Artificial Intelligence

Mistral ai

Learn how to use Mistral ai with Composio

Overview

SLUG: MISTRAL_AI

Description

Mistral AI is a research lab building state-of-the-art open-source language models and providing APIs for developers and enterprises to integrate these models into their applications.

Authentication Details

generic_api_key
stringRequired

Connecting to Mistral ai

Create an auth config

Use the dashboard to create an auth config for the Mistral ai toolkit. This allows you to connect multiple Mistral ai accounts to Composio for agents to use.

2

Configure Auth Config Settings

Select among the supported auth schemes of and configure them here.

3

Create and Get auth config ID

Click “Create Mistral ai Auth Config”. After creation, copy the displayed ID starting with ac_. This is your auth config ID. This is not a sensitive ID — you can save it in environment variables or a database. This ID will be used to create connections to the toolkit for a given user.

Connect Your Account

Using API Key

1from composio import Composio
2
3# Replace these with your actual values
4mistral_ai_auth_config_id = "ac_YOUR_MISTRAL_AI_CONFIG_ID" # Auth config ID created above
5user_id = "0000-0000-0000"  # UUID from database/app
6
7composio = Composio()
8
9def authenticate_toolkit(user_id: str, auth_config_id: str):
10    # Replace this with a method to retrieve an API key from the user.
11    # Or supply your own.
12    user_api_key = input("[!] Enter API key")
13
14    connection_request = composio.connected_accounts.initiate(
15        user_id=user_id,
16        auth_config_id=auth_config_id,
17        config={"auth_scheme": "API_KEY", "val": {"generic_api_key": user_api_key}}
18    )
19
20    # API Key authentication is immediate - no redirect needed
21    print(f"Successfully connected Mistral ai for user {user_id}")
22    print(f"Connection status: {connection_request.status}")
23    
24    return connection_request.id
25
26
27connection_id = authenticate_toolkit(user_id, mistral_ai_auth_config_id)
28
29# You can verify the connection using:
30connected_account = composio.connected_accounts.get(connection_id)
31print(f"Connected account: {connected_account}")

Tools

Executing tools

To prototype you can execute some tools to see the responses and working on the [Mistral ai toolkit’s playground](https://app.composio.dev/app/Mistral ai)

Python
1from composio import Composio
2from openai import OpenAI
3import json
4
5openai = OpenAI()
6composio = Composio()
7
8# User ID must be a valid UUID format
9user_id = "0000-0000-0000"  # Replace with actual user UUID from your database
10
11tools = composio.tools.get(user_id=user_id, toolkits=["MISTRAL_AI"])
12
13print("[!] Tools:")
14print(json.dumps(tools))
15
16def invoke_llm(task = "What can you do?"):
17    completion = openai.chat.completions.create(
18        model="gpt-4o",
19        messages=[
20            {
21                "role": "user",
22                "content": task,  # Your task here!
23            },
24        ],
25        tools=tools,
26    )
27
28    # Handle Result from tool call
29    result = composio.provider.handle_tool_calls(user_id=user_id, response=completion)
30    print(f"[!] Completion: {completion}")
31    print(f"[!] Tool call result: {result}")
32
33invoke_llm()

Tool List

Tool Name: Create library

Description

Tool to create a new document library. Use when you need to group documents into a new library. Use after confirming authentication.

Action Parameters

description
string
name
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Delete library document

Description

Tool to delete a document from a library. Use when you need to remove a specific document by its library and document IDs.

Action Parameters

document_id
stringRequired
library_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Download File

Description

Tool to download the content of a specific file. Use when you have the file ID and need its raw data immediately.

Action Parameters

file_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: List Fine Tuning Jobs

Description

Tool to list fine-tuning jobs. Use when you need to retrieve all fine-tuning jobs with optional pagination.

Action Parameters

after
string
limit
integer

Action Response

data
arrayRequired
error
string
has_more
booleanRequired
object
stringRequired
successful
booleanRequired

Tool Name: List Files

Description

Tool to list all files available to the user. Use when you need to view or manage uploaded files, supports pagination.

Action Parameters

after
string
limit
integer
order
string

Action Response

data
arrayRequired
error
string
has_more
booleanRequired
object
stringRequired
successful
booleanRequired

Tool Name: List libraries

Description

Tool to list all document libraries. Use when you need to explore document libraries available for your organization. Use after confirming authentication.

Action Parameters

limit
integer
page_token
string

Action Response

data
arrayRequired
error
string
next_page_token
string
object
stringRequired
successful
booleanRequired

Tool Name: List Library Documents

Description

Tool to list documents in a specific library. Use after verifying the library ID.

Action Parameters

library_id
stringRequired
limit
integer
order
string
starting_after
string

Action Response

data
arrayRequired
error
string
has_more
booleanRequired
successful
booleanRequired

Tool Name: Retrieve File

Description

Tool to retrieve metadata of a specific file by its ID. Use when you need details like size, creation time, and purpose.

Action Parameters

file_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Upload File

Description

Tool to upload a file. Use when you need to register a file with Mistral AI for fine-tuning or other file-based tasks.

Action Parameters

file
stringRequired
filename
stringRequired
purpose
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Upload Library Document

Description

Tool to upload a document to a library. Use after identifying target library and preparing file content.

Action Parameters

file
stringRequired
filename
stringRequired
library_id
stringRequired
metadata
object

Action Response

data
objectRequired
error
string
successful
booleanRequired