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"
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LINKS:
Code link: python.langchain.com/docs/use...
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