structured outputs for llms
☆13,181Jun 15, 2026Updated last week
Alternatives and similar repositories for instructor
Users that are interested in instructor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Structured Outputs☆13,964May 18, 2026Updated last month
- DSPy: The framework for programming—not prompting—language models☆35,064Updated this week
- an ambient intelligence library☆6,168May 12, 2026Updated last month
- Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing a…☆50,785Updated this week
- A guidance language for controlling large language models.☆21,500May 21, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- LlamaIndex is the leading document agent and OCR platform☆50,188Updated this week
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,934May 17, 2025Updated last year
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆14,964Updated this week
- Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.☆23,318May 14, 2026Updated last month
- Supercharge Your LLM Application Evaluations 🚀☆14,430Feb 24, 2026Updated 3 months ago
- AI Agent Framework, the Pydantic way☆17,828Updated this week
- Adding guardrails to large language models.☆7,014Updated this week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆25,571Updated this week
- A programming framework for agentic AI☆59,069Apr 15, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Universal memory layer for AI Agents☆58,750Updated this week
- Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work t…☆53,781Updated this week
- Build, run, and manage agent platforms.☆40,674Jun 13, 2026Updated last week
- A language for constraint-guided and efficient LLM programming.☆4,185May 22, 2025Updated last year
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,903Apr 13, 2026Updated 2 months ago
- Go ahead and axolotl questions☆12,061Updated this week
- Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.☆21,646Apr 15, 2026Updated 2 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆83,135Updated this week
- 🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenT…☆29,372Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Build Conversational AI in minutes ⚡️☆12,209Jun 11, 2026Updated last week
- 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows☆12,657Jun 11, 2026Updated last week
- The agent engineering platform.☆139,241Jun 14, 2026Updated last week
- An autonomous agent that conducts deep research on any data using any LLM providers☆27,799May 28, 2026Updated 3 weeks ago
- aider is AI pair programming in your terminal☆46,496May 22, 2026Updated 3 weeks ago
- Superfast AI decision making and intelligent processing of multi-modal data.☆3,620May 23, 2026Updated 3 weeks ago
- The LLM Evaluation Framework☆16,192Updated this week
- AI Observability & Evaluation☆10,174Updated this week
- A Bulletproof Way to Generate Structured JSON from Language Models☆4,926Feb 24, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.☆66,620Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,425Jun 9, 2026Updated last week
- A language model programming library.☆5,875Jun 5, 2025Updated last year
- Harness LLMs with Multi-Agent Programming☆4,042Updated this week
- SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersec…☆19,559Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆33,737Jun 12, 2026Updated last week
- A lightweight coding agent for open models like Deepseek, Kimi, and Qwen☆64,038Updated this week