万朱浩 / Venue-Ops

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666ghj
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... ... @@ -21,7 +21,7 @@ INSIGHT_ENGINE_API_KEY=
INSIGHT_ENGINE_BASE_URL=
# Insight Agent LLM模型名称，如kimi-k2-0711-preview
INSIGHT_ENGINE_MODEL_NAME=
# Media Agent（推荐Gemini，可用中转厂商 https://www.chataiapi.com/）API密钥
# Media Agent（推荐Gemini，推荐中转厂商 https://aihubmix.com/?aff=8Ds9）API密钥
MEDIA_ENGINE_API_KEY=
# Media Agent LLM接口BaseUrl
MEDIA_ENGINE_BASE_URL=
... ... @@ -41,7 +41,7 @@ QUERY_ENGINE_API_KEY=
QUERY_ENGINE_BASE_URL=
# Query Agent LLM模型，如deepseek-reasoner
QUERY_ENGINE_MODEL_NAME=
# Report Agent（推荐Gemini，可用中转厂商 https://www.chataiapi.com/）API密钥
# Report Agent（推荐Gemini，推荐中转厂商 https://aihubmix.com/?aff=8Ds9）API密钥
REPORT_ENGINE_API_KEY=
# Report Agent LLM接口BaseUrl
REPORT_ENGINE_BASE_URL=
... ...
... ... @@ -4,6 +4,9 @@
<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>
<a href="https://aihubmix.com/?aff=8Ds9" target="_blank"><img src="./static/image/logo_aihubmix.png" alt="666ghj%2FBettaFish | Trendshift" height="40"/></a>&ensp;
<a href="https://lioncc.ai/" target="_blank"><img src="./static/image/logo_loincc.png" alt="666ghj%2FBettaFish | Trendshift" height="40"/></a>
[![GitHub Stars](https://img.shields.io/github/stars/666ghj/Weibo_PublicOpinion_AnalysisSystem?style=flat-square)](https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem/stargazers)
[![GitHub Watchers](https://img.shields.io/github/watchers/666ghj/Weibo_PublicOpinion_AnalysisSystem?style=flat-square)](https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem/watchers)
[![GitHub Forks](https://img.shields.io/github/forks/666ghj/Weibo_PublicOpinion_AnalysisSystem?style=flat-square)](https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem/network)
... ... @@ -46,6 +49,8 @@ Beyond just report quality, compared to similar products, we have 🚀 six major
**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.
> 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.
>
> Here's a relatively active Linux.do project discussion thread: https://linux.do/t/topic/1009280
<div align="center">
<img src="static/image/system_schematic.png" alt="banner" width="800">
... ... @@ -53,6 +58,12 @@ Beyond just report quality, compared to similar products, we have 🚀 six major
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
</div>
## 🪄 Sponsors
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>
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>
## 🏗️ System Architecture
### Overall Architecture Diagram
... ... @@ -253,6 +264,7 @@ INSIGHT_ENGINE_MODEL_NAME = "kimi-k2-0711-preview"
# Media Agent
...
```
Recommended LLM API Provider: [Reasoning Era](https://aihubmix.com/?aff=8Ds9)
#### 4.2 Database Initialization
... ... @@ -264,7 +276,9 @@ INSIGHT_ENGINE_MODEL_NAME = "kimi-k2-0711-preview"
```bash
# Local MySQL database initialization
cd MindSpider
python schema/init_database.py
# Project initialization
python main.py --setup
```
**Option 2: Use Cloud Database Service (Recommended)**
... ... @@ -339,6 +353,9 @@ cd MindSpider
# Project initialization
python main.py --setup
# Run topic extraction (get hot news and keywords)
python main.py --broad-topic
# Run complete crawler workflow
python main.py --complete --date 2024-01-20
... ...
... ... @@ -40,9 +40,9 @@ class Settings(BaseSettings):
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")
INSIGHT_ENGINE_MODEL_NAME: str = Field("kimi-k2-0711-preview", description="Insight Agent LLM模型名称，如kimi-k2-0711-preview")
# 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/）
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")
MEDIA_ENGINE_BASE_URL: Optional[str] = Field("https://www.chataiapi.com/v1", description="Media Agent LLM接口BaseUrl")
# Media Agent（推荐Gemini，推荐中转厂商：https://aihubmix.com/?aff=8Ds9）
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")
MEDIA_ENGINE_BASE_URL: Optional[str] = Field("https://aihubmix.com/v1", description="Media Agent LLM接口BaseUrl")
MEDIA_ENGINE_MODEL_NAME: str = Field("gemini-2.5-pro", description="Media Agent LLM模型名称，如gemini-2.5-pro")
# Query Agent（推荐DeepSeek，申请地址：https://www.deepseek.com/）
... ... @@ -50,9 +50,9 @@ class Settings(BaseSettings):
QUERY_ENGINE_BASE_URL: Optional[str] = Field("https://api.deepseek.com", description="Query Agent LLM接口BaseUrl")
QUERY_ENGINE_MODEL_NAME: str = Field("deepseek-reasoner", description="Query Agent LLM模型，如deepseek-reasoner")
# 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）
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")
REPORT_ENGINE_BASE_URL: Optional[str] = Field("https://www.chataiapi.com/v1", description="Report Agent LLM接口BaseUrl")
# Report Agent（推荐Gemini，推荐中转厂商：https://aihubmix.com/?aff=8Ds9）
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")
REPORT_ENGINE_BASE_URL: Optional[str] = Field("https://aihubmix.com/v1", description="Report Agent LLM接口BaseUrl")
REPORT_ENGINE_MODEL_NAME: str = Field("gemini-2.5-pro", description="Report Agent LLM模型，如gemini-2.5-pro")
# 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/）
... ...