Intro to Mistral AI
Learn how to use the Mistral AI to build intelligent apps, all the way from simple chat completions to advanced use-cases like RAG and function calling. Created in collaboration between Mistral AI and Scrimba.
84 min
Content
About
Welcome to the course
Intro to Mistral by Sophia Yang
Sign up for La Plateforme
Mistral Chat Completion API
Mistral's Chat Completion API - part 2
Mistral's models
What is RAG?
What are embeddings?
RAG - Chunking text
RAG - Completing the splitDocument function
RAG - Creating our very first embedding
RAG - Challenge: embedding all chunks and preparing it for the vector db
Vector databases
Set up your vector database
RAG - Uploading data to the vector db
RAG - Query and Create completion
RAG - Improve the retrieval and complete the generation
Function calling
Function calling - Adding a second function
Function calling - Unpacking the function and arguments
Function calling - Making the call
Function calling - Updating the messages array
Function calling - Creating the loop
Download and Run AI Models on Your Computer with Ollama
Outro & recap - Mistral AI
How to Utilize Your Certificate
Certificate of Completion