--- title: Generating Structured Output From OpenAI, Anthropic, and... description: Learn how to generate structured output from OpenAI, Anthropic, and Azure AI using LangChain and Pydantic. Standardize the output obtained from language models... canonical: https://daily.dev/posts/generating-structured-output-from-openai-anthropic-and-azure-ai-using-langchain-following-pydantic-3ioz2xfia twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Generating Structured Output From OpenAI, Anthropic, and Azure AI Using LangChain following Pydantic Approach | daily.dev og:description: Learn how to generate structured output from OpenAI, Anthropic, and Azure AI using LangChain and Pydantic. Standardize the output obtained from language models... og:url: https://daily.dev/posts/generating-structured-output-from-openai-anthropic-and-azure-ai-using-langchain-following-pydantic-3ioz2xfia og:image: https://api.daily.dev/og/posts/3IoZ2xFIA.png og:image:alt: Generating Structured Output From OpenAI, Anthropic, and Azure AI Using LangChain following Pydantic Approach og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Generating Structured Output From OpenAI, Anthropic, and Azure AI Using LangChain following Pydantic Approach **[GoPenAI](https://daily.dev/sources/gopenai)** · 4 min read · 1 upvotes · 0 comments ## Summary Learn how to generate structured output from OpenAI, Anthropic, and Azure AI using LangChain and Pydantic. Standardize the output obtained from language models for easy manipulation programmatically. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#anthropic](https://daily.dev/tags/anthropic), [#azure-ai](https://daily.dev/tags/azure-ai), [#langchain](https://daily.dev/tags/langchain), [#openai](https://daily.dev/tags/openai) [View this post on daily.dev](https://daily.dev/posts/generating-structured-output-from-openai-anthropic-and-azure-ai-using-langchain-following-pydantic-3ioz2xfia) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Generating Structured Output From OpenAI, Anthropic, and Azure AI Using LangChain following Pydantic Approach","url":"https://daily.dev/posts/generating-structured-output-from-openai-anthropic-and-azure-ai-using-langchain-following-pydantic-3ioz2xfia","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/generating-structured-output-from-openai-anthropic-and-azure-ai-using-langchain-following-pydantic-3ioz2xfia"},"datePublished":"2024-05-09T14:42:23.120Z","dateModified":"2025-09-06T02:41:09.564Z","description":"Learn how to generate structured output from OpenAI, Anthropic, and Azure AI using LangChain and Pydantic. 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