Modular AI Stack

Brainloom doesn’t lock you into a single model, tool, or workflow. Instead, it gives you a flexible stack built for swapping, stacking, and scaling.

Bring Your Own Modules

Use the tools that work best for your use case. Plug in your preferred:

• LLMs – Open-source or commercial, hosted or self-run

• Vector databases – Pick the right store for your memory and retrieval needs

• Memory layers – Control how your agent learns and stores context

• Toolkits – Add capabilities like APIs, plugins, functions, or autonomous loops

Swap Parts Anytime

Need to test GPT-4 against Mixtral? Or switch from Pinecone to Weaviate? No problem. Brainloom lets you switch modules without rebuilding your agent from scratch.

Stack to Customize Behavior

Chain together models, tools, and memory types to build layered logic. Use one LLM for natural language understanding, another for reasoning. Mix in structured tools or external APIs. It’s all composable.

Built for Experimentation

Try fast. Swap quickly. Test different agent configurations side by side. With modular architecture, you're not tied to one vendor or setup—you're free to shape your stack.