567-labs / instructorLinks
structured outputs for llms
☆11,098Updated this week
Alternatives and similar repositories for instructor
Users that are interested in instructor are comparing it to the libraries listed below
Sorting:
- Structured Outputs☆12,188Updated this week
- DSPy: The framework for programming—not prompting—language models☆26,824Updated this week
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆12,035Updated last week
- Supercharge Your LLM Application Evaluations 🚀☆10,081Updated last week
- Harness LLMs with Multi-Agent Programming☆3,545Updated last week
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆5,300Updated 4 months ago
- Build Conversational AI in minutes ⚡️☆10,277Updated this week
- Adding guardrails to large language models.☆5,332Updated 2 weeks ago
- Build resilient language agents as graphs.☆16,612Updated this week
- A language model programming library.☆5,801Updated last month
- A framework for serving and evaluating LLM routers - save LLM costs without compromising quality☆4,132Updated 11 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,587Updated 2 months ago
- Knowledge Agents and Management in the Cloud☆4,069Updated last week
- Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sag…☆26,308Updated this week
- an ambient intelligence library☆5,828Updated last week
- 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with Open…☆14,218Updated this week
- Superfast AI decision making and intelligent processing of multi-modal data.☆2,691Updated last week
- Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.☆20,147Updated 4 months ago
- Retrieval Augmented Generation (RAG) chatbot powered by Weaviate☆7,219Updated 2 weeks ago
- Agent Framework / shim to use Pydantic with LLMs☆11,275Updated last week
- Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management.☆17,550Updated this week
- Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude,…☆7,742Updated this week
- Deploy your agentic worfklows to production☆2,045Updated 2 weeks ago
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,288Updated this week
- Desktop app for prototyping and debugging LangGraph applications locally.☆3,116Updated last month
- SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.☆7,123Updated last month
- A guidance language for controlling large language models.☆20,533Updated this week
- A Bulletproof Way to Generate Structured JSON from Language Models☆4,777Updated last year
- AI Observability & Evaluation☆6,505Updated this week
- Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including C…☆4,725Updated this week