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🤖 AI Cookbook

A hands-on collection of production-ready AI agents and systems. This repository features practical AI applications spanning autonomous agents, RAG pipelines, voice cloning, financial automation, and multi-agent workflows. Built with models from OpenAI, Anthropic, and fine-tuned open-source alternatives.

🔥 Why AI Cookbook?

💡 Real-world AI projects that solve actual problems — not just demos or proof-of-concepts.

🎓 Learn how to build end-to-end AI systems from data extraction to autonomous decision-making.

🚀 Explore cutting-edge tech — voice cloning with zero marginal cost, RAG agents that process documents intelligently, and multi-agent orchestration with LangGraph.

📂 Featured AI Projects

🤖 AI Agents

📊 Bank Statement Analyzer

AI agent for analyzing financial statements and banking documents with intelligent data extraction.

Tech Stack: Python LLM Finance


🧠 Data Analysis Agent

Autonomous agent for processing and interpreting datasets with automated insights generation.

Tech Stack: Python Data Analysis AI


✈️ Itinerary Agent

Travel planning and itinerary generation agent powered by AI recommendations.

Tech Stack: Python Travel Planning


📰 News Aggregator Agent

Multi-source news collection and aggregation with intelligent categorization.

Tech Stack: Python News Web Scraping


✍️ Writing Agent

AI-powered writing assistant for content generation and editing.

Tech Stack: Python NLP Content Generation


🔌 MCP AI Agents

🐙 GitHub Repo Explorer

Intelligent repository exploration and analysis using Model Context Protocol.

Tech Stack: Python MCP GitHub API


📈 Zerodha MCP Agent

Trading and portfolio analysis agent with MCP integration.

Tech Stack: Python MCP Finance


📑 RAG (Retrieval Augmented Generation)

🎵 Audio RAG Agent

Process and query audio content with intelligent retrieval and generation.

Tech Stack: Python RAG Audio Processing


📄 PDF RAG Agent

Document processing and intelligent Q&A for PDF files.

Tech Stack: Python RAG PDF Processing


🎯 Production AI Systems

🃏 Poker Strategy Assistant

AI-powered poker analysis and strategy recommendations.

Tech Stack: Python Game Theory AI


💼 PM Interview Simulator

Practice product management interviews with AI-driven feedback.

Tech Stack: Python Interview Prep AI


🎙️ Voice Cloning for YouTube Automation

Fine-tuned XTTS v2 model for voice cloning to automate YouTube shorts. Local training on M4 MacBook with zero marginal cost per generation.

Tech Stack: Voice Cloning Fine-Tuning XTTS


🛠️ Tech Stack

  • Languages: Python
  • Frameworks: LangChain, LangGraph
  • Models: OpenAI, Anthropic, XTTS
  • Techniques: RAG, AI Agents, Multi-Agent Systems, Fine-Tuning

📚 Learn More

Want to learn how I build these systems? Check out:

  • 📝 Substack - Deep dives into AI architecture
  • 🎥 YouTube - Tutorials and walkthroughs

⭐ Support

If you find this repository useful and want to see more production-ready AI projects, please star this repo!


Built by Atul Pandey | AI Builder

this is the 4th testing comment this is just random with orchestrator 10 this is from agent orchestrator 11 this is the final check test script 2

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A collection of LLM Applications which are curated to enable learning and building with AI which clear guidelines and explanation

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