hnsw-indexing

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Ankan0503 / RagInGoa

Voice-enabled Hindi RAG over a 3.43M-vector Qdrant index. Speech streams to Sarvam realtime STT as you talk, queries are answered by hybrid dense + sparse BM25 retrieval with reciprocal rank fusion, and answers stream back token-by-token through four guardrail stages. FastAPI + React. HH Goa 2026.

rag qdrant-vector-database rag-pipeline e5-embeddings hnsw-indexing hhgoa

Updated Aug 22, 2026
Python

engineer0427 / Atlas-Showcase

Sponsor

Star

Enterprise IP-SaaS Infrastructure: A production-level semantic knowledge mapping platform powered by vector indexing optimization and custom heuristic algorithms.

semantic-search vector-search pgvector enterprise-saas hnsw-indexing fastapi-async landauer-infrastructure

Updated Sep 28, 2026

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