CODE-LLAMA For Talking to Code Base and Documentation

Learn how to chat with your code base using the power of Large Language Models and Langchain. In this video we will use CODE-Llama to talk to the GitHub repo of LangChain. "🚀 Dive into Advanced Source Code Analysis with LLMs! | How GitHub Co-Pilot & Others Transform Coding 🧠 | Step-by-Step Guide on QA Pipeline & Innovative Splitting Strategies! 🔍 #CodeAnalysis #LLMmagic" CONNECT: ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Support my work on Patreon: Patreon.com/PromptEngineering 🦾 Discord: https://discord.com/invite/t4eYQRUcXB ▶️️ Subscribe: https://www.youtube.com/@engineerprompt?sub_confirmation=1 📧 Business Contact: [email protected] 💼Consulting: https://calendly.com/engineerprompt/consulting-call LINKS: Code link: https://python.langchain.com/docs/use_cases/code_understanding Timestamps: 00:00 Intro 01:22 Setup - LangChain 01:51 Doc loader and Text Splitter 03:03 Retriever and Vector Store 03:57 Code Llama with LlamaCpp 04:40 Where to Download Code-Llama From? 05:55 Setting up LlamaCpp 06:55 Running Code-llama 08:00 RAG with Code-llama 09:17 Wrong way of using Code-llama 10:40 Correct Template for Code-llama 12:43 GPU speed to expect with Llama-Cpp