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## 🔥 隆重介绍 V0.3.6 版本
## 🔥 测试脚本与测试报告发布
v0.3.6版本已经发布,新增使用视觉大模型作为主模型,大幅提升页面获取能力。
我们在四个现实案例任务以及共计十个真实网页 sample 中横向测试并比较了由 siliconflow 提供的deepseekV2.5、Qwen2.5-32B-Instruct、Qwen2.5-14B-Instruct、Qwen2.5-coder-7B-Instruct 模型的表现情况,
测试结果请参考 [report](./test/reports/wiseflow_report_20241223_bigbrother666/README.md)
使用视觉大模型通过分析页面截屏信息提取效果 vs 使用文本大模型通过分析页面文本信息提取效果:
同时我们也将测试脚本进行开源欢迎大家踊跃提交更多测试结果wiseflow 是一个开源项目,希望通过大家共同的贡献,打造“人人可用的信息爬取工具”!
![image](https://github.com/user-attachments/assets/f6fec29f-2b4b-40f8-8676-8433abb086a7)
具体请参考 [test/README.md](./test/README.md)
同时本版本改进了 pocketbase 的前期下载以及用户名密码配置方案,感谢 @ourines 贡献了 install_pocketbase.sh 脚本。
现阶段,**提交测试结果等同于提交项目代码**同样会被接纳为contributor甚至受邀参加商业化项目
另外我们改进了 pocketbase 的下载以及用户名密码配置方案,感谢 @ourines 贡献了 install_pocketbase.sh 脚本。
(docker运行方案被暂时移除了感觉大家用起来也不是很方便……)
- 更多细节,参考 [CHANGELOG](CHANGELOG.md)
🌟 **V0.3.6 版本预告**
🌟 **V0.3.x 版本介绍**
V0.3.6 版本计划于2024年12月30日前发布该版本是 v0.3.5 的性能优化版本,信息抽取质量将有质的提升,同时还会引入视觉大模型,在网页信息不足时提取页面图片信息作为补充。
在充分听取社区反馈意见基础之上,我们重新提炼了 wiseflow 的产品定位新定位更加聚焦自V0.3.5版本开始 wiseflow 使用全新的架构,并引入 [Crawlee](https://github.com/apify/crawlee-python) 作为基础爬虫和任务管理框架大幅提升页面获取能力。后续我们会持续提升wiseflow 的页面获取能力,大家碰到不能很好获取的页面,欢迎在 [issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136) 中进行反馈;
另外 V0.3.5开始wiseflow 采用全新的信息提取策略——“爬查一体”,放弃文章详细提取,爬取过程中即使用 llm 直接提取用户感兴趣的信息infos同时自动判断值得跟进爬取的链接**你关注的才是你需要的**
**V0.3.x 后续计划**
**V0.3.x 计划**
- 尝试支持微信公众号免wxbot订阅V0.3.7
- 引入对 RSS 信息源的支持V0.3.8;~
- 引入对 RSS 信息源的支持V0.3.8;
- 尝试引入 LLM 驱动的轻量级知识图谱,帮助用户从 infos 中建立洞察V0.3.9)。
自V0.3.5版本开始 wiseflow 使用全新的架构,并引入 [Crawlee](https://github.com/apify/crawlee-python) 作为基础爬虫和任务管理框架大幅提升页面获取能力。后续我们会持续提升wiseflow 的页面获取能力,大家碰到不能很好获取的页面,欢迎在 [issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136) 中进行反馈。
## ✋ wiseflow 与传统的爬虫工具、AI搜索、知识库RAG项目有何不同
wiseflow自2024年6月底发布 V0.3.0版本来受到了开源社区的广泛关注,甚至吸引了不少自媒体的主动报道,在此首先表示感谢!
@ -73,34 +74,57 @@ wiseflow 0.3.x版本使用 pocketbase 作为数据库,你当然也可以手动
### 3. 继续配置 core/.env 文件
🌟 **这里与之前版本不同**V0.3.5开始需要把 .env 放置在 core文件夹中。
🌟 **这里与之前版本不同**V0.3.5开始需要把 .env 放置在 [core](./core) 文件夹中。
另外 V0.3.5 起env 配置也大幅简化了,必须的配置项目只有三项,具体如下:
#### 3.1 大模型相关配置
- LLM_API_KEY=""
wiseflow 是 LLM 原生应用,请务必保证为程序提供稳定的 LLM 服务。
大模型服务key这是必须的
🌟 **wiseflow 并不限定模型服务提供来源,只要服务兼容 openAI SDK 即可,包括本地部署的 ollama、Xinference 等服务**
- LLM_API_BASE="https://api.siliconflow.cn/v1"
#### 推荐1使用硅基流动siliconflow提供的 MaaS 服务
服务接口地址,任何支持 openai sdk 的服务商都可以如果直接使用openai 的服务,这一项也可以不填
siliconflow硅基流动提供大部分主流开源模型的在线 MaaS 服务,凭借着自身的加速推理技术积累,其服务速度和价格方面都有很大优势。使用 siliconflow 的服务时,.env的配置可以参考如下
- PB_API_AUTH="test@example.com|1234567890"
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://api.siliconflow.cn/v1"
export PRIMARY_MODEL="Qwen/Qwen2.5-32B-Instruct"
export SECONDARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
export VL_MODEL="OpenGVLab/InternVL2-26B"
```
😄 如果您愿意,可以使用我的[siliconflow邀请链接](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92)这样我也可以获得更多token奖励 🌹
pocketbase 数据库的 superuser 用户名和密码,记得用 | 分隔 (如果 install_pocketbase.sh 脚本执行成功,这一项应该已经存在了)
#### 推荐2使用 AiHubMix 代理的openai、claude、gemini 等海外闭源商业模型服务
如果您的信源多为非中文页面,且也不要求提取出的 info 为中文,那么更推荐您使用 openai、claude、gemini 等海外闭源商业模型。您可以尝试第三方代理 **AiHubMix**,支持国内网络环境直连、支付宝便捷支付,免去封号风险。
使用 AiHubMix 的模型时,.env的配置可以参考如下
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://aihubmix.com/v1" # 具体参考 https://doc.aihubmix.com/
export PRIMARY_MODEL="gpt-4o"
export SECONDARY_MODEL="gpt-4o-mini"
export VL_MODEL="gpt-4o"
```
😄 欢迎使用 [AiHubMix邀请链接](https://aihubmix.com?aff=Gp54) 注册 🌹
#### 3.2 pocketbase 账号密码配置
```bash
export PB_API_AUTH="test@example.com|1234567890"
```
这里pocketbase 数据库的 superuser 用户名和密码,记得用 | 分隔 (如果 install_pocketbase.sh 脚本执行成功,这一项应该已经存在了)
#### 3.3 其他可选配置
下面的都是可选配置:
- #VERBOSE="true"
是否开启观测模式,开启的话,不仅会把 debug log信息记录在 logger 文件上(默认仅输出在 console 上),同时会开启 playwright 的浏览器窗口,方便观察抓取过程;
- #PRIMARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
主模型选择,在使用 siliconflow 服务的情况下这一项不填就会默认调用Qwen2.5-7B-Instruct实测基本也够用但我更加**推荐 Qwen2.5-14B-Instruct**
- #SECONDARY_MODEL="THUDM/glm-4-9b-chat"
副模型选择,在使用 siliconflow 服务的情况下这一项不填就会默认调用glm-4-9b-chat。
是否开启观测模式,开启的话会把 debug 信息记录在 logger 文件上(默认仅输出在 console 上);
- #PROJECT_DIR="work_dir"
@ -110,7 +134,7 @@ wiseflow 0.3.x版本使用 pocketbase 作为数据库,你当然也可以手动
只有当你的 pocketbase 不运行在默认ip 或端口下才需要配置,默认情况下忽略就行。
### 4. 使用python环境运行
### 4. 运行程序
✋ V0.3.5版本架构和依赖与之前版本有较大不同请务必重新拉取代码删除或重建pb_data
@ -135,29 +159,11 @@ chmod +x run.sh
run_task.sh 会周期性执行爬取-提取任务(启动时会立即先执行一次,之后每隔一小时启动一次), 如果仅需执行一次,可以使用 run.sh 脚本。
### 5. 模型推荐 [2024-12-09]
虽然参数量越大的模型意味着更佳的性能,但经过实测,**使用 Qwen2.5-7b-Instruct 和 glm-4-9b-chat 模型,即可以达到基本的效果**。不过综合考虑成本、速度和效果,我更加推荐主模型
**PRIMARY_MODEL使用Qwen2.5-14B-Instruct**。
这里依然强烈推荐使用 siliconflow硅基流动的 MaaS 服务提供多个主流开源模型的服务量大管饱Qwen2.5-7b-Instruct 和 glm-4-9b-chat 目前提供免费服务。主模型使用Qwen2.5-14B-Instruct情况下爬取374个网页有效抽取43条 info总耗费¥3.07
😄 如果您愿意,可以使用我的[siliconflow邀请链接](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92)这样我也可以获得更多token奖励 🌹
**如果您的信源多为非中文页面,且也不要求提取出的 info 为中文,那么更推荐您使用 openai 或者 claude 等海外厂家的模型。**
您可以尝试第三方代理 **AiHubMix**,支持国内网络环境直连、支付宝便捷支付,免去封号风险;
😄 欢迎使用如下邀请链接 [AiHubMix邀请链接](https://aihubmix.com?aff=Gp54) 注册 🌹
🌟 **请注意 wiseflow 本身并不限定任何模型服务,只要服务兼容 openAI SDK 即可,包括本地部署的 ollama、Xinference 等服务**
### 6. **关注点和定时扫描信源添加**
### 5. **关注点和定时扫描信源添加**
启动程序后打开pocketbase Admin dashboard UI (http://127.0.0.1:8090/_/)
#### 6.1 打开 focus_point 表单
#### 5.1 打开 focus_point 表单
通过这个表单可以指定你的关注点LLM会按此提炼、过滤并分类信息。
@ -168,7 +174,7 @@ run_task.sh 会周期性执行爬取-提取任务(启动时会立即先执行
注意focus_point 更新设定(包括 activated 调整)后,**需要重启程序才会生效。**
#### 6.2 打开 sites表单
#### 5.2 打开 sites表单
通过这个表单可以指定自定义信源,系统会启动后台定时任务,在本地执行信源扫描、解析和分析。
@ -199,7 +205,7 @@ PocketBase作为流行的轻量级数据库目前已有 Go/Javascript/Python
本项目基于 [Apache2.0](LICENSE) 开源。
商用以及定制合作,请联系 **Email35252986@qq.com**
商用以及定制合作,请联系 **Emailzm.zhao@foxmail.com**
- 商用客户请联系我们报备登记,产品承诺永远免费。

