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What is docs.mistral.ai?

Mistral AI offers a range of powerful Large Language Models (LLMs) designed to drive innovation and convenience for developers. These models excel in multilingual capabilities, code generation, mathematics, and advanced reasoning. The platform provides access to both premier models, such as Mistral Large and Pixtral Large, and free models, including Mistral Small and Pixtral.

Developers can leverage the Mistral AI APIs to integrate LLM functionalities into their applications. Key capabilities include text generation with streaming, vision for image analysis, code generation, embeddings for semantic representation, function calling, and fine-tuning for model customization. Additional features like JSON mode and guardrailing further enhance developer control and application development.

Features

  • Text Generation: Enables streaming and provides the ability to display partial model results in real-time.
  • Vision: Enables the analysis of images and provides insights based on visual content in addition to text.
  • Code Generation: Empowers code generation tasks, including fill-in-the-middle and code completion.
  • Embeddings: Useful for RAG where it represents the meaning of text as a list of numbers.
  • Function Calling: Enables Mistral models to connect to external tools.
  • Fine-tuning: Enables developers to create customized and specialized models.
  • JSON Mode: Enables developers to set the response format to json_object.
  • Guardrailing: Enables developers to enforce policies at the system level of Mistral models.
  • Mistral Moderation: Enables users to detect harmful text content.

Use Cases

  • Developing new products and applications powered by LLMs.
  • Integrating LLM functionalities into existing applications.
  • Creating custom and specialized language models.
  • Building applications with multilingual support.
  • Developing applications with image and text understanding capabilities.
  • Automating code generation tasks.

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