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Pregnancy GPT: Canadian Pregnancy & Parenting Information Assistant

Model Embeddings Framework Interface

πŸ“‹ Description

Pregnancy GPT is a specialized AI assistant that provides reliable, Canadian-focused information about pregnancy, childbirth, and early parenthood. It combines a curated knowledge base with targeted web searches to deliver accurate and helpful information.

🌟 Key Features

  • Canadian-Focused Information: Prioritizes Canadian healthcare guidelines and resources
  • Custom Embedding Model: Uses domain-specific embeddings for better search relevance
  • Dual Information Sources: Knowledge base + targeted web search
  • Source Citations: All information includes references
  • Follow-up Suggestions: Offers relevant follow-up questions

πŸ’¬ Example Questions

  • "What are the signs of early labor?"
  • "How do I apply for maternity benefits in Canada?"
  • "What foods should I avoid during pregnancy?"
  • "What are normal newborn sleep patterns?"
  • "What are the symptoms of postpartum depression?"
  • "What prenatal vitamins are recommended in Canada?"

πŸ” How It Works

  1. Your question is processed by our custom embedding model
  2. The system searches our knowledge base of verified information
  3. If needed, it performs a targeted web search of official Canadian health resources
  4. Information is presented with clear sections, key takeaways, and source citations

πŸ› οΈ Technical Details

  • Vector Database: Qdrant for semantic search
  • Embedding Model: Custom fine-tuned MPNet (AkshaySandbox/pregnancy-mpnet-embeddings)
  • Agent Framework: LangGraph for orchestration
  • Web Search: Targeted search of official Canadian health websites
  • UI: Chainlit for interactive chat experience

⚠️ Disclaimer

This tool provides information but does not replace professional medical advice. Always consult healthcare providers for medical decisions.