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qa-bot

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Aggregated product reviews from Amazon, Reddit, and YouTube to build a unified review analysis engine. Applied BERTopic to discover user pain points and praise patterns, then developed a Retrieval-Augmented Generation (RAG) QA bot that answers product-related questions using real user feedback.

  • Updated May 27, 2025
  • Jupyter Notebook

Designed a modular pipeline that fetches real-time financial news from NewsAPI, Alpha Vantage, Reddit, and Bloomberg RSS feeds. Leveraged Cohere embeddings, FAISS indexing, and LLMs via LangChain to perform semantic search, reranking, and insight extraction. Enables dynamic financial analysis through an analyst-style Q&A interface.

  • Updated May 26, 2025
  • Jupyter Notebook

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