A local LLM + RAG system designed to enhance documentation search for beginners, powered by FAISS vector search and an Ollama powered local LLM.
The current knowledge base is built from TouchDesigner's offline wiki located in `Samples/Learn/OfflineHelp` and is still undergoing refinement.
Prebuilt FAISS indexes use all-MiniLM-L6-v2 (Flat and HNSW) and all-mpnet-base-v2 (Flat) embeddings.
Hugging Face - Precompiled Indexes
GitHub - Source Code and Scripts
Feel free to try it out, refine the chunking, or expand the data sources