<div align="center" id="trendradar">

> **📢 Announcement:** After communicating with GitHub officials, "One-Click Fork Deployment" will be restored after compliance adjustments are completed. Please stay tuned for **v4.0.0** update

<a href="https://github.com/sansan0/TrendRadar" title="TrendRadar">
  <img src="/_image/banner.webp" alt="TrendRadar Banner" width="80%">
</a>

🚀 Deploy in <strong>30 seconds</strong> — Say goodbye to endless scrolling, only see the news you truly care about

<a href="https://trendshift.io/repositories/14726" target="_blank"><img src="https://trendshift.io/api/badge/repositories/14726" alt="sansan0%2FTrendRadar | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>

<a href="https://share.302.ai/mEOUzG" target="_blank" title="One-stop AI Models & APIs Platform"><img src="_image/302ai.png" alt="302.AI logo" height="50"/></a>
<a href="https://shandianshuo.cn" target="_blank" title="AI Voice Input, 4x Faster Than Typing ⚡"><img src="_image/shandianshuo.png" alt="FlashSpeak logo" height="51"/></a>

[![GitHub Stars](https://img.shields.io/github/stars/sansan0/TrendRadar?style=flat-square&logo=github&color=yellow)](https://github.com/sansan0/TrendRadar/stargazers)
[![GitHub Forks](https://img.shields.io/github/forks/sansan0/TrendRadar?style=flat-square&logo=github&color=blue)](https://github.com/sansan0/TrendRadar/network/members)
[![License](https://img.shields.io/badge/license-GPL--3.0-blue.svg?style=flat-square)](LICENSE)
[![Version](https://img.shields.io/badge/version-v3.5.0-blue.svg)](https://github.com/sansan0/TrendRadar)
[![MCP](https://img.shields.io/badge/MCP-v1.0.3-green.svg)](https://github.com/sansan0/TrendRadar)

[![WeWork](https://img.shields.io/badge/WeWork-Notification-00D4AA?style=flat-square)](https://work.weixin.qq.com/)
[![WeChat](https://img.shields.io/badge/WeChat-Notification-00D4AA?style=flat-square)](https://weixin.qq.com/)
[![Telegram](https://img.shields.io/badge/Telegram-Notification-00D4AA?style=flat-square)](https://telegram.org/)
[![DingTalk](https://img.shields.io/badge/DingTalk-Notification-00D4AA?style=flat-square)](#)
[![Feishu](https://img.shields.io/badge/Feishu-Notification-00D4AA?style=flat-square)](https://www.feishu.cn/)
[![Email](https://img.shields.io/badge/Email-Notification-00D4AA?style=flat-square)](#)
[![ntfy](https://img.shields.io/badge/ntfy-Notification-00D4AA?style=flat-square)](https://github.com/binwiederhier/ntfy)
[![Bark](https://img.shields.io/badge/Bark-Notification-00D4AA?style=flat-square)](https://github.com/Finb/Bark)
[![Slack](https://img.shields.io/badge/Slack-Notification-00D4AA?style=flat-square)](https://slack.com/)


[![GitHub Actions](https://img.shields.io/badge/GitHub_Actions-Automation-2088FF?style=flat-square&logo=github-actions&logoColor=white)](https://github.com/sansan0/TrendRadar)
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[![MCP Support](https://img.shields.io/badge/MCP-AI_Analysis-FF6B6B?style=flat-square&logo=ai&logoColor=white)](https://modelcontextprotocol.io/)

</div>

<div align="center">

**[中文](README.md)** | **English**

</div>

> This project is designed to be lightweight and easy to deploy

<br>

<details>
<summary>🚨 <strong>【MUST READ】Important Announcement: The Correct Way to Deploy This Project</strong></summary>

<br>

> **⚠️ December 2025 Urgent Notice**
>
> Due to a surge in Fork numbers causing excessive load on GitHub servers, **GitHub Actions and GitHub Pages deployments are currently restricted**. Please read the following instructions carefully to ensure successful deployment.

### 1. ✅ Only Recommended Deployment Method: Docker

**This is currently the most stable solution, free from GitHub restrictions.** Data is stored locally and won't be affected by GitHub policy changes.

* 👉 [Jump to Docker Deployment Tutorial](#6-docker-deployment)

---

### 2. If You Were Planning to Fork This Project...

To reduce pressure on GitHub servers, **please DO NOT directly click the "Fork" button!**

Please use the **"Use this template"** feature instead of Fork:

1.  **Click** the green **[Use this template]** button in the top right corner of the original repository page.
2.  **Select** "Create a new repository".

**Why do this?**
* **❌ Fork**: Copies complete history records. Many forks running simultaneously will trigger GitHub risk control.
* **✅ Use this template**: Creates a completely new independent repository without historical baggage, more server-friendly.

---

### 3. About New Data Storage

The new version will use **Cloudflare R2** to store news data, ensuring data persistence.

**⚠️ Configuration Prerequisites:**

According to Cloudflare platform rules, activating R2 requires binding a payment method.

- **Purpose:** Identity verification only (Verify Only), no charges will be incurred.
- **Payment:** Supports credit cards or PayPal (China region).
- **Usage:** R2's free tier is sufficient to cover this project's daily operation, no payment required.

---

### 4. 📅 Future Plans & Documentation Reading Notes

> **Future Plans:**
> - Exploring new approach: keep Actions for fetching and pushing, but no longer save data to repository, use external storage instead.

**⚠️ Reading Note:**
Given that the above plans mean **Fork deployment mode may return in a new form in the future**, and the workload to fully revise documentation is massive, we have temporarily retained the old descriptions.

**At the current stage, if "Fork" related expressions still appear in subsequent tutorials, please ignore them or understand them as "Use this template"**.

👉 **[Click here to view TrendRadar's latest official documentation](https://github.com/sansan0/TrendRadar?tab=readme-ov-file)**

</details>

<br>

## 📑 Quick Navigation

<div align="center">

| [🚀 Quick Start](#-quick-start) | [🤖 AI Analysis](#-ai-analysis) | [⚙️ Configuration Guide](#configuration-guide) | [📝 Changelog](#-changelog) | [❓ FAQ & Support](#-faq--support) |
|:---:|:---:|:---:|:---:|:---:|
| [🐳 Docker Deployment](#6-docker-deployment) | [🔌 MCP Clients](#-mcp-clients) | [📚 Related Projects](#-related-projects) | [🪄 Sponsors](#-sponsors) | |

</div>

- Thanks to **bug reporters**, your feedback makes this project better 😉
- Thanks to **stargazers**, your stars and forks are the best support for open source 😍
- Thanks to **followers**, your interactions make the content more meaningful 😎

<details>
<summary>👉 Click to view <strong>Acknowledgments</strong> (Current <strong>🔥73🔥</strong> supporters)</summary>

### Infrastructure Support

Thanks to **GitHub** for providing free infrastructure, which is the biggest prerequisite for this project to run conveniently with **one-click fork**.

### Data Support

This project uses the API from [newsnow](https://github.com/ourongxing/newsnow) to fetch multi-platform data. Special thanks to the author for providing this service.

After communication, the author indicated no concerns about server pressure, but this is based on their goodwill and trust. Please everyone:
- **Visit the [newsnow project](https://github.com/ourongxing/newsnow) and give it a star**
- When deploying with Docker, please control the frequency reasonably and avoid being overly greedy

### Promotion Support

> Thanks to the following platforms and individuals for recommendations (in chronological order)

- [Appinn (小众软件)](https://mp.weixin.qq.com/s/fvutkJ_NPUelSW9OGK39aA) - Open source software recommendation platform
- [LinuxDo Community](https://linux.do/) - Tech enthusiasts community
- [Ruan Yifeng's Weekly](https://github.com/ruanyf/weekly) - Influential tech weekly in Chinese tech circle

### Community Support

> Thanks to **financial supporters**. Your generosity has transformed into snacks and drinks beside my keyboard, accompanying every iteration of this project
>
> **"One-yuan appreciation"** has been suspended. If you still want to support the author, please visit the [official account](#-faq--support) article and click "Like Author" at the bottom.

| Supporter | Amount (CNY) | Date | Note |
| :-------: | :----------: | :--: | :--: |
| D*5 | 1.8 * 3 | 2025.11.24 | |
| *鬼 | 1 | 2025.11.17 | |
| *超 | 10 | 2025.11.17 | |
| R*w | 10 | 2025.11.17 | Great agent work! |
| J*o | 1 | 2025.11.17 | Thanks for open source |
| *晨 | 8.88 | 2025.11.16 | Nice project |
| *海 | 1 | 2025.11.15 | |
| *德 | 1.99 | 2025.11.15 | |
| *疏 | 8.8 | 2025.11.14 | Great project |
| M*e | 10 | 2025.11.14 | Open source is not easy |
| **柯 | 1 | 2025.11.14 | |
| *云 | 88 | 2025.11.13 | Good project |
| *W | 6 | 2025.11.13 | |
| *凯 | 1 | 2025.11.13 | |
| 对*. | 1 | 2025.11.13 | Thanks for TrendRadar |
| s*y | 1 | 2025.11.13 | |
| **翔 | 10 | 2025.11.13 | Wish I found it earlier |
| *韦 | 9.9 | 2025.11.13 | TrendRadar is awesome |
| h*p | 5 | 2025.11.12 | Support Chinese open source |
| c*r | 6 | 2025.11.12 | |
| a*n | 5 | 2025.11.12 | |
| 。*c | 1 | 2025.11.12 | Thanks for sharing |
| ... | ... | ... | **(More 50+ supporters)** |

</details>

<br>

## ✨ Core Features

### **Multi-Platform Trending News Aggregation**

- Zhihu (知乎)
- Douyin (抖音)
- Bilibili Hot Search
- Wallstreetcn (华尔街见闻)
- Tieba (贴吧)
- Baidu Hot Search
- Yicai (财联社)
- Thepaper (澎湃新闻)
- Ifeng (凤凰网)
- Toutiao (今日头条)
- Weibo (微博)

Default monitoring of 11 mainstream platforms, with support for adding custom platforms.

> 💡 For detailed configuration, see [Configuration Guide - Platform Configuration](#1-platform-configuration)

### **Smart Push Strategies**

**Three Push Modes**:

| Mode | Target Users | Push Feature |
|------|--------------|--------------|
| **Daily Summary** (daily) | Managers/Regular Users | Push all matched news of the day (includes previously pushed) |
| **Current Rankings** (current) | Content Creators | Push current ranking matches (continuously ranked news appear each time) |
| **Incremental Monitor** (incremental) | Traders/Investors | Push only new content, zero duplication |

> 💡 **Quick Selection Guide:**
> - 🔄 Don't want duplicate news → Use `incremental`
> - 📊 Want complete ranking trends → Use `current`
> - 📝 Need daily summary reports → Use `daily`
>
> For detailed comparison and configuration, see [Configuration Guide - Push Mode Details](#3-push-mode-details)

**Additional Features** (Optional):

| Feature | Description | Default |
|---------|-------------|---------|
| **Push Time Window Control** | Set push time range (e.g., 09:00-18:00) to avoid non-work hours notifications | Disabled |
| **Content Order Configuration** | Adjust display order of "Trending Keywords Stats" and "New Trending News" (v3.5.0 new) | Stats first |

> 💡 For detailed configuration, see [Configuration Guide - Report Configuration](#7-report-configuration) and [Configuration Guide - Push Window](#8-push-window-configuration)

### **Precise Content Filtering**

Set personal keywords (e.g., AI, BYD, Education Policy) to receive only relevant trending news, filtering out noise.

**Basic Syntax** (5 types):
- Normal words: Basic matching
- Required words `+`: Narrow scope
- Filter words `!`: Exclude noise
- Count limit `@`: Control display count (v3.2.0 new)
- Global filter `[GLOBAL_FILTER]`: Globally exclude specified content (v3.5.0 new)

**Advanced Features** (v3.2.0 new):
- 🔢 **Keyword Sorting Control**: Sort by popularity or config order
- 📊 **Display Count Limit**: Global config + individual override for flexible control

**Group-based Management**:
- Separate with blank lines, independent statistics for different topics

> 💡 **Basic Configuration**: [Keyword Configuration - Basic Syntax](#keyword-basic-syntax)
>
> 💡 **Advanced Configuration**: [Keyword Configuration - Advanced Settings](#keyword-advanced-settings)
>
> 💡 You can also skip filtering and receive all trending news (leave frequency_words.txt empty)


### **Trending Analysis**

Real-time tracking of news popularity changes helps you understand not just "what's trending" but "how trends evolve."

- **Timeline Tracking**: Records complete time span from first to last appearance
- **Popularity Changes**: Tracks ranking changes and appearance frequency across time periods
- **New Detection**: Real-time identification of emerging topics, marked with 🆕
- **Continuity Analysis**: Distinguishes between one-time hot topics and continuously developing news
- **Cross-Platform Comparison**: Same news across different platforms, showing media attention differences

> 💡 Push format reference: [Configuration Guide - Push Format Reference](#5-push-format-reference)

### **Personalized Trending Algorithm**

No longer controlled by platform algorithms, TrendRadar reorganizes all trending searches:

- **Prioritize High-Ranking News** (60%): Top-ranked news from each platform appears first
- **Focus on Persistent Topics** (30%): Repeatedly appearing news is more important
- **Consider Ranking Quality** (10%): Not just frequent, but consistently top-ranked

> 💡 Weight adjustment guide: [Configuration Guide - Advanced Configuration](#4-advanced-configuration---hotspot-weight-adjustment)

### **Multi-Channel Real-Time Push**

Supports **WeWork** (+ WeChat push solution), **Feishu**, **DingTalk**, **Telegram**, **Email**, **ntfy**, **Bark**, **Slack** — messages delivered directly to phone and email.

**📌 Multi-Account Push Notes (v3.5.0 New Feature):**

- ✅ **Multi-Account Configuration Support**: All push channels (Feishu, DingTalk, WeWork, Telegram, ntfy, Bark, Slack) support configuring multiple accounts
- ✅ **Configuration Method**: Use English semicolon `;` to separate multiple account values
- ✅ **Example**: Set `FEISHU_WEBHOOK_URL` Secret value to `https://webhook1;https://webhook2`
- ⚠️ **Paired Configuration**: Telegram and ntfy require paired parameter quantities to match (e.g., token and chat_id both have 2 values)
- ⚠️ **Quantity Limit**: Default maximum 3 accounts per channel, exceeded values will be truncated

### **Multi-Platform Support**
- **GitHub Pages**: Auto-generate beautiful web reports, PC/mobile adapted
- **Docker Deployment**: Supports multi-architecture containerized operation
- **Data Persistence**: HTML/TXT multi-format history saving


### **AI Smart Analysis (v3.0.0 New)**

AI conversational analysis system based on MCP (Model Context Protocol), enabling deep data mining with natural language.

