[ACL 2026 Main, SAC Highlight] FinSight: Towards Real-World Financial Deep Research. ๐ฏOne ticker, one click, one publication-ready report.
$ git clone https://github.com/RUC-NLPIR/FinSight.gitA-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
Multi-agent equity research system with deterministic signal fusion โ 3 specialized agents (ReAct, FinBERT, Plan-and-Solve + RAG) produce BUY/NEUTRAL/SELL decisions through a mathematical Decision Hub. No LLM in the critical path.
Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.
๐ ใไป้ถๅผๅงๆๅปบๆบ่ฝไฝใโโไป้ถๅผๅง็ๆบ่ฝไฝๅ็ไธๅฎ่ทตๆ็จ
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
Data from GitHub ยท snapshot Nov 13, 2026