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Pregnancy GPT: Canadian Pregnancy & Parenting Information Assistant
π 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.
π 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
π¬ 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?"
π How It Works
- Your question is processed by our custom embedding model
- The system searches our knowledge base of verified information
- If needed, it performs a targeted web search of official Canadian health resources
- Information is presented with clear sections, key takeaways, and source citations
π 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
β οΈ Disclaimer
This tool provides information but does not replace professional medical advice. Always consult healthcare providers for medical decisions.