Reliable AI agent systems: Bazed Agent Framework is Now Open Source 😎

Nina Wieczorek
Bazed AI
Published in
3 min readFeb 13, 2024

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Agents are the new mode of software. We believe that they should be built by software developers. That’s why we created Bazed Agent Framework, to make it easy and intuitive for any developer to build autonomous agent swarms. Today, this framework is open source. We invite developers, AI enthusiasts worldwide to contribute their ideas, improvements, and enhancements. 😎

Autonomous multi-agent systems, not GPTs

Bazed AF is ideal for scenarios where the agent’s work doesn’t necessarily involve conversing with a human but rather involves processing data, making decisions, and taking actions autonomously. With Bazed, you can build powerful systems that work quietly in the background, making intelligent decisions and executing tasks.

Agents should be built by developers

Bazed AF stands out by making agent development as intuitive as building React components. You don’t need to be a Python ML guru to create sophisticated multi-agent systems. Bazed ensures that building autonomous agents is not only enjoyable but also yields production-ready results.

Bazed AF is all about letting developers to concentrate on the unique logic of your agents. We handle the boilerplate — things like state management, session handling, and communication layers — so software engeeniers can channel your energy into what your agents do, not the scaffolding around them.

Bazed AF allows you to define your agents as pure TypeScript classes, equip them with tools that are normal functions — use any library from NPM or make calls to your own APIs without any overhead. The framework takes care of the basics like calling the LLMs, tracing, keeping token burn under control while providing high level primitives for inter-agent communication, retries and self-correction and token compression. It currently supports GPT-series models including vision. Many more intergrations are being added soon.

Less Crazy AI = Autonomy and Trust

Harness the non-determinism of LLMs within the solid type-system of TypeScript. Bazed AF leverages TypeScript’s robust typing to manage the unpredictability of AI, providing a structured approach to building agents that are both intelligent and reliable. Its robust architecture and flexible design enable developers to build sophisticated agents capable of autonomous decision-making and tool use within safe pre-defined boundaries.

Deployment platform launching later this week.

Bazed Platform is a serverless hosting for your agents built with Bazed AF. It features streamlined one-command deployment that allows you to ship in less than a minute. Each agent on the platform runs in full isolation and automatically scales from zero to thousands. The platform takes care of authentication, API endpoints and data access policies. Thanks to Bazed AF built-in instrumentation, the platform collects traces from each agent execution to enable time-travel debugging (in the upcoming versions).

How to get involved?

Join us on Discord .
Let’s start building the framework together on Github.

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