<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Mistral on AI Knowledge Base</title><link>https://learn-ai.blindshot.kz/source/mistral/</link><description>Recent content in Mistral on AI Knowledge Base</description><generator>Hugo</generator><language>en-us</language><atom:link href="https://learn-ai.blindshot.kz/source/mistral/index.xml" rel="self" type="application/rss+xml"/><item><title>01 Intro Basics</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_01_intro_basics/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_01_intro_basics/</guid><description>Learn the basics of fine-tuning LLMs with Mistral AI&amp;rsquo;s API and open-source tools for optimized performance</description></item><item><title>02 Prepare Dataset</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_02_prepare_dataset/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_02_prepare_dataset/</guid><description>Learn how to prepare datasets for fine-tuning models across various use cases, from tone to coding and RAG</description></item><item><title>Agents &amp; Conversations</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/agents_and_conversations/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/agents_and_conversations/</guid><description>Agents &amp;amp; Conversations API: Create, manage agents with tools, and handle interactive conversations with persistent history</description></item><item><title>Agents Function Calling</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/agents_function_calling/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/agents_function_calling/</guid><description>Agents use tools and function calling to perform tasks, with built-in and customizable options</description></item><item><title>Agents Handoffs</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/handoffs/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/handoffs/</guid><description>Agents Handoffs enable seamless task delegation and workflow automation between multiple agents with diverse tools and capabilities</description></item><item><title>Agents Introduction</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/agents_introduction/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/agents_introduction/</guid><description>Introduction to Mistral&amp;rsquo;s agent system — autonomous task execution with tools, state persistence, connectors (code interpreter, web search), and multi-agent collaboration.</description></item><item><title>Ambassador</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/contribute/ambassador/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/contribute/ambassador/</guid><description>Join Mistral AI&amp;rsquo;s Ambassador Program to advocate, create content, and gain exclusive benefits for AI enthusiasts</description></item><item><title>Annotations</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/annotations/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/annotations/</guid><description>Mistral Document AI API extracts structured data from documents using custom JSON annotations for bboxes and full documents</description></item><item><title>Audio &amp; Transcription</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/audio_and_transcription/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/audio_and_transcription/</guid><description>Audio &amp;amp; Transcription: Voxtral models enable chat and transcription via audio input with various file-passing methods</description></item><item><title>AWS Bedrock</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/aws/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/aws/</guid><description>Deploy and query Mistral AI models on AWS Bedrock with fully managed, serverless endpoints</description></item><item><title>Azure AI</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/azure/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/azure/</guid><description>Deploy and query Mistral AI models on Azure AI via serverless MaaS or GPU-based endpoints</description></item><item><title>Basic OCR</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/basic_ocr/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/basic_ocr/</guid><description>Extract text and structured content from PDFs and images with Mistral&amp;rsquo;s Document AI OCR processor</description></item><item><title>Basic RAG</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/basic-rag/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/basic-rag/</guid><description>Learn how to build a basic RAG system by combining retrieval and generation for AI-powered knowledge-based responses</description></item><item><title>Batch Inference</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/batch_inference/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/batch_inference/</guid><description>Process multiple API requests in batches with customizable models, endpoints, and metadata</description></item><item><title>Bienvenue to Mistral AI Documentation</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/docs_introduction/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/docs_introduction/</guid><description>Mistral AI offers open-source and commercial LLMs, APIs, and tools for developers and enterprises to build AI-powered applications</description></item><item><title>Citations and References</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/citations_and_references/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/citations_and_references/</guid><description>Citations and references enable models to ground responses with sources, ideal for RAG and agentic applications</description></item><item><title>Classifier Factory</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/finetuning/classifier-factory/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/finetuning/classifier-factory/</guid><description>Create and fine-tune custom classification models for intent detection, moderation, sentiment analysis, and more using Mistral&amp;rsquo;s Classifier Factory</description></item><item><title>Cloud</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/overview/</guid><description>Access Mistral AI models via Azure, AWS, Google Cloud, Snowflake, IBM, and Outscale using cloud credits</description></item><item><title>Code Embeddings</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/embeddings/code_embeddings/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/embeddings/code_embeddings/</guid><description>Code embeddings enable retrieval, clustering, and analytics for code databases and coding assistants using Mistral AI&amp;rsquo;s API</description></item><item><title>Code Interpreter</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/code_interpreter/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/code_interpreter/</guid><description>Code Interpreter enables safe, on-demand code execution for data analysis, graphing, and more in isolated containers</description></item><item><title>Coding</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/coding/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/coding/</guid><description>Mistral AI offers Codestral for code generation &amp;amp; FIM, and Devstral for agentic tool use in software development, with integrations for IDEs and frameworks</description></item><item><title>Connectors Overview</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/connectors_overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/connectors_overview/</guid><description>Connectors enable Agents and users to access tools like websearch, code interpreter, image generation, and document library on demand</description></item><item><title>Contribute</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/contribute/overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/contribute/overview/</guid><description>Learn how to contribute to Mistral AI through docs, code, community, and the Ambassador Program</description></item><item><title>Custom Structured Output</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/structured-output/custom/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/structured-output/custom/</guid><description>Define and enforce JSON output formats using Pydantic or Zod schemas with Mistral AI</description></item><item><title>Deploy with Cerebrium</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/cerebrium/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/cerebrium/</guid><description>Deploy AI apps effortlessly with Cerebrium&amp;rsquo;s serverless GPU infrastructure and auto-scaling.