Tools

Chat Completion

Generate a chat completion using Mistral AI models. Supports multi-turn conversations with system, user, assistant, and tool messages. Can use function calling, structured JSON output, and safety prompts.

Create Embeddings

Generate dense vector embeddings for text or code. Useful for semantic search, retrieval-augmented generation (RAG), clustering, and content similarity comparison. Supports both text embeddings (mistral-embed) and code embeddings (codestral-embed).

Code Completion (fim)

Generate code using fill-in-the-middle (FIM) completion. Provide a code prompt and optional suffix to generate code that fits between them. Ideal for code insertion, auto-completion, and infilling tasks.

Moderate Content

Analyze text for harmful content across multiple safety categories. Returns boolean flags and confidence scores for categories including sexual content, hate/discrimination, violence, dangerous content, self-harm, health/financial/legal misinformation, and PII detection.

Agent Completion

Send messages to a Mistral AI agent and get a completion. Agents combine language models with built-in connectors for code execution, web search, image generation, and document libraries. Agents are created in the Mistral AI console.

List Files

List files uploaded to the Mistral AI platform. Files are used for fine-tuning datasets, batch inference inputs, and OCR processing.

Create Fine Tuning Job

Create a fine-tuning job to customize a Mistral model on your training data. Upload JSONL training files first using the file management tools, then reference their IDs here. Supports configurable hyperparameters including learning rate, training steps, and epochs.

Delete File

Delete a file from the Mistral AI platform. This permanently removes the file and cannot be undone.

Cancel Fine Tuning Job

Cancel a running or queued fine-tuning job. Cannot cancel already completed or failed jobs.

List Fine Tuning Jobs

List all fine-tuning jobs in your workspace. Returns job statuses, models, and configuration details.

Cancel Batch Job

Cancel a running or queued batch inference job.

List Batch Jobs

List batch inference jobs. Optionally filter by status.

Extract Document (ocr)

Extract text, tables, and images from documents using Mistral OCR. Supports PDFs and images. Returns structured content in markdown format with optional table formatting (markdown or HTML). Can extract headers, footers, and hyperlinks.

List Models

List all available Mistral AI models including both Mistral-provided and user fine-tuned models. Returns model details such as capabilities, context length, and aliases.

Get Fine Tuning Job

Retrieve the current status and details of a fine-tuning job. Use this to monitor training progress, check for completion, or get the resulting fine-tuned model ID.

Create Batch Job

Create a batch inference job for processing multiple requests asynchronously at reduced cost. Upload a JSONL input file first, then reference it here. Supports chat completions, embeddings, FIM, moderation, OCR, and more.

Get Batch Job

Retrieve the status and details of a batch inference job. Use this to monitor progress, check completion, and get output/error file IDs.

Delete Fine Tuned Model

Delete a fine-tuned model from your Mistral AI workspace. This permanently removes the model and cannot be undone. Only works on user-created fine-tuned models, not Mistral-provided models.

Get File

Retrieve metadata and a signed download URL for a file uploaded to Mistral AI.