Append to conversation
Tool to append new entries to an existing conversation in Mistral AI. Use when you need to continue a conversation by adding new messages or inputs. This is a beta endpoint.
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Integrate Mistral AI
with your AI CRM
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.
Explore Triggers and Actions
Archive Fine-Tuned Model
Archive a fine-tuned model so it is unavailable until restored.
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Count Chat Completion Field Options
Count values of a chat completion field after optional filtering.
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Create Agent
Tool to create a new AI agent with custom configuration (Beta). Use when you need to create an agent with specific model, name, instructions, and tools.
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Create Agents Completion
Tool to generate completions using a Mistral AI agent with specific instructions and tools. Use when you need an agent to process messages and generate responses. Agents can use tools, follow instructions, and maintain conversation context.
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Create Audio Transcription
Transcribe audio files to text using Mistral AI's Voxtral models. Use this action to convert speech in audio files to written text. Supports multiple input methods: file upload, file_id from previously uploaded files, or file_url for publicly accessible audio. The transcription supports 13 languages with automatic language detection, speaker diarization, and configurable timestamp granularities (segment or word level). Key features: - Multi-language support (English, Chinese, Hindi, Spanish, Arabic, French, Portuguese, Russian, German, Japanese, Korean, Italian, Dutch) - Speaker diarization to identify different speakers - Word and segment-level timestamps - Context biasing for domain-specific terminology - Supports common audio formats (mp3, wav, m4a, etc.) Note: Exactly one of file, file_id, or file_url must be provided. The action does not support streaming mode.
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Create Batch Job
Create and queue a Mistral batch inference job.
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Create Chat Completion
Generate conversational responses from Mistral AI models. Supports streaming, function calling, and various model parameters. Use when you need to create chat completions with Mistral AI models for conversation, question answering, or function calling scenarios.
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Create Chat Moderation
Tool to classify chat content for moderation purposes across 9 categories. Use when you need to detect harmful content, inappropriate messages, or policy violations in chat conversations.
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Create Embeddings
Tool to generate vector embeddings for input text using Mistral AI embedding models. Use when you need to convert text into numerical vectors for semantic search, similarity comparison, or RAG applications.
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Create FIM Completion
Generate code completions using fill-in-the-middle functionality. Use when you need to complete code between a prefix and suffix, or continue code from a prompt. Ideal for code completion, function implementation, and context-aware code generation.
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Create library
Tool to create a new document library. Use when you need to group documents into a new library. Use after confirming authentication.
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Create library share
Create or update sharing permissions for a library. Use to grant access to users, workspaces, or organizations. Specify the access level (Viewer or Editor) and the entity to share with. This is a beta endpoint.
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Create Moderation
Tool to classify text content for moderation purposes across 9 categories. Use when you need to detect harmful content, inappropriate text, or policy violations in raw text inputs.
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Create OCR
Extract text and structured data from images and documents using Mistral AI's OCR capabilities. Supports PDFs, images, tables, headers, footers, and custom structured extraction. Use when you need to digitize documents, extract invoice data, parse forms, or convert scanned documents to text.
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Create or Update Agent Alias
Tool to create or update an agent version alias. Use when you need to assign a version alias (like 'production' or 'staging') to a specific agent version.
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Create Speech
Generate JSON-encoded speech audio from text without streaming.
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Delete agent
Permanently deletes an agent by its ID (Beta feature). Use this tool when you need to remove an agent that is no longer needed. This operation is irreversible - the agent will be permanently removed from the system.
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Delete Conversation
Tool to delete a conversation by its ID (Beta). Use when you need to permanently remove a conversation. This is a beta feature.
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Delete File
Delete a file by its ID from Mistral AI. Permanently removes the file and its metadata. Use List Files action first to obtain valid file IDs.
