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RAG & HNSW Vector Retrieval
Step through document chunking, dense vector embeddings, hierarchical small world graph traversal, and hybrid Reciprocal Rank Fusion
STEP 1 OF 6
Document Parsing & Overlapping Chunking
Large raw documents must be broken down into smaller, manageable text chunks before vector search. Using an overlapping sliding window ensures key context across sentence or block boundaries isn't lost during retrieval.
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