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ayub42
/
agentic-intent-router

Feature Extraction
sentence-transformers
PyTorch
Transformers
English
intent-classification
agentic-rag
model-context-protocol
mcp
Model card Files Files and versions
xet
Community

Instructions to use ayub42/agentic-intent-router with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ayub42/agentic-intent-router with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ayub42/agentic-intent-router")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use ayub42/agentic-intent-router with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="ayub42/agentic-intent-router")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("ayub42/agentic-intent-router", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
agentic-intent-router
15.5 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
ayub42's picture
ayub42
Create README.md
e0e0890 verified 5 days ago
  • __pycache__
    Initial commit of PyTorch centroid routing logic 5 days ago
  • .gitattributes
    1.52 kB
    initial commit 5 days ago
  • README.md
    4.6 kB
    Create README.md 5 days ago
  • router.py
    3.78 kB
    Initial commit of PyTorch centroid routing logic 5 days ago