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1. rag-amarole rag-amarole Public

   A production-ready Retrieval-Augmented Generation (RAG) system for semantic search over product reviews.

   Python

2. labrc labrc Public

   Automated tool to classify review relevance using OpenAI's GPT models. Creates evaluation gold sets for RAG systems by labeling reviews against multiple queries simultaneously.

   Python 1

3. faiss-vector-database faiss-vector-database Public

   A fully custom vector database built from scratch using FAISS, Ollama (BGE-large embeddings), and PostgreSQL. Includes ingestion pipelines, semantic search, ANN indexing, and a complete retrieval a…

   Python 1