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revert: "chore(cleanup)!: remove tool_runtime.rag_tool" (#3877)

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Reverts llamastack/llama-stack#3871

This PR broke RAG (even from Responses -- there _is_ a dependency)
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Ashwin Bharambe 2025-10-21 11:22:06 -07:00 • committed by GitHub
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llama_stack/providers/registry/vector_io.py
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@ -119,7 +119,7 @@ Datasets that can fit in memory, frequent reads | Faiss | Optimized for speed, i
#### Empirical Example
Consider the histogram below in which 10,000 randomly generated strings were inserted
in batches of 100 into both Faiss and sqlite-vec.
in batches of 100 into both Faiss and sqlite-vec using `client.tool_runtime.rag_tool.insert()`.
```{image} ../../../../_static/providers/vector_io/write_time_comparison_sqlite-vec-faiss.png
:alt: Comparison of SQLite-Vec and Faiss write times