BrainSoup

What it is

BrainSoup is a powerful tool for developers looking to integrate multiple AI agents and large language models into their applications. It supports RAG, multi-modality, code interpretation, and sandboxed file systems, making it ideal for complex development tasks requiring advanced AI integration.

BrainSoup stands out as the only multi-agent client that supports multiple large language models, RAG, and code interpretation in a sandboxed environment.

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   Limited language support beyond Python

   Primary SDK is in Python, with only community-supported TypeScript SDK available

2. 02

   Expensive at scale due to per-request pricing model

   Costs increase rapidly as the number of API requests grows

What it does well

• Support for multiple AI agents and large language models

• RAG (Retrieval-Augmented Generation) capabilities

• Multi-modality support

• Code interpreter functionality

• Sandboxed file system

Pricing

Free tier

No

Paid from

—

Model

Flat rate

Enterprise plan

No

Pricing not independently confirmed — check the vendor’s page.