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bge-embeddings

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bhupencoD3 / PerfectPick

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PerfectPick is an AI-powered smartphone recommendation system built with Flask and Postgres for session management, AstraDB for vector storage, and hybrid retrieval using BM25 and BGE embeddings. Deployed on GCP with Docker and Kubernetes, integrated with Prometheus and Grafana for scalable, production-grade performance and MLOps observability.

python docker kubernetes flask machine-learning information-retrieval ai grafana postgresql gcp prometheus recommender-system cloud-deployment bm25 mlops vector-database hybrid-search astradb langchain bge-embeddings
  • Updated Nov 5, 2025
  • Python

ihimanshu29 / Agentic-AI-Lucknow-Guide-FastAPI

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An enterprise-grade, full-stack AI travel planner which provides data-driven itineraries for Lucknow, India and showcases production-ready architecture, combining a FastAPI backend with a Streamlit frontend. It leverages an advanced agentic RAG system, context-aware responses by integrating a local knowledge base with live, external APIs.

docker production-ready cloud-deployment rag fastapi groq streamlit vector-database open-meteo render-deployment langchain chromadb external-api-integration rag-chatbot huggingface-embeddings agentic-ai bge-embeddings llm-applications ragas-evaluation
  • Updated Nov 7, 2025
  • Python

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