Caregiver Assistant using RAG
AI Developer2024
Retrieval-Augmented Generation · LangChain · FAISS · LLM Integration
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Caregiver Support Interface
Caregiver Support Interface
A specialized RAG-powered assistant designed to provide accurate, context-aware information for caregivers, specifically for Alzheimer's care.
Key Achievements
- Built a specialized RAG pipeline using LangChain and FAISS for efficient document retrieval and context management.
- Integrated dual-model support for Ollama and OpenAI to allow flexible inference options.
- Developed a semantic search system that retrieves information from a curated knowledge base on specialized care.
- Designed a clean, professional web dashboard focused on accessibility and ease of use for caregivers.
Tech Stack
PythonFastAPILangChainFAISSOllamaOpenAI