mistral-embed

DelphiMistralAI wrapper brings Mistral’s text-vision-audio models and agentic Conversations to Delphi, with chat, embeddings, Codestral codegen, fine-tuning, batching, moderation, async/await helpers and live request monitoring.

RAG powered chatbot for cultural event discovery. Fetches real events from Open Agenda, builds a FAISS vector index, and delivers context-aware recommendations through natural language queries. Built with LangChain, Mistral AI & Python.

This project implements a Retrieval-Augmented Generation (RAG) chatbot capable of intelligent, document-aware conversations. It supports both local and cloud-based LLM inference and enables high-quality semantic search using vector stores like ChromaDB and Pinecone.

MBSPro is an AI-assisted billing copilot for Australian GPs. It turns clinical notes (typed; optional STT) into top-N MBS item suggestions with explicit rule/ethics checks, then generates a FHIR-ready claim and draft clinical docs (e.g., referral/care plan), with a lightweight compliance dashboard for errors/rejects and revenue snapshots.