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research

Jina AI (Embeddings API)

Embeddings and reranker APIs for text and images, deployed via Jina Cloud or CSP marketplaces; token-based pricing and BYO-cloud options.
embeddings reranker api
Intermediate Level
Usage-based (token/call; via Jina Cloud & marketplaces)
Starting Price
Try Jina AI (Embeddings API)
Category
research
Setup Time
< 2 minutes
research
Category
Intermediate
Difficulty
Active
Status
Web App
Type

What is Jina AI (Embeddings API)?

High-Quality Embeddings, Flexible Deploy — Jina AI

Use Jina’s embeddings and rerankers to power semantic search and RAG: choose text or image models, call hosted endpoints, and pay per token with transparent cost math. Deploy through Jina Cloud or your CSP marketplace, or license privately for stricter governance. SDKs and examples help teams move from prototype to production quickly.

Key Capabilities

What makes Jina AI (Embeddings API) powerful

Text & Image Models

Compute dense vectors for text/passages or images; tune chunking/tiling using documented cost formulas.

Implementation Level Intermediate

Reranker API

Improve retrieval quality by re-ordering candidates with cross-encoders.

Implementation Level Intermediate

Cloud & Marketplaces

Subscribe via Jina Cloud or AWS/Azure/GCP marketplaces to simplify billing.

Implementation Level Basic

Private Licensing

Run models under commercial license in regulated or private environments.

Implementation Level Professional

Professional Integration

These capabilities work together to provide a comprehensive AI solution that integrates seamlessly into professional workflows. Each feature is designed with enterprise-grade reliability and performance.

Pricing

Start using Jina AI (Embeddings API) today

Usage-based (token/call; via Jina Cloud & marketplaces)

Starting price

Get Started

Quick Information

Category research
Pricing Model Paid
Last Updated 12/7/2025

Tags

embeddings reranker api multimodal search rag

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