GitHamza0206/simba
OpenSource Production ready Customer service with built in Evals and monitoring
Implements a modular RAG pipeline with swappable vector stores (Qdrant, FAISS, Chroma), embedding models, and LLMs, backed by FastAPI and Celery for async document ingestion. Provides retrieval and generation metrics (precision, recall, faithfulness) to quantify assistant quality, plus an npm chat widget for one-line website integration and a dashboard for conversation monitoring.
1,438 stars.
Stars
1,438
Forks
104
Language
TypeScript
License
Apache-2.0
Category
Last pushed
Jan 12, 2026
Commits (30d)
0
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