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## 🔥 Introducing Version V0.3.5
## 🔥 Test Scripts and Test Reports Release
Based on extensive community feedback, we have refined the product positioning of wiseflow, making it more focused. Version V0.3.5 is the new architecture version under this positioning:
We have horizontally tested and compared the performance of deepseekV2.5, Qwen2.5-32B-Instruct, Qwen2.5-14B-Instruct, and Qwen2.5-coder-7B-Instruct models provided by siliconflow across four real-case tasks and a total of ten real webpage samples.
Please refer to the [report](./test/reports/wiseflow_report_20241223_bigbrother666/README.md) for test results.
- Introduced [Crawlee](https://github.com/apify/crawlee-python) as the basic crawler and task management framework, significantly enhancing page acquisition capabilities. Pages that were previously unobtainable (including those obtained as garbled text) can now be acquired well. If you encounter pages that cannot be acquired well, please provide feedback in [issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136);
- New information extraction strategy under the new product positioning—"crawling and checking integration," abandoning detailed article extraction. During the crawling process, LLM directly extracts user-interested information (infos), and automatically judges links worth following up on. **What you focus on is what you need**;
- Adapted to the latest version (v0.23.4) of Pocketbase, updated form configuration. Additionally, the new architecture no longer requires modules like GNE, reducing the number of requirement dependencies to 8;
- The new architecture deployment scheme is also more convenient, with Docker mode supporting hot updates of the code repository. This means that subsequent upgrades no longer require repeated Docker builds.
- For more details, refer to [CHANGELOG](CHANGELOG.md)
We have also open-sourced the test scripts and welcome everyone to actively submit more test results. Wiseflow is an open-source project, and we hope to create an "information crawling tool that everyone can use" through our collective contributions!
🌟 **Future Plans for V0.3.x**
For details, please refer to [test/README_EN.md](./test/README_EN.md)
- Introduce [SeeAct](https://github.com/OSU-NLP-Group/SeeAct) solution, guiding complex page operations through visual large models, such as scrolling, clicking to reveal information (V0.3.6);
- Attempt to support WeChat official account subscription without wxbot (V0.3.7);
- Introduce support for RSS information sources (V0.3.8);
- Attempt to introduce a lightweight knowledge graph driven by LLM to help users build insights from infos (V0.3.9).
At this stage, **submitting test results is equivalent to submitting project code**, and you will similarly be accepted as a contributor and may even be invited to participate in commercialization projects!
Additionally, we have improved the download and username/password configuration solution for pocketbase. Thanks to @ourines for contributing the install_pocketbase.sh script.
(The docker deployment solution has been temporarily removed as we felt it wasn't very convenient for users...)
🌟 **V0.3.6 Version Preview**
Version V0.3.6 is planned for release before December 30, 2024. This version is a performance optimization of v0.3.5, with significant improvements in information extraction quality. It will also introduce visual large models to extract page image information as supplementary when webpage information is insufficient.
**V0.3.x Plan**
- Attempt to support WeChat official account subscription without wxbot (V0.3.7)
- Introduce support for RSS information sources (V0.3.8)
- Attempt to introduce LLM-driven lightweight knowledge graphs to help users build insights from infos (V0.3.9)
Starting from version V0.3.5, wiseflow uses a completely new architecture and introduces [Crawlee](https://github.com/apify/crawlee-python) as the basic crawler and task management framework, significantly improving page acquisition capabilities. We will continue to enhance wiseflow's page acquisition capabilities. If you encounter pages that cannot be properly acquired, please provide feedback in [issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136).
## ✋ How is wiseflow Different from Traditional Crawler Tools, AI Search, and Knowledge Base (RAG) Projects?
@ -49,109 +59,106 @@ However, we have also noticed some misunderstandings about the functional positi
git clone https://github.com/TeamWiseFlow/wiseflow.git
```
### 2. Refer to env_sample to Configure the .env File and Place it in the Core Directory
### 2. Execute the install_pocketbase.sh script in the root directory
🌟 **This is different from previous versions**, starting from V0.3.5, the .env file needs to be placed in the core folder.
This script will guide you through downloading and configuring pocketbase (version 0.23.4), and create a .env file under core.
Additionally, the env configuration has been greatly simplified from V0.3.5, with only three required configuration items, as follows:
```bash
chmod +x install_pocketbase.sh
./install_pocketbase.sh
```
- LLM_API_KEY=""
Wiseflow 0.3.x uses pocketbase as its database. You can also manually download the pocketbase client (remember to download version 0.23.4 and place it in the [pb](./pb) directory) and manually create the superuser (remember to save it in the .env file).
Large model service key, this is mandatory
For details, please refer to [pb/README.md](/pb/README.md)
- LLM_API_BASE="https://api.siliconflow.cn/v1"
### 3. Continue Configuring the core/.env File
Service interface address, any service provider supporting openai sdk can be used. If you directly use openai services, this item can also be left blank
🌟 **This is different from previous versions** - starting from V0.3.5, the .env file needs to be placed in the [core](./core) folder.
- PB_API_AUTH="test@example.com|1234567890"
#### 3.1 Large Language Model Configuration
Pocketbase database superuser username and password, remember to separate with |
Wiseflow is a LLM native application, so please ensure you provide stable LLM service for the program.
The following are optional configurations:
🌟 **Wiseflow does not restrict the source of model services - as long as the service is compatible with the openAI SDK, including locally deployed services like ollama, Xinference, etc.**
#### Recommendation 1: Use MaaS Service Provided by Siliconflow
Siliconflow provides online MaaS services for most mainstream open-source models. With its accumulated acceleration inference technology, its service has great advantages in both speed and price. When using siliconflow's service, the .env configuration can refer to the following:
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://api.siliconflow.cn/v1"
export PRIMARY_MODEL="Qwen/Qwen2.5-32B-Instruct"
export SECONDARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
export VL_MODEL="OpenGVLab/InternVL2-26B"
```
😄 If you'd like, you can use my [siliconflow referral link](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92), which will help me earn more token rewards 🌹
#### Recommendation 2: Use AiHubMix Proxy for Closed-Source Commercial Models like OpenAI, Claude, Gemini
If your information sources are mostly non-Chinese pages and you don't require the extracted info to be in Chinese, then it's recommended to use closed-source commercial models like OpenAI, Claude, Gemini. You can try the third-party proxy **AiHubMix**, seamlessly access a wide range of leading AI models like OpenAI, Claude, Google, Llama, and more with just one API.
When using AiHubMix models, the .env configuration can refer to the following:
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://aihubmix.com/v1" # 具体参考 https://doc.aihubmix.com/
export PRIMARY_MODEL="gpt-4o"
export SECONDARY_MODEL="gpt-4o-mini"
export VL_MODEL="gpt-4o"
```
😄 Welcome to register using the [AiHubMix referral link](https://aihubmix.com?aff=Gp54) 🌹
#### 3.2 Pocketbase Account and Password Configuration
```bash
export PB_API_AUTH="test@example.com|1234567890"
```
This is where you set the superuser username and password for the pocketbase database, remember to separate them with | (if the install_pocketbase.sh script executed successfully, this should already exist)
#### 3.3 Other Optional Configurations
The following are all optional configurations:
- #VERBOSE="true"
Whether to enable observation mode. If enabled, not only will debug log information be recorded in the logger file (default is only output to the console), but the playwright browser window will also be opened to facilitate observation of the crawling process;
- #PRIMARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
Main model selection. When using siliconflow services, this item left blank will default to Qwen2.5-7B-Instruct, which is practically sufficient, but I **recommend Qwen2.5-14B-Instruct** more
- #SECONDARY_MODEL="THUDM/glm-4-9b-chat"
Secondary model selection. When using siliconflow services, this item left blank will default to glm-4-9b-chat.
Whether to enable observation mode. When enabled, debug information will be recorded in the logger file (by default only output to console);
- #PROJECT_DIR="work_dir"
Project runtime data directory. If not configured, the default is `core/work_dir`. Note: The entire core directory is mounted under the container, meaning you can directly access it.
Project runtime data directory. If not configured, defaults to `core/work_dir`. Note: Currently the entire core directory is mounted under the container, meaning you can access it directly.
- #PB_API_BASE=""
Only required when your pocketbase is not running on the default IP or port. Ignored by default.
Only needs to be configured if your pocketbase is not running on the default IP or port. Under default circumstances, you can ignore this.
### 3.1 Run Using Docker
✋ The V0.3.5 version architecture and dependencies are significantly different from previous versions. Please make sure to re-pull the code, delete the old version image (including the mounted pb_data folder), and rebuild!
```bash
cd wiseflow
docker compose up
```
**Note:**
The first time you run the Docker container, the program may report an error, which is normal. Please follow the screen prompts to create a super user account (must use an email), then fill in the created username and password into the .env file, and restart the container.
🌟 The Docker solution defaults to running task.py, which will periodically execute crawling-extraction tasks (immediately executes once at startup, then every hour thereafter)
### 3.2 Run Using Python Environment
### 4. Running the Program
✋ The V0.3.5 version architecture and dependencies are significantly different from previous versions. Please make sure to re-pull the code, delete (or rebuild) pb_data
> ⚠️ Alternatively, execute the install_pocketbase.sh script in the root directory, which will automatically download and configure pocketbase.
> ```bash
> chmod +x install_pocketbase.sh
> ./install_pocketbase.sh
> ```
It is recommended to use conda to build a virtual environment (of course you can skip this step, or use other Python virtual environment solutions)
It is recommended to use conda to build a virtual environment
```bash
conda create -n wiseflow python=3.10
conda activate wiseflow
```
then
```bash
cd wiseflow
conda create -n wiseflow python=3.10
conda activate wiseflow
cd core
pip install -r requirements.txt
```
Then go here [Download](https://pocketbase.io/docs/) the corresponding pocketbase client and place it in the [/pb](/pb) directory. Then
```bash
chmod +x run.sh
./run_task.sh # if you just want to scan sites one-time (no loop), use ./run.sh
```
This script will automatically determine if pocketbase is already running. If not, it will automatically start. However, please note that when you terminate the process with ctrl+c or ctrl+z, the pocketbase process will not be terminated until you close the terminal.
