TouchDesigner RAG Wiki Index

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.

Files

model/td_index.faiss
- FAISS index generated using all-mpnet-base-v2 embeddings.
model/td_metadata.json
- Metadata (text chunks, titles, categories) matching td_index.faiss.
model/td_index_mini.faiss
- FAISS index generated using all-MiniLM-L6-v2 embeddings.
model/td_metadata_mini.json
- Metadata matching td_index_mini.faiss.

Usage

You can load the FAISS indexes with faiss.read_index and match queries using your own embedding model or retrieval pipeline.

The preprocessing, embedding, and search scripts are available at:
GitHub - TouchDesigner RAG

The retrieval system is typically used alongside a local LLM (e.g., via Ollama).

Notes

The offline wiki documentation was automatically chunked without extensive manual cleaning.
Some redundant, outdated, or imperfect text segments may exist.
You are encouraged to refine the data, add external sources, or re-train indexes as needed.
A more curated version may be published in future updates.

License

This project is licensed under the MIT License.

Disclaimer:
The offline TouchDesigner documentation remains the property of Derivative Inc. and is used here purely for educational and research purposes.