AI integrations¶

AI / LLM¶

These integrations allow you to interact with AI and LLM services.

Anthropic¶

Operators:: airflow.providers.anthropic.operators.batch, airflow.providers.anthropic.operators.agent.
Hooks:: airflow.providers.anthropic.hooks.anthropic.
Sensors:: airflow.providers.anthropic.sensors.batch.
Triggers:: airflow.providers.anthropic.triggers.batch, airflow.providers.anthropic.triggers.agent.
Guides:: Anthropic Operators.
Provider:: apache-airflow-providers-anthropic
Product documentation:: Anthropic

Common AI¶

Operators:: airflow.providers.common.ai.operators.agent, airflow.providers.common.ai.operators.llm, airflow.providers.common.ai.operators.llm_batch, airflow.providers.common.ai.operators.llm_file_analysis, airflow.providers.common.ai.operators.llm_branch, airflow.providers.common.ai.operators.llm_sql, airflow.providers.common.ai.operators.llm_schema_compare, airflow.providers.common.ai.operators.document_loader, airflow.providers.common.ai.operators.llamaindex_embedding, airflow.providers.common.ai.operators.llamaindex_retrieval.
Triggers:: airflow.providers.common.ai.triggers.llm_batch.
Guides:: Agents with tools: AgentOperator and @task.agent, Single prompts: LLMOperator and @task.llm, Batch processing: LLMBatchOperator, Analyze files and images: LLMFileAnalysisOperator, Branch on an answer: LLMBranchOperator, Natural language to SQL: LLMSQLQueryOperator, Detect schema drift: LLMSchemaCompareOperator, Load documents: DocumentLoaderOperator.
Provider:: apache-airflow-providers-common-ai
Product documentation:: Common AI

LangChain¶

Hooks:: airflow.providers.common.ai.hooks.langchain.
Provider:: apache-airflow-providers-common-ai
Product documentation:: LangChain

LlamaIndex¶

Hooks:: airflow.providers.common.ai.hooks.llamaindex.
Guides:: Embed documents: LlamaIndexEmbeddingOperator, Retrieve context: LlamaIndexRetrievalOperator.
Provider:: apache-airflow-providers-common-ai
Product documentation:: LlamaIndex

MCP Server¶

Hooks:: airflow.providers.common.ai.hooks.mcp.
Provider:: apache-airflow-providers-common-ai
Product documentation:: MCP Server

OpenAI¶

Operators:: airflow.providers.openai.operators.openai, airflow.providers.openai.operators.agent.
Hooks:: airflow.providers.openai.hooks.openai.
Triggers:: airflow.providers.openai.triggers.openai, airflow.providers.openai.triggers.agent.
Guides:: OpenAIEmbeddingOperator.
Provider:: apache-airflow-providers-openai
Product documentation:: OpenAI

Pydantic AI¶

Hooks:: airflow.providers.common.ai.hooks.pydantic_ai.
Provider:: apache-airflow-providers-common-ai
Product documentation:: Pydantic AI

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