Your Search Foundation Supercharged.
For Enterprise
We develop cutting-edge search foundation for high-quality enterprise search and RAG solutions. Start with a free trial!
Embeddings
Multimodal, bilingual long-context embeddings for your search and RAG.
Reranker
Try our cutting-edge reranker API to maximize your search relevancy and RAG accuracy. Starting for free!
Reader
Get LLM-friendly input from a URL or a web search, by simply adding
r.jina.ai
in front.Auto Fine-Tuning
Just tell us which domain you want your embeddings to excel in, and we automatically deliver a ready-to-use, fine-tuned embedding model for that domain.
Try it for free, no credit card required
Returning data type
Example inputs
upload
Request
curl https://api.jina.ai/v1/embeddings \
-H "Content-Type: application/json" \
-H "Authorization: Bearer " \
-d '{
"model": "undefined",
"embedding_type": "float",
"input": [
"A blue cat",
"A red dog",
"btw to represent image u can either use URL or encode image into base64 like below.",
"https://i.pinimg.com/600x315/21/48/7e/21487e8e0970dd366dafaed6ab25d8d8.jpg",
"R0lGODlhEAAQAMQAAORHHOVSKudfOulrSOp3WOyDZu6QdvCchPGolfO0o/XBs/fNwfjZ0frl3/zy7////wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAkAABAALAAAAAAQABAAAAVVICSOZGlCQAosJ6mu7fiyZeKqNKToQGDsM8hBADgUXoGAiqhSvp5QAnQKGIgUhwFUYLCVDFCrKUE1lBavAViFIDlTImbKC5Gm2hB0SlBCBMQiB0UjIQA7"
]}'
Our Publications
Understand how our search foundation were trained from scratch, check out our latest publications. Meet our team at EMNLP, SIGIR, ICLR, NeurIPS, and ICML!
For Power Users
Auto prompt engineering for your daily productivity.
question_answer
Daily dose of productivity.
Easily switch between content generation and prompt optimization, push your content quality to the next level.
For Developers
Over the years, we've developed a variety of open-source software to help developers build better GenAI and search applications faster.
Data Structure
Linux Foundation
Core
school
Graduated
Orchestration
Cloud Native
Kubernetes
Embedding Serving
Model Serving
Mid Size Model
science
Incubating
Embedding Tuning
Small Size Model
Prompt Serving
egg
Sandbox
Vector Database
archive
Archived
Prompt Tuning
Large Size Model
Jina
DocArray
LangChain-Serve
VectorDB
RunGPT
Finetuner
DALL-E Flow
DiscoArt
CLIP-as-service
JCloud
ThinkGPT
DevGPT
Jerboa