- **Conversational Query**: Ask in natural language, like "Query yesterday's Zhihu trending" or "Analyze recent Bitcoin popularity trends"
- **14 Analysis Tools**: Date parsing, basic query, smart search, trend analysis, data insights, sentiment analysis, etc.
- **Multi-Client Support**: Cherry Studio (GUI config), Claude Desktop, Cursor, Cline, etc.
- **Deep Analysis Capabilities**:
  - Topic trend tracking (popularity changes, lifecycle, viral detection, trend prediction)
  - Cross-platform data comparison (activity stats, keyword co-occurrence)
  - Smart summary generation, similar news finding, historical correlation search

> **💡 Usage Tip**: AI features require local news data support
> - Project includes **November 1-15** test data for immediate experience
> - Recommend deploying the project yourself to get more real-time data
>
> See [AI Analysis](#-ai-analysis) for details

### **Zero Technical Barrier Deployment**

One-click GitHub Fork to use, no programming required.

> 30-second deployment: GitHub Pages (web browsing) supports one-click save as image for easy sharing
>
> 1-minute deployment: WeWork (mobile notification)

**💡 Tip:** Want a **real-time updated** web version? After forking, go to your repo Settings → Pages and enable GitHub Pages. [Preview Effect](https://sansan0.github.io/TrendRadar/).

### **Reduce APP Dependencies**

Transform from "algorithm recommendation captivity" to "actively getting the information you want"

**Target Users:** Investors, content creators, PR professionals, news-conscious general users

**Typical Scenarios:** Stock investment monitoring, brand sentiment tracking, industry trend watching, lifestyle news gathering


| Github Pages Effect (Mobile Adapted, Email Push) | Feishu Push Effect |
|:---:|:---:|
| ![Github Pages Effect](_image/github-pages.png) | ![Feishu Push Effect](_image/feishu.jpg) |

<br>

## 📝 Changelog

>**Upgrade Instructions**:
- **📌 Check Latest Updates**: **[Original Repository Changelog](https://github.com/sansan0/TrendRadar?tab=readme-ov-file#-changelog)**
- **Tip**: Do NOT update this project via **Sync fork**. Check [Changelog] to understand specific [Upgrade Methods] and [Features]
- **Minor Version Update**: Upgrading from v2.x to v2.y, replace `main.py` in your forked repo with the latest version
- **Major Version Upgrade**: Upgrading from v1.x to v2.y, recommend deleting existing fork and re-forking to save effort and avoid config conflicts


### 2025/12/03 - v3.5.0

**🎉 Core Feature Enhancements**

1. **Multi-Account Push Support**
   - All push channels (Feishu, DingTalk, WeWork, Telegram, ntfy, Bark, Slack) support multiple account configuration
   - Use semicolon `;` to separate multiple accounts, e.g., `FEISHU_WEBHOOK_URL=url1;url2`
   - Automatic validation for paired configurations (e.g., Telegram's token and chat_id)

2. **Configurable Push Content Order**
   - Added `reverse_content_order` configuration option
   - Customize display order of trending keywords stats and new trending news

3. **Global Filter Keywords**
   - Added `[GLOBAL_FILTER]` region marker for filtering unwanted content globally
   - Use cases: Filter ads, marketing, low-quality content, etc.

**🐳 Docker Dual-Path HTML Generation Optimization**

- **Bug Fix**: Resolved issue where `index.html` could not sync to host in Docker environment
- **Dual-Path Generation**: Daily summary HTML is generated to two locations simultaneously
  - `index.html` (project root): For GitHub Pages access
  - `output/index.html`: Accessible on host via Docker Volume mount
- **Compatibility**: Ensures web reports are accessible in Docker, GitHub Actions, and local environments

**🐳 Docker MCP Image Support**

- Added independent MCP service image `wantcat/trendradar-mcp`
- Supports Docker deployment of AI analysis features via HTTP interface (port 3333)
- Dual-container architecture: News push service and MCP service run independently, can be scaled and restarted separately
- See [Docker Deployment - MCP Service](#6-docker-deployment) for details

**🌐 Web Server Support**

- Added built-in web server for browser access to generated reports
- Control via `manage.py` commands: `docker exec -it trend-radar python manage.py start_webserver`
- Access URL: `http://localhost:8080` (port configurable)
- Security features: Static file service, directory restriction, localhost binding
- Supports both auto-start and manual control modes

**📖 Documentation Optimization**

- Added [Report Configuration](#7-report-configuration) section: report-related parameter details
- Added [Push Window Configuration](#8-push-window-configuration) section: push_window configuration tutorial
- Added [Execution Frequency Configuration](#9-execution-frequency-configuration) section: Cron expression explanation and common examples
- Added [Multi-Account Push Configuration](#10-multiple-account-push-configuration) section: multi-account push configuration details
- Optimized all configuration sections: Unified "Configuration Location" instructions
- Simplified Quick Start configuration: Three core files at a glance
- Optimized [Docker Deployment](#6-docker-deployment) section: Added image description, recommended git clone deployment, reorganized deployment methods

**🔧 Upgrade Instructions**:
- **GitHub Fork Users**: Update `main.py`, `config/config.yaml` (Added multi-account push support, existing single-account configuration unaffected)
- **Docker Users**: Update `.env`, `docker-compose.yml` or set environment variables `REVERSE_CONTENT_ORDER`, `MAX_ACCOUNTS_PER_CHANNEL`
- **Multi-Account Push**: New feature, disabled by default, existing single-account configuration unaffected


### 2025/11/28 - v3.4.1

**🔧 Format Optimization**

1. **Bark Push Enhancement**
   - Bark now supports Markdown rendering
   - Enabled native Markdown format: bold, links, lists, code blocks, etc.
   - Removed plain text conversion to fully utilize Bark's native rendering capabilities

2. **Slack Format Precision**
   - Use dedicated mrkdwn format for batch content processing
   - Improved byte size estimation accuracy (avoid message overflow)
   - Optimized link format: `<url|text>` and bold syntax: `*text*`

3. **Performance Improvement**
   - Format conversion completed during batching process, avoiding secondary processing
   - Accurate message size estimation reduces send failure rate

**🔧 Upgrade Instructions**:
- **GitHub Fork Users**: Update `main.py`，`config.yaml`


### 2025/11/26 - mcp-v1.0.3

  **MCP Module Update:**
  - Added date parsing tool resolve_date_range to resolve AI model date calculation inconsistencies
  - Support natural language date expression parsing (this week, last 7 days, last month, etc.)
  - Tool count increased from 13 to 14


<details>
<summary>👉 Click to expand: <strong>Historical Updates</strong></summary>


### 2025/11/25 - v3.4.0

**🎉 Added Slack Push Support**

1. **Team Collaboration Push Channel**
   - Supports Slack Incoming Webhooks (globally popular team collaboration tool)
   - Centralized message management, suitable for team-shared trending news
   - Supports mrkdwn format (bold, links, etc.)

2. **Multiple Deployment Methods**
   - GitHub Actions: Configure `SLACK_WEBHOOK_URL` Secret
   - Docker: Environment variable `SLACK_WEBHOOK_URL`
   - Local: `config/config.yaml` configuration file


> 📖 **Detailed Configuration Tutorial**: [Quick Start - Slack Push](#-quick-start)

- Optimized the one-click installation experience for setup-windows.bat and setup-windows-en.bat

**🔧 Upgrade Instructions**:
- **GitHub Fork Users**: Update `main.py`, `config/config.yaml`, `.github/workflows/crawler.yml`


### 2025/11/24 - v3.3.0

**🎉 Added Bark Push Support**

1. **iOS Exclusive Push Channel**
   - Supports Bark push (based on APNs, iOS platform)
   - Free, open-source, clean, efficient, ad-free
   - Supports both official server and self-hosted server

2. **Multiple Deployment Methods**
   - GitHub Actions: Configure `BARK_URL` Secret
   - Docker: Environment variable `BARK_URL`
   - Local: `config/config.yaml` configuration file

> 📖 **Detailed Configuration Tutorial**: [Quick Start - Bark Push](#-quick-start)

**🐛 Bug Fix**
- Fixed issue where `ntfy_server_url` in `config.yaml` was ignored ([#345](https://github.com/sansan0/TrendRadar/issues/345))

**🔧 Upgrade Instructions**:
- **GitHub Fork Users**: Update `main.py`, `config/config.yaml`, `.github/workflows/crawler.yml`


### 2025/11/23 - v3.2.0

**🎯 New Advanced Customization Features**

1. **Keyword Sorting Priority Configuration**
   - Two sorting strategies: Popularity first vs Config order first
   - For different use cases: Hot topic tracking or personalized focus

2. **Display Count Precise Control**
   - Global config: Unified limit for all keywords
   - Individual config: Use `@number` syntax to set specific limits
   - Effectively control push length, highlight key content

> 📖 **Detailed Tutorial**: [Keyword Configuration - Advanced Settings](#keyword-advanced-settings)

**🔧 Upgrade Instructions**:
- **GitHub Fork Users**: Update `main.py`, `config/config.yaml`

### 2025/11/22 - v3.1.1

- **Fixed data anomaly crash issue**: Resolved `'float' object has no attribute 'lower'` error encountered by some users in GitHub Actions environment
- Added dual protection mechanism: Filter invalid titles (None, float, empty strings) at data acquisition stage, with type checking at function call sites
- Enhanced system stability to ensure normal operation even when data sources return abnormal formats

**Upgrade Instructions** (GitHub Fork Users):
- Required update: `main.py`
- Recommended: Use minor version upgrade method - copy and replace the file above


### 2025/11/18 - mcp-v1.0.2

  **MCP Module Update:**
  - Fix issue where today's news query may return articles from past dates


### 2025/11/20 - v3.1.0

- **Added Personal WeChat Push Support**: WeWork application can push to personal WeChat without installing WeWork APP
- Supports two message formats: `markdown` (WeWork group bot) and `text` (personal WeChat app)
- Added `WEWORK_MSG_TYPE` environment variable configuration, supporting GitHub Actions, Docker, docker-compose and other deployment methods
- `text` mode automatically strips Markdown syntax for clean plain text push
- See "Personal WeChat Push" configuration in Quick Start

**Upgrade Instructions** (GitHub Fork Users):
- Required updates: `main.py`, `config/config.yaml`
- Optional update: `.github/workflows/crawler.yml` (if using GitHub Actions)
- Recommended: Use minor version upgrade method - copy and replace the files above


### 2025/11/12 - v3.0.5

- Fixed email sending SSL/TLS port configuration logic error
- Optimized email service providers (QQ/163/126) to default use port 465 (SSL)
- **Added Docker environment variable support**: Core config items (`enable_crawler`, `report_mode`, `push_window`, etc.) support override via environment variables, solving config file modification issues for NAS users (see [🐳 Docker Deployment](#-docker-deployment) chapter)


### 2025/10/26 - mcp-v1.0.1

  **MCP Module Update:**
  - Fixed date query parameter passing error
  - Unified time parameter format for all tools


### 2025/10/31 - v3.0.4

- Solved Feishu error due to overly long push content, implemented batch pushing


### 2025/10/23 - v3.0.3

- Expanded ntfy error message display range


### 2025/10/21 - v3.0.2

- Fixed ntfy push encoding issue

### 2025/10/20 - v3.0.0

**Major Update - AI Analysis Feature Launched** 🤖

- **Core Features**:
  - New MCP (Model Context Protocol) based AI analysis server
  - 13 smart analysis tools: basic query, smart search, advanced analysis, system management
  - Natural language interaction: Query and analyze news data through conversation
  - Multi-client support: Claude Desktop, Cherry Studio, Cursor, Cline, etc.

- **Analysis Capabilities**:
  - Topic trend analysis (popularity tracking, lifecycle, viral detection, trend prediction)
  - Data insights (platform comparison, activity stats, keyword co-occurrence)
  - Sentiment analysis, similar news finding, smart summary generation
  - Historical related news search, multi-mode search

- **Update Note**:
  - This is an independent AI analysis feature, does not affect existing push functionality
  - Optional use, no need to upgrade existing deployment


### 2025/10/15 - v2.4.4

- **Updates**:
  - Fixed ntfy push encoding issue + 1
  - Fixed push time window judgment issue

- **Upgrade Note**:
  - Recommended minor version upgrade


### 2025/10/10 - v2.4.3

> Thanks to [nidaye996](https://github.com/sansan0/TrendRadar/issues/98) for discovering the UX issue

- **Updates**:
  - Refactored "Silent Push Mode" naming to "Push Time Window Control", improving feature comprehension
  - Clarified push time window as optional additional feature, can work with three push modes
  - Improved comments and documentation, making feature positioning clearer

- **Upgrade Note**:
  - This is just refactoring, upgrade optional


### 2025/10/8 - v2.4.2

- **Updates**:
  - Fixed ntfy push encoding issue
  - Fixed missing config file issue
  - Optimized ntfy push effect
  - Added GitHub Pages image segmented export feature

- **Upgrade Note**:
  - Recommend major version update


### 2025/10/2 - v2.4.0

**Added ntfy Push Notification**

- **Core Features**:
  - Supports ntfy.sh public service and self-hosted servers

- **Use Cases**:
  - Suitable for privacy-conscious users (supports self-hosting)
  - Cross-platform push (iOS, Android, Desktop, Web)
  - No account registration needed (public servers)
  - Open-source and free (MIT License)

- **Upgrade Note**:
  - Recommend major version update


### 2025/09/26 - v2.3.2

- Fixed email notification config check being missed ([#88](https://github.com/sansan0/TrendRadar/issues/88))

**Fix Description**:
- Solved the issue where system still prompted "No webhook configured" even with correct email notification setup


### 2025/09/22 - v2.3.1

- **Added email push feature**, supports sending trending news reports to email
- **Smart SMTP Recognition**: Auto-detects Gmail, QQ Mail, Outlook, NetEase Mail and 10+ email service providers
- **Beautiful HTML Format**: Email content uses same HTML format as web version, well-formatted, mobile-adapted
- **Batch Sending Support**: Supports multiple recipients, separated by commas
- **Custom SMTP**: Can customize SMTP server and port
- Fixed Docker build network connection issue

**Usage Notes**:
- Use cases: Suitable for users needing email archiving, team sharing, scheduled reports
- Supported emails: Gmail, QQ Mail, Outlook/Hotmail, 163/126 Mail, Sina Mail, Sohu Mail, etc.

