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Beta Notice

Daita and its agent framework are now live in beta. If you have questions please reach out to us on our social media accounts.

Daita Agents

Get started with our free python framework designed to build robust agentic systems with a focus on data operations. Create reliable agents quickly using our tools, and leverage our commercial platform to observe, evaluate, and deploy them with ease.

  • For tracking and analytics in a cloud-hosted environment, check out our dashboard by signing up on our website.

  • A template agent project can be cloned from our public Github Repo.

Get Started​

Framework Overview

Read up on how our various framework components operate.

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Quick Start

Get up and running in under 5 minutes. Install Daita and create your first agent.

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Build Your First Agent

Learn how to build intelligent agents with SubstrateAgent and custom tools.

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Build Advanced Workflows

Orchestrate multi-agent systems with relay-based communication and agent pools.

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Framework​

SubstrateAgent

Deep dive into the core agent class with focus system, relay channels, and custom tools.

Workflows

Multi-agent orchestration with relay-based communication and intelligent routing.

Configuration

Project and agent configuration using YAML. Simple, declarative setup for your system.

Error Handling

Sophisticated retry logic, circuit breakers, and intelligent error classification.

Authentication

Secure your agents and API access with built-in authentication mechanisms.

Remote Execution

Execute agents in the cloud with automatic scaling and deployment management.

Plugins​

Database Plugins

PostgreSQL, MySQL, MongoDB, Redis, and Elasticsearch integrations.

API Integrations

REST API, AWS S3, and Slack integrations for seamless connectivity.

LLM Providers

OpenAI, Anthropic, Google Gemini, xAI Grok, and custom provider support.

Command Line Interface​

daita init

Initialize new projects with templates and configurations.

daita create

Generate agents and workflows from predefined templates.

daita test

Local testing with watch mode and hot reload.

daita push

Deploy your agents to Daita Cloud with one command.

daita status

Check deployment status and agent health in real-time.

daita logs

View deployment history and execution logs.

daita webhook

Manage webhook URLs and event handlers.

Full CLI Reference

Complete command-line interface documentation and usage examples.