Functions — github.com/Azure-Samples/rag-postgres-openai-python

hub / github.com/Azure-Samples/rag-postgres-openai-python / functions

Functions182 in github.com/Azure-Samples/rag-postgres-openai-python

⨍ Functions 182◇ Types & classes 47 ↳ Endpoints 5

Functionfree_port

Returns a free port for the test server to bind.

tests/e2e.py:32

Methodget_aggregate_stats

(cls, df)

evals/evaluate.py:37

Functionget_async_db_session

( sessionmaker: Annotated[async_sessionmaker[AsyncSession], Depends(get_async_sessionmaker)], )

src/backend/fastapi_app/dependencies.py:126

Functionget_async_sessionmaker

( request: Request, )

src/backend/fastapi_app/dependencies.py:114

Functionget_context

( request: Request, )

src/backend/fastapi_app/dependencies.py:120

Functionget_openai_chat_client

Get the OpenAI chat client

src/backend/fastapi_app/dependencies.py:133

Functionget_openai_embed_client

Get the OpenAI embed client

src/backend/fastapi_app/dependencies.py:140

Methodget_token

( self, *scopes: str, claims: Optional[str] = None, tenant_id: Optional[str] =

src/backend/fastapi_app/routes/frontend_routes.py:10

Functionitem_handler

A simple API to get an item by ID.

src/backend/fastapi_app/routes/api_routes.py:48

Functionlifespan

(app: fastapi.FastAPI)

src/backend/fastapi_app/__init__.py:35

Functionlive_server_url

(mock_session_env, free_port: int)

tests/e2e.py:45

Functionmock_acreate

(*args, **kwargs)

tests/conftest.py:155

Functionmock_azure_credential

Mock the Azure credential for testing.

tests/conftest.py:346

Functionmock_openai_chatcompletion

(monkeypatch_session)

tests/conftest.py:175

Functionmock_openai_embedding

(monkeypatch_session)

tests/conftest.py:154

Functionmock_session_env

Mock the environment variables for testing.

tests/conftest.py:50

Functionmock_session_env_ollama

Mock the environment variables for testing.

tests/conftest.py:109

Functionmock_session_env_openai

Mock the environment variables for testing.

tests/conftest.py:81

Functionmonkeypatch_session

()

tests/conftest.py:44

FunctiononEnterPress

(ev: React.KeyboardEvent<Element>)

src/frontend/src/components/QuestionInput/QuestionInput.tsx:35

FunctiononExampleClicked

(example: string)

src/frontend/src/pages/chat/Chat.tsx:176

FunctiononPromptTemplateChange

(_ev?: React.FormEvent<HTMLInputElement | HTMLTextAreaElement>, newValue?: string)

src/frontend/src/pages/chat/Chat.tsx:152

FunctiononQuestionChange

(_ev: React.FormEvent<HTMLInputElement | HTMLTextAreaElement>, newValue?: string)

src/frontend/src/components/QuestionInput/QuestionInput.tsx:42

FunctiononRetrievalModeChange

(_ev: React.FormEvent<HTMLDivElement>, option?: IDropdownOption<RetrievalMode> | undefined)

src/frontend/src/components/VectorSettings/VectorSettings.tsx:14

FunctiononRetrieveCountChange

(_ev?: React.SyntheticEvent<HTMLElement, Event>, newValue?: string)

src/frontend/src/pages/chat/Chat.tsx:164

FunctiononShouldStreamChange

(_ev?: React.FormEvent<HTMLElement | HTMLInputElement>, checked?: boolean)

src/frontend/src/pages/chat/Chat.tsx:172

FunctiononTemperatureChange

( newValue: number, range?: [number, number], event?: React.MouseEvent | React.TouchEv

src/frontend/src/pages/chat/Chat.tsx:156

FunctiononUseAdvancedFlowChange

(_ev?: React.FormEvent<HTMLElement | HTMLInputElement>, checked?: boolean)

src/frontend/src/pages/chat/Chat.tsx:168

Functionpostgres_searcher

(mock_session_env, mock_azure_credential, db_session, mock_openai_embedding)

tests/conftest.py:374

Methodprepare_context

(self)

src/backend/fastapi_app/rag_base.py:46

Methodprepare_context

(self)

src/backend/fastapi_app/rag_advanced.py:110

Functionregister_custom_types

(dbapi_connection: AdaptedConnection, *args)

src/backend/fastapi_app/postgres_engine.py:39

FunctionrenderFileViewer

()

src/frontend/src/components/AnalysisPanel/AnalysisPanel.tsx:51

Functionrun_server

(port: int)

tests/e2e.py:40

Methodsearch_database

Search PostgreSQL database for relevant products based on user query Args: search_query: English query string to use for

src/backend/fastapi_app/rag_advanced.py:76

Functionsearch_handler

A search API to find items based on a query.

src/backend/fastapi_app/routes/api_routes.py:80

Functionsimilar_handler

A similarity API to find items similar to items with given ID.

