Remove Tauric Research branding and improve README SEO/UX
- Delete TauricResearch.png and wechat.png assets - Fix clone URL to point to hemangjoshi37a/TradingAgents - Fix broken anchor links in README navigation - Fix license badge (Apache 2.0, not MIT) - Add Analysis Pipeline and Investment Debates screenshots - Improve image alt texts for SEO - Replace Unicode box-drawing chars with ASCII in architecture diagram - Update package.json with keywords, author, correct URLs - Update pyproject.toml description - Update setup.py URL - Refresh screenshots after dark mode theme fix - Update .gitignore for Playwright and test artifacts
This commit is contained in:
hemangjoshi37a
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@ -18,3 +18,10 @@ node_modules/
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# Runtime config
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schedule_config.json
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# Playwright MCP artifacts
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.playwright-mcp/
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# Test screenshots (root level)
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test-*.png
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prediction-accuracy-new.png
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92
README.md
92
README.md
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@ -8,7 +8,7 @@
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[](https://arxiv.org/abs/2412.20138)
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[](https://www.python.org/)
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[](LICENSE)
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[](LICENSE)
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[](https://react.dev/)
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[](https://fastapi.tiangolo.com/)
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[](https://tailwindcss.com/)
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@ -19,7 +19,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<br />
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[Getting Started](#-getting-started) • [Web Dashboard](#-nifty50-ai-web-dashboard) • [Python API](#-python-api) • [Architecture](#-architecture) • [Contributing](#-contributing)
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[Getting Started](#getting-started) • [Web Dashboard](#nifty50-ai-web-dashboard) • [Python API](#python-api) • [Architecture](#architecture) • [Contributing](#contributing)
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<br />
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@ -56,7 +56,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>Dashboard — AI Recommendations at a Glance</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/01-dashboard.png" width="100%" alt="TradingAgents Dashboard showing all 50 Nifty stocks with AI recommendations, rank badges, and decision filters" />
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<img src="frontend/docs/screenshots/01-dashboard.png" width="100%" alt="TradingAgents Dashboard showing all 50 Nifty stocks with AI-powered BUY, SELL, HOLD recommendations, rank badges, confidence levels, and decision filters" />
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</p>
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</details>
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@ -64,7 +64,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>History — Backtesting & Portfolio Simulation</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/10-history-page.png" width="100%" alt="Historical analysis page with prediction accuracy, risk metrics, portfolio simulator, and AI vs Nifty50 comparison" />
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<img src="frontend/docs/screenshots/10-history-page.png" width="100%" alt="Historical backtesting page with prediction accuracy tracking, Sharpe ratio, max drawdown, win rate, portfolio simulator with Zerodha brokerage, and AI vs Nifty50 index comparison chart" />
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</p>
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</details>
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@ -72,7 +72,23 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>Stock Detail — Deep Analysis View</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/03-stock-detail-overview.png" width="100%" alt="Stock detail page showing SBIN analysis with rank badge, recommendation history, and prediction accuracy" />
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<img src="frontend/docs/screenshots/03-stock-detail-overview.png" width="100%" alt="Individual stock analysis page showing AI recommendation with confidence level, risk assessment, recommendation history timeline, and detailed analysis summary" />
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</p>
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</details>
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<details>
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<summary><b>Analysis Pipeline — 12-Step AI Decision Process</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/04-analysis-pipeline.png" width="100%" alt="12-step analysis pipeline visualization showing data collection, technical analysis, fundamental analysis, sentiment analysis, bull vs bear debate, and final trading decision" />
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</p>
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</details>
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<details>
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<summary><b>Investment Debates — Bull vs Bear AI Agents</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/05-debates-tab.png" width="100%" alt="AI-powered investment debate between bull and bear researcher agents with research manager synthesis and final judgment" />
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</p>
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</details>
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@ -80,7 +96,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>Historical Date View — Ranked Stock Lists</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/11-history-stocks-expanded.png" width="100%" alt="History page with date cards showing buy/sell/hold breakdown and expanded ranked stock list" />
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<img src="frontend/docs/screenshots/11-history-stocks-expanded.png" width="100%" alt="History page with date cards showing buy/sell/hold breakdown, return percentages, and expanded ranked stock list with hold periods" />
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</p>
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</details>
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@ -88,7 +104,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>How It Works — Multi-Agent AI System</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/09-how-it-works.png" width="100%" alt="Educational page explaining the multi-agent AI system with agent cards and debate process" />
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<img src="frontend/docs/screenshots/09-how-it-works.png" width="100%" alt="Educational page explaining the multi-agent AI system architecture with agent role cards and structured debate process flow" />
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</p>
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</details>
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@ -96,7 +112,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>Settings — Configurable AI Models</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/02-settings-modal.png" width="60%" alt="Settings panel for configuring LLM provider, model selection, and analysis parameters" />
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<img src="frontend/docs/screenshots/02-settings-modal.png" width="60%" alt="Settings panel for configuring LLM provider selection between Claude and OpenAI, model tier selection, API key management, and debate round configuration" />
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</p>
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</details>
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@ -104,7 +120,7 @@ An open-source framework that deploys **specialized AI agents** — analysts
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<summary><b>Dark Mode</b></summary>
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<br />
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<p align="center">
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<img src="frontend/docs/screenshots/08-dashboard-dark-mode.png" width="100%" alt="Dashboard in dark mode with glassmorphic cards and premium styling" />
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<img src="frontend/docs/screenshots/08-dashboard-dark-mode.png" width="100%" alt="Dashboard in dark mode with glassmorphic card design, premium styling, and automatic system theme detection" />
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</p>
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</details>
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@ -115,32 +131,32 @@ An open-source framework that deploys **specialized AI agents** — analysts
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TradingAgents mirrors the structure of real-world trading firms by decomposing complex trading tasks into specialized roles:
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```
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┌─────────────────────────────────────┐
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│ Data Collection │
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│ (Market, News, Social, Financials) │
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└──────────────┬──────────────────────┘
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│
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┌──────────────▼──────────────────────┐
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│ Analyst Team │
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│ Technical ┃ Fundamental ┃ Sentiment │
