Local Flow
JSON →A minimal, local, GPU-accelerated RAG server for document ingestion and querying.
Install
pip install sentence-transformers Tools · 4
- 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)
Links
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