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---
title: MentalBERT Embedder
emoji: 🧠
colorFrom: pink
colorTo: green
sdk: docker
app_file: app.py
pinned: false
short_description: MentalBERT embeddings for RAG-based chatbot
---

This Hugging Face Space hosts a FastAPI-based embedding server using the MentalBERT model.  
It serves as an embedding backend for RAG (Retrieval-Augmented Generation) chatbots with a MongoDB vector store.

To learn how to use Docker Spaces, check the official guide:  
πŸ”— https://huggingface.co/docs/hub/spaces-sdks-docker