Alternatives and similar repositories for outlines

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

• 567-labs / instructor
  structured outputs for llms
  ☆10,945Updated this week
• stanfordnlp / dspy
  DSPy: The framework for programming—not prompting—language models
  ☆26,357Updated this week
• eth-sri / lmql
  A language for constraint-guided and efficient LLM programming.
  ☆3,992Updated last month
• 1rgs / jsonformer
  A Bulletproof Way to Generate Structured JSON from Language Models
  ☆4,766Updated last year
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆9,852Updated last week
• Unstructured-IO / unstructured
  Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…
  ☆11,873Updated last week
• guidance-ai / guidance
  A guidance language for controlling large language models.
  ☆20,458Updated last week
• AnswerDotAI / RAGatouille
  Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…
  ☆3,560Updated 2 months ago
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,311Updated last week
• lm-sys / RouteLLM
  A framework for serving and evaluating LLM routers - save LLM costs without compromising quality
  ☆4,083Updated 11 months ago
• guardrails-ai / guardrails
  Adding guardrails to large language models.
  ☆5,229Updated last month
• lancedb / lancedb
  Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.
  ☆6,983Updated last week
• 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…
  ☆5,262Updated 4 months ago
• chroma-core / chroma
  the AI-native open-source embedding database
  ☆21,009Updated this week
• neuml / txtai
  💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
  ☆11,201Updated last week
• skypilot-org / skypilot
  SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability v…
  ☆8,347Updated this week
• run-llama / llama_index
  LlamaIndex is the leading framework for building LLM-powered agents over your data.
  ☆42,937Updated last week
• pytorch / torchtune
  PyTorch native post-training library
  ☆5,323Updated this week
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆12,474Updated last week
• jackmpcollins / magentic
  Seamlessly integrate LLMs as Python functions
  ☆2,335Updated 3 weeks ago
• PrefectHQ / marvin
  an ambient intelligence library
  ☆5,808Updated last week
• explodinggradients / ragas
  Supercharge Your LLM Application Evaluations 🚀
  ☆9,864Updated last week
• mistralai / mistral-finetune
  ☆2,981Updated 10 months ago
• langroid / langroid
  Harness LLMs with Multi-Agent Programming
  ☆3,471Updated this week
• asg017 / sqlite-vec
  A vector search SQLite extension that runs anywhere!
  ☆5,858Updated 5 months ago
• predibase / lorax
  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
  ☆3,274Updated last month
• aurelio-labs / semantic-router
  Superfast AI decision making and intelligent processing of multi-modal data.
  ☆2,671Updated last week
• bentoml / OpenLLM
  Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
  ☆11,540Updated 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…
  ☆25,176Updated last week
• huggingface / text-embeddings-inference
  A blazing fast inference solution for text embeddings models
  ☆3,781Updated last week