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Fast embeddings and 
search at infinite scale

Rapidly process millions of data points using any embedding model.

Trusted by top engineering and machine learning teams
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++++Infrastructure built for performance and flexibility

Accelerate initial queries

With optimized cold starts and elastic autoscaling, you can rapidly process entire databases, serve bursts of requests, or scale down to zero to save on costs.

Use any embedding model

Ship custom Docker images, package any AI model using our open-source Python library, Truss, or use Baseten Chains for ultra-low-latency compound AI.

Customize your inference

At Baseten, you have full control over how you balance performance, cost, and accuracy. Our engineers are obsessed with meeting or exceeding your success criteria.

++++Powering embeddings and search at massive scale

  • Auto-scale to peak load

    Deliver fast response times under any load with rapid cold starts and elastic autoscaling.

  • Ship low-latency pipelines

    Pass embeddings to any model or processing step, each equipped with custom hardware and autoscaling using Baseten Chains.

  • Production-grade reliability

    Reliably serve customers anywhere in the world, any time, backed by our five 9's uptime and global deployment options.

++++Any model, any application, custom inference

Semantic search

Get ultra-low-latency, high-quality search with any model series, including BAAI General Embedding (BGE), Stella, and SFR-Embedding models.

Recommender systems

Enable real-time RecSys experiences even during peak demand, with fluid autoscaling for any dataset size or traffic level.

RAG

Easily leverage embeddings to enhance your LLMs while keeping latency low using Baseten Chains.

Topic modeling

Process massive databases quickly and cost-efficiently with out-of-the-box performance optimizations and dedicated engineering support for rapid topic modeling.

Custom models

Deploy any open-source, closed-source, fine-tuned, or custom embedding model tailored to your use case and performance targets, including Nomic, NV-Embed, and Voyage model series.

Get started

Embeddings on Baseten

Try Baseten Cloud

Deploy an open-source embedding model in two clicks from our model library.

Build performant pipelines

Implement low-latency embedding pipelines with our compound AI framework, Chains.

Proven outcomes

See how Writer increased throughput and lowered costs for their custom LLMs.

Waseem Alshikh
CTO and Co-Founder of Writer

Inference for custom-built LLMs could be a major headache. Thanks to Baseten, we’re getting cost-effective high-performance model serving without any extra burden on our internal engineering teams. Instead, we get to focus our expertise on creating the best possible domain-specific LLMs for our customers.