**Upgrade Note**:
- This update has many changes, if upgrading, recommend major version upgrade


### 2025/09/17 - v2.2.0

- Added one-click save news as image feature, easily share trending topics you care about

**Usage Notes**:
- Use case: After enabling web version feature (GitHub Pages)
- How to use: Open webpage on phone or PC, click "Save as Image" button at top
- Actual effect: System auto-creates beautiful image of current news report, saves to phone album or desktop
- Sharing convenience: Directly send this image to friends, Moments, or work groups, letting others see your discovered important info


### 2025/09/13 - v2.1.2

- Solved DingTalk push capacity limit causing news push failure (using batch push)


### 2025/09/04 - v2.1.1

- Fixed Docker unable to run properly on certain architectures
- Officially released official Docker image wantcat/trendradar, supports multi-architecture
- Optimized Docker deployment process, can use quickly without local build


### 2025/08/30 - v2.1.0

**Core Improvements**:
- **Push Logic Optimization**: Changed from "push every execution" to "controllable push within time window"
- **Time Window Control**: Can set push time range, avoid non-work hour disturbance
- **Push Frequency Options**: Supports single push or multiple pushes within time window

**Upgrade Note**:
- This feature is disabled by default, need to manually enable push time window control in config.yaml
- Upgrade requires updating both main.py and config.yaml files


### 2025/08/27 - v2.0.4

- This version is not a bug fix, but an important reminder
- Please keep webhooks properly, do not make public, do not make public, do not make public
- If you deployed this project on GitHub via fork, please put webhooks in GitHub Secret, not config.yaml
- If you already exposed webhooks or put them in config.yaml, suggest deleting and regenerating


### 2025/08/06 - v2.0.3

- Optimized GitHub Pages web version effect, convenient for mobile use


### 2025/07/28 - v2.0.2

- Refactored code
- Solved version number easily being missed for modification


### 2025/07/27 - v2.0.1

**Fixed Issues**:

1. Docker shell script line ending as CRLF causing execution exception issue
2. frequency_words.txt being empty causing news sending also empty logic issue
  - After fix, when you choose frequency_words.txt empty, will **push all news**, but limited by message push size, please adjust as follows
    - Option 1: Turn off mobile push, only choose GitHub Pages deployment (this is the way to get most complete info, will re-sort all platform trending by your **custom trending algorithm**)
    - Option 2: Reduce push platforms, prioritize **WeWork** or **Telegram**, these two pushes I made batch push feature (because batch push affects push experience, and only these two platforms give very little push capacity, so had to make batch push feature, but at least can ensure complete info)
    - Option 3: Can combine with Option 2, mode choose current or incremental can effectively reduce one-time push content


### 2025/07/17 - v2.0.0

**Major Refactoring**:
- Config management refactoring: All configs now managed through `config/config.yaml` file (main.py I still didn't split, convenient for you to copy and upgrade)
- Run mode upgrade: Supports three modes - `daily` (daily summary), `current` (current rankings), `incremental` (incremental monitoring)
- Docker support: Complete Docker deployment solution, supports containerized operation

**Config File Description**:
- `config/config.yaml` - Main config file (application settings, crawler config, notification config, platform config, etc.)
- `config/frequency_words.txt` - Keyword config (monitoring vocabulary settings)


### 2025/07/09 - v1.4.1

**New Feature**: Added incremental push (configure FOCUS_NEW_ONLY at top of main.py), this switch only cares about new topics not sustained heat, only sends notification when new content appears.

**Fixed Issue**: Under certain circumstances, some news containing special symbols caused occasional formatting exceptions.


### 2025/06/23 - v1.3.0

WeWork and Telegram push messages have length limits, I adopted splitting messages for pushing. Development docs see [WeWork](https://developer.work.weixin.qq.com/document/path/91770) and [Telegram](https://core.telegram.org/bots/api)


### 2025/06/21 - v1.2.1

Before this version, not only main.py needs copy replacement, crawler.yml also needs you to copy replacement
https://github.com/sansan0/TrendRadar/blob/master/.github/workflows/crawler.yml


### 2025/06/19 - v1.2.0

> Thanks to Claude Research for organizing various platform APIs, helping me quickly complete platform adaptation (although code is more redundant~

1. Supports Telegram, WeWork, DingTalk push channels, supports multi-channel config and simultaneous push


### 2025/06/18 - v1.1.0

> **200 stars⭐** reached, continue celebrating with everyone~

1. Important update, added weight, news you see now is hottest most concerned appearing at top
2. Updated documentation usage, because recently updated many features, and previous usage docs I was lazy wrote simple (see ⚙️ frequency_words.txt complete configuration tutorial below)


### 2025/06/16 - v1.0.0

1. Added project new version update reminder, default on, if want to turn off, can change "FEISHU_SHOW_VERSION_UPDATE": True to False in main.py


### 2025/06/13+14

1. Removed compatibility code, students who forked before, directly copying code will show exception on same day (will recover normal next day)
2. Feishu and html bottom added new news display


### 2025/06/09

**100 stars⭐** reached, writing small feature to celebrate

frequency_words.txt file added **required word** feature, using + sign

1. Required word syntax as follows:
   Tang Monk or Pig must both appear in title, will be included in push news

```
+Tang Monk
+Pig
```

2. Filter word priority higher:
   If title filter word matches Tang Monk reciting sutras, then even if required word has Tang Monk, also not display

```
+Tang Monk
!Tang Monk reciting sutras
```


### 2025/06/02

1. **Webpage** and **Feishu messages** support phone directly jumping to detailed news
2. Optimized display effect + 1


### 2025/05/26

1. Feishu message display effect optimized

</details>

<br>

## 🚀 Quick Start

> **📖 Reminder**: Fork users should first **[check the latest official documentation](https://github.com/sansan0/TrendRadar?tab=readme-ov-file)** to ensure the configuration steps are up to date.

1. **Fork this project** to your GitHub account

   - Click the "Fork" button at the top right of this page

2. **Setup GitHub Secrets (Choose your needed platforms)**:

   In your forked repo, go to `Settings` > `Secrets and variables` > `Actions` > `New repository secret`

   **📌 Important Instructions (Please Read Carefully):**

   - ✅ **One Name for One Secret**: For each configuration item, click the "New repository secret" button once and fill in a pair of "Name" and "Secret"
   - ✅ **Cannot See Value After Saving is Normal**: For security reasons, after saving, you can only see the Name when re-editing, but not the Secret value
   - ⚠️ **DO NOT Create Custom Names**: The Secret Name must **strictly use** the names listed below (e.g., `WEWORK_WEBHOOK_URL`, `FEISHU_WEBHOOK_URL`, etc.). Do not modify or create new names arbitrarily, or the system will not recognize them
   - 💡 **Can Configure Multiple Platforms**: The system will send notifications to all configured platforms

   **📌 Multi-Account Push Notes (v3.5.0 New Feature):**

   - ✅ **Multi-Account Configuration Support**: All push channels (Feishu, DingTalk, WeWork, Telegram, ntfy, Bark, Slack) support configuring multiple accounts
   - ✅ **Configuration Method**: Use English semicolon `;` to separate multiple account values
   - ✅ **Example**: Set `FEISHU_WEBHOOK_URL` Secret value to `https://webhook1;https://webhook2`
   - ⚠️ **Paired Configuration**: Telegram and ntfy require paired parameter quantities to match (e.g., token and chat_id both have 2 values)
   - ⚠️ **Quantity Limit**: Default maximum 3 accounts per channel, exceeded values will be truncated

   **Multi-Account Configuration Examples**:

   | Name | Secret (Value) Example |
   |------|------------------------|
   | `FEISHU_WEBHOOK_URL` | `https://webhook1;https://webhook2;https://webhook3` |
   | `TELEGRAM_BOT_TOKEN` | `token1;token2` |
   | `TELEGRAM_CHAT_ID` | `chatid1;chatid2` |
   | `NTFY_TOPIC` | `topic1;topic2` |
   | `NTFY_TOKEN` | `;token2` (1st has no token, use empty string as placeholder) |

   **Configuration Example:**

   <img src="_image/secrets.png" alt="GitHub Secrets Configuration Example"/>

   As shown above, each row is a configuration item:
   - **Name**: Must use the fixed names listed in the expanded sections below (e.g., `WEWORK_WEBHOOK_URL`)
   - **Secret (Value)**: Fill in the actual content obtained from the corresponding platform (e.g., Webhook URL, Token, etc.)

   <br>


   <details>
   <summary> <strong>👉 Click to expand: WeWork Bot</strong> (Simplest and fastest configuration)</summary>
   <br>

   **GitHub Secret Configuration (⚠️ Name must match exactly):**
   - **Name**: `WEWORK_WEBHOOK_URL` (Please copy and paste this name, do not type manually to avoid typos)
   - **Secret (Value)**: Your WeWork bot Webhook address

   <br>

   **Bot Setup Steps:**

   #### Mobile Setup:
   1. Open WeWork App → Enter target internal group chat
   2. Click "…" button at top right → Select "Message Push"
   3. Click "Add" → Name input "TrendRadar"
   4. Copy Webhook address, click save, paste the copied content into GitHub Secret above

   #### PC Setup Process Similar
   </details>

   <details>
   <summary> <strong>👉 Click to expand: Personal WeChat Push</strong> (Based on WeWork app, push to personal WeChat)</summary>
   <br>

   > This solution is based on WeWork's plugin mechanism. The push style is plain text (no markdown format), but it can push directly to personal WeChat without installing WeWork App.

   **GitHub Secret Configuration (⚠️ Name must match exactly):**
   - **Name**: `WEWORK_WEBHOOK_URL` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Your WeWork app Webhook address

   - **Name**: `WEWORK_MSG_TYPE` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: `text`

   <br>

   **Setup Steps:**

   1. Complete the WeWork bot Webhook setup above
   2. Add `WEWORK_MSG_TYPE` Secret with value `text`
   3. Follow the image below to link personal WeChat
   4. After configuration, WeWork App can be deleted from phone

   <img src="_image/wework.png" title="Personal WeChat Push Configuration"/>

   **Notes**:
   - Uses the same Webhook address as WeWork bot
   - Difference is message format: `text` for plain text, `markdown` for rich text (default)
   - Plain text format will automatically remove all markdown syntax (bold, links, etc.)

   </details>

   <details>
   <summary> <strong>👉 Click to expand: Feishu Bot</strong> (Most user-friendly message display)</summary>
   <br>

   **GitHub Secret Configuration (⚠️ Name must match exactly):**
   - **Name**: `FEISHU_WEBHOOK_URL` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Your Feishu bot Webhook address (link starts with https://www.feishu.cn/flow/api/trigger-webhook/********)
   <br>

   Two methods available, **Method 1** is simpler, **Method 2** is more complex (but stable push)

   Method 1 discovered and suggested by **ziventian**, thanks to them. Default is personal push, group push can be configured via [#97](https://github.com/sansan0/TrendRadar/issues/97)

   **Method 1:**

   > For some users, additional operations needed to avoid "System Error". Need to search for the bot on mobile and enable Feishu bot application (suggestion from community, can refer)

   1. Open in PC browser https://botbuilder.feishu.cn/home/my-command

   2. Click "New Bot Command"

   3. Click "Select Trigger", scroll down, click "Webhook Trigger"

   4. Now you'll see "Webhook Address", copy this link to local notepad temporarily, continue with next steps

   5. In "Parameters" put the following content, then click "Done"

   ```json
   {
     "message_type": "text",
     "content": {
       "total_titles": "{{Content}}",
       "timestamp": "{{Content}}",
       "report_type": "{{Content}}",
       "text": "{{Content}}"
     }
   }
   ```

   6. Click "Select Action" > "Send via Official Bot"

   7. Message title fill "TrendRadar Trending Monitor"

   8. Most critical part, click + button, select "Webhook Trigger", then arrange as shown in image

   ![Feishu Bot Config Example](_image/image.png)

   9. After configuration, put Webhook address from step 4 into GitHub Secrets `FEISHU_WEBHOOK_URL`

   <br>

   **Method 2:**

   1. Open in PC browser https://botbuilder.feishu.cn/home/my-app

   2. Click "New Bot Application"

   3. After entering the created application, click "Process Design" > "Create Process" > "Select Trigger"

   4. Scroll down, click "Webhook Trigger"

   5. Now you'll see "Webhook Address", copy this link to local notepad temporarily, continue with next steps

   6. In "Parameters" put the following content, then click "Done"

   ```json
   {
     "message_type": "text",
     "content": {
       "total_titles": "{{Content}}",
       "timestamp": "{{Content}}",
       "report_type": "{{Content}}",
       "text": "{{Content}}"
     }
   }
   ```

   7. Click "Select Action" > "Send Feishu Message", check "Group Message", then click the input box below, click "Groups I Manage" (if no group, you can create one in Feishu app)

   8. Message title fill "TrendRadar Trending Monitor"

   9. Most critical part, click + button, select "Webhook Trigger", then arrange as shown in image

   ![Feishu Bot Config Example](_image/image.png)

   10. After configuration, put Webhook address from step 5 into GitHub Secrets `FEISHU_WEBHOOK_URL`

   </details>

   <details>
   <summary> <strong>👉 Click to expand: DingTalk Bot</strong></summary>
   <br>

   **GitHub Secret Configuration (⚠️ Name must match exactly):**
   - **Name**: `DINGTALK_WEBHOOK_URL` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Your DingTalk bot Webhook address

   <br>

   **Bot Setup Steps:**

   1. **Create Bot (PC Only)**:
      - Open DingTalk PC client, enter target group chat
      - Click group settings icon (⚙️) → Scroll down to find "Bot" and click
      - Select "Add Bot" → "Custom"

   2. **Configure Bot**:
      - Set bot name
      - **Security Settings**:
        - **Custom Keywords**: Set "Trending" or "热点"

   3. **Complete Setup**:
      - Check service terms agreement → Click "Done"
      - Copy the obtained Webhook URL
      - Put URL into GitHub Secrets `DINGTALK_WEBHOOK_URL`

   **Note**: Mobile can only receive messages, cannot create new bots.
   </details>

   <details>
   <summary> <strong>👉 Click to expand: Telegram Bot</strong></summary>
   <br>

   **GitHub Secret Configuration (⚠️ Name must match exactly):**
   - **Name**: `TELEGRAM_BOT_TOKEN` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Your Telegram Bot Token

   - **Name**: `TELEGRAM_CHAT_ID` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Your Telegram Chat ID

   **Note**: Telegram requires **two** Secrets, please click "New repository secret" button twice to add them separately

   <br>

   **Bot Setup Steps:**

   1. **Create Bot**:
      - Search `@BotFather` in Telegram (note case, has blue verification checkmark, shows ~37849827 monthly users, this is official, beware of fake accounts)
      - Send `/newbot` command to create new bot
      - Set bot name (must end with "bot", easily runs into duplicate names, so think creatively)
      - Get Bot Token (format like: `123456789:AAHfiqksKZ8WmR2zSjiQ7_v4TMAKdiHm9T0`)

   2. **Get Chat ID**:

      **Method 1: Via Official API**
      - First send a message to your bot
      - Visit: `https://api.telegram.org/bot<Your Bot Token>/getUpdates`
      - Find the number in `"chat":{"id":number}` in returned JSON

      **Method 2: Using Third-Party Tool**
      - Search `@userinfobot` and send `/start`
      - Get your user ID as Chat ID

   3. **Configure to GitHub**:
      - `TELEGRAM_BOT_TOKEN`: Fill in Bot Token from step 1
      - `TELEGRAM_CHAT_ID`: Fill in Chat ID from step 2
   </details>

   <details>
   <summary> <strong>👉 Click to expand: Email Push</strong> (Supports all mainstream email providers)</summary>
   <br>

   - Note: To prevent email bulk sending abuse, current bulk sending allows all recipients to see each other's email addresses.
   - If you haven't configured email sending before, not recommended to try

   <br>

   **GitHub Secret Configuration (⚠️ Name must match exactly):**
   - **Name**: `EMAIL_FROM` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Sender email address

   - **Name**: `EMAIL_PASSWORD` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Email password or authorization code

   - **Name**: `EMAIL_TO` (Please copy and paste this name, do not type manually)
   - **Secret (Value)**: Recipient email address (multiple separated by comma, or can be same as EMAIL_FROM to send to yourself)

