# Dynamiq

Dynamiq is a Python framework for building retrieval-augmented-generation pipelines and LLM agents, with components for code-sandbox tool use, memory-backed chatbots, parallel and sequential multi-agent workflows, and document indexing against a vector database.

Dynamiq is an orchestration framework for agentic AI and LLM applications, aimed at streamlining the development of AI-powered software. It specializes in orchestrating retrieval-augmented generation pipelines and large language model agents, and installs as a pip package or can be built from source.

Its examples cover a simple LLM flow, a ReAct agent that can call a code interpreter through E2B, Daytona or AWS Bedrock AgentCore sandboxes, parallel and sequential multi-agent workflows, a document-indexing flow that embeds PDF files into a Pinecone vector database, a matching retrieval flow that answers questions from those embeddings, a chatbot that stores conversation history in a memory module, and a graph orchestrator for iterative feedback and refinement workflows.

Website: https://getdynamiq.ai