ChatBI: Conversational Business Intelligence
ChatBI is a conversational Business Intelligence system developed at Tencent TEG, enabling business users to query and visualize enterprise data through natural language without requiring SQL expertise or manual table discovery.
FinCom: Financial Multi-Agent Systems
FinCom (Financial Committee) is a supervisor-based multi-agent framework built with LangGraph for committee-style financial decision-making. Three domain-specialized agents—Research, Quantitative, and Risk—each powered by Gemini-2.5-Flash with ReAct reasoning loops and constrained toolsets, collaborate under a central Supervisor to produce unified financial recommendations. Evaluation is conducted via LangSmith’s LLM-as-a-Judge pipeline for scalable, reproducible assessment.