   - **Name**: `EMAIL_SMTP_SERVER` (Optional, please copy and paste this name)
   - **Secret (Value)**: SMTP server address (leave empty for auto-detection)

   - **Name**: `EMAIL_SMTP_PORT` (Optional, please copy and paste this name)
   - **Secret (Value)**: SMTP port (leave empty for auto-detection)

   **Note**: Email push requires at least **3 required** Secrets (EMAIL_FROM, EMAIL_PASSWORD, EMAIL_TO), the last two are optional

   <br>

   **Supported Email Providers** (Auto-detect SMTP config):

   | Provider | Domain | SMTP Server | Port | Encryption |
   |----------|--------|-------------|------|-----------|
   | **Gmail** | gmail.com | smtp.gmail.com | 587 | TLS |
   | **QQ Mail** | qq.com | smtp.qq.com | 465 | SSL |
   | **Outlook** | outlook.com | smtp-mail.outlook.com | 587 | TLS |
   | **Hotmail** | hotmail.com | smtp-mail.outlook.com | 587 | TLS |
   | **Live** | live.com | smtp-mail.outlook.com | 587 | TLS |
   | **163 Mail** | 163.com | smtp.163.com | 465 | SSL |
   | **126 Mail** | 126.com | smtp.126.com | 465 | SSL |
   | **Sina Mail** | sina.com | smtp.sina.com | 465 | SSL |
   | **Sohu Mail** | sohu.com | smtp.sohu.com | 465 | SSL |
   | **189 Mail** | 189.cn | smtp.189.cn | 465 | SSL |
   | **Aliyun Mail** | aliyun.com | smtp.aliyun.com | 465 | TLS |

   > **Auto-detect**: When using above emails, no need to manually configure `EMAIL_SMTP_SERVER` and `EMAIL_SMTP_PORT`, system auto-detects.
   >
   > **Feedback Notice**:
   > - If you successfully test with **other email providers**, please open an [Issue](https://github.com/sansan0/TrendRadar/issues) to let us know, we'll add to support list
   > - If above email configurations are incorrect or unusable, please also open an [Issue](https://github.com/sansan0/TrendRadar/issues) for feedback to help improve the project
   >
   > **Special Thanks**:
   > - Thanks to [@DYZYD](https://github.com/DYZYD) for contributing 189 Mail (189.cn) configuration and completing self-send-receive testing ([#291](https://github.com/sansan0/TrendRadar/issues/291))
   > - Thanks to [@longzhenren](https://github.com/longzhenren) for contributing Aliyun Mail (aliyun.com) configuration and completing testing ([#344](https://github.com/sansan0/TrendRadar/issues/344))

   **Common Email Settings:**

   #### QQ Mail:
   1. Login QQ Mail web version → Settings → Account
   2. Enable POP3/SMTP service
   3. Generate authorization code (16-letter code)
   4. `EMAIL_PASSWORD` fill authorization code, not QQ password

   #### Gmail:
   1. Enable two-step verification
   2. Generate app-specific password
   3. `EMAIL_PASSWORD` fill app-specific password

   #### 163/126 Mail:
   1. Login web version → Settings → POP3/SMTP/IMAP
   2. Enable SMTP service
   3. Set client authorization code
   4. `EMAIL_PASSWORD` fill authorization code
   <br>

   **Advanced Configuration**:
   If auto-detect fails, manually configure SMTP:
   - `EMAIL_SMTP_SERVER`: Like smtp.gmail.com
   - `EMAIL_SMTP_PORT`: Like 587 (TLS) or 465 (SSL)
   <br>

   **Multiple Recipients (note: English comma separator)**:
   - EMAIL_TO="user1@example.com,user2@example.com,user3@example.com"

   </details>

   <details>
   <summary> <strong>👉 Click to expand: ntfy Push</strong> (Open-source, free, self-hostable)</summary>
   <br>

   **Two Usage Methods:**

   ### Method 1: Free Use (Recommended for Beginners) 🆓

   **Features**:
   - ✅ No account registration, use immediately
   - ✅ 250 messages/day (enough for 90% users)
   - ✅ Topic name is "password" (need to choose hard-to-guess name)
   - ⚠️ Messages unencrypted, not for sensitive info, but suitable for our non-sensitive project info

   **Quick Start:**

   1. **Download ntfy App**:
      - Android: [Google Play](https://play.google.com/store/apps/details?id=io.heckel.ntfy) / [F-Droid](https://f-droid.org/en/packages/io.heckel.ntfy/)
      - iOS: [App Store](https://apps.apple.com/us/app/ntfy/id1625396347)
      - Desktop: Visit [ntfy.sh](https://ntfy.sh)

   2. **Subscribe to Topic** (choose a hard-to-guess name):
      ```
      Suggested format: trendradar-{your initials}-{random numbers}

      Cannot use Chinese

      ✅ Good example: trendradar-zs-8492
      ❌ Bad example: news, alerts (too easy to guess)
      ```

   3. **Configure GitHub Secret (⚠️ Name must match exactly)**:
      - **Name**: `NTFY_TOPIC` (Please copy and paste this name, do not type manually)
      - **Secret (Value)**: Fill in your subscribed topic name

      - **Name**: `NTFY_SERVER_URL` (Optional, please copy and paste this name)
      - **Secret (Value)**: Leave empty (default uses ntfy.sh)

      - **Name**: `NTFY_TOKEN` (Optional, please copy and paste this name)
      - **Secret (Value)**: Leave empty

      **Note**: ntfy requires at least 1 required Secret (NTFY_TOPIC), the last two are optional

   4. **Test**:
      ```bash
      curl -d "Test message" ntfy.sh/your-topic-name
      ```

   ---

   ### Method 2: Self-Hosting (Complete Privacy Control) 🔒

   **Target Users**: Have server, pursue complete privacy, strong technical ability

   **Advantages**:
   - ✅ Completely open-source (Apache 2.0 + GPLv2)
   - ✅ Complete data self-control
   - ✅ No restrictions
   - ✅ Zero cost

   **Docker One-Click Deploy**:
   ```bash
   docker run -d \
     --name ntfy \
     -p 80:80 \
     -v /var/cache/ntfy:/var/cache/ntfy \
     binwiederhier/ntfy \
     serve --cache-file /var/cache/ntfy/cache.db
   ```

   **Configure TrendRadar**:
   ```yaml
   NTFY_SERVER_URL: https://ntfy.yourdomain.com
   NTFY_TOPIC: trendradar-alerts  # Self-hosting can use simple name
   NTFY_TOKEN: tk_your_token  # Optional: Enable access control
   ```

   **Subscribe in App**:
   - Click "Use another server"
   - Enter your server address
   - Enter topic name
   - (Optional) Enter login credentials

   ---

   **FAQ:**

   <details>
   <summary><strong>Q1: Is the free version enough?</strong></summary>

   250 messages/day is enough for most users. With 30-minute crawl intervals, about 48 pushes/day, completely sufficient.
   </details>

   <details>
   <summary><strong>Q2: Is the Topic name really secure?</strong></summary>

   If you choose a random, sufficiently long name (like `trendradar-zs-8492-news`), brute force is nearly impossible:
   - ntfy has strict rate limiting (1 request/second)
   - 64 character choices (A-Z, a-z, 0-9, _, -)
   - 10 random characters have 64^10 possibilities (would take years to crack)
   </details>

   ---

   **Recommended Choice:**

   | User Type | Recommended | Reason |
   |-----------|-------------|--------|
   | Regular Users | Method 1 (Free) | Simple, fast, enough |
   | Technical Users | Method 2 (Self-Host) | Complete control, unlimited |
   | High-Frequency Users | Method 3 (Paid) | Check official website |

   **Related Links:**
   - [ntfy Official Docs](https://docs.ntfy.sh/)
   - [Self-Hosting Tutorial](https://docs.ntfy.sh/install/)
   - [GitHub Repository](https://github.com/binwiederhier/ntfy)

   </details>

   <details>
   <summary>👉 Click to expand: <strong>Bark Push</strong> (iOS exclusive, clean & efficient)</summary>
   <br>

   **GitHub Secret Configuration (⚠️ Name must be exact):**
   - **Name**: `BARK_URL` (copy and paste this name, don't type manually)
   - **Secret**: Your Bark push URL

   <br>

   **Bark Introduction:**

   Bark is a free open-source push tool for iOS platform, featuring simplicity, speed, and no ads.

   **Usage Methods:**

   ### Method 1: Use Official Server (Recommended for beginners) 🆓

   1. **Download Bark App**:
      - iOS: [App Store](https://apps.apple.com/us/app/bark-customed-notifications/id1403753865)

   2. **Get Push URL**:
      - Open Bark App
      - Copy the push URL displayed on the home page (format: `https://api.day.app/your_device_key`)
      - Configure the URL to GitHub Secrets as `BARK_URL`

   ### Method 2: Self-Hosted Server (Complete Privacy Control) 🔒

   **Suitable for**: Users with servers, pursuing complete privacy, strong technical skills

   **Docker One-Click Deployment**:
   ```bash
   docker run -d \
     --name bark-server \
     -p 8080:8080 \
     finab/bark-server
   ```

   **Configure TrendRadar**:
   ```yaml
   BARK_URL: http://your-server-ip:8080/your_device_key
   ```

   ---

   **Notes:**
   - ✅ Bark uses APNs push, max 4KB per message
   - ✅ Supports automatic batch sending, no worry about long messages
   - ✅ Push format is plain text (automatically removes Markdown syntax)
   - ⚠️ Only supports iOS platform

   **Related Links:**
   - [Bark Official Website](https://bark.day.app/)
   - [Bark GitHub Repository](https://github.com/Finb/Bark)
   - [Bark Server Self-Hosting Tutorial](https://github.com/Finb/bark-server)

   </details>

   <details>
   <summary>👉 Click to expand: <strong>Slack Push</strong></summary>
   <br>

   **GitHub Secret Configuration (⚠️ Name must be exact):**
   - **Name**: `SLACK_WEBHOOK_URL` (copy and paste this name, don't type manually)
   - **Secret**: Your Slack Incoming Webhook URL

   <br>

   **Slack Introduction:**

   Slack is a team collaboration tool, Incoming Webhooks can push messages to Slack channels.

   **Setup Steps:**

   ### Step 1: Create Slack App

   1. **Visit Slack API Page**:
      - Open https://api.slack.com/apps?new_app=1
      - Login to your Slack workspace if not logged in

   2. **Choose Creation Method**:
      - Click **"From scratch"**

   3. **Fill in App Information**:
      - **App Name**: Enter app name (e.g., `TrendRadar` or `Hot News Monitor`)
      - **Workspace**: Select your workspace from dropdown
      - Click **"Create App"** button

   ### Step 2: Enable Incoming Webhooks

   1. **Navigate to Incoming Webhooks**:
      - Find and click **"Incoming Webhooks"** in left menu

   2. **Enable Feature**:
      - Find **"Activate Incoming Webhooks"** toggle
      - Switch from `OFF` to `ON`
      - Page will auto-refresh showing new configuration options

   ### Step 3: Generate Webhook URL

   1. **Add New Webhook**:
      - Scroll to page bottom
      - Click **"Add New Webhook to Workspace"** button

   2. **Select Target Channel**:
      - System will show authorization page
      - Select channel to receive messages from dropdown (e.g., `#hot-news`)
      - ⚠️ For private channels, must join the channel first

   3. **Authorize App**:
      - Click **"Allow"** button to complete authorization
      - System will auto-redirect back to config page

   ### Step 4: Copy and Save Webhook URL

   1. **View Generated URL**:
      - In "Webhook URLs for Your Workspace" section
      - You'll see the newly generated Webhook URL
      - Format: `https://hooks.slack.com/services/T00000000/B00000000/XXXXXXXXXXXXXXXXXXXXXXXX`

   2. **Copy URL**:
      - Click **"Copy"** button on the right of URL
      - Or manually select and copy URL

   3. **Configure to TrendRadar**:
      - **GitHub Actions**: Add URL to GitHub Secrets as `SLACK_WEBHOOK_URL`
      - **Local Testing**: Fill URL in `config/config.yaml` `slack_webhook_url` field
      - **Docker Deployment**: Add URL to `docker/.env` file as `SLACK_WEBHOOK_URL` variable

   ---

   **Notes:**
   - ✅ Supports Markdown format (auto-converts to Slack mrkdwn)
   - ✅ Supports automatic batch sending (4KB per batch)
   - ✅ Suitable for team collaboration, centralized message management
   - ⚠️ Webhook URL contains secret key, never make it public

   **Message Format Preview:**
   ```
   *[Batch 1/2]*

   📊 *Trending Topics Statistics*

   🔥 *[1/3] AI ChatGPT* : 2 articles

     1. [Baidu Hot] 🆕 ChatGPT-5 Official Release *[1]* - 09:15 (1 time)

     2. [Toutiao] AI Chip Stocks Surge *[3]* - [08:30 ~ 10:45] (3 times)
   ```

   **Related Links:**
   - [Slack Incoming Webhooks Official Docs](https://api.slack.com/messaging/webhooks)
   - [Slack API App Management](https://api.slack.com/apps)

   </details>

   > **💡 Beginner Quick Start Tip**:
   >
   > For first deployment, suggest completing **GitHub Secrets** configuration first (choose one push platform), then jump to [Step 3] to test push success.
   >
   > **Don't modify** `config/config.yaml` and `frequency_words.txt` temporarily, adjust these configs after push test succeeds as needed.


3. **Manual Test News Push**:

   > 💡 **Complete Step 1-2 first, then test immediately!** Test success first, then adjust configuration (Step 4) as needed.
   >
   > ⚠️ **IMPORTANT: Enter your own forked project, not this project!**

   **How to find your Actions page**:

   - **Method 1**: Open your forked project homepage, click the **Actions** tab at the top
   - **Method 2**: Direct access `https://github.com/YourUsername/TrendRadar/actions`

   **Example comparison**:
   - ❌ Author's project: `https://github.com/sansan0/TrendRadar/actions`
   - ✅ Your project: `https://github.com/YourUsername/TrendRadar/actions`

   **Testing steps**:
   1. Enter your project's Actions page
   2. Find **"Hot News Crawler"** and click in
      - If you don't see this text, refer to [#109](https://github.com/sansan0/TrendRadar/issues/109) to solve
   3. Click **"Run workflow"** button on the right to run
   4. Wait about 1 minute, messages will be pushed to your configured platform

   > ⏱️ **Testing Tips**:
   > - Don't test too frequently to avoid triggering GitHub Actions limits
   > - After clicking Run workflow, you need to **refresh the browser page** to see the new run record

4. **Configuration Notes (Optional)**:

    > 💡 **Default configuration works normally**, only adjust if you need personalization, understand these three files:

    | File | Purpose |
    |------|---------|
    | `config/config.yaml` | Main config file: push mode, time window, platform list, hotspot weights, etc. |
    | `config/frequency_words.txt` | Keyword file: set your interested keywords, filter push content |
    | `.github/workflows/crawler.yml` | Execution frequency: control how often to run (⚠️ modify carefully) |

    👉 **Detailed Configuration Tutorial**: [Configuration Guide](#configuration-guide)

5. **🎉 Deployment Success! Share Your Experience**

   Congratulations on completing TrendRadar configuration! You can now start tracking trending news.

