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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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
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