Supavec
Supavec is the open-source alternative to Carbon.ai. Build powerful RAG applications with any data source, at any scale. Use the Supavec API to generate embeddings from your documents and connect them to AI.
We saw how Carbon AI's shutdown affected its users. This inspired us to build a sustainable platform where developers and users can grow together.
We believe in the power of open source - through transparency and community, we create software that lasts.
Getting started
To get started, create an API key in the dashboard and read about how to make requests for the resources you need to access using our HTTP APIs.
What is RAG?
RAG (Retrieval-Augmented Generation) is a powerful approach that enhances AI responses with relevant information from your documents. Instead of relying solely on an AI's general knowledge, RAG searches through your specific documents to provide accurate, context-aware answers.
Think of RAG as giving your AI assistant access to your organization's knowledge base. When you ask a question, it first finds the most relevant information from your documents, then uses this specific context to generate a precise answer.
Why RAG Matters
- Accurate Responses: Get answers based on your actual documents, not just general AI knowledge
- Up-to-date Information: Your AI always references your latest documents
- Data Privacy: Keep your sensitive information secure while leveraging AI capabilities
- Cost Efficiency: Optimize AI usage by focusing on relevant context
Introducing Supavec
Supavec is an open-source RAG infrastructure that makes it simple to build AI applications powered by your documents. Whether you're creating a customer support bot, internal knowledge base, or document analysis tool, Supavec provides the foundation you need.
Key Features:
- Efficient document processing and indexing
- Intelligent context retrieval
- Simple API for easy integration
- Built on proven technology (Supabase + OpenAI)
- Production-ready security
- Transparent, open-source codebase
Join the growing community of developers using Supavec to build intelligent, document-aware AI applications :)