AI that Learns with GitHub!
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Build an AI Assistant to Browse GitHub Repositories LangChain + Python + EmbedChain + Openai ****** Have you ever imagined having an Artificial Intelligence as your assistant, capable of learning directly from GitHub repositories and guiding you in software development? ???? In this video, I will show you step by step how to create a powerful AI that uses LLMs (Large Language Models) to search and extract essential knowledge from any repository. Using libraries such as LangChain, Python and Embedchain, you will learn how to build a custom tool that understands the code, structure and documentation of the repository and also offers valuable insights to optimize your software development. ✅ What you will learn: How to integrate LLMs to explore and understand GitHub repositories. Use LangChain and other AI libraries to create dynamic learning flows. Configure your AI assistant that answers your questions and simplifies your development process. This is a unique opportunity to dive into the world of AI applied to software development, creating innovative and efficient solutions! ???? Subscribe and activate the bell so you don't miss more content like this! Let's transform the way you develop software with AI together! https://cienciadosdados.com/ *** Chapters 00:00 - Introduction and Welcome 01:25 - What We're Going to Create Today: AI Assistant on GitHub 03:50 - Overview: How to Use GitHub as a Knowledge Base 06:15 - Necessary Tools: LangChain, Python and CrioAI 09:00 - Setting Up the Development Environment 12:30 - Connecting the AI to the GitHub Repository 16:00 - Implementing the Large Language Model (LLM) 19:45 - Making the AI Navigate and Learn from Code 23:20 - Creating the Chat for Questions and Answers about the Repository 27:10 - Testing the AI: It Responds Like the Repository Creator 30:45 - Practical Applications for Companies and Development Teams 34:15 - Conclusion: Next Steps and Final Tips *** This is Eduardo and if you liked the chat, like, subscribe and activate notifications. There's a lot more coming to help you earn over 8 thousand as a Data Scientist.. Follow me on other networks ⤵️ Instagram ???? / cienciadosdados Facebook ???? / cienciadosdadosbr Linkedln ???? / cienciadosdados Telegram ???? https://t.me/cienciadosdadosraiz And check out my website ⤵️ https://cienciadosdados.com/ Simbóra ????????
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