Assistant
Ask the financial AI copilot
Chat with a portfolio and market intelligence assistant that can use retrieved document context and optional voice playback.
Financial Chat Copilot
LLM-powered chat with grounded RAG citations and optional voice playback.
assistant
Welcome to FinInsight AI. Ask about market themes, upload research, analyze a portfolio, or use voice mode for hands-free exploration.
Response Model
1. User prompt is sent to the `/api/chat` endpoint with optional RAG retrieval.
2. Relevant document chunks are ranked with cosine similarity in the local vector store.
3. The LLM returns a market-aware answer, citations, and a built-in educational disclaimer.
4. Voice mode optionally routes the response to ElevenLabs or browser speech synthesis.