&amp;quot; (99 characters)</description></item><item><title>Deploy with Cloudflare Workers AI</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/cloudflare/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/cloudflare/</guid><description>Deploy AI models on Cloudflare&amp;rsquo;s global network with Workers AI for serverless GPU-powered LLMs</description></item><item><title>Deploy with SkyPilot</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/skypilot/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/skypilot/</guid><description>Deploy AI models on any cloud with SkyPilot for cost savings, high GPU availability, and managed execution</description></item><item><title>Document AI</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/document_ai_overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/document_ai_overview/</guid><description>Mistral Document AI offers enterprise-grade OCR, structured data extraction, and multilingual support for fast, accurate document processing</description></item><item><title>Document Library</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/document_library/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/document_library/</guid><description>Document Library enhances agents with uploaded documents via Mistral Cloud&amp;rsquo;s built-in RAG tool</description></item><item><title>Document QnA</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/document_qna/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/document_ai/document_qna/</guid><description>Document QnA combines OCR and AI to enable natural language queries on document content for insights and extraction</description></item><item><title>download the validation and reformat script</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_03_e2e_examples/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_03_e2e_examples/</guid><description>Download the reformat_data.py script to validate and reformat datasets for Mistral API fine-tuning</description></item><item><title>Embeddings Overview</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/embeddings/embeddings_overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/embeddings/embeddings_overview/</guid><description>Mistral&amp;rsquo;s Embeddings API for text and code vector representations — supporting retrieval, clustering, and classification with open-weight models.</description></item><item><title>Evaluation</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/evaluation/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/evaluation/</guid><description>Guide to evaluating LLMs for specific tasks with metrics, human, and LLM-based methods</description></item><item><title>Fine-tuning</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning/</guid><description>Fine-tuning models incurs a $2 monthly storage fee per model; see pricing for details</description></item><item><title>Function calling</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/function-calling/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/function-calling/</guid><description>Function calling with Mistral models — integrate external tools for dynamic, data-driven responses using JSON Schema tool definitions.</description></item><item><title>get data from hugging face</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_04_faq/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/finetuning_sections/_04_faq/</guid><description>FAQ on data validation, size limits, job creation, and fine-tuning details for Mistral API and mistral-finetune</description></item><item><title>Glossary</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/glossary/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/glossary/</guid><description>Glossary of key AI and LLM terms, including LLMs, text generation, tokens, MoE, RAG, fine-tuning, function calling, embeddings, and temperature</description></item><item><title>IBM watsonx.ai</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/ibm-watsonx/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/ibm-watsonx/</guid><description>Mistral AI&amp;rsquo;s Large model on IBM watsonx.ai: SaaS &amp;amp; on-premise deployment with setup, API access, and usage guides</description></item><item><title>Image Generation</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/image_generation/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/image_generation/</guid><description>Built-in tool for agents to generate images on demand with detailed output handling and download options</description></item><item><title>JSON mode</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/structured-output/json-mode/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/structured-output/json-mode/</guid><description>Enable JSON mode by setting response_format to type json_object in API requests</description></item><item><title>La Plateforme</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/overview/</guid><description>Mistral AI&amp;rsquo;s La Plateforme offers pay-as-you-go API access to its latest models with flexible deployment options</description></item><item><title>MCP</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/mcp/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/mcp/</guid><description>MCP is an open standard protocol for seamless AI model integration with data sources and tools</description></item><item><title>Model customization</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/model_customization/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/model_customization/</guid><description>Learn how to customize LLMs for your application with system prompts, fine-tuning, and moderation layers</description></item><item><title>Model selection</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/model_selection/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/model_selection/</guid><description>Guide to selecting Mistral models based on performance, cost, and use case complexity.&amp;rsquo; (99 characters)</description></item><item><title>Model weights</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/weights/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/weights/</guid><description>Open-source pre-trained and instruction-tuned models with various licenses, download links, and usage guidelines</description></item><item><title>Models Benchmarks</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/benchmark/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/benchmark/</guid><description>Mistral&amp;rsquo;s benchmarked models excel in reasoning, multilingual tasks, coding, and multimodal capabilities, outperforming competitors in key benchmarks</description></item><item><title>Models Overview</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/models/overview/</guid><description>Mistral offers open and premier models for various tasks, including text, code, audio, and multimodal processing</description></item><item><title>Moderation</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/moderation/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/moderation/</guid><description>Mistral&amp;rsquo;s moderation API detects harmful content across multiple categories using AI-powered classification for text and conversations</description></item><item><title>Observability</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/observability/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/observability/</guid><description>Observability for LLMs ensures visibility, debugging, and performance optimization across prototyping, testing, and production</description></item><item><title>Other resources</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/other-resources/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/other-resources/</guid><description>Explore Mistral AI Cookbook for code examples, community contributions, and third-party tool integrations</description></item><item><title>Outscale</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/outscale/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/outscale/</guid><description>Deploy and query Mistral AI models on Outscale via managed VMs and REST APIs</description></item><item><title>Predicted outputs</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/predicted-outputs/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/predicted-outputs/</guid><description>Optimize response time by predefining predictable content for faster, efficient AI outputs.