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1. multi-agent-finance-assistant multi-agent-finance-assistant Public

   A sophisticated multi-source, multi-agent finance assistant that delivers spoken market briefs via a Streamlit app with advanced RAG capabilities.

   Python 4

2. subcontractor_research_system subcontractor_research_system Public

   A subcontractor research system that automates finding and ranking mechanical contractors based on the specified criteria.

   Python 2

3. Fine-Tuned-Models Fine-Tuned-Models Public

   Jupyter Notebook

4. Agentic-Knowledge-System-based-on-RAG Agentic-Knowledge-System-based-on-RAG Public

   A comprehensive Retrieval-Augmented Generation (RAG) chatbot built with Google's Gemini API, featuring advanced ML algorithms, semantic caching, document reranking, and a beautiful Streamlit interf…

   Python

5. Research-assistant Research-assistant Public

   A sophisticated research assistant system that generates structured, evidence-linked research briefs using LangGraph and LangChain. The system supports follow-up queries by maintaining user context…

   Python

6. State-Space-Model State-Space-Model Public

   A comprehensive visual guide to State Space Models (S4, S4D, Mamba, and Selective SSMs) with mathematical derivations, architecture diagrams, and implementation insights.

   Python 3 1