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Description

EmbeddingGemma is a versatile multilingual text embedding model with 308 million parameters, designed to be lightweight yet effective, allowing it to operate seamlessly on common devices like smartphones, laptops, and tablets. This model, based on the Gemma 3 architecture, is capable of supporting more than 100 languages and can handle up to 2,000 input tokens, utilizing Matryoshka Representation Learning (MRL) for customizable embedding sizes of 768, 512, 256, or 128 dimensions, which balances speed, storage, and accuracy. With its GPU and EdgeTPU-accelerated capabilities, it can generate embeddings in a matter of milliseconds—taking under 15 ms for 256 tokens on EdgeTPU—while its quantization-aware training ensures that memory usage remains below 200 MB without sacrificing quality. Such characteristics make it especially suitable for immediate, on-device applications, including semantic search, retrieval-augmented generation (RAG), classification, clustering, and similarity detection. Whether used for personal file searches, mobile chatbot functionality, or specialized applications, its design prioritizes user privacy and efficiency. Consequently, EmbeddingGemma stands out as an optimal solution for a variety of real-time text processing needs.

Description

The Exa API provides access to premier online content through an embeddings-focused search methodology. By comprehending the underlying meaning of queries, Exa delivers results that surpass traditional search engines. Employing an innovative link prediction transformer, Exa effectively forecasts connections that correspond with a user's specified intent. For search requests necessitating deeper semantic comprehension, utilize our state-of-the-art web embeddings model tailored to our proprietary index, while for more straightforward inquiries, we offer a traditional keyword-based search alternative. Eliminate the need to master web scraping or HTML parsing; instead, obtain the complete, clean text of any indexed page or receive intelligently curated highlights ranked by relevance to your query. Users can personalize their search experience by selecting date ranges, specifying domain preferences, choosing a particular data vertical, or retrieving up to 10 million results, ensuring they find exactly what they need. This flexibility allows for a more tailored approach to information retrieval, making it a powerful tool for diverse research needs.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AccessOwl No 
AgentKey No 
Agnost AI No 
Anything No 
BrainyAI No 
Composio No 
Disco.dev No 
Gemma 3 Yes 
Gemma 4 Yes 
Incredible No 
Metorial No 
Mimasa AI Yes 
Motileo No 
Nango No 
OpenClaw No 
OpenTools No 
Rebolt.ai No 
Tadata No 
ToolSDK.ai No 
Workers by Delos No 

Integrations

AccessOwl Yes 
AgentKey Yes 
Agnost AI Yes 
Anything Yes 
BrainyAI Yes 
Composio Yes 
Disco.dev Yes 
Gemma 3 No 
Gemma 4 No 
Incredible Yes 
Metorial Yes 
Mimasa AI No 
Motileo Yes 
Nango Yes 
OpenClaw Yes 
OpenTools Yes 
Rebolt.ai Yes 
Tadata Yes 
ToolSDK.ai Yes 
Workers by Delos Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$100 per month
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

ai.google.dev/gemma/docs/embeddinggemma

Vendor Details

Company Name

Exa.ai

Country

United States

Website

exa.ai/

Product Features

Alternatives

Alternatives