This repository contains precompiled FAISS vector indexes and metadata files built from the offline TouchDesigner wiki (Samples/Learn/OfflineHelp).
It is intended for use in local Retrieval-Augmented Generation (RAG) systems to assist in answering TouchDesigner-related questions.
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td_index_mini_flat_l2.faiss
- FAISS index generated using all-MiniLM-L6-v2 embeddings (Flat L2).
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td_metadata_mini_flat_l2.json
- Metadata corresponding to
td_index_mini_flat_l2.faiss.
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td_index_mini_hnsw_l2.faiss
- FAISS index generated using all-MiniLM-L6-v2 embeddings (HNSW L2).
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td_metadata_mini_hnsw_l2.json
- Metadata corresponding to
td_index_mini_hnsw.faiss.
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td_index_mpnet_flat_l2.faiss
- FAISS index generated using all-mpnet-base-v2 embeddings (Flat L2).
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td_metadata_mpnet_flat_l2.json
- Metadata corresponding to
td_index_mpnet_flat_l2.faiss.
The preprocessing, embedding, and search scripts are available at:
GitHub - TouchDesigner RAGThe retrieval system is typically used alongside a local LLM (e.g., via
Ollama).
You can also try the online semantic search demo (FAISS retrieval only) here:
TouchDesigner Wiki Search (Hugging Face Space)This project is licensed under the MIT License.
