)

FILE: app/app.py
  function prepare_environment (line 20) | def prepare_environment():
  function initialize_session_state (line 46) | def initialize_session_state():
  function initialize_chat_data (line 55) | def initialize_chat_data():

FILE: app/backend/callbacks/arxiv_callbacks.py
  class LLMThoughtWithKnowledgeBase (line 11) | class LLMThoughtWithKnowledgeBase(LLMThought):
    method on_tool_end (line 12) | def on_tool_end(
  class ChatDataAgentCallBackHandler (line 34) | class ChatDataAgentCallBackHandler(StreamlitCallbackHandler):
    method on_llm_start (line 35) | def on_llm_start(

FILE: app/backend/callbacks/llm_thought_with_table.py
  class ChatDataSelfQueryCallBack (line 8) | class ChatDataSelfQueryCallBack(StreamlitCallbackHandler):
    method __init__ (line 9) | def __init__(self):
    method on_llm_start (line 14) | def on_llm_start(
    method on_chain_end (line 20) | def on_chain_end(self, outputs, **kwargs) -> None:
    method on_chain_start (line 24) | def on_chain_start(self, serialized, inputs, **kwargs) -> None:
    method on_llm_end (line 28) | def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None:

FILE: app/backend/callbacks/self_query_callbacks.py
  class CustomSelfQueryRetrieverCallBackHandler (line 10) | class CustomSelfQueryRetrieverCallBackHandler(StreamlitCallbackHandler):
    method __init__ (line 11) | def __init__(self):
    method on_llm_start (line 16) | def on_llm_start(
    method on_chain_end (line 22) | def on_chain_end(self, outputs, **kwargs) -> None:
    method on_llm_end (line 27) | def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None:
  class ChatDataSelfAskCallBackHandler (line 36) | class ChatDataSelfAskCallBackHandler(StreamlitCallbackHandler):
    method __init__ (line 37) | def __init__(self) -> None:
    method on_llm_start (line 41) | def on_llm_start(self, serialized, prompts, **kwargs) -> None:
    method on_llm_end (line 44) | def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None:
    method on_chain_start (line 54) | def on_chain_start(self, serialized, inputs, **kwargs) -> None:

FILE: app/backend/callbacks/vector_sql_callbacks.py
  class VectorSQLSearchDBCallBackHandler (line 9) | class VectorSQLSearchDBCallBackHandler(StreamlitCallbackHandler):
    method __init__ (line 10) | def __init__(self) -> None:
    method on_llm_start (line 16) | def on_llm_start(self, serialized, prompts, **kwargs) -> None:
    method on_llm_end (line 19) | def on_llm_end(
    method on_chain_start (line 34) | def on_chain_start(self, serialized, inputs, **kwargs) -> None:
    method on_chain_end (line 41) | def on_chain_end(self, outputs, **kwargs) -> None:
  class VectorSQLSearchLLMCallBackHandler (line 45) | class VectorSQLSearchLLMCallBackHandler(VectorSQLSearchDBCallBackHandler):
    method __init__ (line 46) | def __init__(self, table: str) -> None:

FILE: app/backend/chains/retrieval_qa_with_sources.py
  class CustomRetrievalQAWithSourcesChain (line 14) | class CustomRetrievalQAWithSourcesChain(RetrievalQAWithSourcesChain):
    method _call (line 21) | def _call(
    method _acall (line 61) | async def _acall(
    method _chain_type (line 69) | def _chain_type(self) -> str:

FILE: app/backend/chains/stuff_documents.py
  class CustomStuffDocumentChain (line 9) | class CustomStuffDocumentChain(StuffDocumentsChain):
    method _get_inputs (line 12) | def _get_inputs(self, docs: List[Document], **kwargs: Any) -> dict:
    method combine_docs (line 44) | def combine_docs(
    method _chain_type (line 64) | def _chain_type(self) -> str:

FILE: app/backend/chat_bot/chat.py
  function on_chat_submit (line 29) | def on_chat_submit():
  function clear_history (line 44) | def clear_history():
  function back_to_main (line 49) | def back_to_main():
  function refresh_sessions (line 62) | def refresh_sessions():
  function on_session_change_submit (line 101) | def on_session_change_submit():
  function create_private_knowledge_base_as_tool (line 139) | def create_private_knowledge_base_as_tool():
  function remove_private_knowledge_bases (line 164) | def remove_private_knowledge_bases():
  function refresh_agent (line 181) | def refresh_agent():
  function add_file (line 205) | def add_file():
  function clear_files (line 223) | def clear_files():

