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@@ -21,7 +21,7 @@ INSIGHT_ENGINE_API_KEY=
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INSIGHT_ENGINE_BASE_URL=
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# Insight Agent LLM模型名称,如kimi-k2-0711-preview
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INSIGHT_ENGINE_MODEL_NAME=
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# Media Agent(推荐Gemini,可用中转厂商 https://www.chataiapi.com/)API密钥
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# Media Agent(推荐Gemini,推荐中转厂商 https://aihubmix.com/?aff=8Ds9)API密钥
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MEDIA_ENGINE_API_KEY=
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# Media Agent LLM接口BaseUrl
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MEDIA_ENGINE_BASE_URL=
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@@ -41,7 +41,7 @@ QUERY_ENGINE_API_KEY=
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QUERY_ENGINE_BASE_URL=
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# Query Agent LLM模型,如deepseek-reasoner
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QUERY_ENGINE_MODEL_NAME=
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# Report Agent(推荐Gemini,可用中转厂商 https://www.chataiapi.com/)API密钥
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# Report Agent(推荐Gemini,推荐中转厂商 https://aihubmix.com/?aff=8Ds9)API密钥
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REPORT_ENGINE_API_KEY=
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# Report Agent LLM接口BaseUrl
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REPORT_ENGINE_BASE_URL=
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@@ -4,6 +4,9 @@
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<a href="https://trendshift.io/repositories/15286" target="_blank"><img src="https://trendshift.io/api/badge/repositories/15286" alt="666ghj%2FBettaFish | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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<a href="https://aihubmix.com/?aff=8Ds9" target="_blank"><img src="./static/image/logo_aihubmix.png" alt="666ghj%2FBettaFish | Trendshift" height="40"/></a> 
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<a href="https://lioncc.ai/" target="_blank"><img src="./static/image/logo_loincc.png" alt="666ghj%2FBettaFish | Trendshift" height="40"/></a>
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[](https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem/stargazers)
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[](https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem/watchers)
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[](https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem/network)
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@@ -46,6 +49,8 @@ Beyond just report quality, compared to similar products, we have 🚀 six major
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**Starting with public opinion, but not limited to public opinion**. The goal of "WeiYu" is to become a simple and universal data analysis engine that drives all business scenarios.
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> For example, you only need to simply modify the API parameters and prompts of the Agent toolset to transform it into a financial market analysis system.
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>
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> Here's a relatively active Linux.do project discussion thread: https://linux.do/t/topic/1009280
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<div align="center">
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<img src="static/image/system_schematic.png" alt="banner" width="800">
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@@ -53,6 +58,12 @@ Beyond just report quality, compared to similar products, we have 🚀 six major
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Say goodbye to traditional data dashboards. In "WeiYu", everything starts with a simple question - you just need to ask your analysis needs like a conversation
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</div>
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## 🪄 Sponsors
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LLM Model API Sponsor: <a href="https://aihubmix.com/?aff=8Ds9" target="_blank"><img src="./static/image/logo_aihubmix.png" alt="666ghj%2FBettaFish | Trendshift" height="40"/></a>
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Solomon Blog LionCC.ai; Programming Carpool codecodex.ai; Programming Computing Power VibeCodingAPI.ai: <span style="margin-left: 10px"><a href="https://lioncc.ai/" target="_blank"><img src="./static/image/logo_loincc.png" alt="666ghj%2FBettaFish | Trendshift" height="40"/></a></span>
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## 🏗️ System Architecture
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### Overall Architecture Diagram
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@@ -253,6 +264,7 @@ INSIGHT_ENGINE_MODEL_NAME = "kimi-k2-0711-preview"
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# Media Agent
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...
