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ragchatbot

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A complete hierarchical corrective multi-agent Retrieval-Augmented Generation (RAG) stack designed to ingest MathWorks documentation and power an interactive troubleshooting assistant for MATLAB and Simulink users.

  • Updated May 27, 2025
  • 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
  • PowerShell

AskMyDoc AskMyDoc is an intelligent web application that allows users to upload PDF documents and interact with their content through a conversational chat interface. Leveraging advanced AI, it provides concise, context-aware answers to user queries, complete with precise page citations for easy reference and navigation within the PDF viewer.

  • Updated Sep 29, 2025
  • TypeScript

A collection of beginner-friendly AI practice projects built while learning modern AI engineering concepts, including LLMs, Prompt Engineering, RAG, embeddings, and AI application development. Each project focuses on hands-on implementation and real-world AI workflows to build practical skills and a strong AI portfolio.

  • Updated Jun 3, 2026
  • Python

StockInsights is a Streamlit-powered financial news assistant that combines real-time news retrieval with RAG-based Q&A. It uses FAISS vector search and HuggingFace models for intelligent querying, plus FinBERT for sentiment analysis. The app delivers concise answers, trend summaries, and market insights in an interactive dashboard.

  • Updated Aug 31, 2025
  • Python

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