   💬 **Join our community to share your experience~**

   - Want to learn more tips and advanced techniques?
   - Need quick help with issues?
   - Have great ideas to share?

   👉 **Follow our WeChat Official Account「硅基茶水间」(Silicon Tea Room)**, your likes and comments are the driving force for continuous updates!

   For detailed communication methods, please check → [FAQ & Support](#-faq--support)

6. **🤖 Want Smarter Analysis? Try AI-Enhanced Features** (Optional)

   Basic configuration already meets daily needs, but if you want:

   - 📊 Let AI automatically analyze trending topics and data insights
   - 🔍 Search and query news using natural language
   - 💡 Get sentiment analysis, topic prediction, and deep analytics
   - ⚡ Directly access data in AI tools like Claude, Cursor, etc.

   👉 **Learn More**: [AI Analysis](#-ai-analysis) — Unlock hidden capabilities and make trend tracking more efficient!

<br>

<a name="configuration-guide"></a>

## ⚙️ Configuration Guide

> **📖 Reminder**: This chapter provides detailed configuration explanations. Suggest completing [Quick Start](#-quick-start) basic configuration first, then refer to detailed options here as needed.

### 1. Platform Configuration

<details id="custom-monitoring-platforms">
<summary>👉 Click to expand: <strong>Custom Monitoring Platforms</strong></summary>
<br>

**Configuration Location:** `platforms` section in `config/config.yaml`

This project's news data comes from [newsnow](https://github.com/ourongxing/newsnow). You can click the [website](https://newsnow.busiyi.world/), click [More], to see if there are platforms you want.

For specific additions, visit [project source code](https://github.com/ourongxing/newsnow/tree/main/server/sources), based on the file names there, modify the `platforms` configuration in `config/config.yaml` file:

```yaml
platforms:
  - id: "toutiao"
    name: "Toutiao"
  - id: "baidu"
    name: "Baidu Hot Search"
  - id: "wallstreetcn-hot"
    name: "Wallstreetcn"
  # Add more platforms...
```

> 💡 **Shortcut**: If you don't know how to read source code, you can copy from others' organized [Platform Configuration Summary](https://github.com/sansan0/TrendRadar/issues/95)

> ⚠️ **Note**: More platforms is not always better, suggest choosing 10-15 core platforms. Too many platforms will cause information overload and actually reduce user experience.

</details>

### 2. Keyword Configuration

**Configuration Location:** `config/frequency_words.txt`

Configure monitoring keywords in `frequency_words.txt` with five syntax types, region markers, and grouping features.

| Syntax Type | Symbol | Purpose | Example | Matching Logic |
|------------|--------|---------|---------|----------------|
| **Normal** | None | Basic matching | `Huawei` | Match any one |
| **Required** | `+` | Scope limiting | `+phone` | Must include both |
| **Filter** | `!` | Noise exclusion | `!ad` | Exclude if included |
| **Count Limit** | `@` | Control display count | `@10` | Max 10 news (v3.2.0 new) |
| **Global Filter** | `[GLOBAL_FILTER]` | Globally exclude content | See example below | Filter under any circumstances (v3.5.0 new) |

#### 2.1 Basic Syntax

<a name="keyword-basic-syntax"></a>

<details>
<summary>👉 Click to expand: <strong>Basic Syntax Tutorial</strong></summary>
<br>

##### 1. **Normal Keywords** - Basic Matching
```txt
Huawei
OPPO
Apple
```
**Effect:** News containing **any one** of these words will be captured

##### 2. **Required Words** `+word` - Scope Limiting
```txt
Huawei
OPPO
+phone
```
**Effect:** Must include both normal word **and** required word to be captured

##### 3. **Filter Words** `!word` - Noise Exclusion
```txt
Apple
Huawei
!fruit
!price
```
**Effect:** News containing filter words will be **excluded**, even if it contains keywords

##### 4. **Count Limit** `@number` - Control Display Count (v3.2.0 new)
```txt
Tesla
Musk
@5
```
**Effect:** Limit maximum news count for this keyword group

**Priority:** `@number` > Global config > Unlimited

##### 5. **Global Filter** `[GLOBAL_FILTER]` - Globally Exclude Content (v3.5.0 new)
```txt
[GLOBAL_FILTER]
advertisement
promotion
marketing
shocking
clickbait

[WORD_GROUPS]
technology
AI

Huawei
HarmonyOS
!car
```
**Effect:** Filters news containing specified words under **any circumstances**, with **highest priority**

**Use Cases:**
- Filter low-quality content: shocking, clickbait, breaking news, etc.
- Filter marketing content: advertisement, promotion, sponsorship, etc.
- Filter specific topics: entertainment, gossip (based on needs)

**Filter Priority:** Global Filter > Group Filter(`!`) > Group Matching

**Region Markers:**
- `[GLOBAL_FILTER]`: Global filter region, words are filtered under any circumstances
- `[WORD_GROUPS]`: Keyword groups region, maintains existing syntax (`!`, `+`, `@`)
- If no region markers are used, all content is treated as keyword groups (backward compatible)

**Matching Examples:**
```txt
[GLOBAL_FILTER]
advertisement

[WORD_GROUPS]
technology
AI
```
- ❌ "Advertisement: Latest tech product launch" ← Contains global filter word "advertisement", rejected
- ✅ "Tech company launches new AI product" ← No global filter words, matches "technology" group
- ✅ "AI technology breakthrough draws attention" ← No global filter words, matches "AI" in "technology" group

**Important Notes:**
- Use global filter words carefully to avoid over-filtering and missing valuable content
- Recommended to keep global filter words under 5-15
- For group-specific filtering, prioritize using group filter words (`!` prefix)

---

#### 🔗 Group Feature - Importance of Empty Lines

**Core Rule:** Use **empty lines** to separate different groups, each group is independently counted

##### Example Configuration:
```txt
iPhone
Huawei
OPPO
+launch

A-shares
Shanghai Index
Shenzhen Index
+fluctuation
!prediction

World Cup
Euro Cup
Asian Cup
+match
```

##### Group Explanation and Matching Effects:

**Group 1 - Phone Launches:**
- Keywords: iPhone, Huawei, OPPO
- Required: launch
- Effect: Must include phone brand name and "launch"

**Matching Examples:**
- ✅ "iPhone 15 officially launched with pricing" ← Has "iPhone" + "launch"
- ✅ "Huawei Mate60 series launch livestream" ← Has "Huawei" + "launch"
- ✅ "OPPO Find X7 launch date confirmed" ← Has "OPPO" + "launch"
- ❌ "iPhone sales hit record high" ← Has "iPhone" but missing "launch"

**Group 2 - Stock Market:**
- Keywords: A-shares, Shanghai Index, Shenzhen Index
- Required: fluctuation
- Filter: prediction
- Effect: Include stock-related words and "fluctuation", but exclude "prediction"

**Matching Examples:**
- ✅ "A-shares major fluctuation analysis today" ← Has "A-shares" + "fluctuation"
- ✅ "Shanghai Index fluctuation reasons explained" ← Has "Shanghai Index" + "fluctuation"
- ❌ "Experts predict A-shares fluctuation trends" ← Has "A-shares" + "fluctuation" but contains "prediction"
- ❌ "A-shares trading volume hits new high" ← Has "A-shares" but missing "fluctuation"

**Group 3 - Football Events:**
- Keywords: World Cup, Euro Cup, Asian Cup
- Required: match
- Effect: Must include cup name and "match"

**Matching Examples:**
- ✅ "World Cup group stage match results" ← Has "World Cup" + "match"
- ✅ "Euro Cup final match time" ← Has "Euro Cup" + "match"
- ❌ "World Cup tickets on sale" ← Has "World Cup" but missing "match"

#### 🎯 Configuration Tips

##### 1. **From Broad to Strict Strategy**
```txt
# Step 1: Start with broad keywords for testing
Artificial Intelligence
AI
ChatGPT

# Step 2: After finding mismatches, add required words
Artificial Intelligence
AI
ChatGPT
+technology

# Step 3: After finding noise, add filter words
Artificial Intelligence
AI
ChatGPT
+technology
!advertisement
!training
```

##### 2. **Avoid Over-Complexity**
❌ **Not Recommended:** Too many words in one group
```txt
Huawei
OPPO
Apple
Samsung
vivo
OnePlus
Meizu
+phone
+launch
+sales
!fake
!repair
!second-hand
```

**Recommended:** Split into precise groups
```txt
Huawei
OPPO
+new product

Apple
Samsung
+launch

phone
sales
+market
```

</details>

#### 2.2 Advanced Settings (v3.2.0 new)

<a name="keyword-advanced-settings"></a>

<details>
<summary>👉 Click to expand: <strong>Advanced Settings Tutorial</strong></summary>
<br>

##### Keyword Sorting Priority

**Config Location:** `config/config.yaml`

```yaml
report:
  sort_by_position_first: false  # Sorting priority config
```

| Value | Sorting Rule | Use Case |
|-------|-------------|----------|
| `false` (default) | News count ↓ → Config position ↑ | Focus on popularity trends |
| `true` | Config position ↑ → News count ↓ | Focus on personal priority |

**Example:** Config order A, B, C, news count A(3), B(10), C(5)
- `false`: B(10) → C(5) → A(3)
- `true`: A(3) → B(10) → C(5)

##### Global Display Count Limit

```yaml
report:
  max_news_per_keyword: 10  # Max 10 per keyword (0=unlimited)
```

**Docker Environment Variables:**
```bash
SORT_BY_POSITION_FIRST=true
MAX_NEWS_PER_KEYWORD=10
```

**Combined Example:**
```yaml
# config.yaml
report:
  sort_by_position_first: true   # Config order priority
  max_news_per_keyword: 10       # Global default max 10 per keyword
```

```txt
# frequency_words.txt
Tesla
Musk
@20              # Key focus, show 20 (override global)

Huawei           # Use global config, show 10

BYD
@5               # Limit to 5
```

**Final Effect:** Display in config order: Tesla(20) → Huawei(10) → BYD(5)

</details>

### 3. Push Mode Details

<details>
<summary>👉 Click to expand: <strong>Three Push Modes Detailed Comparison</strong></summary>
<br>

**Configuration Location:** `report.mode` in `config/config.yaml`

```yaml
report:
  mode: "daily"  # Options: "daily" | "incremental" | "current"
```

**Docker Environment Variable:** `REPORT_MODE=incremental`

#### Detailed Comparison Table

| Mode | Target Users | Push Timing | Display Content | Typical Use Case |
|------|----------|----------|----------|--------------|
| **Daily Summary**<br/>`daily` | 📋 Managers/Regular Users | Scheduled push (default hourly) | All matched news of the day<br/>+ New news section | **Example**: Check all important news of the day at 6 PM<br/>**Feature**: See full-day trend, don't miss any hot topic<br/>**Note**: Will include previously pushed news |
| **Current Rankings**<br/>`current` | 📰 Content Creators | Scheduled push (default hourly) | Current ranking matches<br/>+ New news section | **Example**: Track "which topics are hottest now" hourly<br/>**Feature**: Real-time understanding of current popularity ranking changes<br/>**Note**: Continuously ranked news appear each time |
| **Incremental Monitor**<br/>`incremental` | 📈 Traders/Investors | Push only when new | Newly appeared frequency word matches | **Example**: Monitor "Tesla", only notify when new news appears<br/>**Feature**: Zero duplication, only see first-time news<br/>**Suitable for**: High-frequency monitoring, avoid information disturbance |

#### Actual Push Effect Example

Assume you monitor "Apple" keyword, execute once per hour:

| Time | daily Mode Push | current Mode Push | incremental Mode Push |
|-----|--------------|----------------|-------------------|
| 10:00 | News A, News B | News A, News B | News A, News B |
| 11:00 | News A, News B, News C | News B, News C, News D | **Only** News C |
| 12:00 | News A, News B, News C | News C, News D, News E | **Only** News D, News E |

**Explanation**:
- `daily`: Cumulative display of all news of the day (A, B, C all retained)
- `current`: Display current ranking news (ranking changed, News D on list, News A off list)
- `incremental`: **Only push newly appeared news** (avoid duplicate disturbance)

#### Common Questions

> **💡 Encountered this problem?** 👉 "Execute once per hour, news output in first execution still appears in next hour execution"
> - **Reason**: You might have selected `daily` (Daily Summary) or `current` (Current Rankings) mode
> - **Solution**: Change to `incremental` (Incremental Monitor) mode, only push new content

#### ⚠️ Incremental Mode Important Notice

> **Users who selected `incremental` (Incremental Monitor) mode, please note:**
>
> 📌 **Incremental mode only pushes when there are new matching news**
>
> **If you haven't received push notifications for a long time, it may be because:**
> 1. No new hot topics matching your keywords in current time period
> 2. Keyword configuration is too strict or too broad
> 3. Too few monitoring platforms
>
> **Solutions:**
> - Solution 1: 👉 [Optimize Keyword Configuration](#2-keyword-configuration) - Adjust keyword precision, add or modify monitoring keywords
> - Solution 2: Switch push mode - Change to `current` or `daily` mode for scheduled push notifications
> - Solution 3: 👉 [Add More Platforms](#1-platform-configuration) - Add more news platforms to expand information sources

</details>

### 4. Advanced Configuration - Hotspot Weight Adjustment

<details>
<summary>👉 Click to expand: <strong>Hotspot Weight Adjustment</strong></summary>
<br>

**Configuration Location:** `weight` section in `config/config.yaml`

```yaml
weight:
  rank_weight: 0.6       # Ranking weight
  frequency_weight: 0.3  # Frequency weight
  hotness_weight: 0.1    # Hotness weight
```

Current default configuration is balanced.

#### Two Core Scenarios

**Real-Time Trending Type**:
```yaml
weight:
  rank_weight: 0.8    # Mainly focus on ranking
  frequency_weight: 0.1  # Less concern about continuity
  hotness_weight: 0.1
```
**Target Users**: Content creators, marketers, users wanting to quickly understand current hot topics

**In-Depth Topic Type**:
```yaml
weight:
  rank_weight: 0.4    # Moderate ranking focus
  frequency_weight: 0.5  # Emphasize sustained heat within the day
  hotness_weight: 0.1
```
**Target Users**: Investors, researchers, journalists, users needing deep trend analysis

#### Adjustment Method
1. **Three numbers must sum to 1.0**
2. **Increase what's important**: Increase rank_weight for rankings, frequency_weight for continuity
3. **Suggest adjusting 0.1-0.2 at a time**, observe effects

Core idea: Users pursuing speed and timeliness increase ranking weight, users pursuing depth and stability increase frequency weight.

