Vibe-Research Releases AI Investment Research Dashboard

Vibe-Research is an open-source research dashboard that separates data collection from AI judgment. It provides market prices, research reports, valuations, financial statements, disclosures, fund flows, and news on a single screen, while delegating conclusion derivation to the AI connected by the user. It supports China A-shares, US, and Hong Kong markets, and Korean stocks can be queried for prices by appending .KS to the 6-digit code.

Multi-Agent Design Approach

Unlike existing multi-agent frameworks, it does not draw buy/sell conclusions but aims to organize disagreements through debates between bullish and bearish researchers. After first collecting 13 types of objective datasets, both sides present evidence, and a neutral moderator summarizes points of agreement and difference. Each debate requires 3 model calls, approximately 35k input tokens, and takes 100–120 seconds.

GPU Rental Price Monitoring

It provides daily rental price history for the past year for B200, H100 SXM, and A100 SXM4 based on Vast.ai data. It also displays the term structure curve and probability distribution for long-term intervals (monthly average) through Kalshi's public event contracts.

Installation and Integration

It consists of a FastAPI backend and a React 19 frontend, running in a Python 3.10+ environment. AI can be integrated via three methods: CLI subscription, API key, and MCP server, with all methods sharing the same 25 data tools.