src/backend/fastapi_app/routes/api_routes.py:57

Functionsource_to_text

(source)

evals/generate_ground_truth.py:68

Functiontest_advanced_chat_flow

test the advanced chat flow route with hybrid retrieval mode

tests/test_api_routes.py:170

Functiontest_advanced_chat_streaming_flow

test the advanced chat streaming flow route with hybrid retrieval mode

tests/test_api_routes.py:189

Functiontest_assets

test the assets route with an existing file

tests/test_frontend_routes.py:47

Functiontest_assets_non_existent_404

test the assets route with a non-existent file

tests/test_frontend_routes.py:36

Functiontest_chat

(page: Page, live_server_url: str)

tests/e2e.py:59

Functiontest_chat_customization

(page: Page, live_server_url: str)

tests/e2e.py:102

Functiontest_chat_non_json_422

test the chat route with a non-json request

tests/test_api_routes.py:207

Functiontest_chat_nonstreaming

(page: Page, live_server_url: str)

tests/e2e.py:151

Functiontest_client

Create a test client.

tests/conftest.py:354

Functiontest_compute_text_embedding

(mock_azure_credential, mock_openai_embedding)

tests/test_embeddings.py:9

Functiontest_compute_text_embedding_dimensions

(mock_azure_credential, mock_openai_embedding)

tests/test_embeddings.py:21

Functiontest_create_openai_chat_client

(mock_azure_credential, mock_openai_chatcompletion)

tests/test_openai_clients.py:18

Functiontest_create_openai_embed_client

(mock_azure_credential, mock_openai_embedding)

tests/test_openai_clients.py:8

Functiontest_create_postgres_engine

(mock_session_env, mock_azure_credential)

tests/test_postgres_engine.py:14

Functiontest_create_postgres_engine_from_args

(mock_azure_credential)

tests/test_postgres_engine.py:43

Functiontest_create_postgres_engine_from_env

(mock_session_env, mock_azure_credential)

tests/test_postgres_engine.py:31

Functiontest_favicon

test the favicon route

tests/test_frontend_routes.py:22

Functiontest_get_azure_credential

(mock_session_env, mock_azure_credential)

tests/test_dependencies.py:37

Functiontest_get_common_parameters

(mock_session_env)

tests/test_dependencies.py:7

Functiontest_get_common_parameters_ollama

(mock_session_env_ollama)

tests/test_dependencies.py:17

Functiontest_get_common_parameters_openai

(mock_session_env_openai)

tests/test_dependencies.py:27

Functiontest_home

(page: Page, live_server_url: str)

tests/e2e.py:54

Functiontest_index

test the index route

tests/test_frontend_routes.py:7

Functiontest_item_handler

test the item_handler route

tests/test_api_routes.py:9

Functiontest_item_handler_404

test the item_handler route with a non-existent item

tests/test_api_routes.py:25

Functiontest_postgres_build_filter_clause_with_filters

(postgres_searcher)

tests/test_postgres_searcher.py:12

Functiontest_postgres_build_filter_clause_with_filters_numeric

(postgres_searcher)

tests/test_postgres_searcher.py:23

Functiontest_postgres_build_filter_clause_without_filters

(postgres_searcher)

tests/test_postgres_searcher.py:7

Functiontest_postgres_searcher_search

(postgres_searcher)

tests/test_postgres_searcher.py:40

Functiontest_postgres_searcher_search_and_embed

(postgres_searcher)

tests/test_postgres_searcher.py:52

Functiontest_postgres_searcher_search_and_embed_empty_text_search

(postgres_searcher)

tests/test_postgres_searcher.py:47

Functiontest_postgres_searcher_search_empty_text_search

(postgres_searcher)

tests/test_postgres_searcher.py:35

Functiontest_search_handler

test the search_handler route

tests/test_api_routes.py:83

Functiontest_search_handler_422

test the search_handler route with missing query parameters

tests/test_api_routes.py:99

Functiontest_similar_handler

test the similar_handler route

tests/test_api_routes.py:37

Functiontest_similar_handler_404

test the similar_handler route with a non-existent item

tests/test_api_routes.py:71

Functiontest_similar_handler_422

test the similar_handler route with missing query parameters

tests/test_api_routes.py:60

Functiontest_simple_chat_flow

test the simple chat flow route with hybrid retrieval mode

tests/test_api_routes.py:110

Functiontest_simple_chat_flow_message_history

test the simple chat flow route with hybrid retrieval mode

tests/test_api_routes.py:129

Functiontest_simple_chat_streaming_flow

test the simple chat streaming flow route with hybrid retrieval mode

tests/test_api_routes.py:152

Methodto_str_for_rag

(self)

src/backend/fastapi_app/api_models.py:39

Functionupdate_password_token

(dialect, conn_rec, cargs, cparams)

src/backend/fastapi_app/postgres_engine.py:47

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