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CRAG -A pipeline that uses tunable thresholds to validate document relevance, refines content at sentence level, and generates citation‑aware answers exclusively from verified sources avoiding hallucinations.
Production-grade RAG chatbot with a FastAPI + LangGraph backend (Pinecone vector search + Groq LLM + Tavily web fallback) and a Streamlit chat UI, secured via API key and observable in LangSmith.
AInvest is an AI-powered agent that analyzes stock performance using real-time data and news. It leverages LLMs with tools like yFinance, Tavily, and Google News to autonomously plan, fetch, and interpret financial insights—offering intelligent investment guidance based on market trends, returns, volatility, and sentiment.
📄 Summarize and ask questions from multiple documents effortlessly with this local-first tool, creating a unified knowledge base for informed decisions.
A feature-rich AI chat interface inspired by Meta's AI assistant, built with Next.js and cutting-edge technologies. Realtime weather, news, AI image generation, find images and lots more🔥🤩🤖