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Delete library
Permanently deletes a library and all of its documents from Mistral AI. Use this tool when you need to remove an entire library including all its documents. This operation is irreversible - the library and all its documents will be permanently removed. Returns the deleted library details on success. Common errors: - 404: Library not found (already deleted or invalid library_id) - 422: Invalid UUID format for library_id
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Delete library document
Permanently deletes a document from a Mistral AI library. Use this tool when you need to remove a specific document from a library. Both library_id and document_id must be valid UUIDs. This operation is irreversible - the document will be permanently removed. Returns an empty response on success (HTTP 204). Common errors: - 404: Document not found (already deleted or invalid document_id) - 422: Invalid UUID format for library_id or document_id
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Delete library share
Remove sharing permissions for a library from a user, workspace, or organization. Use when you need to revoke access to a library that was previously shared. This is a beta feature.
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Download File
Download the content of a previously uploaded file from Mistral AI. Returns the raw binary content of the file. Use this when you need to retrieve file data for processing, such as training data files (.jsonl) for fine-tuning. Requires a valid file_id which can be obtained from the list_files or upload_file actions.
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Get Agent
Tool to retrieve details of a specific Mistral AI agent by its ID. Returns comprehensive agent information including model, instructions, tools, and configuration. Use when you need to inspect or verify an agent's settings.
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Get Agent Version
Retrieve a specific version of an agent (Beta). Use when you need to get details about a particular agent version, including its configuration, tools, and metadata.
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Get Batch Job
Get details and optionally inline results for a batch job.
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Get campaign
Retrieve an observability campaign by its UUID.
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Get campaign status
Return the execution status of an observability campaign.
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Get Chat Completion Event
Retrieve one observability chat completion event by UUID.
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Get Chat Completion Field Options
Get available values for a chat completion field and filter operator.
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Get Connector
Get a connector by ID or name without requesting customer data or secrets.
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Get Connector Authentication Methods
Get a connector's public authentication methods and required headers.
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Get Conversation
Tool to retrieve details of a specific conversation. Use when you need to fetch conversation metadata including timestamps, configuration, and associated model or agent information.
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Get Conversation History
Retrieve the full history of a conversation in Mistral AI. Returns all entries including messages, tool calls, function results, and agent handoffs. Use this to review conversation context or export conversation data. Note: This is a beta endpoint.
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Get Conversation Messages
Retrieve all messages from a Mistral AI conversation. Use when you need to fetch the complete message history for a specific conversation.
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Get dataset
Retrieve an observability dataset by its UUID.
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Get dataset import task
Retrieve the status and progress of one dataset import task.
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Get dataset record
Retrieve a conversation record from an observability dataset.
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Get document extracted text URL
Retrieve a signed URL to download the extracted text from a document in a Mistral AI library. This is a beta endpoint. Note: Only documents that undergo OCR processing (such as PDFs) will have extracted text available; plain text files that don't require OCR will return a 404 error.
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Get document signed URL
Get a signed URL to download a document from a Mistral AI library. Returns a temporary URL that provides direct access to download the document content. Use this when you need to retrieve document files from a library. The signed URL is typically valid for 30 minutes.
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Get Document Status
Retrieve the processing status of a document in a Mistral AI library. Use this to check if a document has finished processing after upload. Returns the document ID and its current processing status.
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Get Document Text Content
Retrieve the extracted text content of a specific document from a Mistral AI library (Beta). Returns the full text content extracted from the document. Use the List Libraries action first to obtain valid library IDs, then use List Library Documents to get document IDs.
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Get File Signed URL
Get a time-limited signed URL for downloading a file from Mistral AI. Use when you need a temporary download link that can be shared or used externally. The URL expires after the specified number of hours (default 24).
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Get Judge
Retrieve a saved observability judge by UUID.
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Get library
Retrieve detailed information about a specific library. Returns complete library metadata including name, description, document counts, size, timestamps, and ownership details. Use List Libraries action first to obtain valid library IDs.
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Get Library Document
Retrieve metadata for a specific document in a Mistral AI library. Returns detailed information including processing status, size, summary, token counts, and timestamps. Use this to check document status after upload or to retrieve details for a known document.
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Get Model
Tool to retrieve detailed information about a specific Mistral AI model by its ID. Returns model metadata including capabilities, context length, and ownership. Use when you need to inspect model specifications before using it.
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Get Similar Chat Completion Events
Retrieve observability events similar to a specified event.
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Get Voice
Get saved voice metadata without sample audio.
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Get Voice Sample
Download a saved voice's sample as a WAV audio file.