&amp;quot; (99 characters)</description></item><item><title>Prefix</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/prefix/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/prefix/</guid><description>Prefixes enhance model responses by improving language adherence, saving tokens, enabling roleplay, and strengthening safeguards</description></item><item><title>Pricing</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/pricing/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/pricing/</guid><description>Check the pricing page for detailed API cost information</description></item><item><title>Prompting capabilities</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/prompting-capabilities/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/prompting-capabilities/</guid><description>Learn effective prompting techniques for classification, summarization, personalization, and evaluation with Mistral models</description></item><item><title>Quickstart</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/quickstart/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/quickstart/</guid><description>Quickstart guide for setting up a Mistral AI account, configuring billing, and using the API for models and embeddings</description></item><item><title>Rate limit and usage tiers</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/tier/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/tier/</guid><description>Learn about Mistral&amp;rsquo;s API rate limits, usage tiers, and how to upgrade for higher capacity.&amp;rsquo; (99 characters)</description></item><item><title>Reasoning</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/reasoning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/reasoning/</guid><description>Reasoning models generate logical chains of thought to solve problems, improving accuracy with extra compute time.&amp;quot; (99 characters)</description></item><item><title>Sampling</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/sampling/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/sampling/</guid><description>Learn how to adjust LLM sampling parameters like Temperature, Top P, and penalties for better output control</description></item><item><title>SDK Clients</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/clients/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/getting-started/clients/</guid><description>Official Python &amp;amp; TypeScript SDKs and community clients for Mistral AI</description></item><item><title>Self-deployment</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/overview/</guid><description>Deploy Mistral AI models on your infrastructure using vLLM, TensorRT-LLM, TGI, or tools like SkyPilot and Cerebrium</description></item><item><title>Snowflake Cortex</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/sfcortex/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/sfcortex/</guid><description>Access Mistral AI models on Snowflake Cortex as serverless, fully managed endpoints for SQL &amp;amp; Python</description></item><item><title>Structured Output</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/structured-output/overview/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/structured-output/overview/</guid><description>Learn to generate structured outputs like JSON for LLM agents and pipelines, with custom and flexible formatting options</description></item><item><title>TensorRT</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/trt/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/trt/</guid><description>Guide to building and deploying TensorRT-LLM engines with Triton inference server</description></item><item><title>Text &amp; Vision Fine-tuning</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/finetuning/text-vision-finetuning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/finetuning/text-vision-finetuning/</guid><description>Fine-tune Mistral&amp;rsquo;s text and vision models with custom datasets in JSONL format for domain-specific or conversational improvements</description></item><item><title>Text and Chat Completions</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/text_and_chat_completions/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/text_and_chat_completions/</guid><description>Mistral models enable chat and text completions with customizable prompts, roles, and streaming options</description></item><item><title>Text Embeddings</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/embeddings/text_embeddings/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/embeddings/text_embeddings/</guid><description>Generate and use text embeddings with Mistral AI&amp;rsquo;s API for NLP tasks like similarity, classification, and retrieval</description></item><item><title>Text Generation Inference</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/tgi/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/tgi/</guid><description>TGI is a toolkit for deploying and serving LLMs with high-performance text generation features like quantization and OpenAI-like API support</description></item><item><title>Tokenization</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/tokenization/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/guides/tokenization/</guid><description>Learn about Mistral AI&amp;rsquo;s tokenization process, including subword tokenization, control tokens, and Python implementation for LLMs</description></item><item><title>Vertex AI</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/vertex/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/cloud/vertex/</guid><description>Deploy and query Mistral AI models on Google Cloud Vertex AI as serverless endpoints</description></item><item><title>Vision</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/vision/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/capabilities/vision/</guid><description>Multimodal AI models analyze images and text for insights, supporting use cases like OCR, chart understanding, and receipt transcription</description></item><item><title>vLLM</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/vllm/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/self-deployment/vllm/</guid><description>vLLM is an open-source LLM inference engine optimized for deploying Mistral models on-premise</description></item><item><title>Websearch</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/websearch/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/agents/connectors/websearch/</guid><description>Websearch enables models to browse the web for real-time, up-to-date information and access specific websites</description></item><item><title>Workspaces</title><link>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/organization/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://learn-ai.blindshot.kz/docs/mistral/docs/deployment/laplateforme/organization/</guid><description>La Plateforme workspaces enable team collaboration, access control, and shared fine-tuned models.&amp;rsquo; (99 characters)</description></item></channel></rss>