FILE: app/backend/chat_bot/json_decoder.py
  class CustomJSONEncoder (line 5) | class CustomJSONEncoder(json.JSONEncoder):
    method default (line 6) | def default(self, obj):
  class CustomJSONDecoder (line 12) | class CustomJSONDecoder(json.JSONDecoder):
    method __init__ (line 13) | def __init__(self, *args, **kwargs):
    method object_hook (line 17) | def object_hook(self, source):

FILE: app/backend/chat_bot/message_converter.py
  function _message_from_dict (line 14) | def _message_from_dict(message: dict) -> BaseMessage:
  class DefaultClickhouseMessageConverter (line 35) | class DefaultClickhouseMessageConverter(DefaultMessageConverter):
    method __init__ (line 38) | def __init__(self, table_name: str):
    method to_sql_model (line 42) | def to_sql_model(self, message: BaseMessage, session_id: str) -> Any:
    method from_sql_model (line 60) | def from_sql_model(self, sql_message: Any) -> BaseMessage:
    method get_sql_model_class (line 66) | def get_sql_model_class(self) -> Any:

FILE: app/backend/chat_bot/private_knowledge_base.py
  class ChatBotKnowledgeTable (line 16) | class ChatBotKnowledgeTable:
    method __init__ (line 17) | def __init__(self, host, port, username, password,
    method list_files (line 72) | def list_files(self, user_id: str):
    method add_by_file (line 82) | def add_by_file(self, user_id, files: List[UploadedFile]):
    method clear (line 92) | def clear(self, user_id: str):
    method create_private_knowledge_base (line 101) | def create_private_knowledge_base(
    method list_private_knowledge_bases (line 124) | def list_private_knowledge_bases(self, user_id: str, private_knowledge...
    method remove_private_knowledge_bases (line 133) | def remove_private_knowledge_bases(self, user_id: str, private_knowled...
    method as_retrieval_tools (line 140) | def as_retrieval_tools(self, user_id, tool_name=None):

FILE: app/backend/chat_bot/session_manager.py
  function get_sessions (line 15) | def get_sessions(engine, model_class, user_id):
  class SessionManager (line 27) | class SessionManager:
    method __init__ (line 28) | def __init__(
    method list_sessions (line 52) | def list_sessions(self, user_id: str):
    method modify_system_prompt (line 70) | def modify_system_prompt(self, session_id, sys_prompt):
    method add_session (line 81) | def add_session(self, user_id: str, session_id: str, system_prompt: st...
    method remove_session (line 91) | def remove_session(self, session_id: str):

FILE: app/backend/chat_bot/tools.py
  function parse_files (line 13) | def parse_files(api_key, user_id, files: List[UploadedFile]):
  function extract_embedding (line 53) | def extract_embedding(embeddings: Embeddings, texts):
  function create_message_history_table (line 63) | def create_message_history_table(table_name: str, base_class):
  function create_session_table (line 85) | def create_session_table(table_name: str, DynamicBase):

FILE: app/backend/constants/myscale_tables.py
  function hint_arxiv (line 10) | def hint_arxiv():
  function hint_sql_arxiv (line 22) | def hint_sql_arxiv():
  function hint_wiki (line 41) | def hint_wiki():
  function hint_sql_wiki (line 51) | def hint_sql_wiki():

FILE: app/backend/constants/variables.py
  class RetrieverButtons (line 35) | class RetrieverButtons:
  function update_global_config (line 45) | def update_global_config(new_config: GlobalConfig):

FILE: app/backend/construct/build_agents.py
  function create_agent_executor (line 27) | def create_agent_executor(
  function build_agents (line 58) | def build_agents(

FILE: app/backend/construct/build_all.py
  function load_embedding_model_for_table (line 18) | def load_embedding_model_for_table(table_name: str) -> \
  function load_embedding_models (line 26) | def load_embedding_models() -> Dict[str, Union[HuggingFaceEmbeddings, Hu...
  function update_retriever_tools (line 34) | def update_retriever_tools():
  function build_chains_retriever_for_table (line 53) | def build_chains_retriever_for_table(table_name: str) -> ChainsAndRetrie...
  function build_chains_and_retrievers (line 90) | def build_chains_and_retrievers() -> Dict[str, Dict[str, Any]]:

FILE: app/backend/construct/build_chains.py
  function build_retrieval_qa_with_sources_chain (line 14) | def build_retrieval_qa_with_sources_chain(

FILE: app/backend/construct/build_chat_bot.py
  function build_chat_knowledge_table (line 10) | def build_chat_knowledge_table():
  function initialize_session_manager (line 23) | def initialize_session_manager():

FILE: app/backend/construct/build_retriever_tool.py
  class RetrieverInput (line 11) | class RetrieverInput(BaseModel):
  function create_retriever_tool (line 15) | def create_retriever_tool(

FILE: app/backend/construct/build_retrievers.py
  function build_self_query_retriever (line 21) | def build_self_query_retriever(table_name: str) -> SelfQueryRetriever:
  function build_vector_sql_db_chain_retriever (line 65) | def build_vector_sql_db_chain_retriever(table_name: str) -> VectorSQLDat...

FILE: app/backend/retrievers/self_query.py
  function process_self_query (line 17) | def process_self_query(selected_table, query_type):

FILE: app/backend/retrievers/vector_sql_output_parser.py
  class VectorSQLRetrieveOutputParser (line 6) | class VectorSQLRetrieveOutputParser(VectorSQLOutputParser):
    method _type (line 13) | def _type(self) -> str:
    method parse (line 16) | def parse(self, text: str) -> Dict[str, Any]:

FILE: app/backend/retrievers/vector_sql_query.py
  function process_sql_query (line 16) | def process_sql_query(selected_table: str, query_type: str):

FILE: app/backend/types/chains_and_retrievers.py
  class MetadataColumn (line 11) | class MetadataColumn:
  class ChainsAndRetrievers (line 18) | class ChainsAndRetrievers:
    method to_dict (line 25) | def to_dict(self) -> Dict[str, Any]:

FILE: app/backend/types/global_config.py
  class GlobalConfig (line 6) | class GlobalConfig:

FILE: app/backend/types/table_config.py
  class TableConfig (line 9) | class TableConfig:

FILE: app/backend/vector_store/myscale_without_metadata.py
  class MyScaleWithoutMetadataJson (line 10) | class MyScaleWithoutMetadataJson(MyScale):
    method __init__ (line 11) | def __init__(self, embedding: Embeddings, config: Optional[MyScaleSett...
    method _build_qstr (line 19) | def _build_qstr(
    method similarity_search_by_vector (line 38) | def similarity_search_by_vector(self, embedding: List[float], k: int =...

FILE: app/logger.py
  function setup_logger (line 4) | def setup_logger():

FILE: app/ui/chat_page.py
  function render_session_manager (line 22) | def render_session_manager():
  function render_session_selection (line 40) | def render_session_selection():
  function render_files_manager (line 52) | def render_files_manager():
  function _render_create_personal_knowledge_bases (line 70) | def _render_create_personal_knowledge_bases(div: DeltaGenerator):
  function _render_remove_personal_knowledge_bases (line 99) | def _render_remove_personal_knowledge_bases(div: DeltaGenerator):
  function render_personal_tools_build (line 116) | def render_personal_tools_build():
  function render_knowledge_base_selector (line 123) | def render_knowledge_base_selector():
  function chat_page (line 141) | def chat_page():

FILE: app/ui/home.py
  function render_home (line 19) | def render_home():
  function render_home_header (line 30) | def render_home_header():
  function _render_self_query_chain_content (line 70) | def _render_self_query_chain_content():
  function _render_chat_bot_content (line 94) | def _render_chat_bot_content():
  function render_home_content (line 126) | def render_home_content():
  function render_home_footer (line 133) | def render_home_footer():

FILE: app/ui/retrievers.py
  function back_to_main (line 11) | def back_to_main():
  function _render_table_selector (line 20) | def _render_table_selector() -> str:
  function render_retrievers (line 37) | def render_retrievers():
  function render_tab_sql (line 53) | def render_tab_sql(selected_table: str):
  function render_tab_self_query (line 76) | def render_tab_self_query(selected_table):

FILE: app/ui/utils.py
  function display (line 4) | def display(dataframe, columns_=None, index=None):