Building the Future Of
.

Baking the models and tools for generative AI and search at scale.

Search the entire English-speaking Wikipedia on a 20$ machine.

Used by

Use Advanced Retrieval Instantly

Our state-of-the-art embedding and reranking models work together seamlessly to support your application requiring RAG or search. They're easy to use and to integrate with your existing application to build powerful AI applications.

Documentation API Reference

Improve Your Search for Every Use-Case

We build great models to boost your search results in every use-case, so you can focus on what's important to your business and users.

E-commerce

Boost product search, increase conversion rates, and improve user experience

Retrieval Augmented Generation

Enhance RAG systems, reduce hallucination, improve content quality

Content

Improve recommendation systems, deliver more relevant content

Open Source And High Performance

Our open-source models are trusted by millions of developers and researchers worldwide.

We’re Building at the Frontier of AI and Making It Usable for You

Get in Touch.

Model Development

Embedding & Reranking Models

We train state-of-the-art custom models to generate embeddings and perform reranking that capture the nuances of different domains. Our models go beyond text data to include product embeddings, table embeddings, and more.

Deployment

Scalable Inference

We build custom inference engines for our models to ensure low latency and high throughput. The inference engine can be deployed everywhere. We research novel compression and inference techniques to make our models more efficient.

Performance

Knowledge Distillation

Knowledge Distillation helps us to reduce model size to deliver increased performance and significantly reduced latency, achieving up to 40x faster responses.

AI System Monitoring

Comprehensive AI Performance Observation

Monitoring and evaluating the performance of AI retrieval systems is the key factor for gaining insights into system efficiency and user interaction, ensuring optimal performance.