🧠 Generate Embeddings API

🏠 Back to Home

✨ Generate sentence embeddings using Sentence Transformers models. This endpoint runs on this domain and proxies to the embeddings service.

Edit the JSON body above and click Generate. Selecting a model updates the model field. The first request to a model may take longer while it warms up.


    


    

        

            
🚀 How to Use

            
Make a POST request to /generate-embeddings/ with a JSON body containing the sentences to embed and the model to use:

            
{
    "sentences": ["Sentence one.", "Sentence two."],
    "model": "all-MiniLM-L6-v2"
}

            
Available models:

            
    
                
  • all-MiniLM-L6-v2 — fast, lightweight general-purpose embeddings
    • 
                
  • intfloat/e5-large-v2 — larger, higher-quality embeddings
    • 
            

            
For the authoritative, always-up-to-date request/response schema, see the interactive docs:
                API Docs 
            

        

    


    

        

            
📝 Response Format

            
The API returns a JSON object containing the embeddings for each input sentence.

        

    


    

        

            
🚀 Benefits

            
    
                
  • 🧠 Turn text into vector embeddings for semantic search, clustering, and similarity
    • 
                
  • ⚡ Choose a fast lightweight model or a larger high-quality one
    • 
                
  • 🔗 Available directly on this domain alongside the other SEO APIs
    • 
                
  • 🆓 Free and simple JSON interface
    •