Building a Video Chat Agent with Mistral AI and Aurelio Platform - Full Walkthrough
James Briggs via YouTube
Overview
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Learn how to build a "chat-with-video" AI pipeline using Mistral AI and Aurelio Platform in this comprehensive tutorial. Follow along as the instructor demonstrates how to transcribe YouTube videos to text, implement conversational AI with Mistral LLMs, add chat history functionality, integrate async and streaming for better user experience, and optimize response latency and costs through semantic similarity. The walkthrough covers the complete development process from initial Python setup to creating custom tools for Mistral and implementing tool execution logic. Perfect for AI engineers looking to build advanced retrieval-augmented generation (RAG) applications that combine state-of-the-art language and embedding models.
Syllabus
00:00 Mistral AI Agent
00:47 Python Setup
01:44 Video Transcription
03:25 Agent Overview
07:03 Using Mistral
09:26 Adding Agent Chat History
11:23 Async and Streaming
17:53 Agent Token Usage
19:17 Building a Retrieval Agent
25:52 Creating a Tool for Mistral
33:40 Tool Execution Logic
Taught by
James Briggs