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---
license: mit
library_name: sentence-transformers
pipeline_tag: text-retrieval
tags:
- faiss
- touchdesigner
- wiki
- rag
---
# 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](https://github.com/cnbjjj/td-rag)
> The retrieval system is typically used alongside a local LLM (e.g., via [Ollama](https://ollama.com/)).
---
## 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Some redundant, outdated, or imperfect text segments may exist.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.
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