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中文案例导读
jadesun 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-26T17:53:09Z。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
厂商DeepSeek
模型DeepSeek V3.1
任务类型研究与报告生成
审核状态auto_approved
CASE EVIDENCE / A RECORD
jadesun 使用 DeepSeek V3.1 处理研究分析和报告生成
jadesun 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-26T17:53:09Z。
原始记录：jadesun/ai_stock: AI-powered stock recommendation system using DeepSeek-V3.1 for financial news analysis
任务
真实任务背景
Automated financial news crawling and AI-powered stock investment recommendation. The system crawls news from East Money (东方财富) using Scrapy, then feeds articles to DeepSeek-V3.1 (accessed via Volcano Engine ARK platform) for deep analysis. The model evaluates news sentiment, market impact, and generates stock investment suggestions with confidence scores and risk assessments. The entire pipeline runs 24/7 in Docker.
公开产物
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：Hourly AI-generated stock investment recommendations with confidence scores, risk assessments, and sector categorizations displayed via a responsive Flask web dashboard.
模型作用
DeepSeek V3.1 在该案例中承担研究分析和报告生成相关的生成、分析、编排或实现角色。 原始资料写作：DeepSeek-V3.1 is the core analysis engine — it receives raw financial news text and produces structured investment recommendations including stock picks, confidence levels, risk ratings, and reasoning. The model's hybri…
风险边界
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：Model accessed via third-party Volcano Engine ARK platform endpoint (ep-20250827105540-7wzzj), not direct DeepSeek API. Stock recommendations are AI-generated and should not be taken as financial advice. The repo has 21…