Burr

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Burr is an open-source framework for building decision-making applications like chatbots and agents. It provides a UI to monitor, trace, and persist application state on your own infrastructure.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is burr?

Apache Burr is an open-source Python framework designed for building applications that make decisions, such as chatbots, AI agents, and simulations. It allows developers to express applications as state machines, managing state, tracking complex decisions, and integrating human feedback. Burr includes a UI for real-time monitoring, tracing, and introspection of execution telemetry, along with pluggable persisters for saving and loading application state. It is framework-agnostic and supports both LLM and non-LLM use cases, offering integrations for various systems and the ability to build custom actions. The tool emphasizes tying together models, APIs, and data management in a scalable and transparent way.

Best used for

Ideal for developers who need to build complex, stateful AI applications like chatbots and agents, manage intricate decision flows, and integrate human feedback. Especially valuable for those requiring real-time monitoring, tracing, and persistence of application state on their own infrastructure.

Common actions

build AI agents

manage application state

monitor AI workflows

trace application execution

develop chatbots

open-sourcedeepfakelow-code/no-codeautomated workflowcollaborationworkflowsgithub copilot"AI Agents"face swapping

Capabilities

Key features

Build state machines
Real-time telemetry UI
Pluggable state persisters
Framework-agnostic
Integrate with LLMs
Supports non-LLM use cases

Target Audience

developerdata scientiststartup founder

Integrations

streamlitapache-hamilton

Pricing & Plans

Open Source

Free

FAQs

What kind of applications can I build with Apache Burr?

Apache Burr is designed for applications that make decisions, including chatbots, AI agents, and simulations. It's versatile enough for both LLM-powered use cases like RAG chatbots and non-LLM applications such as time-series forecasting simulations or hyperparameter tuning.

Does Apache Burr provide a user interface for monitoring?

Yes, Apache Burr includes a real-time telemetry UI. This interface allows you to monitor, trace, and introspect your application's execution, providing visibility into state changes and decision-making processes as they happen.

Is Apache Burr compatible with other AI frameworks and libraries?

Apache Burr is framework-agnostic, meaning it can integrate with various LLM frameworks and other Python libraries. It helps tie together your models, APIs, and data management, allowing you to use your preferred tools while providing a structured way to manage state.

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Subcategories trending in AI Agents & Automation

AI Frameworks & Infra Chatbots & Conversational AI Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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