General
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General
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Installing Instructor with Pip
Learn how to install Instructor and its dependencies using pip for Python 3.9+. Simple setup guide included.
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General
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Instructor - Multi-Language Library for Structured LLM Outputs | Python, TypeScript, Go, Ruby
Get structured, validated data from any LLM with Instructor - the #1 library for LLM data extraction. Supports 15+ providers (OpenAI, Anthropic, Google, Ollama, DeepSeek) in 6 languages. Built on type-safe schemas with automatic retries, streaming, and nested object support.
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General
PromptBeginner5 minmarkdown
Getting Started with Instructor: Help and Resources
Explore key resources for getting help with Instructor, including Discord, blog, concepts, cookbooks, and GitHub discussions.
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General
PromptBeginner5 minmarkdown
Getting Started
A step-by-step guide to getting started with Instructor for structured outputs from LLMs
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General
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Frequently Asked Questions
Common questions and answers about using Instructor
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General
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Debugging Instructor Applications
Learn how to debug Instructor applications with hooks, logging, and exception handling. Practical techniques for inspecting inputs, outputs, and retries.
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General
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Contribute to Instructor: Evals, Issues, and Pull Requests
Join us in enhancing the Instructor library with evals, report issues, and submit pull requests on GitHub. Collaborate and contribute!
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General
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Instructor Architecture Overview
Learn about the internal architecture and design decisions of the Instructor library
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General
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API Reference Guide
Explore the comprehensive API reference with details on instructors, validation, iteration, and function calls.
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General
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Documentation Agent Guide
Internal guide for maintaining and improving Instructor documentation
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General
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site_name: DSPy
site_description: The framework for programming—rather than prompting—language models.
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General
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**If you're looking to understand the framework, please go to the [DSPy Docs at dspy.ai](https://dspy.ai)**
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General
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site
.cache
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General
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CrewAI Documentation
Build collaborative AI agents, crews, and flows — production ready from day one.
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General
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openapi: 3.0.3
info:
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General
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openapi: 3.0.3
info:
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General
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openapi: 3.0.3
info:
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General
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openapi: 3.0.3
info:
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General
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Documentation
This directory contains the documentation source code for LlamaIndex, available at https://docs.llamaindex.ai.
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General
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build output
dist/
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General
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LangGraph examples
This directory is retained purely for archival purposes and is no longer updated. The examples previously found here have been moved to the newly [consolidated LangChain documentation](https://docs.langchain.com/oss/python/langgraph/overview). Please refer to the LangChain docs for the most up-to-da
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General
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lockfileVersion: '9.0'
settings:
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General
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Feature Behavior Testing Plan for vibe-tools
This document outlines our approach to regression testing for vibe-tools using AI agents. We create feature behavior files that describe desired behaviors, and AI agents determine how to test these behaviors using vibe-tools. The agents generate detailed reports and simple PASS/FAIL results for auto
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