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Update README.md for Docker SDK

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  ---
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- title: MentalbertEmbedder
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- emoji: 🐠
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  colorFrom: pink
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  colorTo: green
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- sdk: gradio
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- sdk_version: 5.24.0
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  app_file: app.py
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  pinned: false
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- short_description: Mentalbert embeddings for RAG based chatbot
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
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  ---
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+ title: MentalBERT Embedder
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+ emoji: 🧠
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  colorFrom: pink
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  colorTo: green
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+ sdk: docker
 
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  app_file: app.py
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  pinned: false
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+ short_description: MentalBERT embeddings for RAG-based chatbot
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  ---
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+ This Hugging Face Space hosts a FastAPI-based embedding server using the MentalBERT model.
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+ It serves as an embedding backend for RAG (Retrieval-Augmented Generation) chatbots with a MongoDB vector store.
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+
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+ To learn how to use Docker Spaces, check the official guide:
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+ 🔗 https://huggingface.co/docs/hub/spaces-sdks-docker