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Update README.md

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@@ -29,4 +29,7 @@ Data is built from ~180k Lean theorems extracted via LeanDojo for **Lean 4.20.1*
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  - `adapter/adapter_config.json` & `adapter/adapter_model.safetensors` — LoRA weights for the encoder
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  - `faiss/<*.idx>` — HNSW FAISS index (built for cosine/inner-product search)
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- - `faiss/*public_index.jsonl` — public mapping `{ idx, full_name, statement }`
 
 
 
 
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  - `adapter/adapter_config.json` & `adapter/adapter_model.safetensors` — LoRA weights for the encoder
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  - `faiss/<*.idx>` — HNSW FAISS index (built for cosine/inner-product search)
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+ - `faiss/*public_index.jsonl` — public mapping `{ idx, full_name, statement }`
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+
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+ ## DEMO
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+ https://github.com/IsaacLi74/Lightweight-and-LLM-Free-Semantic-Search-for-mathlib4