Your Search FoundationSupercharged.
ForEnterprise
We develop cutting-edge search foundation for high-quality enterprise search and RAG solutions. Start with a free trial!
Embeddings
Start with 1M free tokens. Top-performing, 8192 context length bilingual embeddings for your search and RAG systems.
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. Improve the factuality of your agent, RAG, GenAI system with a simple prefix.
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
upload
Request
curl https://api.jina.ai/v1/embeddings \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $JINA_API_KEY" \
-d '{
"input": ["Your text string goes here", "You can send multiple texts"],
"model": "$MODEL_NAME"
}'
download
Response
{
"model": "undefined",
"object": "list",
"usage": {
"total_tokens": 14,
"prompt_tokens": 14
},
"data": [
{
"object": "embedding",
"index": 0,
"embedding": [
-0.14528547,
-1.0152762,
...
]
},
{
"object": "embedding",
"index": 1,
"embedding": [
-0.109809875,
-0.76077706,
...
]
}
]
}
Our Publications
To understand how our large language models were trained from scratch for embedding tasks, check out our latest research and publications. Meet our team at the EMNLP, ACL, SIGIR, NeurIPS, and ICML conferences.
ForPower Users
Experience powerful, user-friendly multimodal AI apps. No coding, no fuss, just results.
ForDevelopers
Unleash the full power of multimodal AI with cutting-edge cloud-native technologies and open-source infrastructure.
Multimodal Stack
The developer-friendly, cloud-native, and production-ready stack for building multimodal AI applications.
Data Structure
Linux Foundation
Core
science
Incubating
Orchestration
Cloud Native
Kubernetes
Embedding Serving
Model Serving
school
Graduated
Mid Size Model
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
Multimodal
Starter Kit
Want to build high-level AIGC applications using PromptPerfect, SceneXplain, BestBanner, JinaChat, Rationale APIs? We've got you covered! Try our easy-to-use SDK and get started in minutes.