</details>

### 5. Push Format Reference

<details>
<summary>👉 Click to expand: <strong>Push Format Explanation</strong></summary>
<br>

#### Push Example

📊 Trending Keywords Stats

🔥 [1/3] AI ChatGPT : 2 items

  1. [Baidu Hot] 🆕 ChatGPT-5 officially launched [**1**] - 09:15 (1 time)

  2. [Toutiao] AI chip concept stocks surge [**3**] - [08:30 ~ 10:45] (3 times)

━━━━━━━━━━━━━━━━━━━

📈 [2/3] BYD Tesla : 2 items

  1. [Weibo] 🆕 BYD monthly sales break record [**2**] - 10:20 (1 time)

  2. [Douyin] Tesla price reduction promotion [**4**] - [07:45 ~ 09:15] (2 times)

━━━━━━━━━━━━━━━━━━━

📌 [3/3] A-shares Stock Market : 1 item

  1. [Wallstreetcn] A-shares midday review [**5**] - [11:30 ~ 12:00] (2 times)

🆕 New Trending News (Total 2 items)

**Baidu Hot** (1 item):
  1. ChatGPT-5 officially launched [**1**]

**Weibo** (1 item):
  1. BYD monthly sales break record [**2**]

Updated: 2025-01-15 12:30:15

#### Message Format Explanation

| Format Element | Example | Meaning | Description |
| ------------- | ------- | -------- | ----------- |
| 🔥📈📌 | 🔥 [1/3] AI ChatGPT | Popularity Level | 🔥 High (≥10) 📈 Medium (5-9) 📌 Normal (<5) |
| [Number/Total] | [1/3] | Rank Position | Current group rank among all matches |
| Keyword Group | AI ChatGPT | Keyword Group | Group from config, title must contain words |
| : N items | : 2 items | Match Count | Total news matching this group |
| [Platform] | [Baidu Hot] | Source Platform | Platform name of the news |
| 🆕 | 🆕 ChatGPT-5 officially launched | New Mark | First appearance in this round |
| [**number**] | [**1**] | High Rank | Rank ≤ threshold, bold red display |
| [number] | [7] | Normal Rank | Rank > threshold, normal display |
| - time | - 09:15 | First Time | Time when news was first discovered |
| [time~time] | [08:30 ~ 10:45] | Duration | Time range from first to last appearance |
| (N times) | (3 times) | Frequency | Total appearances during monitoring |
| **New Section** | 🆕 **New Trending News** | New Topic Summary | Separately shows newly appeared topics |

</details>


### 6. Docker Deployment

<details>
<summary>👉 Click to expand: <strong>Complete Docker Deployment Guide</strong></summary>
<br>

**Image Description:**

TrendRadar provides two independent Docker images, deploy according to your needs:

| Image Name | Purpose | Description |
|---------|------|------|
| `wantcat/trendradar` | News Push Service | Scheduled news crawling, push notifications (Required) |
| `wantcat/trendradar-mcp` | AI Analysis Service | MCP protocol support, AI dialogue analysis (Optional) |

> 💡 **Recommendations**:
> - Only need push functionality: Deploy `wantcat/trendradar` image only
> - Need AI analysis: Deploy both images

---

#### Method 1: Using docker-compose (Recommended)

1. **Create Project Directory and Config**:

   **Method 1-A: Using git clone (Recommended, Simplest)**
   ```bash
   # Clone project to local
   git clone https://github.com/sansan0/TrendRadar.git
   cd TrendRadar
   ```

   **Method 1-B: Using wget to download config files**
   ```bash
   # Create directory structure
   mkdir -p trendradar/{config,docker}
   cd trendradar

   # Download config file templates
   wget https://raw.githubusercontent.com/sansan0/TrendRadar/master/config/config.yaml -P config/
   wget https://raw.githubusercontent.com/sansan0/TrendRadar/master/config/frequency_words.txt -P config/

   # Download docker-compose config
   wget https://raw.githubusercontent.com/sansan0/TrendRadar/master/docker/.env -P docker/
   wget https://raw.githubusercontent.com/sansan0/TrendRadar/master/docker/docker-compose.yml -P docker/
   ```

   > 💡 **Note**: Key directory structure required for Docker deployment:
```
current directory/
├── config/
│   ├── config.yaml
│   └── frequency_words.txt
└── docker/
    ├── .env
    └── docker-compose.yml
```

2. **Config File Description**:
   - `config/config.yaml` - Application main config (report mode, push settings, etc.)
   - `config/frequency_words.txt` - Keyword config (set your interested trending keywords)
   - `.env` - Environment variable config (webhook URLs and scheduled tasks)

   **⚙️ Environment Variable Override Mechanism (v3.0.5+)**

   If you encounter **config.yaml modifications not taking effect** in NAS or other Docker environments, you can directly override configs via environment variables:

   | Environment Variable | Corresponding Config | Example Value | Description |
   |---------------------|---------------------|---------------|-------------|
   | `ENABLE_CRAWLER` | `crawler.enable_crawler` | `true` / `false` | Enable crawler |
   | `ENABLE_NOTIFICATION` | `notification.enable_notification` | `true` / `false` | Enable notification |
   | `REPORT_MODE` | `report.mode` | `daily` / `incremental` / `current`| Report mode |
   | `MAX_ACCOUNTS_PER_CHANNEL` | `notification.max_accounts_per_channel` | `3` | Maximum accounts per channel |
   | `PUSH_WINDOW_ENABLED` | `notification.push_window.enabled` | `true` / `false` | Push time window switch |
   | `PUSH_WINDOW_START` | `notification.push_window.time_range.start` | `08:00` | Push start time |
   | `PUSH_WINDOW_END` | `notification.push_window.time_range.end` | `22:00` | Push end time |
   | `ENABLE_WEBSERVER` | - | `true` / `false` | Auto-start web server |
   | `WEBSERVER_PORT` | - | `8080` | Web server port (default 8080) |
   | `FEISHU_WEBHOOK_URL` | `notification.webhooks.feishu_url` | `https://...` | Feishu Webhook (supports multi-account, use `;` separator) |

   **Config Priority**: Environment Variables > config.yaml

   **Usage Method**:
   - Modify `.env` file, uncomment and fill in needed configs
   - Or add directly in NAS/Synology Docker management interface's "Environment Variables"
   - Restart container to take effect: `docker-compose up -d`


3. **Start Service**:

   **Option A: Start All Services (Push + AI Analysis)**
   ```bash
   # Pull latest images
   docker-compose pull

   # Start all services (trend-radar + trend-radar-mcp)
   docker-compose up -d
   ```

   **Option B: Start News Push Service Only**
   ```bash
   # Start trend-radar only (scheduled crawling and push)
   docker-compose pull trend-radar
   docker-compose up -d trend-radar
   ```

   **Option C: Start MCP AI Analysis Service Only**
   ```bash
   # Start trend-radar-mcp only (AI analysis interface)
   docker-compose pull trend-radar-mcp
   docker-compose up -d trend-radar-mcp
   ```

   > 💡 **Tips**:
   > - Most users only need to start `trend-radar` for news push functionality
   > - Only start `trend-radar-mcp` when using Claude/ChatGPT for AI dialogue analysis
   > - Both services are independent and can be flexibly combined

4. **Check Running Status**:
   ```bash
   # View news push service logs
   docker logs -f trend-radar

   # View MCP AI analysis service logs
   docker logs -f trend-radar-mcp

   # View all container status
   docker ps | grep trend-radar

   # Stop specific service
   docker-compose stop trend-radar      # Stop push service
   docker-compose stop trend-radar-mcp  # Stop MCP service
   ```

#### Method 2: Local Build (Developer Option)

If you need custom code modifications or build your own image:

```bash
# Clone project
git clone https://github.com/sansan0/TrendRadar.git
cd TrendRadar

# Modify config files
vim config/config.yaml
vim config/frequency_words.txt

# Use build version docker-compose
cd docker
cp docker-compose-build.yml docker-compose.yml
```

**Build and Start Services**:

```bash
# Option A: Build and start all services
docker-compose build
docker-compose up -d

# Option B: Build and start news push service only
docker-compose build trend-radar
docker-compose up -d trend-radar

# Option C: Build and start MCP AI analysis service only
docker-compose build trend-radar-mcp
docker-compose up -d trend-radar-mcp
```

> 💡 **Architecture Parameter Notes**:
> - Default builds `amd64` architecture images (suitable for most x86_64 servers)
> - To build `arm64` architecture (Apple Silicon, Raspberry Pi, etc.), set environment variable:
>   ```bash
>   export DOCKER_ARCH=arm64
>   docker-compose build
>   ```

#### Image Update

```bash
# Method 1: Manual update (Crawler + MCP images)
docker pull wantcat/trendradar:latest
docker pull wantcat/trendradar-mcp:latest
docker-compose down
docker-compose up -d

# Method 2: Using docker-compose update
docker-compose pull
docker-compose up -d
```

**Available Images**:

| Image Name | Purpose | Description |
|---------|------|---------|
| `wantcat/trendradar` | News Push Service | Scheduled news crawling, push notifications |
| `wantcat/trendradar-mcp` | MCP Service | AI analysis features (optional) |

#### Service Management Commands

```bash
# View running status
docker exec -it trend-radar python manage.py status

# Manually execute crawler once
docker exec -it trend-radar python manage.py run

# View real-time logs
docker exec -it trend-radar python manage.py logs

# Display current config
docker exec -it trend-radar python manage.py config

# Display output files
docker exec -it trend-radar python manage.py files

# Web server management (for browser access to generated reports)
docker exec -it trend-radar python manage.py start_webserver   # Start web server
docker exec -it trend-radar python manage.py stop_webserver    # Stop web server
docker exec -it trend-radar python manage.py webserver_status  # Check web server status

# View help info
docker exec -it trend-radar python manage.py help

# Restart container
docker restart trend-radar

# Stop container
docker stop trend-radar

# Remove container (keep data)
docker rm trend-radar
```

> 💡 **Web Server Notes**:
> - After starting, access latest report at `http://localhost:8080`
> - Access historical reports via directory navigation (e.g., `http://localhost:8080/2025年xx月xx日/`)
> - Port can be configured in `.env` file with `WEBSERVER_PORT` parameter
> - Auto-start: Set `ENABLE_WEBSERVER=true` in `.env`
> - Security: Static files only, limited to output directory, localhost binding only

#### Data Persistence

Generated reports and data are saved in `./output` directory by default. Data persists even if container is restarted or removed.

**📊 Web Report Access Paths**:

TrendRadar generates daily summary HTML reports to two locations simultaneously:

| File Location | Access Method | Use Case |
|--------------|---------------|----------|
| `output/index.html` | Direct host access | **Docker Deployment** (via Volume mount, visible on host) |
| `index.html` | Root directory access | **GitHub Pages** (repository root, auto-detected by Pages) |
| `output/YYYY年MM月DD日/html/当日汇总.html` | Historical reports | All environments (archived by date) |

**Local Access Examples**:
```bash
# Method 1: Via Web Server (recommended, Docker environment)
# 1. Start web server
docker exec -it trend-radar python manage.py start_webserver
# 2. Access in browser
http://localhost:8080                           # Access latest report (default index.html)
http://localhost:8080/2025年xx月xx日/            # Access reports for specific date
http://localhost:8080/2025年xx月xx日/html/       # Browse all HTML files for that date

# Method 2: Direct file access (local environment)
open ./output/index.html             # macOS
start ./output/index.html            # Windows
xdg-open ./output/index.html         # Linux

# Method 3: Access historical archives
open ./output/2025年xx月xx日/html/当日汇总.html
```

**Why two index.html files?**
- `output/index.html`: Docker Volume mounted to host, can be opened locally
- `index.html`: Pushed to repository by GitHub Actions, auto-deployed by GitHub Pages

> 💡 **Tip**: Both files have identical content, choose either one to access.

#### Troubleshooting

```bash
# Check container status
docker inspect trend-radar

# View container logs
docker logs --tail 100 trend-radar

# Enter container for debugging
docker exec -it trend-radar /bin/bash

# Verify config files
docker exec -it trend-radar ls -la /app/config/
```

#### MCP Service Deployment (AI Analysis Feature)

If you need to use AI analysis features, you can deploy the standalone MCP service container.

**Architecture Description**:

```mermaid
flowchart TB
    subgraph trend-radar["trend-radar"]
        A1[Scheduled News Fetching]
        A2[Push Notifications]
    end
    
    subgraph trend-radar-mcp["trend-radar-mcp"]
        B1[127.0.0.1:3333]
        B2[AI Analysis API]
    end
    
    subgraph shared["Shared Volume"]
        C1["config/ (ro)"]
        C2["output/ (ro)"]
    end
    
    trend-radar --> shared
    trend-radar-mcp --> shared
```

**Quick Start**:

Use docker-compose to start both news push and MCP services:

```bash
# Download latest docker-compose.yml (includes MCP service config)
wget https://raw.githubusercontent.com/sansan0/TrendRadar/master/docker/docker-compose.yml

# Start all services
docker-compose up -d

# Check running status
docker ps | grep trend-radar
```

**Start MCP Service Separately**:

```bash
docker run -d --name trend-radar-mcp \
  -p 127.0.0.1:3333:3333 \
  -v ./config:/app/config:ro \
  -v ./output:/app/output:ro \
  -e TZ=Asia/Shanghai \
  wantcat/trendradar-mcp:latest
```

**Verify Service**:

```bash
# Check if MCP service is running properly
curl http://127.0.0.1:3333/mcp

# View MCP service logs
docker logs -f trend-radar-mcp
```

**Configure in AI Clients**:

After MCP service starts, configure in Claude Desktop, Cherry Studio, Cursor, etc.:

```json
{
  "mcpServers": {
    "trendradar": {
      "url": "http://127.0.0.1:3333/mcp",
      "description": "TrendRadar News Trending Analysis"
    }
  }
}
```

> 💡 **Tip**: MCP service only listens on local port (127.0.0.1) for security. For remote access, configure reverse proxy and authentication yourself.

