diff --git a/README.md b/README.md index fd8b2dd..4d15b6c 100644 --- a/README.md +++ b/README.md @@ -1,48 +1,81 @@ + + # 🤖 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. +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. +💡 **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. +🎓 **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. +🚀 **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. + +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. + +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. + +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. + +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` @@ -52,13 +85,16 @@ AI-powered writing assistant for content generation and editing. ### 🔌 MCP AI Agents #### 🐙 GitHub Repo Explorer -Intelligent repository exploration and analysis using Model Context Protocol. + +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` @@ -68,6 +104,7 @@ Trading and portfolio analysis agent with MCP integration. ### 📑 RAG (Retrieval Augmented Generation) #### 🎵 Audio RAG Agent + Process and query audio content with intelligent retrieval and generation. **Tech Stack:** `Python` `RAG` `Audio Processing` @@ -75,6 +112,7 @@ Process and query audio content with intelligent retrieval and generation. --- #### 📄 PDF RAG Agent + Document processing and intelligent Q&A for PDF files. **Tech Stack:** `Python` `RAG` `PDF Processing` @@ -84,6 +122,7 @@ Document processing and intelligent Q&A for PDF files. ### 🎯 Production AI Systems #### 🃏 Poker Strategy Assistant + AI-powered poker analysis and strategy recommendations. **Tech Stack:** `Python` `Game Theory` `AI` @@ -91,6 +130,7 @@ AI-powered poker analysis and strategy recommendations. --- #### 💼 PM Interview Simulator + Practice product management interviews with AI-driven feedback. **Tech Stack:** `Python` `Interview Prep` `AI` @@ -98,7 +138,9 @@ Practice product management interviews with AI-driven feedback. --- #### 🎙️ 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. + +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` @@ -114,13 +156,18 @@ Fine-tuned XTTS v2 model for voice cloning to automate YouTube shorts. Local tra ## 📚 Learn More Want to learn how I build these systems? Check out: -- 📝 [Substack](https://whenibuild.substack.com/) - Deep dives into AI architecture -- 🎥 [YouTube](https://www.youtube.com/@aicookbooks) - Tutorials and walkthroughs + +- 📝 [Substack](https://whenibuild.substack.com/) - Deep dives into AI + architecture +- 🎥 [YouTube](https://www.youtube.com/@aicookbooks) - Tutorials and + walkthroughs ## ⭐ Support -If you find this repository useful and want to see more production-ready AI projects, please star this repo! +If you find this repository useful and want to see more production-ready +AI projects, please star this repo! --- -**Built by [Atul Pandey](https://www.linkedin.com/in/atulpandey-iift)** | AI Builder +**Built by [Atul Pandey](https://www.linkedin.com/in/atulpandey-iift)** | +AI Builder