[PR #2941] [MERGED] Add Instructor #6650

New Issue

GiteaMirror · 2026-04-17T07:35:43-05:00

GiteaMirror commented

2026-04-17 07:35:43 -05:00

📋 Pull Request Information

Original PR: https://github.com/vinta/awesome-python/pull/2941
Author: @CarlosAlbertoFurtado
Created: 3/3/2026
Status: ✅ Merged
Merged: 3/4/2026
Merged by: @JinyangWang27

Base: master ← Head: add-instructor

📝 Commits (1)

68544e2 Add Instructor to Machine Learning section

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

Project

Instructor

Checklist

One project per PR
PR title format: Add project-name
Entry format: * [project-name](url) - Description ending with period.
Description is concise and short

Why This Project Is Awesome

Which criterion does it meet? (pick one)

Industry Standard - The go-to tool for a specific use case
Rising Star - 5000+ stars in < 2 years, significant adoption
Hidden Gem - Exceptional quality, solves niche problems elegantly

Explain:
Instructor is the most popular Python library for extracting structured data from LLMs using Pydantic models, with 12.5k+ GitHub stars and 3M+ monthly downloads on PyPI.

How It Differs

pydantic-ai focuses on building agent workflows, while Instructor is specifically designed for structured data extraction and validation from LLM outputs. LangChain and LlamaIndex are broader application frameworks.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/vinta/awesome-python/pull/2941 **Author:** [@CarlosAlbertoFurtado](https://github.com/CarlosAlbertoFurtado) **Created:** 3/3/2026 **Status:** ✅ Merged **Merged:** 3/4/2026 **Merged by:** [@JinyangWang27](https://github.com/JinyangWang27) **Base:** `master` ← **Head:** `add-instructor` --- ### 📝 Commits (1) - [`68544e2`](https://github.com/vinta/awesome-python/commit/68544e289246cf19a41835a880657d70b84e25d1) Add Instructor to Machine Learning section ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## Project [Instructor](https://github.com/567-labs/instructor) ## Checklist - [x] One project per PR - [x] PR title format: `Add project-name` - [x] Entry format: `* [project-name](url) - Description ending with period.` - [x] Description is concise and short ## Why This Project Is Awesome Which criterion does it meet? (pick one) - [x] **Industry Standard** - The go-to tool for a specific use case - [ ] **Rising Star** - 5000+ stars in < 2 years, significant adoption - [ ] **Hidden Gem** - Exceptional quality, solves niche problems elegantly Explain: Instructor is the most popular Python library for extracting structured data from LLMs using Pydantic models, with 12.5k+ GitHub stars and 3M+ monthly downloads on PyPI. ## How It Differs pydantic-ai focuses on building agent workflows, while Instructor is specifically designed for structured data extraction and validation from LLM outputs. LangChain and LlamaIndex are broader application frameworks. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-17 07:35:43 -05:00

GiteaMirror closed this issue

2026-04-17 07:35:44 -05:00

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Reference: github-starred/awesome-python#6650