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Beeai Framework

Beeai Framework is an open-source framework with Python and TypeScript libraries for building AI agents and multi-agent systems. Its Python example demonstrates agents with role-specific instructions and tools, conditional tool requirements, and handoffs from a main agent to knowledge and weather specialists.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

Beeai Framework — OpenViST project profile in Agent Frameworks.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use it when developing an agent application in Python or TypeScript, especially when the design includes tool use or agents delegating work to specialists.

Who it is for

  • Python developers building AI agents or coordinating specialist agents.
  • TypeScript developers building multi-agent applications.
  • Teams that want to define agent roles, tools and handoffs in code.

Documented uses

  • Create an agent with a defined role, instructions and tools.
  • Coordinate a main agent with specialist agents through handoffs.
  • Set a conditional requirement for a tool to be used at a specified step.
  • Log tool calls through trajectory middleware in the illustrated Python example.
Before you choose

Requirements & limits

The repository identifies the project as open source under the Apache-2.0 license.

  • Libraries are available for both Python and TypeScript; the documented installation uses pip or npm, respectively.
  • The Python example uses Ollama with the granite4.1:8b model and includes Wikipedia and Open-Meteo tools; these are example choices, not stated requirements.
  • Starter templates and framework documentation are linked from the repository for further setup.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Install BeeAI Framework for Python or TypeScript

Install the BeeAI Framework library in a Python or TypeScript project.

Before you start

  • Choose Python or TypeScript and have the corresponding package manager available.

Steps

  1. For Python, install the library with the command below.

    Documented command
    pip install beeai-framework

  2. For TypeScript, install the library with the command below.

    Documented command
    npm install beeai-framework

Expected outcome

The BeeAI Framework package is installed for the selected language.

Guide limitations

  • The installation instructions do not specify language or package-manager versions, project setup, or runtime configuration.
Documentation 1 ↗
COMPARE OPTIONS

Compare options for Agent orchestration

These projects document a common task and share a project role. This is a source-based comparison, not an execution benchmark or a guarantee of interchangeability.

ProjectDocumented purposePlatformAccess and requirements
Beeai FrameworkCreate an agent with a defined role, instructions and tools.CLI, Self-hosted, ServerThe repository identifies the project as open source under the Apache-2.0 license.
AgeniteDefine typed tools with JSON Schema validation and error handling.CLI
VeldraCreate an agent with a policy, tools, skills, knowledge base and reasoning method.Self-hostedThe documented deployment is self-hosted and uses a sign-in gate after a first-run administrator account is created.
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
10 October 2026
Original website title
i-am-bee/beeai-framework · Official homepage title · retained in its source language
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