Similarly to Docker deployment, the first run may result in an error. Please follow the screen prompts to create a super user account (must use an email), then fill in the created username and password into the .env file and run again.
Of course, you can also run and set up pocketbase in another terminal in advance (this will avoid the first error). For details, please refer to [pb/README.md](/pb/README.md)
### 4. Model Recommendations [2024-12-09]
Although larger models generally mean better performance, practical tests show that **using Qwen2.5-7b-Instruct and glm-4-9b-chat models can achieve basic effects**. However, considering cost, speed, and effect, I **recommend using Qwen2.5-14B-Instruct as the main model (PRIMARY_MODEL)**.
Here, I still strongly recommend using siliconflow's MaaS service, which provides services for multiple mainstream open-source models, with ample supply. Qwen2.5-7b-Instruct and glm-4-9b-chat currently offer free services. (When using Qwen2.5-14B-Instruct as the main model, crawling 374 web pages, effectively extracting 43 infos, total cost ¥3.07)
😄 If you are willing, you can use my [siliconflow invitation link](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92), so I can also get more token rewards 🌹
**If your information sources are mostly non-Chinese pages and you do not require the extracted infos to be in Chinese, it is more recommended to use models from overseas manufacturers such as openai or claude.**
You can try the third-party proxy **AiHubMix**, seamlessly access a wide range of leading AI models like OpenAI, Claude, Google, Llama, and more with just one API.
😄 Welcome to use the following invitation link [AiHubMix invitation link](https://aihubmix.com?aff=Gp54) to register 🌹
🌟 **Please note that wiseflow itself does not limit any model services, as long as the service is compatible with the openAI SDK, including locally deployed services like ollama, Xinference, etc.**
🌟 This script will automatically determine if pocketbase is already running. If not, it will automatically start. However, please note that when you terminate the process with ctrl+c or ctrl+z, the pocketbase process will not be terminated until you close the terminal.
run_task.sh will periodically execute crawling-extraction tasks (it will execute immediately at startup, then every hour after that). If you only need to execute once, you can use the run.sh script.
### 5. **Adding Focus Points and Scheduled Scanning of Information Sources**
@ -199,7 +206,7 @@ PocketBase, as a popular lightweight database, currently has SDKs for Go/Javascr
This project is open-source under the [Apache2.0](LICENSE) license.
For commercial and custom cooperation, please contact **Email: 35252986@qq.com**
For commercial and custom cooperation, please contact **Email: zm.zhao@foxmail.com**
- Commercial customers, please contact us for registration. The product promises to be forever free.

View File

@ -10,22 +10,32 @@
https://github.com/user-attachments/assets/f6fec29f-2b4b-40f8-8676-8433abb086a7
## 🔥 V0.3.5 バージョンの隆盛な紹介
## 🔥 テストスクリプトとテストレポートの公開
コミュニティのフィードバックを十分に聞き取り、wiseflowの製品ポジションを再検討し、新しいポジションはより焦点を絞り込んでいます。V0.3.5バージョンは、この新しいポジションの下での新しいアーキテクチャバージョンです。
siliconflowが提供するdeepseekV2.5、Qwen2.5-32B-Instruct、Qwen2.5-14B-Instruct、Qwen2.5-coder-7B-Instructモデルの性能を、4つの実際のケースタスクと合計10の実際のウェブページサンプルで横断的にテストし比較しました。
テスト結果は[report](./test/reports/wiseflow_report_20241223_bigbrother666/README.md)をご参照ください。
- 基礎的なクローラーおよびタスク管理フレームワークとして [Crawlee](https://github.com/apify/crawlee-python) を導入し、ページ取得能力を大幅に向上させました。以前に取得できなかった(または取得が文字化けした)ページも現在は良好に取得できるようになりました。今後、良好に取得できないページがあれば、[issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136) でフィードバックをお願いします;
- 新しい製品ポジション下での新しい情報抽出戦略——「クロールと検査の一体化」、記事の詳細抽出を放棄し、クロール過程でLLMを直接使用してユーザーが関心を持つ情報infosを抽出し、追跡が必要なリンクを自動的に判断します。**あなたが関心を持つことがあなたが必要なことです**
- 最新バージョンv0.23.4のPocketbaseに適合し、フォーム設定を更新しました。また、新しいアーキテクチャではGNEなどのモジュールが不要になり、requirement依存項目が8つに減少しました
- 新しいアーキテクチャのデプロイメントソリューションもより簡単になり、dockerモードでコードリポジトリのホットアップデートをサポートします。これは、今後のアップグレードでdocker buildを繰り返す必要がなくなることを意味します。
- 詳細は [CHANGELOG](CHANGELOG.md) を参照してください
また、テストスクリプトもオープンソース化しましたので、より多くのテスト結果の提出をお待ちしています。wiseflowはオープンソースプロジェクトであり、皆様の共同貢献を通じて「誰もが使える情報収集ツール」を作り上げたいと考えています
🌟 **V0.3.x 今後の計画**
詳細は[test/README_EN.md](./test/README_EN.md)をご参照ください。
- [SeeAct](https://github.com/OSU-NLP-Group/SeeAct) ソリューションを導入し、視覚大モデルを使用して複雑なページの操作をガイドします。例えば、スクロール、クリック後に情報が表示される場合などV0.3.6
- 微信公众号のwxbotなしのサブスクリプションをサポートすることを試みますV0.3.7
- RSS情報源のサポートを導入しますV0.3.8
- LLM駆動の軽量な知識グラフを導入し、ユーザーがinfosから洞察を得るのを助けますV0.3.9)。
現段階では、**テスト結果の提出はプロジェクトコードの提出と同等**とみなされ、contributorとして認められ、さらには商業化プロジェクトへの参加招待を受ける可能性もあります
また、pocketbaseのダウンロードとユーザー名/パスワード設定方法を改善しました。@ourinesのinstall_pocketbase.shスクリプトの貢献に感謝いたします。
dockerでの実行方案は一時的に削除されました。皆様にとってあまり便利ではないと感じたため...
🌟 **V0.3.6バージョン予告**
V0.3.6バージョンは2024年12月30日までにリリース予定で、このバージョンはv0.3.5のパフォーマンス最適化版となります。情報抽出の品質が大幅に向上し、さらに視覚大規模モデルを導入して、ウェブページの情報が不足している場合にページ画像情報を補完として抽出します。
**V0.3.xプラン**
- WeChat公式アカウントのwxbotなしでの購読サポートを試行V0.3.7
- RSS情報ソースのサポートを導入V0.3.8
- LLM駆動の軽量知識グラフを導入し、ユーザーがinfosから洞察を得られるよう支援V0.3.9
V0.3.5バージョンからwiseflowは全く新しいアーキテクチャを採用し、[Crawlee](https://github.com/apify/crawlee-python)を基本クローラーとタスク管理フレームワークとして導入し、ページ取得能力を大幅に向上させました。今後もwiseflowのページ取得能力を継続的に向上させていきます。うまく取得できないページがありましたら、[issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136)でフィードバックをお願いします。
## ✋ wiseflow と従来のクローラーツール、AI検索、知識ベースRAGプロジェクトの違いは何ですか
@ -49,110 +59,105 @@ wiseflowは2024年6月末にV0.3.0バージョンをリリースして以来、
git clone https://github.com/TeamWiseFlow/wiseflow.git
```
### 2. env_sample を参考に .env ファイルを core ディレクトリに配置
### 2. ルートディレクトリのinstall_pocketbase.shスクリプトを実行
🌟 **ここは以前のバージョンと異なります**。V0.3.5からは .env を coreフォルダに配置する必要があります。
このスクリプトは、pocketbaseバージョン0.23.4のダウンロードと設定をガイドし、coreディレクトリの下に.envファイルを作成します。
また、V0.3.5からenv設定が大幅に簡素化され、必須の設定項目は3つだけです。具体的には以下の通り
```bash
chmod +x install_pocketbase.sh
./install_pocketbase.sh
```
- LLM_API_KEY=""
Wiseflow 0.3.xはデータベースとしてpocketbaseを使用しています。pocketbaseクライアントバージョン0.23.4をダウンロードして[pb](./pb)ディレクトリに配置することを忘れないでください)を手動でダウンロードし、スーパーユーザーを手動で作成することもできます(.envファイルに保存することを忘れないでください
大モデルサービスのキーで、これは必須です
詳細については、[pb/README.md](/pb/README.md)を参照してください。
- LLM_API_BASE="https://api.siliconflow.cn/v1"
### 3. core/.envファイルの設定を続行
サービスインターフェースのアドレスで、openai sdk をサポートする任意のサービスプロバイダーを使用できます。直接openaiのサービスを使用する場合、この項目は記入不要です
🌟 **これは以前のバージョンとは異なります** - V0.3.5以降、.envファイルは[core](./core)フォルダに配置する必要があります。
- PB_API_AUTH="test@example.com|1234567890"
#### 3.1 大規模言語モデルの設定
pocketbase データベースの superuser ユーザー名とパスワードで、| で区切ってください
Wiseflowは LLMネイティブアプリケーションですので、プログラムに安定したLLMサービスを提供するようにしてください。
以下はオプションの設定です:
🌟 **Wiseflowはモデルサービスのソースを制限しません - サービスがopenAI SDKと互換性があれば、ollama、Xinferenceなどのローカルにデプロイされたサービスを含め、すべて使用可能です**
#### 推奨1Siliconflowが提供するMaaSサービスを使用
Siliconflowは、主流のオープンソースモデルのほとんどにオンラインMaaSサービスを提供しています。蓄積された推論加速技術により、そのサービスは速度と価格の両面で大きな利点があります。siliconflowのサービスを使用する場合、.envの設定は以下を参考にしてください
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://api.siliconflow.cn/v1"
export PRIMARY_MODEL="Qwen/Qwen2.5-32B-Instruct"
export SECONDARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
export VL_MODEL="OpenGVLab/InternVL2-26B"
```
😄 よろしければ、私の[siliconflow紹介リンク](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92)をご利用ください。これにより、私もより多くのトークン報酬を獲得できます 🌹
#### 推奨2OpenAI、Claude、Geminiなどのクローズドソース商用モデルにはAiHubMixプロキシを使用
情報ソースが主に非中国語のページで、抽出された情報が中国語である必要がない場合は、OpenAI、Claude、Geminiなどのクローズドソース商用モデルの使用をお勧めします。サードパーティプロキシの**AiHubMix**を試すことができます。OpenAI、Claude、Google、Llamaなど、主要なAIモデルに1つのAPIで簡単にアクセスできます。
AiHubMixモデルを使用する場合、.envの設定は以下を参考にしてください
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://aihubmix.com/v1" # 具体参考 https://doc.aihubmix.com/
export PRIMARY_MODEL="gpt-4o"
export SECONDARY_MODEL="gpt-4o-mini"
export VL_MODEL="gpt-4o"
```
😄 [AiHubMixの紹介リンク](https://aihubmix.com?aff=Gp54)からご登録いただけますと幸いです 🌹
#### 3.2 Pocketbaseのアカウントとパスワードの設定
```bash
export PB_API_AUTH="test@example.com|1234567890"
```
これはpocketbaseデータベースのスーパーユーザー名とパスワードを設定する場所です。|で区切ることを忘れないでくださいinstall_pocketbase.shスクリプトが正常に実行された場合、これは既に存在しているはずです
#### 3.3 その他のオプション設定
以下はすべてオプションの設定です:
- #VERBOSE="true"
観測モードを有効にするかどうかで、有効にすると、debug log情報がloggerファイルに記録されますデフォルトではconsoleにのみ出力されます。また、playwrightのブラウザウィンドウが開き、クロールプロセスを観察しやすくなります
- #PRIMARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
主モデルの選択で、siliconflowサービスを使用する場合、この項目を記入しないとデフォルトでQwen2.5-7B-Instructが呼び出されます。実測では基本的に十分ですが、より**Qwen2.5-14B-Instructを推奨**します
- #SECONDARY_MODEL="THUDM/glm-4-9b-chat"
副モデルの選択で、siliconflowサービスを使用する場合、この項目を記入しないとデフォルトでglm-4-9b-chatが呼び出されます。
観察モードを有効にするかどうか。有効にすると、デバッグ情報がloggerファイルに記録されますデフォルトではコンソールにのみ出力
- #PROJECT_DIR="work_dir"
プロジェクト実行データのディレクトリで、設定しない場合、デフォルトで `core/work_dir` になります。注意現在、coreディレクトリ全体がcontainerにマウントされているため、ここに直接アクセスできます。
プロジェクトの実行時データディレクトリ。設定しない場合、デフォルトで`core/work_dir`になります。注意現在、core全体のディレクトリがコンテナにマウントされているため、直接アクセスできます。
- #PB_API_BASE=""
pocketbaseがデフォルトのIPまたはポートで実行されていない場合にのみ設定が必要で、デフォルトの場合は無視してください。
pocketbaseがデフォルトのIPまたはポートで実行されていない場合にのみ設定が必要です。デフォルトの状況では、これを無視できます。
### 3.1 dockerを使用して実行
### 4. プログラムの実行
✋ V0.3.5バージョンのアーキテクチャと依存関係は以前のバージョンと大きく異なるため、必ずコードを再取得し、古いバージョンのイメージpb_dataフォルダを含むを削除し、再構築してください
> ⚠️ または、ルートディレクトリにあるinstall_pocketbase.shスクリプトを実行してください。これにより、pocketbaseが自動的にダウンロードされ、設定されます。
> ```bash
> chmod +x install_pocketbase.sh
> ./install_pocketbase.sh
> ```
✋ V0.3.5バージョンのアーキテクチャと依存関係は以前のバージョンと大きく異なります。必ずコードを再取得し、pb_dataを削除または再構築してください。
condaを使用して仮想環境を構築することをお勧めしますもちろん、このステップをスキップするか、他のPython仮想環境ソリューションを使用することもできます
```bash
cd wiseflow
docker compose up
```
**注意:**
初めてdocker containerを実行すると、プログラムがエラーを報告する可能性があります。これは正常な現象です。画面の指示に従ってsuper userアカウントを作成してください必ずメールアドレスを使用してください。そして、作成したユーザー名とパスワードを.envファイルに記入し、containerを再起動してください。
🌟 dockerソリューションはデフォルトで task.py を実行します。つまり、定期的にクロール-抽出タスクを実行します起動時にすぐに1回実行され、その後1時間ごとに1回起動されます
### 3.2 python環境を使用して実行
✋ V0.3.5バージョンのアーキテクチャと依存関係は以前のバージョンと大きく異なるため、必ずコードを再取得し、pb_dataを削除または再構築してください
condaを使用して仮想環境を構築することをお勧めします
```bash
cd wiseflow
conda create -n wiseflow python=3.10
conda activate wiseflow
cd core
pip install -r requirements.txt
```
その後、ここ [ダウンロード](https://pocketbase.io/docs/) から対応するpocketbaseクライアントを取得し、[/pb](/pb) ディレクトリに配置します。そして
その後
```bash
cd wiseflow
cd core
pip install -r requirements.txt
chmod +x run.sh
./run_task.sh # もしサイトを1回だけスキャンしたい場合ループなし、./run.sh を使用してください
./run_task.sh # if you just want to scan sites one-time (no loop), use ./run.sh
```
このスクリプトは、pocketbaseがすでに実行中かどうかを自動的に判断します。実行中でない場合、自動的に起動します。ただし、ctrl+cまたはctrl+zでプロセスを終了した場合、pocketbaseプロセスは終了せず、terminalを閉じるまで続行されます
🌟 このスクリプトは、pocketbaseが既に実行されているかどうかを自動的に判断します。実行されていない場合は自動的に起動します。ただし、ctrl+cまたはctrl+zでプロセスを終了した場合、ターミナルを閉じるまでpocketbaseプロセスは終了しないことに注意してください。
また、dockerデプロイと同様に、初回実行時にエラーが発生する可能性があります。画面の指示に従ってsuper userアカウントを作成してください必ずメールアドレスを使用してください。そして、作成したユーザー名とパスワードを.envファイルに記入し、再度実行してください。
もちろん、別のterminalで事前にpocketbaseを実行して設定することもできますこれにより初回のエラーを回避できます。具体的には [pb/README.md](/pb/README.md) を参照してください
### 4. モデル推奨 [2024-12-09]
モデルのパラメータ数が多いほど、より優れた性能を意味しますが、実測では**Qwen2.5-7b-Instructとglm-4-9b-chatモデルを使用するだけで基本的な効果を得られる**ことがわかりました。ただし、コスト、速度、効果を総合的に考慮すると、主モデル
**PRIMARY_MODELにQwen2.5-14B-Instructを使用することをより推奨します**。
ここでは、siliconflowシリコンフローのMaaSサービスを強く推奨します。複数の主流オープンソースモデルのサービスを提供し、大量のトークンを提供します。Qwen2.5-7b-Instructとglm-4-9b-chatは現在無料で提供されています。主モデルにQwen2.5-14B-Instructを使用した場合、374ページをクロールし、43件のinfoを有効に抽出し、総コスト¥3.07
😄 もしよろしければ、私の[siliconflow招待リンク](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92)を使用してください。そうすれば、私もより多くのトークンを獲得できます 🌹
**もしあなたの情報源が主に非中国語のページであり、抽出されたinfoを中国語にする必要がない場合、openaiやclaudeなどの海外メーカーのモデルを使用することをより推奨します。**
サードパーティのプロキシ **AiHubMix** を試すことができます。OpenAI、Claude、Google、Llamaなどの幅広い主要なAIモデルに、たった1つのAPIでシームレスにアクセスできます。
😄 以下の招待リンク [AiHubMix招待リンク](https://aihubmix.com?aff=Gp54) を使用して登録してください 🌹
🌟 **wiseflow自体はどのモデルサービスにも限定されておらず、openAI SDKと互換性のあるサービスであれば、ローカルにデプロイされたollama、Xinferenceなどのサービスも含まれます**
run_task.shは定期的にクローリング・抽出タスクを実行します起動時に即座に実行され、その後1時間ごとに実行されます。1回だけ実行する必要がある場合は、run.shスクリプトを使用できます。
### 5. **関心事と定期的なスキャン情報源の追加**

