🌲 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