</details>

### 7. Report Configuration

<details>
<summary>👉 Click to expand: <strong>Report-Related Parameter Configuration</strong></summary>
<br>

**Configuration Location:** `report` section in `config/config.yaml`

```yaml
report:
  mode: "daily"                    # Push mode
  rank_threshold: 5                # Ranking highlight threshold
  sort_by_position_first: false    # Sorting priority
  max_news_per_keyword: 0          # Maximum display count per keyword
  reverse_content_order: false     # Content order configuration
```

#### Configuration Details

| Config Item | Type | Default | Description |
|------------|------|---------|-------------|
| `mode` | string | `daily` | Push mode, options: `daily`/`incremental`/`current`, see [Push Mode Details](#3-push-mode-details) |
| `rank_threshold` | int | `5` | Ranking highlight threshold, news with rank ≤ this value will be displayed in bold |
| `sort_by_position_first` | bool | `false` | Sorting priority: `false`=sort by news count, `true`=sort by config position |
| `max_news_per_keyword` | int | `0` | Maximum display count per keyword, `0`=unlimited |
| `reverse_content_order` | bool | `false` | Content order: `false`=trending keywords stats first, `true`=new trending news first |

#### Content Order Configuration (v3.5.0 New)

Controls display order of two content sections in push messages and HTML reports:

| Config Value | Display Order |
|-------------|--------------|
| `false` (default) | ① Trending Keywords Stats → ② New Trending News |
| `true` | ① New Trending News → ② Trending Keywords Stats |

**Use Cases:**
- `false` (default): Suitable for users focusing on keyword match results, view categorized stats first
- `true`: Suitable for users focusing on latest updates, prioritize viewing new trending topics

**Docker Environment Variable:**
```bash
REVERSE_CONTENT_ORDER=true
```

#### Sorting Priority Configuration

**Example Scenario:** Config order A, B, C, news count A(3), B(10), C(5)

| Config Value | Display Order | Use Case |
|-------------|--------------|----------|
| `false` (default) | B(10) → C(5) → A(3) | Focus on popularity trends |
| `true` | A(3) → B(10) → C(5) | Focus on personal priority |

**Docker Environment Variables:**
```bash
SORT_BY_POSITION_FIRST=true
MAX_NEWS_PER_KEYWORD=10
```

</details>

### 8. Push Window Configuration

<details>
<summary>👉 Click to expand: <strong>Push Time Window Control Details</strong></summary>
<br>

**Configuration Location:** `notification.push_window` section in `config/config.yaml`

```yaml
notification:
  push_window:
    enabled: false                    # Whether to enable
    time_range:
      start: "20:00"                  # Start time (Beijing time)
      end: "22:00"                    # End time (Beijing time)
    once_per_day: true                # Push only once per day
    push_record_retention_days: 7     # Push record retention days
```

#### Configuration Details

| Config Item | Type | Default | Description |
|------------|------|---------|-------------|
| `enabled` | bool | `false` | Whether to enable push time window control |
| `time_range.start` | string | `"20:00"` | Push window start time (Beijing time, HH:MM format) |
| `time_range.end` | string | `"22:00"` | Push window end time (Beijing time, HH:MM format) |
| `once_per_day` | bool | `true` | `true`=push only once per day within window, `false`=push every execution within window |
| `push_record_retention_days` | int | `7` | Push record retention days (used to determine if already pushed) |

#### Use Cases

| Scenario | Configuration Example |
|----------|---------------------|
| **Working Hours Push** | `start: "09:00"`, `end: "18:00"`, `once_per_day: false` |
| **Evening Summary Push** | `start: "20:00"`, `end: "22:00"`, `once_per_day: true` |
| **Lunch Break Push** | `start: "12:00"`, `end: "13:00"`, `once_per_day: true` |

#### Important Notice

> ⚠️ **GitHub Actions Users Note:**
> - GitHub Actions execution time is unstable, may have ±15 minutes deviation
> - Time range should be at least **2 hours** wide
> - For precise timed push, recommend **Docker deployment** on personal server

#### Docker Environment Variables

```bash
PUSH_WINDOW_ENABLED=true
PUSH_WINDOW_START=09:00
PUSH_WINDOW_END=18:00
PUSH_WINDOW_ONCE_PER_DAY=false
PUSH_WINDOW_RETENTION_DAYS=7
```

#### Complete Configuration Examples

**Scenario: Push once between 8-10 PM daily**

```yaml
notification:
  push_window:
    enabled: true
    time_range:
      start: "20:00"
      end: "22:00"
    once_per_day: true
    push_record_retention_days: 7
```

**Scenario: Push every hour during working hours**

```yaml
notification:
  push_window:
    enabled: true
    time_range:
      start: "09:00"
      end: "18:00"
    once_per_day: false
    push_record_retention_days: 7
```

</details>

### 9. Execution Frequency Configuration

<details>
<summary>👉 Click to expand: <strong>Automatic Execution Frequency Settings</strong></summary>
<br>

**Configuration Location:** `schedule` section in `.github/workflows/crawler.yml`

```yaml
on:
  schedule:
    - cron: "0 * * * *"  # Run every hour
```

#### What is a Cron Expression?

Cron is a time-based job scheduler format, consisting of 5 parts: `minute hour day month weekday`

```
┌───────────── minute (0-59)
│ ┌───────────── hour (0-23)
│ │ ┌───────────── day (1-31)
│ │ │ ┌───────────── month (1-12)
│ │ │ │ ┌───────────── weekday (0-6, 0=Sunday)
│ │ │ │ │
* * * * *
```

#### Common Configuration Examples

| Desired Effect | Cron Expression | Description |
|---------------|----------------|-------------|
| Every hour | `0 * * * *` | Run at minute 0 of every hour (default) |
| Every 30 minutes | `*/30 * * * *` | Run every 30 minutes |
| Daily at 8 AM | `0 0 * * *` | UTC 0:00 = Beijing 8:00 AM |
| Working hours | `*/30 0-14 * * *` | Beijing 8:00-22:00, every 30 minutes |
| 3 times daily | `0 0,6,12 * * *` | Beijing 8:00, 14:00, 20:00 |

#### Important Notes

> ⚠️ **Time Zone Note**: GitHub Actions uses **UTC time**, Beijing time needs to **subtract 8 hours**
> - Want Beijing 8:00 AM run → Set UTC 0:00
> - Want Beijing 8:00 PM run → Set UTC 12:00

> ⚠️ **Frequency Limit**: GitHub has a limit on Actions execution count per account
> - **Recommendation**: Don't set intervals shorter than 30 minutes
> - **Reason**: Too frequent may be considered abuse, facing account ban risk
> - **Reality**: GitHub Actions execution time has inherent deviation, setting too precise is meaningless

#### Modification Method

1. Open your forked repository
2. Find `.github/workflows/crawler.yml` file
3. Click edit (pencil icon)
4. Modify the expression in `cron: "0 * * * *"`
5. Click "Commit changes" to save

</details>

### 10. Multiple Account Push Configuration

<details>
<summary>👉 Click to expand: <strong>Multiple Account Push Configuration Guide</strong></summary>
<br>

**Configuration Location:** `notification` section in `config/config.yaml`

> ### ⚠️ **Security Warning**
> **GitHub Fork Users: DO NOT configure push information in `config.yaml`!**
>
> - **Risk**: `config.yaml` will be committed to public Git repositories. Configuring push information (Webhook URLs, Tokens, etc.) will expose sensitive data
> - **Recommended Methods**:
>   - **GitHub Actions Users** → Use GitHub Secrets environment variables
>   - **Docker Users** → Use [`.env` file configuration](#6-docker-deployment) (`.env` is in `.gitignore` and won't be committed)
> - **Local Development Users**: Can configure in `config.yaml` (ensure it won't be pushed to public repositories)

#### Supported Channels

| Channel | Configuration Item | Pairing Required | Description |
|---------|-------------------|-----------------|-------------|
| **Feishu** | `feishu_url` | No | Multiple webhook URLs |
| **DingTalk** | `dingtalk_url` | No | Multiple webhook URLs |
| **WeWork** | `wework_url` | No | Multiple webhook URLs |
| **Telegram** | `telegram_bot_token` + `telegram_chat_id` | ✅ Yes | Token and chat_id quantities must match |
| **ntfy** | `ntfy_topic` + `ntfy_token` | ✅ Yes | Topic and token quantities must match (token optional) |
| **Bark** | `bark_url` | No | Multiple push URLs |
| **Slack** | `slack_webhook_url` | No | Multiple webhook URLs |
| **Email** | `email_to` | - | Already supports multiple recipients (comma-separated), no modification needed |

#### Recommended Method 1: GitHub Actions Environment Variables

**Configuration Location**: GitHub Repo → Settings → Secrets and variables → Actions → Repository secrets

**Basic Configuration Example**:
```bash
# Multi-account quantity limit
MAX_ACCOUNTS_PER_CHANNEL=3

# Feishu multi-account (3 groups)
FEISHU_WEBHOOK_URL=https://hook1.feishu.cn/xxx;https://hook2.feishu.cn/yyy;https://hook3.feishu.cn/zzz

# DingTalk multi-account (2 groups)
DINGTALK_WEBHOOK_URL=https://oapi.dingtalk.com/xxx;https://oapi.dingtalk.com/yyy

# WeWork multi-account (2 groups)
WEWORK_WEBHOOK_URL=https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=xxx;https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=yyy

# Bark multi-account (2 devices)
BARK_URL=https://api.day.app/key1;https://api.day.app/key2

# Slack multi-account (2 channels)
SLACK_WEBHOOK_URL=https://hooks.slack.com/xxx;https://hooks.slack.com/yyy
```

**Paired Configuration Examples (Telegram and ntfy)**:

<details>
<summary><strong>Telegram Paired Configuration</strong></summary>

```bash
# ✅ Correct: 2 tokens correspond to 2 chat_ids
TELEGRAM_BOT_TOKEN=123456:AAA-BBB;789012:CCC-DDD
TELEGRAM_CHAT_ID=-100111;-100222

# ❌ Incorrect: quantities don't match, push will be skipped
TELEGRAM_BOT_TOKEN=token1;token2;token3
TELEGRAM_CHAT_ID=id1;id2
```

**Note**: The quantities of `token` and `chat_id` must match exactly, otherwise the channel push will be skipped.

</details>

<details>
<summary><strong>ntfy Paired Configuration</strong></summary>

```bash
# ✅ Correct: 3 topics, only the 2nd needs a token
NTFY_TOPIC=topic1;topic2;topic3
NTFY_TOKEN=;token_for_topic2;

# ✅ Correct: 2 topics both need tokens
NTFY_TOPIC=topic1;topic2
NTFY_TOKEN=token1;token2

# ❌ Incorrect: topic and token quantities don't match
NTFY_TOPIC=topic1;topic2
NTFY_TOKEN=token1;token2;token3
```

**Notes**:
- If a topic doesn't need a token, leave it empty at the corresponding position (between two semicolons)
- The quantities of `topic` and `token` must match

</details>

---

#### Recommended Method 2: Docker Environment Variables (.env)

**Configuration Location**: `docker/.env` file in project root directory

**Basic Configuration Example**:
```bash
# Multi-account quantity limit
MAX_ACCOUNTS_PER_CHANNEL=3

# Feishu multi-account (3 groups)
FEISHU_WEBHOOK_URL=https://hook1.feishu.cn/xxx;https://hook2.feishu.cn/yyy;https://hook3.feishu.cn/zzz

# DingTalk multi-account (2 groups)
DINGTALK_WEBHOOK_URL=https://oapi.dingtalk.com/xxx;https://oapi.dingtalk.com/yyy

# WeWork multi-account (2 groups)
WEWORK_WEBHOOK_URL=https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=xxx;https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=yyy

# Bark multi-account (2 devices)
BARK_URL=https://api.day.app/key1;https://api.day.app/key2

# Slack multi-account (2 channels)
SLACK_WEBHOOK_URL=https://hooks.slack.com/xxx;https://hooks.slack.com/yyy
```

**Paired Configuration Examples (Telegram and ntfy)**:

<details>
<summary><strong>Telegram Paired Configuration</strong></summary>

```bash
# ✅ Correct: 2 tokens correspond to 2 chat_ids
TELEGRAM_BOT_TOKEN=123456:AAA-BBB;789012:CCC-DDD
TELEGRAM_CHAT_ID=-100111;-100222

# ❌ Incorrect: quantities don't match, push will be skipped
TELEGRAM_BOT_TOKEN=token1;token2;token3
TELEGRAM_CHAT_ID=id1;id2
```

**Note**: The quantities of `token` and `chat_id` must match exactly, otherwise the channel push will be skipped.

</details>

<details>
<summary><strong>ntfy Paired Configuration</strong></summary>

```bash
# ✅ Correct: 3 topics, only the 2nd needs a token
NTFY_TOPIC=topic1;topic2;topic3
NTFY_TOKEN=;token_for_topic2;

# ✅ Correct: 2 topics both need tokens
NTFY_TOPIC=topic1;topic2
NTFY_TOKEN=token1;token2

# ❌ Incorrect: topic and token quantities don't match
NTFY_TOPIC=topic1;topic2
NTFY_TOKEN=token1;token2;token3
```

**Notes**:
- If a topic doesn't need a token, leave it empty at the corresponding position (between two semicolons)
- The quantities of `topic` and `token` must match

</details>

---

#### Push Behavior Description

1. **Independent Push**: Each account sends independently, one failure doesn't affect other accounts
2. **Partial Success**: As long as one account sends successfully, the overall result is considered successful
3. **Log Differentiation**: Multi-account logs show "Account 1", "Account 2", etc.
4. **Batch Interval**: Multi-account increases total send time (each account independently calculates batch interval)

---

#### FAQ

<details>
<summary><strong>Q1: What happens if more than 3 accounts are configured?</strong></summary>
<br>

The system will automatically truncate to the configured maximum quantity and output warning logs. You can adjust the limit via `max_accounts_per_channel`.

**⚠️ Special Note for GitHub Actions Users**:
- **Not recommended to configure too many accounts** (suggest no more than 3), which may cause:
  - **Trigger GitHub Actions rate limits**: Frequent network requests may be identified as abnormal behavior
  - **Affect Workflow execution time**: Multi-account pushing will extend runtime and may exceed free quotas
  - **Potential account risks**: Excessive use of GitHub Actions resources may affect account status
- **Recommended Practices**:
  - Use `max_accounts_per_channel: 3` or lower values
  - Adjust Cron execution frequency (e.g., change from hourly to every 2-3 hours)
  - Prioritize the most important push channels and avoid configuring too many accounts

</details>

<details>
<summary><strong>Q2: Will multi-accounts affect push speed?</strong></summary>
<br>

Yes. Each account sends independently, total time = number of accounts × single account send time. Recommend controlling the number of accounts.

</details>

<details>
<summary><strong>Q3: How can local development users configure in config.yaml?</strong></summary>
<br>

If you are doing local development and **will not push code to public repositories**, you can configure directly in `config/config.yaml`:

```yaml
notification:
  enable_notification: true
  max_accounts_per_channel: 3

  webhooks:
    feishu_url: "https://hook1.feishu.cn/xxx;https://hook2.feishu.cn/yyy"
    telegram_bot_token: "token1;token2"
    telegram_chat_id: "id1;id2"
```

**⚠️ Important Reminder**:
- Ensure `config/config.yaml` is in `.gitignore` (if you will commit code)
- Or only use in local development environment, **never commit to public repositories**

</details>

</details>

<br>

## 🤖 AI Analysis

TrendRadar v3.0.0 added **MCP (Model Context Protocol)** based AI analysis feature, allowing natural language conversations with news data for deep analysis.


### ⚠️ Important Notice Before Use


**Critical: AI features require local news data support**

AI analysis **does not** query real-time online data directly, but analyzes **locally accumulated news data** (stored in the `output` folder)


#### Usage Instructions:

1. **Built-in Test Data**: The `output` directory includes news data from **November 1-15, 2025** by default for quick feature testing

2. **Query Limitations**:
   - ✅ Only query data within available date range (Nov 1-15)
   - ❌ Cannot query real-time news or future dates

3. **Getting Latest Data**:
   - Test data is for quick experience only, **recommend deploying the project yourself** to get real-time data
   - Follow [Quick Start](#-quick-start) to deploy and run the project
   - After accumulating news data for at least 1 day, you can query the latest trending topics

---

### 1. Quick Deployment

Cherry Studio provides GUI config interface, 5-minute quick deployment, complex parts are one-click install.