View File

@ -10,22 +10,32 @@
https://github.com/user-attachments/assets/f6fec29f-2b4b-40f8-8676-8433abb086a7
## 🔥 V0.3.5 버전 소개
## 🔥 테스트 스크립트 및 테스트 보고서 발표
커뮤니티 피드백을 충분히 수렴한 후, 우리는 wiseflow의 제품 위치를 재정립하였으며, 새로운 위치는 더욱 집중되어 있습니다. V0.3.5 버전은 이 새로운 위치에 기반한 완전히 새로운 아키텍처 버전입니다.
siliconflow에서 제공하는 deepseekV2.5, Qwen2.5-32B-Instruct, Qwen2.5-14B-Instruct, Qwen2.5-coder-7B-Instruct 모델의 성능을 4개의 실제 사례 작업과 총 10개의 실제 웹페이지 샘플에서 수평적으로 테스트하고 비교했습니다.
테스트 결과는 [report](./test/reports/wiseflow_report_20241223_bigbrother666/README.md)를 참조하세요.
- [Crawlee](https://github.com/apify/crawlee-python)를 기본 크롤러 및 작업 관리 프레임워크로 도입하여 페이지 획득 능력을 크게 향상시켰습니다. 이전에 획득할 수 없었던 (또는 코드가 깨진) 페이지를 현재는 잘 획득할 수 있습니다. 향후 획득이 잘 되지 않는 페이지가 있다면, [issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136)에 피드백을 주시기 바랍니다.
- 새로운 제품 위치에 따른 새로운 정보 추출 전략 — "크롤링과 조사 통합"을 도입하였습니다. 기사 상세 추출을 포기하고, 크롤링 과정에서 llm을 사용하여 사용자가 관심 있는 정보(infos)를 직접 추출하며, 추가로 크롤링할 가치가 있는 링크를 자동으로 판단합니다. **당신이 관심 있는 것이 당신이 필요한 것입니다.**
- 최신 버전(v0.23.4)의 Pocketbase에 적합하며, 폼 구성을 업데이트하였습니다. 또한 새로운 아키텍처는 GNE 등의 모듈이 더 이상 필요하지 않으며, requirement 종속 항목이 8개로 줄었습니다.
- 새로운 아키텍처의 배포 방식도 더욱 간편해졌으며, docker 모드는 코드 저장소 핫 업데이트를 지원합니다. 이는 향후 업그레이드 시 docker build를 다시 수행할 필요가 없음을 의미합니다.
- 더 많은 세부 사항은 [CHANGELOG](CHANGELOG.md)를 참조하세요.
또한 테스트 스크립트도 오픈소스로 공개했으니, 더 많은 테스트 결과를 적극적으로 제출해 주시기 바랍니다. wiseflow는 오픈소스 프로젝트이며, 모두의 공동 기여를 통해 "누구나 사용할 수 있는 정보 수집 도구"를 만들고자 합니다!
🌟 **V0.3.x 향후 계획**
자세한 내용은 [test/README_EN.md](./test/README_EN.md)를 참조하세요.
- [SeeAct](https://github.com/OSU-NLP-Group/SeeAct) 방식을 도입하여, 시각 대형 모델을 통해 복잡한 페이지의 작업을 지원합니다. 예를 들어, 스크롤, 클릭 후 정보 표시 등 (V0.3.6).
- 위챗 공중 계정 무료 구독 지원 시도 (V0.3.7).
- RSS 정보 소스 지원 도입 (V0.3.8).
- LLM 기반의 경량 지식 그래프 도입 시도, 사용자가 infos에서 통찰력을 구축하는 데 도움을 줍니다 (V0.3.9).
현 단계에서는 **테스트 결과 제출이 프로젝트 코드 제출과 동일하게 취급**되며, contributor로 인정받을 수 있고, 심지어 상업화 프로젝트에 초대될 수도 있습니다!
또한 pocketbase의 다운로드 및 사용자 이름/비밀번호 구성 방안을 개선했으며, @ourines가 기여한 install_pocketbase.sh 스크립트에 감사드립니다.
(docker 실행 방안은 일시적으로 제거되었습니다. 사용하기에 그다지 편리하지 않다고 느껴져서...)
🌟 **V0.3.6 버전 예고**
V0.3.6 버전은 2024년 12월 30일 이전에 출시될 예정이며, 이 버전은 v0.3.5의 성능 최적화 버전입니다. 정보 추출 품질이 크게 향상될 것이며, 시각적 대형 모델도 도입하여 웹페이지 정보가 부족할 때 페이지 이미지 정보를 보완 자료로 추출할 예정입니다.
**V0.3.x 계획**
- 위챗 공중 계정 wxbot 없이 구독 지원 시도 (V0.3.7)
- RSS 정보 소스 지원 도입 (V0.3.8)
- LLM 기반의 경량 지식 그래프 도입 시도, 사용자가 infos에서 통찰력을 구축하도록 지원 (V0.3.9)
V0.3.5 버전부터 wiseflow는 완전히 새로운 아키텍처를 사용하며, [Crawlee](https://github.com/apify/crawlee-python)를 기본 크롤러 및 작업 관리 프레임워크로 도입하여 페이지 획득 능력을 크게 향상시켰습니다. 앞으로도 wiseflow의 페이지 획득 능력을 지속적으로 향상시킬 예정이며, 잘 획득되지 않는 페이지가 있다면 [issue #136](https://github.com/TeamWiseFlow/wiseflow/issues/136)에서 피드백을 주시기 바랍니다.
## ✋ wiseflow는 전통적인 크롤러 도구, AI 검색, 지식 베이스(RAG) 프로젝트와 어떻게 다를까요?
@ -49,108 +59,106 @@ wiseflow는 2024년 6월 말 V0.3.0 버전 출시 이후 오픈소스 커뮤니
git clone https://github.com/TeamWiseFlow/wiseflow.git
```
### 2. env_sample 참조하여 .env 파일 구성하고 core 디렉토리에 배치
### 2. 루트 디렉토리에서 install_pocketbase.sh 스크립트 실행
🌟 **이전 버전과 다릅니다** V0.3.5부터 .env 파일을 core 폴더에 배치해야 합니다.
이 스크립트는 pocketbase(버전 0.23.4)의 다운로드 및 구성을 안내하고 core 디렉토리 아래에 .env 파일을 생성합니다.
또한 V0.3.5부터 env 구성이 크게 단순화되었으며, 필수 구성 항목은 세 가지뿐입니다. 구체적인 내용은 다음과 같습니다:
```bash
chmod +x install_pocketbase.sh
./install_pocketbase.sh
```
- LLM_API_KEY=""
Wiseflow 0.3.x는 데이터베이스로 pocketbase를 사용합니다. pocketbase 클라이언트를 수동으로 다운로드할 수도 있습니다(버전 0.23.4를 다운로드하여 [pb](./pb) 디렉토리에 배치하는 것을 잊지 마세요). 그리고 수퍼유저를 수동으로 생성할 수 있습니다(.env 파일에 저장하는 것을 잊지 마세요).
대형 모델 서비스 키, 이는 필수입니다.
자세한 내용은 [pb/README.md](/pb/README.md)를 참조하세요.
- LLM_API_BASE="https://api.siliconflow.cn/v1"
### 3. core/.env 파일 구성 계속하기
서비스 인터페이스 주소, openai sdk를 지원하는 모든 서비스 제공자를 사용할 수 있습니다. openai 서비스를 직접 사용하는 경우, 이 항목은 비워둘 수 있습니다.
🌟 **이전 버전과 다릅니다** - V0.3.5부터 .env 파일은 [core](./core) 폴더에 위치해야 합니다.
- PB_API_AUTH="test@example.com|1234567890"
#### 3.1 대규모 언어 모델 구성
pocketbase 데이터베이스의 superuser 사용자 이름 및 비밀번호, |로 구분하세요.
Wiseflow는 LLM 네이티브 애플리케이션이므로 프로그램에 안정적인 LLM 서비스를 제공하도록 해주세요.
아래는 선택적 구성입니다:
🌟 **Wiseflow는 모델 서비스의 출처를 제한하지 않습니다 - ollama, Xinference 등 로컬에 배포된 서비스를 포함하여 openAI SDK와 호환되는 서비스라면 모두 사용할 수 있습니다**
#### 추천 1: Siliconflow가 제공하는 MaaS 서비스 사용
Siliconflow는 대부분의 주류 오픈소스 모델에 대한 온라인 MaaS 서비스를 제공합니다. 축적된 추론 가속화 기술로 속도와 가격 모두에서 큰 장점이 있습니다. siliconflow의 서비스를 사용할 때 .env 구성은 다음을 참조할 수 있습니다:
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://api.siliconflow.cn/v1"
export PRIMARY_MODEL="Qwen/Qwen2.5-32B-Instruct"
export SECONDARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
export VL_MODEL="OpenGVLab/InternVL2-26B"
```
😄 원하신다면 제 [siliconflow 추천 링크](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92)를 사용하실 수 있습니다. 이를 통해 제가 더 많은 토큰 보상을 받을 수 있습니다 🌹
#### 추천 2: OpenAI, Claude, Gemini와 같은 폐쇄형 상용 모델에는 AiHubMix 프록시 사용
정보 소스가 대부분 비한국어 페이지이고 추출된 정보가 한국어일 필요가 없다면, OpenAI, Claude, Gemini와 같은 폐쇄형 상용 모델을 사용하는 것이 좋습니다. 서드파티 프록시인 **AiHubMix**를 시도해볼 수 있습니다. 하나의 API로 OpenAI, Claude, Google, Llama 등 주요 AI 모델에 원활하게 접근할 수 있습니다.
