

🌲 MCP based APIs for your Generative AI Roadmap, with best-in-class embeddings and reranking

Unstructured data


Embedding model


Vector DB


Reranker


MCP Server


Your LLM App


Factual responses with lower costs
Large language models thrive when powered with clean, curated data. But most of this data is hard to find, hard to work with, and hard to clean. We make it easy.



Retrieving the most relevant contextual information

3x-8x shorter vectors ⇒ cheaper vector search and storage

4x smaller model and faster inference with superior accuracy

2x cheaper inference with superior accuracy

Longest commercial context length available (32K tokens)

Plug-and-play with any vectorDB and LLM