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Get Workflow
Retrieve a workflow definition and its active-worker status by name or ID.
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Get Workflow Deployment
Retrieve a workflow deployment and its registered workers.
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Get Workflow Execution
Retrieve the current state and result of a workflow execution.
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Get Workflow Execution History
Retrieve the event history for a workflow execution.
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Get Workflow Execution OpenTelemetry Trace
Retrieve raw OpenTelemetry trace data for a workflow execution.
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Get Workflow Execution Trace Events
Retrieve trace events for a workflow execution.
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Get Workflow Execution Trace Summary
Retrieve a hierarchical trace summary for a workflow execution.
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Get Workflow Metrics
Retrieve aggregate execution, error, latency, and retry metrics for a workflow.
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Get Workflow Registration
Retrieve one workflow registration and its worker availability.
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Get Workflow Run
Retrieve a workflow run's status, timing, execution IDs, and result.
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Get Workflow Run History
Retrieve the event history for a workflow run.
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Judge Chat Completion Event
Evaluate one chat completion event with an inline judge definition.
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Judge Conversation
Run a saved observability judge against a supplied conversation.
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Judge dataset record
Evaluate one dataset record with a supplied non-durable judge definition.
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List agent aliases
Retrieve all aliases for an agent version. Use to view and manage version aliases for an agent. Note: This is a beta endpoint.
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List Agent Versions
List all versions of a specific agent. Use when you need to view the version history of an agent. Note: This is a beta endpoint.
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List Agents
Tool to list all configured agents (Beta). Use when you need to retrieve a list of agents available in your organization.
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List Batch Jobs
Tool to retrieve a list of all batch jobs with optional filtering and pagination. Use when you need to view or manage batch processing jobs.
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List campaign selected events
List chat-completion events selected by an observability campaign.
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List campaigns
List observability campaigns, optionally filtering them by a text query.
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List Chat Completion Fields
List fields and operators available for observability event filtering.
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List Connector Tools
List tools exposed by an MCP connector.
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List Connectors
List custom MCP connectors without returning connection secrets.
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List Conversations
List all created conversations (Beta). Use to retrieve conversation history or manage existing conversations. Supports pagination and metadata filtering.
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List dataset import tasks
List import tasks associated with an observability dataset.
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List dataset records
List conversation records stored in an observability dataset.
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List datasets
List observability datasets, optionally filtering them by a text query.
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List Files
Tool to list all files available to the user. Use when you need to view or manage uploaded files, supports pagination.
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List Fine Tuning Jobs
List fine-tuning jobs with optional filtering and pagination. Use this tool to retrieve all fine-tuning jobs for your organization. Supports filtering by model, status, creation time, and W&B integration. Results are paginated; use 'page' and 'page_size' to navigate large result sets.
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List Judges
List saved observability judges with filtering, search, and pagination.
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List libraries
List all document libraries accessible to your organization. Returns library metadata including id, name, description, document counts, and timestamps. Use to discover available libraries before listing or uploading documents. Note: This is a beta endpoint.
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List Library Documents
List all documents in a Mistral AI document library. Returns document metadata including name, processing status, size, summary, and timestamps. Use the List Libraries action first to obtain valid library IDs. Supports pagination for large libraries.
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List library shares
List all sharing permissions for a document library. Returns details about who has access to the library, including role, share type, and user/organization identifiers. Use the List Libraries action first to obtain valid library IDs. Note: This is a beta endpoint.
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List Models
Tool to retrieve all available Mistral AI models including base models and fine-tuned models. Use when you need to see what models are available for chat completions, embeddings, or fine-tuning.
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List Voices
List saved voices without sample audio data.
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List Workflow Deployments
List workflow worker deployments, optionally filtering to active deployments or a workflow.
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List Workflow Events
List durable workflow lifecycle and task events with cursor pagination.
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List Workflow Registrations
List workflow registrations with sharing, activity, archival, and cursor filters.
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List Workflow Runs
List workflow runs with status, search, and cursor pagination filters.
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List Workflow Schedules
List workflow schedules with timing, time zone, and execution policy details.
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Query Workflow Execution
Invoke a read-only query handler on a running workflow execution.
