Users don’t want data. They want answers.
Apps need to think, speak, solve and adopt.
Old (current) tools can’t build this.
That’s why we built Unbody.
What is Unbody?
Unbody is the Supabase of the AI era. Built from the ground up on vector databases, it’s a unified development stack tailored for modern AI-native and AI-enhanced applications. Whether you’re creating AI-native products (No AI model, no product) or AI-enhanced features (Adding AI features to traditional products), Unbody removes the complexity of fragmented pipelines by offering:
- Backend Layer: A unified, plugin-based system for data ingestion, vectorization, enhancement, intelligence APIs, and seamless storage and streaming.
- Frontend Layer: LLM-ready UI components and utilities.
- Agentic Layer: Tools for autonomous decision-making and advanced function calling.
- Utility Layer: Features like query parsing and semantic ranking to accelerate development.
Why Unbody?
We built Unbody because, to be honest, we were fed up with the lack of AI-driven products in daily life. We found the roots of this in traditional development stacks like MERN or MEAN, because they are designed for static data and CRUD operations, while the new world of apps demands software to be speakable, with personalization and action-taking capabilities. We need a stack that works based on knowledge and not static data, and is proactive rather than passive. (read more here)
How Unbody Works
At its core, Unbody transforms raw, unstructured & structured data into AI-ready knowledge and then enables you to develop products & features that are powered by this knowledge. You can read more about the architecture
Here’s how it works, step by step:
Ingest Your Data
Seamlessly integrate data from sources like Google Drive, Discord, GitHub, or any custom source using the Push API (e.g., MongoDB). Alternatively, use Unbody as your primary, AI-ready database.
Process and Enrich
Automatically clean, chunk, vectorize, and enhance your data to make it usable for AI models.
Serve and Query
Interact with your processed data through APIs, including a GraphQL API for semantic queries, an Image API for visual assets, and a Video/Audio API for multimedia.
What Can You Build with Unbody?
Unbody is a commercial open-source framework, but for now, the cloud version is the primary way to use it. Everything—from data ingestion to deployment—is hosted on our platform. We will release the alpha open-source version in February 2025.
- AI-Native Products
AI-native products are the type of software where if you remove the AI, nothing is left—the AI is at the core and DNA of the software. You can use Unbody to build Perplexity for internal data or a smarter company-specific Wikipedia. Or build Shazam for Images or a truly personalized recommendation engine for e-commerce!
- AI-Enhanced Features
AI-enhanced features are additions to existing products that leverage AI to provide enhanced functionality and better user experiences. The common examples include Chatbots, Semantic Search and Personalized Content Recommendations.