AiHubMix 모델을 사용할 때 .env 구성은 다음을 참조할 수 있습니다:
```bash
export LLM_API_KEY=Your_API_KEY
export LLM_API_BASE="https://aihubmix.com/v1" # 具体参考 https://doc.aihubmix.com/
export PRIMARY_MODEL="gpt-4o"
export SECONDARY_MODEL="gpt-4o-mini"
export VL_MODEL="gpt-4o"
```
😄 Welcome to register using the [AiHubMix referral link](https://aihubmix.com?aff=Gp54) 🌹
#### 3.2 Pocketbase Account and Password Configuration
```bash
export PB_API_AUTH="test@example.com|1234567890"
```
여기서 pocketbase 데이터베이스의 슈퍼유저 사용자 이름과 비밀번호를 설정합니다. |로 구분하는 것을 잊지 마세요 (install_pocketbase.sh 스크립트가 성공적으로 실행되었다면 이미 존재할 것입니다)
#### 3.3 기타 선택적 구성
다음은 모두 선택적 구성입니다:
- #VERBOSE="true"
관찰 모드 활성화 여부, 활성화하면 debug log 정보가 logger 파일에 기록됩니다 (기본적으로 console에만 출력됨). 또한 playwright 브라우저 창이 열리므로 크롤링 과정을 관찰하기 쉽습니다.
- #PRIMARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
주 모델 선택, siliconflow 서비스를 사용하는 경우, 이 항목을 비워두면 기본적으로 Qwen2.5-7B-Instruct가 호출됩니다. 실제로 충분히 사용 가능하지만, 저는 **Qwen2.5-14B-Instruct**를 더 추천합니다.
- #SECONDARY_MODEL="THUDM/glm-4-9b-chat"
보조 모델 선택, siliconflow 서비스를 사용하는 경우, 이 항목을 비워두면 기본적으로 glm-4-9b-chat가 호출됩니다.
관찰 모드를 활성화할지 여부. 활성화되면 디버그 정보가 로거 파일에 기록됩니다(기본적으로 콘솔에만 출력);
- #PROJECT_DIR="work_dir"
프로젝트 실행 데이터 디렉토리, 구성하지 않으면 기본적으로 `core/work_dir`에 저장됩니다. 주의: 현재 전체 core 디렉토리는 container에 마운트되어 있으므로, 여기에 직접 접근할 수 있습니다.
프로젝트 런타임 데이터 디렉토리. 구성하지 않으면 기본값은 `core/work_dir`입니다. 참고: 현재 전체 core 디렉토리가 컨테이너에 마운트되어 있어 직접 접근할 수 있습니다.
- #PB_API_BASE=""
pocketbase가 기본 IP 또는 포트에서 실행되지 않는 경우에만 구성해야 합니다. 기본적으로 무시하면 됩니다.
pocketbase가 기본 IP 또는 포트에서 실행되지 않는 경우에만 구성이 필요합니다. 기본 상황에서는 이를 무시할 수 있습니다.
### 3.1 docker를 사용하여 실행
### 4. 프로그램 실행
✋ V0.3.5 버전의 아키텍처 및 종속성은 이전 버전과 크게 다릅니다. 반드시 코드를 다시 가져와 이전 버전 이미지 (pb_data 폴더 포함)를 삭제하고 다시 build하세요!
✋ V0.3.5 버전의 아키텍처와 종속성은 이전 버전과 크게 다릅니다. 코드를 다시 가져오고, pb_data를 삭제(또는 재구축)하도록 하세요
> ⚠️ 대신 루트 디렉토리의 install_pocketbase.sh 스크립트를 실행하십시오. 이 스크립트는 자동으로 pocketbase를 다운로드하고 구성합니다.
> ```bash
> chmod +x install_pocketbase.sh
> ./install_pocketbase.sh
> ```
가상 환경을 구축하기 위해 conda를 사용하는 것을 권장합니다(물론 이 단계를 건너뛰거나 다른 Python 가상 환경 솔루션을 사용할 수 있습니다)
```bash
cd wiseflow
docker compose up
```
**주의:**
처음 docker container를 실행할 때 프로그램이 오류를 보고할 수 있습니다. 이는 정상적인 현상입니다. 화면의 프롬프트에 따라 superuser 계정을 생성하세요 (반드시 이메일 주소를 사용하세요). 그런 다음 생성된 사용자 이름과 비밀번호를 .env 파일에 입력하고 container를 다시 시작하세요.
🌟 docker 솔루션은 기본적으로 task.py를 실행하며, 이는 주기적으로 크롤링-추출 작업을 실행합니다 (시작 시 즉시 한 번 실행된 후, 매 시간마다 한 번씩 실행됩니다).
### 3.2 python 환경에서 실행
✋ V0.3.5 버전의 아키텍처 및 종속성은 이전 버전과 크게 다릅니다. 반드시 코드를 다시 가져와 pb_data를 삭제 (또는 재구축)하세요.
conda를 사용하여 가상 환경을 구축하는 것을 추천합니다.
```bash
cd wiseflow
conda create -n wiseflow python=3.10
conda activate wiseflow
cd core
pip install -r requirements.txt
```
후 [다운로드](https://pocketbase.io/docs/) 해당 pocketbase 클라이언트를 [/pb](/pb) 디렉토리에 배치하세요. 그리고
그런 다음
```bash
cd wiseflow
cd core
pip install -r requirements.txt
chmod +x run.sh
./run_task.sh # 사이트를 한 번만 스캔하려면 (루프 없이), ./run.sh를 사용하세요
./run_task.sh # if you just want to scan sites one-time (no loop), use ./run.sh
```
이 스크립트는 pocketbase가 이미 실행 중인지 자동으로 판단하며, 실행 중이 아니면 자동으로 시작합니다. 그러나 ctrl+c 또는 ctrl+z로 프로세스를 종료할 때 pocketbase 프로세스는 종료되지 않으며, terminal을 닫을 때까지 계속 실행됩니다.
🌟 이 스크립트는 pocketbase가 이미 실행 중인지 자동으로 확인합니다. 실행 중이 아닌 경우 자동으로 시작됩니다. 단, ctrl+c 또는 ctrl+z로 프로세스를 종료할 때 터미널을 닫을 때까지 pocketbase 프로세스는 종료되지 않는다는 점에 유의하세요.
또한 docker 배포와 마찬가지로, 처음 실행할 때 오류가 발생할 수 있습니다. 화면의 프롬프트에 따라 superuser 계정을 생성하세요 (반드시 이메일 주소를 사용하세요). 그런 다음 생성된 사용자 이름과 비밀번호를 .env 파일에 입력하고 다시 실행하세요.
물론 다른 terminal에서 미리 pocketbase를 실행하고 설정할 수도 있습니다 (이렇게 하면 첫 번째 오류를 방지할 수 있습니다). 구체적인 내용은 [pb/README.md](/pb/README.md)를 참조하세요.
### 4. 모델 추천 [2024-12-09]
모델의 매개변수 수가 많을수록 더 나은 성능을 의미하지만, 실제 테스트를 통해 **Qwen2.5-7b-Instruct 및 glm-4-9b-chat 모델을 사용하면 기본적인 효과를 얻을 수 있음**이 확인되었습니다. 그러나 비용, 속도 및 효과를 종합적으로 고려할 때, 저는 주 모델 **(PRIMARY_MODEL)로 Qwen2.5-14B-Instruct를 더 추천합니다**.
여기에서 siliconflow (규소 흐름)의 MaaS 서비스를 강력히 추천합니다. 여러 주요 오픈소스 모델의 서비스를 제공하며, 대량 서비스를 제공합니다. Qwen2.5-7b-Instruct 및 glm-4-9b-chat는 현재 무료 서비스를 제공합니다. (주 모델로 Qwen2.5-14B-Instruct를 사용하는 경우, 374개의 웹페이지를 크롤링하고 43개의 유효한 info를 추출하여 총 비용은 ¥3.07입니다).
😄 원한다면 제 [siliconflow 초대 링크](https://cloud.siliconflow.cn?referrer=clx6wrtca00045766ahvexw92)를 사용하여 등록할 수 있으며, 이 경우 저도 더 많은 token 보상을 받을 수 있습니다 🌹
**만약 귀하의 정보 소스가 주로 중국어가 아닌 페이지이고, 추출된 info가 중국어일 필요가 없다면, openai 또는 claude와 같은 해외 제조사의 모델을 사용하는 것을 더 추천합니다.**
타사 프록시 **AiHubMix**를 사용하여 단 하나의 API로 OpenAI, Claude, Google, Llama 등과 같은 다양한 주요 AI 모델에 원활하게 액세스할 수 있습니다.
😄 다음 초대 링크 [AiHubMix 초대 링크](https://aihubmix.com?aff=Gp54)를 사용하여 등록하세요 🌹
🌟 **wiseflow 자체는 어떤 모델 서비스에도 제한을 두지 않으며, openAI SDK와 호환되는 서비스라면 모두 사용 가능합니다. 로컬에 배포된 ollama, Xinference 등의 서비스도 포함됩니다.**
run_task.sh는 주기적으로 크롤링-추출 작업을 실행합니다(시작 시 즉시 실행되고 그 후 매시간마다 실행됨). 한 번만 실행하면 되는 경우 run.sh 스크립트를 사용할 수 있습니다.
### 5. **관심사 및 정기 스캔 정보 소스 추가**

