ConnectOnion

What is ConnectOnion?

ConnectOnion is a Python-based framework designed to make creating AI agents simple and straightforward. It focuses on simplicity, transparency, and speed, avoiding the complexity often found in other AI agent frameworks. ConnectOnion is built to address common pain points developers face with other agent SDKs like LangChain, AutoGen, and CrewAI.

Benefits

ConnectOnion offers several key advantages:

• Simplicity: ConnectOnion avoids verbose chains, overengineered agent classes, and role hierarchies. It focuses on tools, memory, and prompts, making it easy to use.
• Auto Type Inference: The framework derives types from function annotations, reducing the need for manual type definitions.
• Built-in System Prompts: ConnectOnion includes memory, trust, and iteration limits, ensuring agents behave predictably.
• xrayDecorator: This feature visualizes agent thinking, making it easier to debug and understand agent behavior.
• CLI Support: The command-line interface facilitates rapid local iteration, speeding up development.
• Compatibility: ConnectOnion is fully compatible with OpenAI LLMs, making it versatile for various applications.

Use Cases

ConnectOnion is ideal for developers who want to integrate AI into their applications without learning an entirely new framework. It is particularly useful for:

• Building AI agents for various applications, such as chatbots, virtual assistants, and automated customer support.
• Rapid prototyping and iteration of AI agents.
• Integrating AI capabilities into existing Python applications.

Pricing

ConnectOnion is currently in early beta (v0.0.1b6) and is available for free. The project is under active development, and feedback, issues, and contributions are welcome.

Vibes

ConnectOnion has been well-received by developers who appreciate its simplicity and ease of use. The framework's minimalist approach and compatibility with OpenAI LLMs have made it a popular choice for those looking to integrate AI into their applications quickly and efficiently.

Additional Information

ConnectOnion is currently in early beta (v0.0.1b6) and under active development. The project welcomes feedback, issues, and contributions. There is a full tutorial available for building your first agent.

To install ConnectOnion, use the following command:

pip install connectonion