This project, aiagents-stock, provides an AI-driven stock analysis and decision support system, simulating a team of specialized analysts. It targets individual investors, particularly in the A-share market, offering comprehensive insights into technicals, fund flows, sector rotation, and real-time monitoring to enhance trading confidence and outcomes.

How It Works

The system employs a multi-AI agent architecture, using DeepSeek models for deep analysis. It simulates a securities analyst team, processing data from sources like AKShare and a local TDX API. Key features include real-time monitoring, A-share T+1 compliant automated trading decisions, portfolio management, and batch analysis capabilities, aiming for a holistic investment decision-making process.

Quick Start & Requirements

• Installation: Docker (recommended, requires Docker 20.10+, Compose 2.0+) or local (Python 3.8+, Node.js 16+).
• Prerequisites: DeepSeek API Key is mandatory. Optional: Tushare token, email/Webhook notifications, MiniQMT for trading, local TDX data source.
• Links: Repo: https://github.com/oficcejo/aiagents-stock. TDX API: https://github.com/oficcejo/tdx-api. Extensive docs available.

Highlighted Details

• Multi-AI Analyst Simulation: Specialized agents for technicals, fundamentals, fund flow, risk, sentiment, and news.
• Advanced A-Share Features: Includes "Dragon-Tiger List" tracking, sector rotation, real-time alerts, and MiniQMT integration for automated trading.
• Data Sources: Supports A-shares, HK, US stocks via AKShare, yfinance, and local TDX.
• Batch Analysis: Deep AI analysis for multiple selected stocks simultaneously.
• Customizable Notifications: Email and Webhook alerts (DingTalk, Feishu).

Maintenance & Community

Active development indicated by recent updates. Community interaction via WeChat. Inspired by tradingagents.

Licensing & Compatibility

• License: MIT License.
• Compatibility: Permissive for commercial use. Primarily A-share focused, but supports HK/US stocks.

Limitations & Caveats

Requires a DeepSeek API key (potential cost/limits). Local deployment recommended due to potential data source restrictions with heavy cloud access. Analysis is for reference only, not investment advice; all risks are user-borne. Some features are marked as new/experimental.