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Instructor

Instructor

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What is Instructor?

Instructor is a popular open-source library for getting structured outputs from LLMs using Pydantic models.

Best Instructor Alternatives & Competitors

Top companies in Agent Frameworks you can use instead of Instructor.

LangChain
LangChainAgent Frameworks
LangGraph
LangGraphAgent Frameworks
OpenAI Agents SDK
OpenAI Agents SDKAgent Frameworks
CrewAI
CrewAIAgent Frameworks
Llama Stack
Llama StackAgent Frameworks
AutoGen
AutoGenAgent Frameworks
Google ADK
Google ADKAgent Frameworks
Swarm
SwarmAgent Frameworks
Vercel AI SDK
Vercel AI SDKAgent Frameworks
Dify
DifyAgent Frameworks
DSPy
DSPyAgent Frameworks
Semantic Kernel
Semantic KernelAgent Frameworks
Pydantic AI
Pydantic AIAgent Frameworks
Agno
AgnoAgent Frameworks
Smolagents
SmolagentsAgent Frameworks
Mastra
MastraAgent Frameworks
View all Instructor alternatives →

Compare Instructor

Instructor vs LangChainInstructor vs LangGraphInstructor vs OpenAI Agents SDKInstructor vs CrewAIInstructor vs Llama Stack

Best Integrations for Instructor

Companies from adjacent layers in the AI stack that work well with Instructor.

Keywords AI
Keywords AIObservability, Prompts & Evals
OpenAI
OpenAIFoundation Models
Anthropic
AnthropicFoundation Models
Milvus
MilvusVector Databases
Google AI
Google AIFoundation Models
Meta AI
Meta AIFoundation Models
Pinecone
PineconeVector Databases
Qdrant
QdrantVector Databases
Wiz
WizAI Security
Chroma
ChromaVector Databases
LangSmith
LangSmithObservability, Prompts & Evals
Protect AI
Protect AIAI Security