View File

@ -63,7 +63,8 @@ def extract_and_convert_dates(input_string):
r'(\d{4})/(\d{2})/(\d{2})', # YYYY/MM/DD
r'(\d{4})\.(\d{2})\.(\d{2})', # YYYY.MM.DD
r'(\d{4})\\(\d{2})\\(\d{2})', # YYYY\MM\DD
r'(\d{4})(\d{2})(\d{2})' # YYYYMMDD
r'(\d{4})(\d{2})(\d{2})', # YYYYMMDD
r'(\d{4})年(\d{2})月(\d{2})日' # YYYY年MM月DD日
]
matches = []

View File

@ -1,11 +1,11 @@
export LLM_API_KEY=""
export LLM_API_BASE="https://api.siliconflow.cn/v1"
export PRIMARY_MODEL="Qwen/Qwen2.5-32B-Instruct"
export SECONDARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
export VL_MODEL="OpenGVLab/InternVL2-26B"
export PB_API_AUTH="test@example.com|1234567890" ##your pb superuser account and password
##belowing is optional, go as you need
#export VERBOSE="true" ##for detail log info. If not need, remove this item.
#export PRIMARY_MODEL="Qwen/Qwen2.5-14B-Instruct"
#export SECONDARY_MODEL="Qwen/Qwen2.5-7B-Instruct"
#export VL_MODEL="OpenGVLab/InternVL2-26B"
export PROJECT_DIR="work_dir"
#export PB_API_BASE="" ##only use if your pb not run on 127.0.0.1:8090

View File

@ -1,12 +1,35 @@
| 模型 | 提示语言 | 漏字 | 不遵守指令 | 识别错误 | 幻觉 | 总分 | 评价 |
|------|----------|------|------------|----------|------|------|------|
| Qwen/Qwen2-VL-72B-Instruct | cn prompt | 2 | 1 | 3 | 0 | 6 | |
| | en prompt | 2 | 1 | 1 | 0 | 4 | 👍 |
| OpenGVLab/InternVL2-26B | cn prompt | 1 | 0 | 2 | 0 | 3 | 👍👍 |
| | en prompt | 0 | 2 | 3 | 0 | 5 | |
| Pro/Qwen/Qwen2-VL-7B-Instruct | cn prompt | 1 | 1 | 2 | 1 | 5 | |
| | en prompt | 0 | 2 | 3 | 0 | 5 | |
| Pro/OpenGVLab/InternVL2-8B | cn prompt | 3 | 2 | 2 | 0 | 7 | |
| | en prompt | 2 | 2 | 4 | 1 | 9 | |
| deepseek-ai/deepseek-vl2 | cn prompt | 1 | 1 | 1 | 1 | 4 | 👍 |
| | en prompt | 3 | 0 | 1 | 4 | 8 | |
# 测试脚本说明
## 网页内容获取和解析
[fetching_for_sample.py](./fetching_for_sample.py)
- 使用前编辑脚本 `sites``save_dir` 变量,指定要爬取的网站和保存的目录
## 从已解析的网页内容中提取关注内容或相关链接【可同时测试多个模型】
[get_info_test.py](./get_info_test.py)
- 使用前编辑脚本 `sample_dir` 变量,指定要解析的网页内容目录(一般就是 fetching_for_sample.py 中保存的目录,要保证这里有已经解析好的网页内容,至少包含 `text.txt` 文件和 `link_dict.json` 文件)
- 为测试任务创建 关注点说明,可以参考 [reports/wiseflow_report_20241223_bigbrother666/task0/focus_point.json](./reports/wiseflow_report_20241223_bigbrother666/task0/focus_point.json),
注意:对应不同关注点的 sample文件需要放入不同的文件夹下具体结构可以参考 [reports/wiseflow_report_20241223_bigbrother666](./reports/wiseflow_report_20241223_bigbrother666)
- 使用前编辑脚本 `models``vl_model` 变量,指定要测试的模型
要更改 get_info 的 prompt请编辑 [prompts.py](./prompts.py), 如果要使用非 openai SDK的数据格式的provider请编辑 [openai_wrapper.py](./openai_wrapper.py)
# 结果提交与共享
wiseflow 是一个开源项目,希望通过大家共同的贡献,打造“人人可用的信息爬取工具”!
现阶段,**提交测试结果等同于提交项目代码**同样会被接纳为contributor甚至受邀参加商业化项目
测试结果提交请统一放入 [reports](./reports) 目录下,并为单次测试创建子目录,名称为 `{测试内容}_{测试时间}_{测试者}`,例如:
```bash
mkdir -p reports/wiseflow_report_20241223_bigbrother666
```
请将所有测试 sample 和程序运行的原始输出结果一并提交,并在目录下创建 README.md 文件,记录测试内容、测试时间、测试者、测试模型、结论、统计表格等。
最后编辑 [reports/README.md](./reports/README.md) 文件,将测试结果的目录名添加到 index 中,以便于他人查看。

35
test/README_EN.md Normal file
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@ -0,0 +1,35 @@
# Test Script Documentation
## Web Content Fetching and Parsing
[fetching_for_sample.py](./fetching_for_sample.py)
- Before using, edit the `sites` and `save_dir` variables in the script to specify target websites and save directory
## Extract Focus Content or Related Links from Parsed Web Content [Multiple Models Can Be Tested Simultaneously]
[get_info_test.py](./get_info_test.py)
- Before using, edit the `sample_dir` variable in the script to specify the directory of parsed web content (generally the directory saved by fetching_for_sample.py, which must contain parsed web content including at least `text.txt` file and `link_dict.json` file)
- Create focus point descriptions for test tasks, refer to [reports/wiseflow_report_20241223_bigbrother666/task0/focus_point.json](./reports/wiseflow_report_20241223_bigbrother666/task0/focus_point.json)
Note: Sample files for different focus points need to be placed in different folders, refer to the structure in [reports/wiseflow_report_20241223_bigbrother666](./reports/wiseflow_report_20241223_bigbrother666)
- Before using, edit the `models` and `vl_model` variables in the script to specify models to test
To modify get_info prompts, edit [prompts.py](./prompts.py). For providers not using OpenAI SDK data format, edit [openai_wrapper.py](./openai_wrapper.py)
# Result Submission and Sharing
Wiseflow is an open source project aiming to create an "information crawling tool for everyone" through collective contributions!
At this stage, **submitting test results is equivalent to submitting project code** - you'll be accepted as a contributor and may even be invited to participate in commercial projects!
Test results should be submitted to the [reports](./reports) directory. Create a subdirectory for each test named `{test_content}_{test_date}_{tester}`, for example:
```bash
mkdir -p reports/wiseflow_report_20241223_bigbrother666
```
Please submit all test samples and the original output results of the program run, and create a README.md file in the directory to record the test content, test date, tester, test models, conclusions, statistical tables, etc.
Finally, edit the [reports/README.md](./reports/README.md) file, add the directory name of the test result to the index, so that others can view it.

View File

@ -35,7 +35,7 @@ def find_article_or_list(link_dict, text) -> (bool, bool, str):
for url in link_dict.values():
url_lower = url.lower()
has_common_ext = any(url_lower.endswith(ext) for ext in common_file_exts)
has_common_tld = any(url_lower.endswith(tld) for tld in common_tlds)
has_common_tld = any(url_lower.endswith(tld) or url_lower.endswith(tld + '/') for tld in common_tlds)
if not has_common_ext and not has_common_tld:
valid_url_count += 1

