Mistral AI Documentation

All our documentation in your hands: build, customize, and deploy AI, your way.

Discover our platform

Discover our platform

Three products, one platform. Pick where you want to start.

Latest models

Latest models

Quickstarts

Quickstarts

Self-contained walkthroughs grouped by product and role. Most take 15 minutes or less.

Vibe Work

Run your first Vibe Work task

Open Vibe Work, run a multi-step task end-to-end, and review the result.

5 min to complete
Vibe Work

Analyze a dataset

Upload a spreadsheet and ask questions in plain language. Work writes and runs code.

10 min to complete
Vibe Work

Create your first Skill

Package a repeatable method into a Skill so Work applies the same procedure every time.

10 min to complete
Vibe Code

Install the Vibe CLI

Install the CLI, configure your API key, and send your first prompt from the terminal.

5 min to complete
Vibe Code

Scaffold a project with Vibe Code

Describe a project in natural language and let Vibe Code generate the files and structure.

10 min to complete
Audio

Transcribe an audio file

Turn an audio file into accurate text with a single API call.

5 min to complete
Audio

Transcribe speech in realtime

Stream live audio and get a transcript with low latency.

5 min to complete
Audio

Generate speech

Convert text into natural speech and play it back with one API call.

5 min to complete
Audio

Build a voice agent

Talk with an agent from your terminal, in a few steps.

10 min to complete
Studio

Create your first API key

Create an API key in Studio, store it, and test it with one request.

5 min to complete
Studio

Compare models in the playground

Send prompts, adjust parameters, and compare model outputs in the Studio playground.

5 min to complete
Studio

Install the Mistral CLI

Install the CLI, sign in, and scaffold your first workflows project.

5 min to complete
Studio

Build your first workflow

Scaffold a durable AI pipeline, run a worker, and trigger your first execution.

15 min to complete
Studio

Build and deploy an agent end to end

Chain the Studio quickstarts: build an agent with the Agents SDK, add context, evaluate, deploy, and observe it.

Studio

Build your first app

Create a full-stack app, run it locally, and deploy it to Studio.

15 min to complete
Studio

Create and use a prompt

Store a prompt in Studio, use it from your code, then promote a new version without redeploying.

10 min to complete
Studio

Create a Skill in Studio

Package reusable instructions and files into a Skill for repeated tasks.

10 min to complete
Studio

Add a connector

Register a connector, call one of its tools, and hand it to an agent.

15 min to complete
Studio

Create a library and ask it a question

Add a document to a library and get an answer grounded in it.

10 min to complete
Studio

Create and query a search index

Create a search index, ingest documents, and run your first query.

10 min to complete
Studio

Build a RAG pipeline with Search Toolkit

Define a schema, ingest documents, and search them with the Search Toolkit.

15 min to complete
Studio

Deploy a workflow to Mistral

Push a workflows project to GitHub and let Mistral build and run the worker.

15 min to complete
Studio

Run your first evaluation

Evaluate a prompt on a small dataset, then read the scores in Studio.

10 min to complete
Studio

Send your first trace

Instrument a Python script and find its trace in the Trace Explorer.

5 min to complete
Studio

Score live traffic with online evaluations

Create a scorer and a live eval, send a span, and read its score.

10 min to complete
Studio

Moderate an input

Classify inputs with the moderation API, then block unsafe ones with a guardrail.

5 min to complete
Inference

Send your first API request

Install the SDK, set your API key, and get a model response.

5 min to complete
Inference

Call your own functions

Let a model call a Python function of yours and answer with its result.

10 min to complete
Inference

Get structured output

Extract a validated Python object from free text with a Pydantic schema.

5 min to complete
Inference

Analyze an image

Send an image with a question and get a description.

5 min to complete
Inference

Find the closest text with embeddings

Embed sentences and find the one closest in meaning to a question.

5 min to complete
Inference

Run a batch job

Send a file of requests as one batch job and read the answers.

15 min to complete
Admin

Create your organization

Set up billing, workspaces, and invite your first team members.

15 min to complete
Admin

Configure SSO

Set up SAML Single Sign-On for enterprise authentication.

15 min to complete
Admin

Manage workspaces & API keys

Create isolated workspaces, generate keys, and set usage limits.

10 min to complete