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```
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Recommended LLM API Provider: [Reasoning Era](https://aihubmix.com/?aff=8Ds9)
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#### 4.2 Database Initialization
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@@ -264,7 +276,9 @@ INSIGHT_ENGINE_MODEL_NAME = "kimi-k2-0711-preview"
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```bash
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# Local MySQL database initialization
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cd MindSpider
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python schema/init_database.py
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# Project initialization
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python main.py --setup
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```
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**Option 2: Use Cloud Database Service (Recommended)**
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@@ -339,6 +353,9 @@ cd MindSpider
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# Project initialization
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python main.py --setup
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# Run topic extraction (get hot news and keywords)
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python main.py --broad-topic
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# Run complete crawler workflow
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python main.py --complete --date 2024-01-20
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@@ -40,9 +40,9 @@ class Settings(BaseSettings):
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INSIGHT_ENGINE_BASE_URL: Optional[str] = Field("https://api.moonshot.cn/v1", description="Insight Agent LLM接口BaseUrl,可自定义厂商API")
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INSIGHT_ENGINE_MODEL_NAME: str = Field("kimi-k2-0711-preview", description="Insight Agent LLM模型名称,如kimi-k2-0711-preview")
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# Media Agent(推荐Gemini,这里我用了一个中转厂商,你也可以换成你自己的,申请地址:https://www.chataiapi.com/)
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MEDIA_ENGINE_API_KEY: Optional[str] = Field(None, description="Media Agent(推荐Gemini,这里我用了一个中转厂商,你也可以换成你自己的,申请地址:https://www.chataiapi.com/)API密钥")
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MEDIA_ENGINE_BASE_URL: Optional[str] = Field("https://www.chataiapi.com/v1", description="Media Agent LLM接口BaseUrl")
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# Media Agent(推荐Gemini,推荐中转厂商:https://aihubmix.com/?aff=8Ds9)
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MEDIA_ENGINE_API_KEY: Optional[str] = Field(None, description="Media Agent(推荐Gemini,推荐中转api厂商:https://aihubmix.com/?aff=8Ds9")
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MEDIA_ENGINE_BASE_URL: Optional[str] = Field("https://aihubmix.com/v1", description="Media Agent LLM接口BaseUrl")
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MEDIA_ENGINE_MODEL_NAME: str = Field("gemini-2.5-pro", description="Media Agent LLM模型名称,如gemini-2.5-pro")
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# Query Agent(推荐DeepSeek,申请地址:https://www.deepseek.com/)
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@@ -50,9 +50,9 @@ class Settings(BaseSettings):
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QUERY_ENGINE_BASE_URL: Optional[str] = Field("https://api.deepseek.com", description="Query Agent LLM接口BaseUrl")
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QUERY_ENGINE_MODEL_NAME: str = Field("deepseek-reasoner", description="Query Agent LLM模型,如deepseek-reasoner")
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# Report Agent(推荐Gemini,这里我用了一个中转厂商,你也可以换成你自己的)
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REPORT_ENGINE_API_KEY: Optional[str] = Field(None, description="Report Agent(推荐Gemini,这里我用了一个中转厂商,你也可以换成你自己的,申请地址:https://www.chataiapi.com/)API密钥")
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REPORT_ENGINE_BASE_URL: Optional[str] = Field("https://www.chataiapi.com/v1", description="Report Agent LLM接口BaseUrl")
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# Report Agent(推荐Gemini,推荐中转厂商:https://aihubmix.com/?aff=8Ds9)
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REPORT_ENGINE_API_KEY: Optional[str] = Field(None, description="Report Agent(推荐Gemini,推荐中转api厂商:https://aihubmix.com/?aff=8Ds9")
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REPORT_ENGINE_BASE_URL: Optional[str] = Field("https://aihubmix.com/v1", description="Report Agent LLM接口BaseUrl")
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REPORT_ENGINE_MODEL_NAME: str = Field("gemini-2.5-pro", description="Report Agent LLM模型,如gemini-2.5-pro")
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# Forum Host(Qwen3最新模型,这里我使用了硅基流动这个平台,申请地址:https://cloud.siliconflow.cn/)
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