Daita Documentation
Build Autonomous AI Agents with Python - LLM Integration, Plugins & Workflows
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Framework Overview
Read up on how our various framework components operate.
Quick Start
Get up and running in under 5 minutes. Install Daita and create your first agent.
Your First Agent
Learn how to build intelligent agents with SubstrateAgent and custom tools.
Advanced Workflows
Orchestrate multi-agent systems with relay-based communication and agent pools.
Connect to Your Data
Integrate with databases, vector stores, and external services using plugins.
Tools
Extend agent capabilities with custom tools and function calling.
No-Config Tracing
Built-in observability with automatic tracing and decision tracking.
CLI Access
Manage agents, workflows, and deployments from the command line.
Recent Changes
View Allv0.15.1
Apr 9, 2026Patch: Memory graph entity scoring & tracing spans
AddedChangedFixed
v0.15.0
Apr 8, 2026Embedding Providers, Ollama, Memory Graph & Working Memory
AddedChangedFixed
v0.14.0
Apr 5, 2026Catalog Overhaul, Memory Optimization and more
AddedChangedFixed
v0.13.2
Mar 30, 2026Change: Trace ID included in agent run output
Changed