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│ ┃ News ┃ │
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└──────────────┬──────────────────────┘
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│
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┌──────────────▼──────────────────────┐
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│ Researcher Team │
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│ Bull Researcher ⚔ Bear Researcher │
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│ (Structured AI Debate) │
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└──────────────┬──────────────────────┘
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│
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┌──────────────▼──────────────────────┐
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│ Trader Agent │
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│ Synthesizes reports → Decision │
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└──────────────┬──────────────────────┘
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│
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┌──────────────▼──────────────────────┐
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│ Risk Management & Portfolio Mgr │
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│ Evaluates risk → Approves/Rejects │
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└─────────────────────────────────────┘
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+-------------------------------------+
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| Data Collection |
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| (Market, News, Social, Financials) |
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+-----------------+-------------------+
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+-----------------v-------------------+
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| Analyst Team |
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| Technical | Fundamental | Sentiment |
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| | News | |
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+-----------------+-------------------+
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+-----------------v-------------------+
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| Researcher Team |
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| Bull Researcher vs Bear Researcher |
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| (Structured AI Debate) |
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+-----------------+-------------------+
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+-----------------v-------------------+
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| Trader Agent |
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| Synthesizes reports -> Decision |
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+-----------------+-------------------+
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+-----------------v-------------------+
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| Risk Management & Portfolio Mgr |
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| Evaluates risk -> Approves/Rejects |
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+-------------------------------------+
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```
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<details>
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@ -173,7 +189,7 @@ TradingAgents mirrors the structure of real-world trading firms by decomposing c
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```bash
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# Clone the repository
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git clone https://github.com/hjlabs/TradingAgents.git
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git clone https://github.com/hemangjoshi37a/TradingAgents.git
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cd TradingAgents
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# Create virtual environment
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Select your tickers, date, LLMs, and research depth from the interactive interface.
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<p align="center">
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<img src="assets/cli/cli_init.png" width="100%" alt="TradingAgents CLI interface" />
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<img src="assets/cli/cli_init.png" width="100%" alt="TradingAgents CLI interface showing ticker selection, date picker, and LLM configuration" />
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</p>
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---
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| Layer | Technology |
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|-------|-----------|
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| Frontend | React 18 + TypeScript, Vite, Tailwind CSS |
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| Frontend | React 18 + TypeScript, Vite, Tailwind CSS 4 |
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| Charts | Recharts |
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| Icons | Lucide React |
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| Backend | FastAPI (Python) |
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25
package.json
25
package.json
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{
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"name": "tradingagents",
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"version": "1.0.0",
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"description": "Multi-Agent LLM Financial Trading Framework",
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"description": "Multi-Agent LLM Financial Trading Framework with AI-powered stock analysis, structured debates, and backtesting",
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"main": "index.js",
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"scripts": {
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"test": "echo \"Error: no test specified\" && exit 1"
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},
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"repository": {
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"type": "git",
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"url": "git+https://github.com/hjlabs/TradingAgents.git"
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"url": "git+https://github.com/hemangjoshi37a/TradingAgents.git"
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},
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"keywords": [],
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"author": "",
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"license": "ISC",
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"keywords": [
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"trading",
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"ai",
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"multi-agent",
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"llm",
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"stock-analysis",
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"nifty50",
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"backtesting",
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"fastapi",
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"react",
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"financial-trading"
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],
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"author": "hjlabs.in",
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"license": "Apache-2.0",
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"bugs": {
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"url": "https://github.com/hjlabs/TradingAgents/issues"
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"url": "https://github.com/hemangjoshi37a/TradingAgents/issues"
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},
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"homepage": "https://github.com/hjlabs/TradingAgents#readme",
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"homepage": "https://github.com/hemangjoshi37a/TradingAgents#readme",
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"dependencies": {
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"playwright": "^1.58.1"
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}
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[project]
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name = "tradingagents"
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version = "0.1.0"
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description = "Add your description here"
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description = "Multi-Agent LLM Financial Trading Framework with AI-powered stock analysis, structured debates, and backtesting"
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readme = "README.md"
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requires-python = ">=3.10"
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dependencies = [
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setup.py
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setup.py
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description="Multi-Agents LLM Financial Trading Framework",
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author="TradingAgents Team",
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author_email="yijia.xiao@cs.ucla.edu",
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url="https://github.com/hjlabs/TradingAgents",
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url="https://github.com/hemangjoshi37a/TradingAgents",
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packages=find_packages(),
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install_requires=[
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"langchain>=0.1.0",
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