**Illustrated Deployment Tutorial**: Now updated to my WeChat Official Account (see [FAQ & Support](#-faq--support)), reply "mcp" to get

**Detailed Deployment Tutorial**: [README-Cherry-Studio.md](README-Cherry-Studio.md)

**Deployment Mode Description**:
- **STDIO Mode (Recommended)**: One-time configuration, no need to reconfigure later. The **illustrated deployment tutorial** only demonstrates this mode's configuration.
- **HTTP Mode (Alternative)**: If STDIO mode configuration encounters issues, you can use HTTP mode. This mode's configuration is basically the same as STDIO, but only requires copy-pasting one line, less error-prone. The only thing to note is that you need to manually start the service before each use. For details, refer to the HTTP mode section at the bottom of [README-Cherry-Studio.md](README-Cherry-Studio.md).

### 2. Learning to Talk with AI

**Detailed Conversation Tutorial**: [README-MCP-FAQ.md](README-MCP-FAQ.md)

**Question Effect**:

<details>
<summary>👉 Click to expand: <strong>View AI Conversation Example</strong></summary>
<br>

> 💡 **Tip**: Actually not recommended to ask multiple questions at once. If your chosen AI model cannot even sequentially call as shown below, suggest switching models.

<img src="/_image/ai3.png" alt="MCP usage effect" width="600">

</details>

<br>

## 🔌 MCP Clients

TrendRadar MCP service supports standard Model Context Protocol (MCP), can connect to various AI clients supporting MCP for smart analysis.

### Supported Clients

**Note**:
- Replace `/path/to/TrendRadar` with your actual project path
- Windows paths use double backslashes: `C:\\Users\\YourName\\TrendRadar`
- Remember to restart after saving

<details>
<summary><b>👉 Click to expand: Claude Desktop</b></summary>

#### Config File Method

Edit Claude Desktop's MCP config file:

**Windows**:
`%APPDATA%\Claude\claude_desktop_config.json`

**Mac**:
`~/Library/Application Support/Claude/claude_desktop_config.json`

**Config Content**:
```json
{
  "mcpServers": {
    "trendradar": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/TrendRadar",
        "run",
        "python",
        "-m",
        "mcp_server.server"
      ],
      "env": {},
      "disabled": false,
      "alwaysAllow": []
    }
  }
}
```

</details>

<details>
<summary><b>👉 Click to expand: Cursor</b></summary>

#### Method 1: HTTP Mode

1. **Start HTTP Service**:
   ```bash
   # Windows
   start-http.bat

   # Mac/Linux
   ./start-http.sh
   ```

2. **Configure Cursor**:

   **Project Level Config** (Recommended):
   Create `.cursor/mcp.json` in project root:
   ```json
   {
     "mcpServers": {
       "trendradar": {
         "url": "http://localhost:3333/mcp",
         "description": "TrendRadar News Trending Aggregation Analysis"
       }
     }
   }
   ```

   **Global Config**:
   Create `~/.cursor/mcp.json` in user directory (same content)

3. **Usage Steps**:
   - Restart Cursor after saving config
   - Check connected tools in chat interface "Available Tools"
   - Start using: `Search today's "AI" related news`

#### Method 2: STDIO Mode (Recommended)

Create `.cursor/mcp.json`:
```json
{
  "mcpServers": {
    "trendradar": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/TrendRadar",
        "run",
        "python",
        "-m",
        "mcp_server.server"
      ]
    }
  }
}
```

</details>

<details>
<summary><b>👉 Click to expand: VSCode (Cline/Continue)</b></summary>

#### Cline Configuration

Add in Cline's MCP settings:

**HTTP Mode**:
```json
{
  "trendradar": {
    "url": "http://localhost:3333/mcp",
    "type": "streamableHttp",
    "autoApprove": [],
    "disabled": false
  }
}
```

**STDIO Mode** (Recommended):
```json
{
  "trendradar": {
    "command": "uv",
    "args": [
      "--directory",
      "/path/to/TrendRadar",
      "run",
      "python",
      "-m",
      "mcp_server.server"
    ],
    "type": "stdio",
    "disabled": false
  }
}
```

#### Continue Configuration

Edit `~/.continue/config.json`:
```json
{
  "experimental": {
    "modelContextProtocolServers": [
      {
        "transport": {
          "type": "stdio",
          "command": "uv",
          "args": [
            "--directory",
            "/path/to/TrendRadar",
            "run",
            "python",
            "-m",
            "mcp_server.server"
          ]
        }
      }
    ]
  }
}
```

**Usage Examples**:
```
Analyze recent 7 days "Tesla" popularity trend
Generate today's trending summary report
Search "Bitcoin" related news and analyze sentiment
```

</details>

<details>
<summary><b>👉 Click to expand: Claude Code CLI</b></summary>

#### HTTP Mode Configuration

```bash
# 1. Start HTTP service
# Windows: start-http.bat
# Mac/Linux: ./start-http.sh

# 2. Add MCP server
claude mcp add --transport http trendradar http://localhost:3333/mcp

# 3. Verify connection (ensure service started)
claude mcp list
```

#### Usage Examples

```bash
# Query news
claude "Search today's Zhihu trending news, top 10"

# Trend analysis
claude "Analyze 'artificial intelligence' topic popularity trend for the past week"

# Data comparison
claude "Compare Zhihu and Weibo platform attention on 'Bitcoin'"
```

</details>

<details>
<summary><b>👉 Click to expand: MCP Inspector</b> (Debug Tool)</summary>
<br>

MCP Inspector is the official debug tool for testing MCP connections:

#### Usage Steps

1. **Start TrendRadar HTTP Service**:
   ```bash
   # Windows
   start-http.bat

   # Mac/Linux
   ./start-http.sh
   ```

2. **Start MCP Inspector**:
   ```bash
   npx @modelcontextprotocol/inspector
   ```

3. **Connect in Browser**:
   - Visit: `http://localhost:3333/mcp`
   - Test "Ping Server" function to verify connection
   - Check "List Tools" returns 14 tools:
     - Date Parsing: resolve_date_range
     - Basic Query: get_latest_news, get_news_by_date, get_trending_topics
     - Smart Search: search_news, search_related_news_history
     - Advanced Analysis: analyze_topic_trend, analyze_data_insights, analyze_sentiment, find_similar_news, generate_summary_report
     - System Management: get_current_config, get_system_status, trigger_crawl

</details>

<details>
<summary><b>👉 Click to expand: Other MCP-Compatible Clients</b></summary>
<br>

Any client supporting Model Context Protocol can connect to TrendRadar:

#### HTTP Mode

**Service Address**: `http://localhost:3333/mcp`

**Basic Config Template**:
```json
{
  "name": "trendradar",
  "url": "http://localhost:3333/mcp",
  "type": "http",
  "description": "News Trending Aggregation Analysis"
}
```

#### STDIO Mode (Recommended)

**Basic Config Template**:
```json
{
  "name": "trendradar",
  "command": "uv",
  "args": [
    "--directory",
    "/path/to/TrendRadar",
    "run",
    "python",
    "-m",
    "mcp_server.server"
  ],
  "type": "stdio"
}
```

**Notes**:
- Replace `/path/to/TrendRadar` with actual project path
- Windows paths use backslash escape: `C:\\Users\\...`
- Ensure project dependencies installed (ran setup script)

</details>

<br>

## ☕ FAQ & Support

> If you want to support this project, you can search **Tencent Charity** on WeChat and donate to **Education Support Programs** as you wish
>
> Thanks to those who participated in the **one-yuan donation**! You are listed in the **Acknowledgments** at the top. Your support gives more motivation to open source maintenance. Personal donation QR code has been removed.

- **GitHub Issues**: Suitable for targeted answers. Please provide complete info when asking (screenshots, error logs, system environment, etc.)
- **WeChat Official Account**: Suitable for quick consultation. Suggest priority to communicate in public comment area of related articles. If private message, please use polite language 😉
- 💡 Deployment successful? Come to our official account to share your experience! Your likes and suggestions are the driving force for continuous updates~


<div align="center">

| WeChat Official Account |
|:---:|
| <img src="_image/weixin.png" width="400" title="Silicon Tea Room"/> |

</div>

<br>

---

## 🪄 Sponsors

### 🤖 302.AI - Enterprise AI Resource Platform

> **302.AI** is a pay-as-you-go enterprise-level AI resource platform
> Providing the latest and most comprehensive **AI models** and **APIs** on the market, plus various ready-to-use online AI applications

<div align="center">

[![Register & Claim](https://img.shields.io/badge/Register_302.AI-Claim_$1_Credit-8B5CF6?style=for-the-badge&logo=openai&logoColor=white)](https://share.302.ai/mEOUzG)
<a href="https://share.302.ai/mEOUzG" target="_blank">
  <img src="_image/banner-302ai-en.jpg" alt="302.AI" width="700"/>
</a>
</div>


<details id="sponsor-tutorial">
<summary><b>👉 Click to expand: 302.AI Usage Tutorial</b></summary>


### Step 1: Get API Key

1. After registration, go to [Management Dashboard](https://302.ai/dashboard/overview) at top right
2. Click [API Keys](https://302.ai/apis/list) on the left
3. Find default API KEY at page bottom, **click eye icon to view**, then copy
   (⚠️ Note: Don't click the copy button on the far right)


### Step 2: Configure in Cherry Studio

1. Open Cherry Studio, go to settings
2. Select **"302.AI"** as model provider
3. Paste the API Key you just copied
4. Click **Manage**, now you can use all supported AI models

**Tip:** Cherry Studio has natively integrated 302.AI, you can see the complete model list after configuration.


**Q: How long does $1 free credit last?**
A: Depends on usage frequency and model selection, can run multiple test sessions.

**Q: What after free credit runs out?**
A: You can top up as needed, pay-as-you-go. Major AI model prices are now relatively affordable.

</details>


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>
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>
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<div align="center">

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<a href="https://shandianshuo.cn" target="_blank">
  <img src="_image/banner-shandianshuo.png" alt="FlashSpeak" width="700"/>
</a>
</div>



---


### Common Questions

<details>
<summary><b>👉 Click to expand: Q1: HTTP Service Cannot Start?</b></summary>
<br>

**Check Steps**:
1. Confirm port 3333 is not occupied:
   ```bash
   # Windows
   netstat -ano | findstr :3333

   # Mac/Linux
   lsof -i :3333
   ```

2. Check if project dependencies installed:
   ```bash
   # Re-run install script
   # Windows: setup-windows.bat or setup-windows-en.bat
   # Mac/Linux: ./setup-mac.sh
   ```

3. View detailed error logs:
   ```bash
   uv run python -m mcp_server.server --transport http --port 3333
   ```
4. Try custom port:
   ```bash
   uv run python -m mcp_server.server --transport http --port 33333
   ```

</details>

<details>
<summary><b>👉 Click to expand: Q2: Client Cannot Connect to MCP Service?</b></summary>
<br>

**Solutions**:

1. **STDIO Mode**:
   - Confirm UV path correct (run `which uv` or `where uv`)
   - Confirm project path correct and no Chinese characters
   - Check client error logs

2. **HTTP Mode**:
   - Confirm service started (visit `http://localhost:3333/mcp`)
   - Check firewall settings
   - Try using 127.0.0.1 instead of localhost

3. **General Checks**:
   - Restart client application
   - Check MCP service logs
   - Use MCP Inspector to test connection

</details>

<details>
<summary><b>👉 Click to expand: Q3: Tool Call Failed or Returns Error?</b></summary>
<br>

**Possible Reasons**:

1. **Data Does Not Exist**:
   - Confirm crawler has run (have output directory data)
   - Check query date range has data
   - Check available dates in output directory

2. **Parameter Error**:
   - Check date format: `YYYY-MM-DD`
   - Confirm correct platform ID: `zhihu`, `weibo`, etc.
   - See parameter descriptions in tool docs

3. **Config Issues**:
   - Confirm `config/config.yaml` exists
   - Confirm `config/frequency_words.txt` exists
   - Check config file format is correct

</details>

<br>

## 📚 Related Projects

> **4 Related Articles** (Chinese):

- [Comment here for mobile Q&A by project author](https://mp.weixin.qq.com/s/KYEPfTPVzZNWFclZh4am_g)
- [Breaking 1000 stars in 2 months - My GitHub project promotion experience](https://mp.weixin.qq.com/s/jzn0vLiQFX408opcfpPPxQ)
- [Important notes for running this project via GitHub fork](https://mp.weixin.qq.com/s/C8evK-U7onG1sTTdwdW2zg)
- [How to write WeChat Official Account or news articles based on this project](https://mp.weixin.qq.com/s/8ghyfDAtQZjLrnWTQabYOQ)

> **AI Development**:
- If you have niche requirements, you can develop based on my project yourself, even with zero programming experience
- All my open-source projects use my own **AI-assisted software** to improve development efficiency, this tool is now open-source
- **Core Function**: Quickly filter project code to feed AI, you just need to add personal requirements
- **Project Address**: https://github.com/sansan0/ai-code-context-helper

### Other Projects

> 📍 Chairman Mao's Footprint Map - Interactive dynamic display of complete trajectory 1893-1976. Welcome comrades to contribute data

- https://github.com/sansan0/mao-map

> Bilibili Comment Data Visualization Analysis Software

- https://github.com/sansan0/bilibili-comment-analyzer


### Project Workflow Diagram

```mermaid
flowchart TD
    A[👤 User Start] --> B{🚀 Choose Deployment}

    B -->|Cloud Deployment| C1[🍴 Fork to GitHub]
    B -->|Local Deployment| C2[🐳 Docker Deploy]

    C1 --> D[⚙️ Configure Notification<br/>Multiple channels supported]
    C2 --> D

    D --> E[Choose method:<br/>📱WeWork 💬Feishu 🔔DingTalk<br/>📟Telegram 📧Email]

    E --> F[🔑 Fill notification params<br/>GitHub Secrets or Env Vars]

    F --> G[📝 Configure keywords<br/>config/frequency_words.txt<br/>Normal/Required+/Filter!]

    G --> H[🎯 Choose mode<br/>config/config.yaml]

    H --> H1[📋 daily - Daily summary<br/>Scheduled push all matches]
    H --> H2[📰 current - Current rankings<br/>Scheduled push latest]
    H --> H3[📈 incremental - Incremental<br/>Push only new content]

    H1 --> I[Optional: Push time window<br/>⏰ Limit push time range]
    H2 --> I
    H3 --> I

    I --> J[✅ Config Complete]

    J --> K[🤖 Auto Run]

    K --> L[🕷️ Crawl 11+ platforms]
    L --> M[🔍 Keyword filtering]
    M --> N[⚖️ Weight sorting<br/>Rank 60% + Freq 30% + Hot 10%]
    N --> O[📊 Generate reports<br/>HTML + Push messages]
    O --> P[📱 Multi-channel push]

    P --> Q[🎉 Receive precise push<br/>Say goodbye to info overload]

    style A fill:#e3f2fd
    style B fill:#f3e5f5
    style D fill:#fff3e0
    style F fill:#fff9c4
    style G fill:#e8f5e9
    style H fill:#e0f2f1
    style I fill:#fce4ec
    style O fill:#e1bee7
    style Q fill:#c8e6c9
```

[![Star History Chart](https://api.star-history.com/svg?repos=sansan0/TrendRadar&type=Date)](https://www.star-history.com/#sansan0/TrendRadar&Date)

<br>

## 📄 License

GPL-3.0 License

---

<div align="center">

[🔝 Back to Top](#trendradar)

</div>
