Multimodal Embedding API

Multimodal embedding for all media types & languages

Embed text, images, PDF, audio, video and more in a single vector space in over 100+ languages

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Integrate Multimodal Embedding on any platform

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Swift

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npm install jigsawstack

Multimodal Embedding use cases

4 ways our customers use JigsawStack's Multimodal Embedding to build applications

Enterprise RAGs

Build RAGs for your enterprise with support for multiple media types and languages

Recommendation engines

Build recommendation engines for e-commerce, news, products and more

Localized RAGs

Build localized RAGs for your enterprise with support for multiple languages

Financial retrieval

Accurately retrieve unstructured financial data with understanding

Features for every developer

Structured data

All models have been trained from the ground up to response in a consistent structure on every run

Automatic scale

Serverlessly run BILLIONS of models concurrently in less than 200ms and only pay for what you use

Purpose-Built Models

Purpose-built models trained for specific tasks, delivering state-of-the-art quality and performance

Easy integration

Fully typed SDKs, clear documentation, and copy-pastable code snippets for seamless integration into any codebase

Observability

Real-time logs and analytics. Debug errors, track users, location maps, sessions, countries, IPs and 30+ data points

Secure & Private

Secure and private instance for your data. Fine grained access control on API keys.

Global first models

Multilingual

Global support for over 160+ languages across all models

Global training datasets

We collect training data from all around the world to ensure our models are as accurate no matter the locality or niche context

Distributed GPUs

90+ global GPUs to ensure the fastest inference times all the time

Smart cache

Automatic smart caching to lower cost and improve latency

Community of AI Engineers shipping faster with us

The missing piece to your tech stack