QuantMind: open-source agent-native framework turns papers, news and filings into structured quant finance knowledge
tom_doerr · x · 2026-09-10
The LLMQuant team open-sourced QuantMind on GitHub, an agent-native knowledge extraction and retrieval framework for quantitative finance (2.8k stars, 467 forks, 203 commits).
- Refines raw financial sources — papers, news, filings — into structured knowledge that downstream retrieval and reasoning can trust
- Every knowledge item is typed, keeps its citation, and carries a timestamp, enabling persistence and standalone time-based queries
- Repo ships AGENTS.md, CLAUDE.md, .claude/.codex configs for agentic development, plus an evaluation module
A useful reference for developers building AI-agent-driven financial knowledge bases.
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