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README.md

@@ -195,6 +195,8 @@ This represents a **strategic shift** from concept-based LLM answers to **compli
     - Headings, tables, metrics, and sections are normalized
     - Output is optimized for both vector search and fact extraction
 
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 3. **Vector Index (FAISS)**
     - Chunks are embedded using OCI Cohere multilingual embeddings
     - Enables semantic recall