Supports integration of two models from DeepSeek for analysis!
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@@ -40,7 +40,10 @@ Follow the steps below to run the project on your system.
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- [MySQL](https://www.mysql.com/) Database
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- [Conda](https://docs.conda.io/en/latest/) (optional, for environment management)
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- A valid Weibo account (for data collection)
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- OpenAI API key or Anthropic (Claude) API key for AI analysis features
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- At least one of the following API keys for AI analysis features:
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- OpenAI API key
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- Anthropic (Claude) API key
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- DeepSeek API key
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### Installation Steps
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@@ -76,9 +79,17 @@ Follow the steps below to run the project on your system.
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# For Anthropic API (Required for Claude models)
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export ANTHROPIC_API_KEY="your-anthropic-key"
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# For DeepSeek API (Required for DeepSeek models)
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export DEEPSEEK_API_KEY="your-deepseek-key"
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```
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Note: At least one API key must be configured to use AI analysis features.
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Supported AI Models:
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- OpenAI: GPT-3.5-Turbo, GPT-4
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- Anthropic: Claude-3 (Opus, Sonnet, Haiku)
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- DeepSeek: DeepSeek-V3 (deepseek-chat), DeepSeek-R1 (deepseek-reasoner)
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6. Start the Flask application:
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@@ -104,6 +115,7 @@ The Weibo Public Opinion Analysis and Prediction System employs a range of moder
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- **[TensorFlow](https://www.tensorflow.org/)** 或 **[PyTorch](https://pytorch.org/)** - Deep learning frameworks used for advanced model development.
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- **[OpenAI GPT](https://openai.com/)** - Advanced language models for text analysis.
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- **[Anthropic Claude](https://www.anthropic.com/)** - AI models for sophisticated text analysis.
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- **[DeepSeek](https://deepseek.com/)** - Advanced Chinese-English bilingual AI models.
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## 🤝 Contribution
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