AI
Tasks that orchestrate generative AI in Kestra with LangChain4j, covering chat completions, agents, RAG, tools, and shared providers.

Agent

Tasks that run AI agents combining system prompts, user input, tools, content retrievers, and optional memory to produce grounded responses.

Tool

Tasks that expose tools agents can call: Kestra flow/task runners, code execution, MCP clients, and web search to extend LLM reasoning with actions and real-time data.

Embeddings

Tasks that provision embeddings stores (Chroma, PGVector, Pinecone, Redis, Qdrant, etc.) for chunk storage and similarity search powering RAG flows.

Provider

Tasks that configure Large Language Model providers (OpenAI, Gemini, Anthropic, Mistral, Bedrock, etc.) to supply chat/completion models used across the AI plugins.

RAG

Tasks that ingest, chunk, and embed documents, search vectors, and run retrieval-augmented chat so LLM answers stay grounded in indexed content.

Memory

Tasks that supply conversational memory backends (Kestra KV Store, Redis, PostgreSQL) to persist recent messages for agents and chat completions.

Retriever

Tasks that pull external context for Retrieval Augmented Generation: web search via Google or Tavily, or SQL database retrieval feeding results into AI prompts.

Completion

Tasks that call LLMs for chat, classification, image generation, and JSON-structured extraction, with optional tools, memory, and provider flexibility.

Opensearch

Enterprise

This sub-group of plugins contains tasks for using Opensearch EE. Opensearch is a distributed, RESTful search and analytics engine capable of addressing a growing number of use cases.

Database

OpenSearch

This sub-group of plugins contains tasks for using Opensearch. Opensearch is a distributed, RESTful search and analytics engine capable of addressing a growing number of use cases.

Database

Liquibase

Interact with Liquibase to run schema diffs, updates, validations, and other database change management tasks.

Database

AI
Tasks that orchestrate generative AI in Kestra with LangChain4j, covering chat completions, agents, RAG, tools, and shared providers.

Agent

Tool

Embeddings

Provider

RAG

Memory

Retriever

Completion

More Plugins in this Category

Opensearch

OpenSearch

Liquibase

1.2.0

AITasks that orchestrate generative AI in Kestra with LangChain4j, covering chat completions, agents, RAG, tools, and shared providers.

Agent

Tool

Embeddings

Provider

RAG

Memory

Retriever

Completion

More Plugins in this Category

Opensearch

OpenSearch

Liquibase

1.2.0

AI
Tasks that orchestrate generative AI in Kestra with LangChain4j, covering chat completions, agents, RAG, tools, and shared providers.