Modular LLM Architecture is designed to simplify the creation of customized LLM-driven applications through a composable, modular design. It provides core components such as memory modules for session state retention, tool interfaces for external API calls, prompt managers for template-based or dynamic prompt generation, and orchestration engines to control agent workflow. You can configure pipelines that chain together these modules, enabling complex behaviors like multi-step reasoning, context-aware responses, and integrated data retrieval. The framework supports multiple LLM backends, allowing you to switch or mix models, and offers extensibility points for adding new modules or custom logic. This architecture accelerates development by promoting reuse of components, while maintaining transparency and control over the agent’s behavior.

ZBrain is a powerful enterprise generative AI platform that allows businesses to harness the potential of their proprietary data. By integrating with a wide array of databases and cloud services, ZBrain supports diverse large language models (LLMs) like GPT-4, PaLM-2, Llama-2, and Stable LM to create customized applications. This platform helps streamline workflows, improve productivity, and eliminate development complexities, making it ideal for businesses looking to innovate and automate their processes with AI-driven solutions.

Generate your own custom AI assistants based on your website, documents, and database. Customize the interface to align with your brand and share applications via links. Dazero offers pre-made templates for various tasks, including sending notifications, writing emails, creating Trello cards, and scheduling calendar events, enabling you to save work hours and accelerate app generation.