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FlyM1ss merged 2 commits into from
Mar 25, 2026
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README update #262

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4e3ddd1
Merge pull request #260 from Open-Finance-Lab/fingpt_backend_dev
FlyM1ss Mar 24, 2026
3d1cdb7
docs: update README screenshots to new GUI design
FlyM1ss Mar 25, 2026
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11 changes: 6 additions & 5 deletions README.md
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# Agentic FinSearch

An agentic financial search engine that retrieves, verifies, and synthesizes information across major financial data sources — with full source transparency.
Accurate retrieval of real-time financial data is a core infrastructure for building FinAgents. Our Agentic FinSearch is considered as a cornerstone towards democratizing financial intelligence to the general public. Also, it serves as a reference architecture for safe AI adoption in the financial services industry.

[![Open Financial LLM Leaderboard](https://img.shields.io/badge/FinLLM-Leaderboard-blue)](https://finosfoundation-open-financial-llm-leaderboard.hf.space/#/?columns=isPinned%2Crank%2Cmodel_type%2Cid%2Cmodel.average_score%2Cevaluations.vision_average%2Cevaluations.audio_average%2Cevaluations.english_average%2Cevaluations.chinese_average%2Cevaluations.japanese_average%2Cevaluations.spanish_average%2Cevaluations.greek_average%2Cevaluations.bilingual_average%2Cevaluations.multilingual_average)

- **Agentic retrieval** across major finance websites (Yahoo Finance, SEC EDGAR, TradingView, and more).
- **Answer engine** that performs open search to locate relevant financial information from websites, reports, filings, and databases.
- **Air-gapped deployment** - By design, our Agentic FinSearch emphasizes in the production environment, in order to protect user privacy.
- **Numerical accuracy** - This is a critical issue, since one cannot directly apply general-purpose LLMs and agents to business and finance.
- **No hallucination & misinformation** - For safe AI adoption in high-stake domains like finance, no hallucination & misinformation is a must.
- **Source transparency** — every response includes verifiable sources, ensuring reliability and reducing misinformation.

**No trading suggestions. For research and informational purposes only.**

### Screenshots

1. The search agent overlay: drag, resize, and minimize. Provides context-aware information on the user's current page.
![image](Docs/source/_static/images/F4.0_1.png)
![image](Docs/source/_static/images/new_gui_1.png)

2. Source verification — check exactly where each piece of information came from.
![image](Docs/source/_static/images/F4.0_Source.png)
![image](Docs/source/_static/images/new_gui_2.png)


## Installation
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