MistralAI
Bundles contain custom components that support specific third-party integrations with Langflow.
This page describes the components that are available in the MistralAI bundle.
For more information about MistralAI features and functionality used by MistralAI components, see the MistralAI documentation.
MistralAI text generation
The MistralAI component generates text using MistralAI LLMs.
It can output either a Model Response (Message) or a Language Model (LanguageModel).
Use the Language Model output when you want to use a MistalAI model as the LLM for another LLM-driven component, such as a Language Model or Smart Function component.
For more information, see Language Model components.
MistralAI text generation parameters
Many MistralAI component input parameters are hidden by default in the visual editor. You can toggle parameters through the Controls in the component's header menu.
| Name | Type | Description |
|---|---|---|
| max_tokens | Integer | Input parameter. The maximum number of tokens to generate. Set to 0 for unlimited tokens (advanced). |
| model_name | String | Input parameter. The name of the Mistral AI model to use. Options include open-mixtral-8x7b, open-mixtral-8x22b, mistral-small-latest, mistral-medium-latest, mistral-large-latest, and codestral-latest. Default: codestral-latest. |
| mistral_api_base | String | Input parameter. The base URL of the Mistral API. Defaults to https://api.mistral.ai/v1 (advanced). |
| api_key | SecretString | Input parameter. The Mistral API Key to use for authentication. |
| temperature | Float | Input parameter. Controls randomness in the output. Default: 0.5. |
| max_retries | Integer | Input parameter. Maximum number of retries for API calls. Default: 5 (advanced). |
| timeout | Integer | Input parameter. Timeout for API calls in seconds. Default: 60 (advanced). |
| max_concurrent_requests | Integer | Input parameter. Maximum number of concurrent API requests. Default: 3 (advanced). |
| top_p | Float | Input parameter. Nucleus sampling parameter. Default: 1 (advanced). |
| random_seed | Integer | Input parameter. Seed for random number generation. Default: 1 (advanced). |
| safe_mode | Boolean | Input parameter. Enables safe mode for content generation (advanced). |
MistralAI Embeddings
The MistralAI Embeddings component generates embeddings using MistralAI models.
For more information about using embedding model components in flows, see Embedding Model components.
MistralAI Embeddings parameters
Many MistralAI Embeddings component input parameters are hidden by default in the visual editor. You can toggle parameters through the Controls in the component's header menu.
| Name | Type | Description |
|---|---|---|
| model | String | Input parameter. The MistralAI model to use. Default: "mistral-embed". |
| mistral_api_key | SecretString | Input parameter. The API key for authenticating with MistralAI. |
| max_concurrent_requests | Integer | Input parameter. The maximum number of concurrent API requests. Default: 64. |
| max_retries | Integer | Input parameter. The maximum number of retry attempts for failed requests. Default: 5. |
| timeout | Integer | Input parameter. The request timeout in seconds. Default: 120. |
| endpoint | String | Input parameter. The custom API endpoint URL. Default: https://api.mistral.ai/v1/. |
