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Intro to Mistral AI

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Intro to Mistral AI

Instructor: Per Harald Borgen

Included with

Learn more

1 module

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

4 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

4 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

How to create AI Agents with function calling
Learn to use Mistral's "Le Plateforme" to build AI apps
How to implement Retrieval-Augmented Generation (RAG)

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

1 assignment

Taught in English

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There is 1 module in this course

This course teaches you how to interact with Mistral's AI models with JavaScript. This enables you to build intelligent apps, all the way from simple chat completions to advanced use-cases like RAG and function calling.

Module details

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.

What's included

1 assignment26 plugins

1 assignmentTotal 180 minutes

Intro to Mistral AI: Final Quiz180 minutes

26 pluginsTotal 83 minutes

Welcome to the course2 minutes
Welcome to interactive lessons!1 minute
Intro to Mistral by Sophia Yang2 minutes
Sign up for La Plateforme1 minute
Mistral's Chat Completion API4 minutes
Mistral's Chat Completion API - part 24 minutes
Mistral's models5 minutes
What is RAG?4 minutes
What are embeddings?6 minutes
RAG - Chunking text5 minutes
RAG - Completing the splitDocument function2 minutes
RAG - Creating our very first embedding2 minutes
RAG - Challenge: embedding all chunks and preparing it for the vector db3 minutes
Set up your vector database3 minutes
Vector databases2 minutes
RAG - Uploading data to the vector db3 minutes
RAG - Query and Create completion5 minutes
RAG - Improve the retrieval and complete the generation5 minutes
Function calling4 minutes
Function calling - Adding a second function2 minutes
Function calling - Unpacking the function and arguments4 minutes
Function calling - Making the call2 minutes
Function calling - Updating the messages array2 minutes
Function calling - Creating the loop3 minutes
Running Mistral locally3 minutes
Outro & recap - Mistral AI4 minutes