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Reprocess document
Reprocess a document in a Mistral AI library (Beta). Use when you need to trigger reprocessing of a document, such as after updating library settings or to refresh document embeddings. Both library_id and document_id must be valid UUIDs. Returns an empty response on success (HTTP 204).
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Restart Conversation
Tool to restart a conversation from a specific point (Beta). Use when you need to branch a conversation or replay it from a particular message. Creates a new conversation starting from the specified entry.
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Retrieve File
Retrieve metadata of a file uploaded to Mistral AI. Returns file details including size, filename, purpose, and creation time. Use List Files action first to obtain valid file IDs.
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Search Chat Completion Events
Search observability chat completion events and return previews or only IDs.
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Start Conversation
Tool to start a new conversation with a Mistral AI agent or base model. Use when initiating a conversational interaction that requires context tracking. Either 'model' or 'agent_id' must be provided. Returns a conversation_id for continuing the conversation.
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Unarchive Fine-Tuned Model
Restore an archived fine-tuned model.
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Update Agent
Tool to update an existing agent's configuration. Use when you need to modify an agent's name, description, model, instructions, tools, or other settings.
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Update agent version
Tool to update the current version of an agent (Beta). Use when you need to switch an agent to a different version from its available versions.
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Update Fine-Tuned Model
Update the name or description of a fine-tuned model.
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Update library
Tool to update an existing document library's properties. Use when you need to modify a library's name or description. Note: This is a beta endpoint.
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Update library document
Update the metadata of a document in a Mistral AI library. Use this to modify a document's name or add/update custom attributes without re-uploading the file content. This is a beta endpoint.
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Upload File
Upload a file to Mistral AI for use in fine-tuning, batch processing, or OCR. Use this tool to: - Upload .jsonl files for fine-tuning models - Upload files for batch processing requests - Upload documents for OCR processing Maximum file size: 512 MB. For fine-tuning, only .jsonl files are supported.
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Upload Library Document
Upload a document to a Mistral AI library for use with RAG-enabled agents. Use this action to add documents to a library that can be accessed by Mistral AI agents. The uploaded document will be processed and indexed for retrieval-augmented generation. Prerequisites: - First obtain a valid library_id using MISTRAL_AI_LIST_LIBRARIES or MISTRAL_AI_CREATE_LIBRARY. - Supported file formats include PDF, TXT, DOC, DOCX, and other common document types. - Maximum file size is 100 MB per document.
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How the Mistral AI integration works
The Mistral AI integration connects your Dench AI CRM directly to Mistral AI, so agents can read and act on your Mistral AI data as part of everyday work — answering questions in chat, keeping your CRM in sync, and running automations without anyone copying data between tools.
105 actions are available for agents to invoke on your behalf. Every call runs through Mistral AI's own authorization, scoped to the account you connect.
Set up Mistral AI in Dench
- 1
Sign in to your Dench workspace and open Integrations.
- 2
Find Mistral AI and click Connect — you'll authorize access through Mistral AI's own sign-in flow. No API keys or code required.
- 3
Ask an agent to use Mistral AI in chat, or call it from an automation.
- 4
Manage or disconnect the connection any time from workspace settings.
Frequently asked questions
How does the Mistral AI integration work with Dench?
The Dench Mistral AI integration connects your AI CRM to Mistral AI, so AI agents can work with your Mistral AI data as part of chats, automations, and CRM workflows. You connect your account once, and every agent in your workspace can use it — governed by your workspace permissions.
What actions can AI agents perform with Mistral AI via Dench?
The Mistral AI integration currently exposes 105 actions, including Append to conversation, Archive Fine-Tuned Model, Count Chat Completion Field Options, Create Agent, Create Agents Completion, and Create Audio Transcription. Agents invoke them on your behalf from chat or from automations.
Do I need to write code to connect Mistral AI to Dench?
No. You connect Mistral AI from your Dench workspace using Mistral AI's own sign-in and authorization flow — no API keys to copy, no glue code to maintain.
Is the Mistral AI integration secure?
Connections are authorized through Mistral AI's own authentication flow, and Dench stores only the authorization needed to act on your behalf. You can review and disconnect the Mistral AI connection from your workspace settings at any time.