567-labs / instructorLinks
structured outputs for llms
☆10,603Updated this week
Alternatives and similar repositories for instructor
Users that are interested in instructor are comparing it to the libraries listed below
Sorting:
- Structured Text Generation☆11,666Updated this week
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆11,299Updated last week
- Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management.☆16,619Updated this week
- Build Conversational AI in minutes ⚡️☆9,752Updated 3 weeks ago
- DSPy: The framework for programming—not prompting—language models☆24,538Updated this week
- Agent Framework / shim to use Pydantic with LLMs☆9,748Updated this week
- Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sag…☆23,128Updated this week
- the AI-native open-source embedding database☆20,090Updated this week
- Supercharge Your LLM Application Evaluations 🚀☆9,262Updated last week
- Superfast AI decision making and intelligent processing of multi-modal data.☆2,604Updated 3 weeks ago
- Build resilient language agents as graphs.☆13,256Updated this week
- Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.☆6,502Updated this week
- ✨ AI agents that spark joy☆5,731Updated last week
- A language model programming library.☆5,766Updated 3 months ago
- Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work t…☆32,228Updated this week
- Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Ge…☆6,662Updated this week
- A framework for serving and evaluating LLM routers - save LLM costs without compromising quality☆3,968Updated 9 months ago
- Retrieval Augmented Generation (RAG) chatbot powered by Weaviate☆7,133Updated 2 months ago
- Harness LLMs with Multi-Agent Programming☆3,349Updated this week
- Adding guardrails to large language models.☆5,022Updated 2 weeks ago
- [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…☆5,111Updated 2 months ago
- A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.☆12,453Updated this week
- 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with Open…☆11,759Updated this week
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,473Updated 2 weeks ago
- SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.☆6,904Updated this week
- ☆5,900Updated 2 weeks ago
- LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.☆21,545Updated this week
- 🥷 Run AI-agents with an API☆5,850Updated last month
- Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.☆19,824Updated 2 months ago
- Semantic cache for LLMs. Fully integrated with LangChain and llama_index.☆7,566Updated 8 months ago