View File

@ -11,8 +11,8 @@ from find_article_or_list import find_article_or_list, common_tlds, common_file_
sample_dir = 'webpage_samples'
models = ['deepseek-ai/DeepSeek-V2.5', 'Qwen/Qwen2.5-Coder-32B-Instruct', 'Qwen/Qwen2.5-32B-Instruct', 'Qwen/Qwen2.5-14B-Instruct', 'Qwen/Qwen2.5-Coder-7B-Instruct']
secondary_mpdel = 'Qwen/Qwen2.5-7B-Instruct'
vl_model = ''
# secondary_model = 'Qwen/Qwen2.5-7B-Instruct' # recommended to use for source and publish date extraction
vl_model = 'OpenGVLab/InternVL2-26B'
async def generate_results(text, model, system_prompt, suffix_prompt) -> set:
lines = text.split('\n')
@ -31,9 +31,12 @@ async def generate_results(text, model, system_prompt, suffix_prompt) -> set:
print(f"warning: bad generate result")
text_batch = ''
continue
result = result[0].strip()
result = result.split('\n')
cache.update(result)
for item in result:
item = item.strip()
if not item:
continue
item = item.split('\n')
cache.update(item)
text_batch = ''
if text_batch:
@ -46,9 +49,12 @@ async def generate_results(text, model, system_prompt, suffix_prompt) -> set:
if not result:
print(f"warning: bad generate result")
return cache
result = result[0].strip()
result = result.split('\n')
cache.update(result)
for item in result:
item = item.strip()
if not item:
continue
item = item.split('\n')
cache.update(item)
return cache
@ -65,13 +71,13 @@ async def extract_info_from_img(text, link_dict) -> str:
if url in cache:
replace_text = cache[url]
else:
if any(url.lower().endswith(tld) for tld in common_tlds):
if any(url.lower().endswith(tld) or url.lower().endswith(tld + '/') for tld in common_tlds):
continue
if any(url.lower().endswith(ext) for ext in common_file_exts if ext not in ['jpg', 'jpeg', 'png']):
continue
llm_output = await llm([{"role": "user",
"content": [{"type": "image_url", "image_url": {"url": url, "detail": "high"}},
{"type": "text", "text": image_system}]}], model='OpenGVLab/InternVL2-26B')
{"type": "text", "text": image_system}]}], model=vl_model)
print(f"vl model output: \n{llm_output}\n")
replace_text = llm_output
cache[url] = replace_text
@ -108,16 +114,21 @@ async def main(link_dict, text, record_file, prompts):
hallucination_times += 1
continue
# 从item中提取[]中的url标记
url_tag = re.search(r'\[(.*?)]', item).group(1)
if url_tag not in link_dict:
url_tags = re.findall(r'\[url\d+]', item)
if not url_tags:
hallucination_times += 1
continue
result_url = link_dict[url_tag]
if any(result_url.lower().endswith(tld) for tld in common_tlds):
for url_tag in url_tags:
url_tag = url_tag[1:-1] # 去掉前后的[]
if url_tag not in link_dict:
hallucination_times += 1
continue
result_url = link_dict[url_tag]
if any(result_url.lower().endswith(tld) or result_url.lower().endswith(tld + '/') for tld in common_tlds):
continue
if any(result_url.lower().endswith(ext) for ext in common_file_exts):
if any(result_url.lower().endswith(ext) for ext in common_file_exts if ext not in ['jpg', 'jpeg', 'png']):
continue
final_result.add(item)
final_result.add(f'{item} {result_url}')
else:
result = json_repair.repair_json(item, return_objects=True)
if not isinstance(result, dict):
@ -129,12 +140,12 @@ async def main(link_dict, text, record_file, prompts):
if 'focus' not in result or 'content' not in result:
hallucination_times += 1
continue
if not result['content'].strip() or not result['focus'].strip():
if not result['content'] or not result['focus']:
hallucination_times += 1
continue
if result['focus'].startswith('#'):
result['focus'] = result['focus'][1:]
final_result.add(result)
final_result.add(f'{result}')
final_infos = '\n'.join(final_result)
@ -166,6 +177,7 @@ async def main(link_dict, text, record_file, prompts):
with open(record_file, 'a') as f:
f.write(f"llm model: {model}\n")
f.write(f"hallucination times: {hallucination_times}\n")
f.write(f"total results: {len(final_result)}\n")
f.write(f"total analysis time: {total_analysis_time}\n\n")
f.write(f"author and publish time(not formated): {ap_}\n")
f.write(f"infos(not formated): \n{final_infos}\n")
@ -177,7 +189,7 @@ async def main(link_dict, text, record_file, prompts):
if __name__ == '__main__':
dirs = os.listdir(sample_dir)
for _dir in dirs:
if not _dir.startswith('task0'):
if not _dir.startswith('task'):
continue
_path = os.path.join(sample_dir, _dir)
if not os.path.isdir(_path):

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@ -10,8 +10,7 @@ text_info_system = '''作为信息提取助手,你的任务是从给定的网
- 对于最终输出的信息请保证主体时间地点等关键要素的清晰明确为此可能需要综合上下文进行提取
- 如果提取的内容中包括类似<mp4>[url1]这样的片段务必保留'''
text_info_suffix = '''请先复述一遍关注点及其解释,再对原文逐行进行分析。
如果网页文本中包含关注点相关的内容请按照以下json格式输出提取的信息
text_info_suffix = '''请先复述一遍关注点及其解释再对原文进行分析。如果网页文本中包含关注点相关的内容请按照以下json格式输出提取的信息
{"focus": 关注点名称, "content": 提取的内容}
如果有多条相关信息请按一行一条的格式输出最终输出的结果整体用三引号包裹三引号内不要有其他内容如下是输出格式示例

4
test/reports/README.md Normal file
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@ -0,0 +1,4 @@
# index of reports
- [extract info from pics test](./extract_info_from_pics_test_20241222_bigbrother666/README.md) by bigbrother666 2024-12-22
- [wiseflow report](./wiseflow_report_20241223_bigbrother666/README.md) by bigbrother666 2024-12-23

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@ -0,0 +1,33 @@
# extract info from pics test
2024-12-22
by bigbrother666
## test solution
- Used [./vl_pic_test.py](./vl_pic_test.py) to test image information extraction capabilities of vision language models currently available on the siliconflow platform (test samples are images from Chinese webpages, see script for details).
- The main task is to extract text information from images as a supplement when webpage information is insufficient.
- Designed both Chinese and English prompts for testing.
## conclusion
Overall, OpenGVLab/InternVL2-26B performs best when using Chinese prompts.
## Detailed Test Results
| Model | Prompt Language | Missing Characters | Output Not Following Instructions | Recognition Errors | Hallucinations | Total Score | Rating |
|-------|----------------|-------------------|--------------------------|-------------------|----------------|--------------|---------|
| Qwen/Qwen2-VL-72B-Instruct | cn prompt | 2 | 1 | 3 | 0 | 6 | |
| | en prompt | 2 | 1 | 1 | 0 | 4 | 👍 |
| OpenGVLab/InternVL2-26B | cn prompt | 1 | 0 | 2 | 0 | 3 | 👍👍 |
| | en prompt | 0 | 2 | 3 | 0 | 5 | |
| Pro/Qwen/Qwen2-VL-7B-Instruct | cn prompt | 1 | 1 | 2 | 1 | 5 | |
| | en prompt | 0 | 2 | 3 | 0 | 5 | |
| Pro/OpenGVLab/InternVL2-8B | cn prompt | 3 | 2 | 2 | 0 | 7 | |
| | en prompt | 2 | 2 | 4 | 1 | 9 | |
| deepseek-ai/deepseek-vl2 | cn prompt | 1 | 1 | 1 | 1 | 4 | 👍 |
| | en prompt | 3 | 0 | 1 | 4 | 8 | |

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@ -0,0 +1,67 @@
# wiseflow testing report
2024-12-23
by bigbrother666
## summary
- task number: 4
- sample number: 10
- involved models: ['deepseek-ai/DeepSeek-V2.5', 'Qwen/Qwen2.5-Coder-32B-Instruct', 'Qwen/Qwen2.5-32B-Instruct', 'Qwen/Qwen2.5-14B-Instruct', 'Qwen/Qwen2.5-Coder-7B-Instruct']
- model provider: siliconflow api
## conclusion
Overall, Qwen2.5-32B-Instruct and DeepSeek-V2.5 perform significantly better than other evaluated models.
Comparatively, Qwen2.5-32B-Instruct tends to prioritize extraction accuracy, which may result in information omission; while DeepSeek-V2.5 tends to extract as much information as possible (while maintaining certain precision), which may lead to information redundancy.
Two interesting points:
- Due to its smaller parameter size, Qwen2.5-Coder-7B-Instruct cannot understand the focus requirements well. It tends to extract all available information, but can still maintain stable output format as required by the prompt (comparatively, Qwen2.5-7B-Instruct often fails to follow the instructed output format, and even Qwen2.5-14B-Instruct tends to deviate from the instructed format). Therefore, if you don't mind mixing in excessive irrelevant information, Qwen2.5-Coder-7B-Instruct could be a cost-effective choice;
- DeepSeek-V2.5 performs remarkably well in focus information extraction and relevant link selection, but performs poorly in author and publish date extraction, even worse than Qwen2.5-7B-Instruct. The latter, while performing worse than Qwen2.5-Coder-7B-Instruct in information extraction tasks, excels at author and publish date extraction, so I would recommend using it as a secondary model.
## Detailed Test Results
| sample | DeepSeek-V2.5👍 | Qwen2.5-Coder-32B-Instruct | Qwen2.5-32B-Instruct👍 | Qwen2.5-14B-Instruct | Qwen2.5-Coder-7B-Instruct |
|--------|---------------|---------------------------|---------------------|---------------------|--------------------------|
| ab9447 | 3 | 5 | 6 | 22 | 3 |
| 53e552 | 6 | 9 | 6 | 0 | 4 |
| 8c1617 | 1 | 0 | 1 | 0 | 3 |
| eca076 | 0 | 0 | 0 | 0 | 7 |
| ffffe4 | 0 | 7 | 0 | 3 | 0 |
| 3958ab | 0 | 0 | 0 | 0 | 1 |
| 9c76f8 | 7 | 18 | 14 | 13 | 23 |
| e8c97c | 17 | 8 | 7 | 22 | 56 |
| 29229b | 12 | 11 | 4 | 29 | 14 |
| 407948 | 3 | 14 | 2 | 2 | 5 |
| total | 49 | 72 | 40 | 91 | 116 |
| cost | 0.143 | 0.126 | 0.1099 | 0.0646 | 0 |
- Scores represent the number of times the output deviated from human expectations, including omissions, extraction errors, and hallucinations, so lower scores are better.
- Cost unit is ¥, all evaluations use siliconflow api, according to siliconflow official pricing.
deepseek-ai/DeepSeek-V2.5: ¥1.33 / M Tokens
Qwen/Qwen2.5-Coder-32B-Instruct: ¥1.26 / M Tokens
Qwen/Qwen2.5-32B-Instruct: ¥1.26 / M Tokens
Qwen/Qwen2.5-14B-Instruct: ¥0.7 / M Tokens
Qwen/Qwen2.5-Coder-7B-Instruct: 0 / M Tokens (Limited time free)
| Model | Prompt Language | Missing Characters | Not Following Instructions | Recognition Errors | Hallucinations | Total Score | Rating |
|-------|----------------|-------------------|--------------------------|-------------------|----------------|--------------|---------|
| Qwen/Qwen2-VL-72B-Instruct | cn prompt | 2 | 1 | 3 | 0 | 6 | |
| | en prompt | 2 | 1 | 1 | 0 | 4 | 👍 |
| OpenGVLab/InternVL2-26B | cn prompt | 1 | 0 | 2 | 0 | 3 | 👍👍 |
| | en prompt | 0 | 2 | 3 | 0 | 5 | |
| Pro/Qwen/Qwen2-VL-7B-Instruct | cn prompt | 1 | 1 | 2 | 1 | 5 | |
| | en prompt | 0 | 2 | 3 | 0 | 5 | |
| Pro/OpenGVLab/InternVL2-8B | cn prompt | 3 | 2 | 2 | 0 | 7 | |
| | en prompt | 2 | 2 | 4 | 1 | 9 | |
| deepseek-ai/deepseek-vl2 | cn prompt | 1 | 1 | 1 | 1 | 4 | 👍 |
| | en prompt | 3 | 0 | 1 | 4 | 8 | |

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@ -0,0 +1,10 @@
{
"input_0": {
"input": {
"type": "text",
"values": [
"id=_PageBar_Index_0 size=4 style=width:25px;height:15px; margin-top: 2px;border:0;border-bottom:1px solid black;background:#fff;text-align: center; onkeyup=value=value.replace(/\\D/g,'')"
]
}
}
}

