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README

rag_framework

basic framework for rag(retrieval augment generation)

Core symbols most depended-on inside this repo

predict_vec

called by 7

src/models/vec_model/vec_model.py

src/models/llm/llm_model.py

post

called by 2

src/server/handlers/llm_handler.py

called by 2

src/searcher/searcher.py

build_llm_prompt

called by 1

src/dm/dialogue_manager.py

launch_service

called by 1

src/server/main_service_online.py

StartLlmHandler

called by 1

src/server/handlers/llm_handler.py

Shape

Method 37

Class 11

Function 9

Languages

Python100%

Modules by API surface

src/searcher/vec_searcher/vec_index.py8 symbols

src/searcher/vec_searcher/vec_searcher.py7 symbols

src/models/vec_model/vec_model.py5 symbols

src/models/llm/llm_model.py5 symbols

src/server/handlers/vec_model_handler.py4 symbols

src/server/handlers/search_handler.py4 symbols

src/server/handlers/llm_handler.py4 symbols

src/server/handlers/dialogue_manager_handler.py4 symbols

src/server/client.py4 symbols

src/searcher/searcher.py4 symbols

src/dm/dialogue_manager.py4 symbols

src/models/vec_model/simcse_model.py3 symbols

For agents

$ claude mcp add basic_rag \
  -- python -m otcore.mcp_server <graph>

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