Functions — github.com/MobilaName/local-rag-mcp

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Functions26 in github.com/MobilaName/local-rag-mcp

⨍ Functions 26 ◇ Types & classes 2

↓ 3 callersFunctionbuild_index

Build FAISS index from documents.

src/rag/build_index.py:14

↓ 2 callersFunction_ensure_index_exists

Ensure FAISS index exists, build it if it doesn't.

src/rag/query.py:26

↓ 2 callersMethod_send

Send JSON-RPC message and receive response.

src/mcp/client.py:23

↓ 2 callersFunctionask_llm

Query Ollama LLM.

src/rag/query.py:128

↓ 2 callersFunctionbuild_prompt

Build prompt with retrieved context.

src/rag/query.py:93

↓ 2 callersFunctionchunk_documents

Chunk all documents into smaller pieces.

src/rag/chunk.py:25

↓ 2 callersMethodclose

Clean up resources.

src/assistant.py:161

↓ 2 callersFunctionembed_chunks

Generate embeddings for all chunks.

src/rag/embed.py:13

↓ 2 callersFunctioningest_documents

Ingest all documents from the documents directory.

src/rag/ingest.py:30

↓ 2 callersMethodquery

Answer a question using RAG and optionally MCP tools.

src/assistant.py:120

↓ 2 callersFunctionretrieve

Retrieve relevant chunks for a query.

src/rag/query.py:76

↓ 1 callersMethod_call_mcp_tool

Call an MCP tool with given name and arguments.

src/assistant.py:109

↓ 1 callersMethod_init_mcp

Initialize MCP client.

src/assistant.py:22

↓ 1 callersMethod_llm_decide_mcp_usage

Ask LLM if MCP tools are needed based on query and retrieved contexts.

src/assistant.py:35

↓ 1 callersFunctionask

Answer a question using RAG.

src/rag/query.py:141

↓ 1 callersMethodcall_tool

Call an MCP tool.

src/mcp/client.py:51

↓ 1 callersFunctionchunk_text

Split text into chunks with overlap.

src/rag/chunk.py:12

↓ 1 callersMethodinitialize

Initialize MCP connection.

src/mcp/client.py:35

↓ 1 callersFunctionload_document

Load document content based on file type.

src/rag/ingest.py:14

↓ 1 callersFunctionmain

Main entry point for the assistant.

src/assistant.py:17

src/mcp/client.py:9

Close the MCP connection.

src/mcp/client.py:66

Functionlist_documents

Lists all available documents in the knowledge base.

src/mcp/server.py:30

Functionread_document

Reads a document from the knowledge base.

src/mcp/server.py:13

Functionsearch_documents

Searches for documents by name (case-insensitive).

src/mcp/server.py:51