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rag-ai

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EarningsAI Demo is a powerful tool that combines audio transcription, document processing, and AI-powered analysis to help users extract insights from earnings calls and financial documents. Built with Fireworks AI and MongoDB, it provides both a command-line interface and a web application for processing and querying financial data.

  • Updated Apr 3, 2025
  • Python

AI-powered stock movement predictor that analyzes real-time financial news and market data using LLMs, RAG pipelines, and vector databases to forecast short-term stock direction. Built with LangChain, LangGraph, and reinforcement learning to continuously improve predictions from news sentiment and market signals.

  • Updated Mar 17, 2026
  • Python

High-performance financial analytics & trading terminal for Indian markets (NSE/BSE). Features real-time volume surges, block/bulk deals, mutual fund analytics, live IPO & GMP tracker, and an AI-powered financial RAG assistant.

  • Updated Jul 28, 2026
  • Python

Retrieval Augmented Generation(RAG) is a technique that enhances the capabilities of LLMs by combining information retrieval with text generation. Instead of relying on pre-trained knowledge, RAG fetch relevant data from external sources and use it to generate more accurate responses..

  • Updated Apr 1, 2026
  • Python

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