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AI & Intelligent Agents
Exploration of AI agent architectures using LangChain, GPT models, and RAG systems. Building intelligent assistants that can reason, search, and take action.
AILangChainGPTRAGAgents
Overview
A collection of AI agent experiments and production systems exploring the cutting edge of what's possible with large language models. From simple chatbots to complex multi-agent systems with tool use.
Projects
- Document Chat — RAG-based system for querying PDF documents using embeddings and GPT
- WhatsApp AI Shopper — Conversational commerce bot with product search and recommendations
- Legal Document Analyzer — AI-powered contract review and risk assessment
- MCP Servers — Model Context Protocol servers bridging AI with IoT devices
Tech Stack
LangChain, OpenAI GPT-4, Pinecone/ChromaDB for vector storage, Python and TypeScript implementations.