Local Flow

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A minimal, local, GPU-accelerated RAG server for document ingestion and querying.

Install

How to run this server

[ { "cmd": "pip install sentence-transformers", "imports": [] } ]

server path: local-flow

Tools

What this server exposes

add_source

Add a new source (PDF, webpage, or git repository) to the RAG system for indexing

query_context

Query the indexed sources with a prompt, returning relevant document chunks with configurable top_k and source filtering

list_sources

List all currently indexed sources with their metadata (ID, type, description, chunk count)

remove_source

Remove a source's metadata from the index (does not delete embeddings)

Configuration

Environment & auth

authnone

Resources