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@@ -43,7 +43,7 @@ You can load the FAISS indexes with `faiss.read_index` and match queries using y
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  The preprocessing, embedding, and search scripts are available at:
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  [GitHub - TouchDesigner RAG](https://github.com/cnbjjj/td-rag)
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- > The retrieval system is typically used alongside a local LLM (e.g., via [Ollama](https://ollama.com/)).
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  The preprocessing, embedding, and search scripts are available at:
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  [GitHub - TouchDesigner RAG](https://github.com/cnbjjj/td-rag)
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+ The retrieval system is typically used alongside a local LLM (e.g., via [Ollama](https://ollama.com/)).
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  ---
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