juanjuandog/FinSight-AI

Health v2 · maintenance only

Flags: no_releases young

Adoption not part of the score

1034 stars · 62 forks observed · 2026-09-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

FinSight AI is an open-source equity research workspace for A-share companies that turns market data, filings, and financial metrics into structured, evidence-grounded AI research reports. Built on Java 17 and Spring Boot with PostgreSQL/pgvector, RabbitMQ, and Redis, it emphasizes recoverable long-running agent workflows, snapshot-bound versioned reports, and automated LLM output evaluation.

Use cases

• research A-share companies with AI-generated analysis
• build reliable long-running LLM agent workflows
• generate evidence-grounded financial research reports
• run RAG over company filings and announcements
• evaluate LLM output quality automatically
• track company events and risk signals on a timeline
• self-host an AI equity research assistant

When to choose

• you need reproducible, evidence-backed AI research reports rather than raw chatbot answers
• you want a production-grade reference for resilient agent workflow orchestration in Java/Spring Boot
• you research Chinese A-share equities and want filings, quotes, and metrics in one workspace
• you need versioned reports bound to data snapshots with an inspectable evidence path

When to avoid

• you need automated trading or investment execution - it is explicitly a research aid, not advice
• you need coverage of non-A-share markets like US or European equities
• you want a lightweight Python-based LLM stack instead of a JVM/Spring Boot backend
• you need real-time streaming market data

Facets

application · maturity active

agent-framework rag llm-inference workflow-automation search-engine data-visualization llm-training monitoring artificial-intelligence fintech large-language-models jvm self-hosted windows equity-research spring-boot pgvector rabbitmq redis a-share financial-analysis workflow-orchestration evidence-grounded report-generation ai-agents retrieval-augmented-generation data-engineering docker web-server linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="juanjuandog/FinSight-AI")