Alternatives and similar repositories for instructor:

Users that are interested in instructor are comparing it to the libraries listed below

• stanfordnlp / dspy
  DSPy: The framework for programming—not prompting—language models
  ☆24,061Updated this week
• Chainlit / chainlit
  Build Conversational AI in minutes ⚡️
  ☆9,531Updated this week
• Unstructured-IO / unstructured
  Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
  ☆11,059Updated last week
• dottxt-ai / outlines
  Structured Text Generation
  ☆11,525Updated last week
• BerriAI / litellm
  Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sag…
  ☆21,842Updated this week
• guardrails-ai / guardrails
  Adding guardrails to large language models.
  ☆4,877Updated last week
• langchain-ai / langgraph
  Build resilient language agents as graphs.
  ☆12,325Updated this week
• langfuse / langfuse
  🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with Open…
  ☆11,078Updated this week
• explodinggradients / ragas
  Supercharge Your LLM Application Evaluations 🚀
  ☆9,025Updated 2 weeks ago
• langroid / langroid
  Harness LLMs with Multi-Agent Programming
  ☆3,281Updated this week
• confident-ai / deepeval
  The LLM Evaluation Framework
  ☆6,211Updated this week
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆9,290Updated this week
• weaviate / Verba
  Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
  ☆7,091Updated last month
• AnswerDotAI / RAGatouille
  Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…
  ☆3,426Updated 2 months ago
• promptfoo / promptfoo
  Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Ge…
  ☆6,395Updated this week
• crewAIInc / crewAI
  Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work t…
  ☆31,277Updated this week
• truefoundry / cognita
  RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
  ☆4,036Updated 2 months ago
• letta-ai / letta
  Letta (formerly MemGPT) is the stateful agents framework with memory, reasoning, and context management.
  ☆16,333Updated this week
• ShishirPatil / gorilla
  Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
  ☆12,041Updated this week
• Arize-ai / phoenix
  AI Observability & Evaluation
  ☆5,580Updated this week
• run-llama / llama_cloud_services
  Knowledge Agents and Management in the Cloud
  ☆3,934Updated last week
• MadcowD / ell
  A language model programming library.
  ☆5,754Updated 2 months ago
• microsoft / LLMLingua
  [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…
  ☆5,048Updated last month
• guidance-ai / guidance
  A guidance language for controlling large language models.
  ☆20,126Updated this week
• mem0ai / mem0
  Memory for AI Agents; SOTA in AI Agent Memory, beating OpenAI Memory in accuracy by 26% - https://mem0.ai/research
  ☆28,809Updated this week
• lavague-ai / LaVague
  Large Action Model framework to develop AI Web Agents
  ☆6,036Updated 3 months ago
• lm-sys / RouteLLM
  A framework for serving and evaluating LLM routers - save LLM costs without compromising quality
  ☆3,884Updated 8 months ago
• chroma-core / chroma
  the AI-native open-source embedding database
  ☆19,694Updated this week
• 1rgs / jsonformer
  A Bulletproof Way to Generate Structured JSON from Language Models
  ☆4,715Updated last year
• PrefectHQ / marvin
  ✨ AI agents that spark joy
  ☆5,674Updated this week