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@ -0,0 +1,133 @@
{
"url0": "https://www.gd121.cn/js/scrolltop/img/scrolltop.png",
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-png[url0]
-png[url1]
今天是2024年12月22日
登录/注册
-广东气象png[url2]
-你的冷暖在我心中png[url3]
1. 首页[url18] 2. 预警[url19]
珠三角
广州[url20]
深圳[url21]
佛山[url22]
东莞[url23]
中山[url24]
珠海[url25]
惠州[url26]
江门[url27]
肇庆[url28]
粤东
汕头[url29]
潮州[url30]
揭阳[url31]
汕尾[url32]
粤西
湛江[url33]
茂名[url34]
阳江[url35]
云浮[url36]
粤北
韶关[url37]
清远[url38]
梅州[url39]
河源[url40] 3. 珠三角
广州[url20]
深圳[url21]
佛山[url22]
东莞[url23]
中山[url24]
珠海[url25]
惠州[url26]
江门[url27]
肇庆[url28] 4. 粤东
汕头[url29]
潮州[url30]
揭阳[url31]
汕尾[url32] 5. 粤西
湛江[url33]
茂名[url34]
阳江[url35]
云浮[url36] 6. 粤北
韶关[url37]
清远[url38]
梅州[url39]
河源[url40] 7. 天气[url41]
雷达[url42]
云图[url43]
海洋[url44]
台风[url45]
旅游天气[url46]
机场&车站[url47]
高清图集[url48]
视频[url49] 8. 雷达[url42] 9. 云图[url43] 10. 海洋[url44] 11. 台风[url45] 12. 旅游天气[url46] 13. 机场&车站[url47] 14. 高清图集[url48] 15. 视频[url49] 16. 服务[url50] 17. 科普[url51] 18. 互动[url52]
预约天气
用户反馈[url53]
实景上传[url54]
用户中心[url55] 19. 预约天气 20. 用户反馈[url53] 21. 实景上传[url54] 22. 用户中心[url55] 23. 共享[url56]
资讯
>气象资讯
1. 冬至又有冷空气入粤[url57]
2024-12-19 12:56:16 2. 冷空气频繁 广东干冷天气持续[url58]
2024-12-18 13:02:25 3. 冷空气持续补充,广东晴燥天气持续[url59]
2024-12-17 12:46:13 4. 广东维持干燥 早晚寒冷[url60]
2024-12-16 12:41:10 5. 冻感十足的广东,未来几天部分地区最低气温跌破零度[url61]
2024-12-15 12:15:44 6. 冷空气持续补充影响,我省维持干燥天气早晚寒冷[url62]
2024-12-14 11:55:15 7. 冷空气持续补充 广东今明气温继续下降[url63]
2024-12-13 14:44:21 8. 冷空气持续补充影响,广东气温逐日小幅下降[url64]
2024-12-12 11:34:08 9. 冷空气今日到达广东 未来几天气温逐日下降[url65]
2024-12-11 14:42:01 10. 前方冷空气们在排队了,这次“冻”真格![url66]
2024-12-10 13:00:10 11. 新一股冷空气11日起影响广东[url67]
2024-12-09 14:48:38 12. 7-9日广东大部晴到多云早晚寒凉[url68]
2024-12-07 11:35:30 13. 周末广东气温继续下降[url69]
2024-12-06 13:10:35 14. 7-8日中等强度冷空气影响广东[url70]
2024-12-05 14:51:50 15. 本周末中等强度冷空气入粤[url71]
2024-12-04 11:48:22 16. 未来两天天气平稳4-6日两股冷空气到访[url72]
2024-12-03 13:19:09 17. 广东云量增多气温上升[url73]
2024-12-02 11:58:23 18. 未来三天广东天气干燥,早晚寒冷[url74]
2024-12-01 13:32:44 19. 未来几天广东天晴干燥,注意补水[url75]
2024-11-30 12:22:53 20. 未来三天广东天晴干燥 气温缓升[url76]
2024-11-29 14:33:31
应急响应
更多>>[url79]
-广东省气象局结束气象灾害暴雨Ⅳ级应急响应jpg[url4][url80]
广东省气象局结束气象灾害(暴雨...
6月12日到14日珠江三角洲市县、粤西大部分市县出现了暴雨到大暴雨局部特大暴雨。预计15日...
[详情][url81]
1. 广东省气象局启动气象灾害(暴雨)Ⅳ级...[url82] 2. 广东省气象局结束气象灾害(暴雨)Ⅱ级...[url83] 3. 广东省气象局结束气象灾害(台风)Ⅲ级...[url84] 4. 广东省气象局启动气象灾害(暴雨)Ⅱ级...[url85] 5. 广东省气象局升级气象灾害(台风)应急...[url86] 6. 广东省气象局启动气象灾害(台风)Ⅳ级...[url87] 7. 广东省气象局结束气象灾害(寒冷)Ⅲ级...[url88]
热点专题
更多>>[url89]
1. -2022年5.12全国防灾减灾日jpg[url5][url90] 2. -中国天然氧吧龙门、揭西、连山、新兴jpg[url6][url91]
1. 1 2. 2
综合消息
更多>>[url92]
1. 7-8日广东大部仍有强降水[url93] 2. 7号台风“查帕卡&rdq...[url94] 3. 18-20日广东多云有雾 21-24...[url95] 4. 12-15日广东大部天晴 早晚寒凉[url96] 5. 11日广东将有一次强对流天气过程[url97] 6. 三天内广东大部降水频繁 粤北山区需防...[url98]
应急科普
更多>>[url99]
-都市中遇到洪水怎么办png[url7][url100]
自然灾害[url101]
都市中遇到洪水怎么办[url102]
-中国疾控中心提示春节期间应做好传染病防御png[url8][url103]
公共卫生[url104]
中国疾控中心提示:春节期间应做好传染病防御[url105]
-购买、使用消防产品不容马虎png[url9][url106]
社会安全[url107]
购买、使用消防产品不容马虎[url108]
-森林火险预警信号gif[url10][url109]
预警信号[url110]
森林火险预警信号[url111]
-天气插件gif[url11][url112]
天气插件[url113]
形式多样,强大的自定义功能,为您的网站量身定做个性化预警插件。
-数据接口gif[url12][url114]
数据接口[url115]
我们会为您们提供最权威、最真实、最及时、最全面的数据服务与共享。
-停课铃APPgif[url13][url116]
停课铃APP[url117]
广东省气象局官方客户端,提供全省停课信号、天气预警、天气查询等服务。
-缤纷微天气gif[url14][url118]
缤纷微天气[url119]
微信小程序,提供基于位置的天气预报、预警服务。
预警信息[url120]
|
公众服务[url121]
|
应急科普[url122]
|
政策法规[url123]
|
数据共享[url124]
|
服务渠道[url125]
-png[url15][url126]
友情链接:
广东省气象局网站[url127]
|
粤港澳大湾区天气网站[url128]
联系电话020-87664716
地址广东省广州市天河区东莞庄路312号
-gif[url16]
 
粤ICP备05011356号[url129]
  
-gif[url17]
 
粤公网安备 44010402001842号[url130]
 ©广东省气象公共服务中心版权所有  |  技术支持数鹏通LinkCM科技
  

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@ -0,0 +1,7 @@
content_judge: 2263
special_url_count: 112
arcile_or_list_judge: 0.049491825011047284
************
raw materials: ab9447

View File

@ -1097,75 +1097,3 @@ more urls:
微信小程序,提供基于位置的天气预报、预警服务。
cost0.0725
************
raw materials: 3d274c
llm model: Qwen/Qwen2-VL-72B-Instruct
hallucination times: 2
total analysis time: 7.546638011932373
author and publish time(not formated): {'source': '学习强国', 'publish_date': '2024年12月17日'}
infos(not formated): []
more urls:
天冷脂肪多更保暖?真相来了
------------
llm model: OpenGVLab/InternVL2-26B
hallucination times: 5
total analysis time: 7.500505208969116
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024-12-17'}
infos(not formated): []
more urls:
天冷脂肪多更保暖?真相来了!
来源:中国天气网
责编:孙雪萌
审核:郭圣群 张恒
------------
llm model: TeleAI/TeleMM
hallucination times: 3
total analysis time: 3.687187910079956
author and publish time(not formated): {}
infos(not formated): []
more urls: set()
------------
llm model: Pro/Qwen/Qwen2-VL-7B-Instruct
hallucination times: 2
total analysis time: 5.731669902801514
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024年12月17日'}
infos(not formated): []
more urls:
天冷脂肪多更保暖?真相来了!
------------
llm model: Pro/OpenGVLab/InternVL2-8B
hallucination times: 7
total analysis time: 4.302519083023071
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024年12月17日'}
infos(not formated): []
more urls:
都说冬天瘦子羡慕胖胖的人,因为觉得不怕冷,毕竟比别人多了一层“肉香”抵御严寒。脂肪多就等于抗冻吗?戳视频赶快了解下。
来源:中国天气网
责编:孙雪萌
审校:郭圣群 张恒
------------
llm model: OpenGVLab/InternVL2-Llama3-76B
hallucination times: 3
total analysis time: 12.28525710105896
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024-12-17'}
infos(not formated): []
more urls:
天冷脂肪多更保暖?真相来了!
都说冬天瘦子羡慕胖胖的人,因为觉得不怕冷,毕竟比别人多了一层“肉香”抵御严寒。脂肪多就等于抗冻吗?戳视频赶快了解下。
------------

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@ -0,0 +1,127 @@
focus statement:
#广州市的冷空气预警信息
解释仅限2024年12月及以后
#深圳市的冷空气预警信息
解释仅限2024年12月及以后
#广东全省的台风预警
解释仅限2024年的信息
raw materials: ab9447
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 2
total analysis time: 64.09128189086914
author and publish time(not formated): {'source': '广东省气象公共服务中心', 'publish_date': '2024年12月22日'}
infos(not formated):
2024-12-05 14:51:50 15. 本周末中等强度冷空气入粤[url71] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938fc87eee3a2a.shtml
2024-12-10 13:00:10 11. 新一股冷空气11日起影响广东[url67] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aa2d54233aa0.shtml
2024-12-16 12:41:10 5. 冻感十足的广东,未来几天部分地区最低气温跌破零度[url61] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c88781563b7c.shtml
7号台风“查帕卡&rdq...[url94] https://www.gd121.cn/zx/zhxx/ff8080817a75a9a2017abcdfd97f01bd.shtml
1. 冬至又有冷空气入粤[url57] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193dd4610be3c10.shtml
2024-12-09 14:48:38 12. 7-9日广东大部晴到多云早晚寒凉[url68] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939f2fccbc3a6b.shtml
2024-12-15 12:15:44 6. 冷空气持续补充影响,我省维持干燥天气早晚寒冷[url62] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c33926013b52.shtml
2024-12-17 12:46:13 4. 广东维持干燥 早晚寒冷[url60] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193cdc5262a3ba4.shtml
2024-12-14 11:55:15 7. 冷空气持续补充 广东今明气温继续下降[url63] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193bec2d8183b24.shtml
2024-12-12 11:34:08 9. 冷空气今日到达广东 未来几天气温逐日下降[url65] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b473fce73adb.shtml
2024-12-03 13:19:09 17. 广东云量增多气温上升[url73] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938584f2273a00.shtml
2024-12-06 13:10:35 14. 7-8日中等强度冷空气影响广东[url70] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939596d4903a41.shtml
2024-12-02 11:58:23 18. 未来三天广东天气干燥,早晚寒冷[url74] https://www.gd121.cn/zx/qxzx/ff8080818a06a656019380b4f77d39e6.shtml
2024-12-11 14:42:01 10. 前方冷空气们在排队了,这次“冻”真格![url66] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aef0633d3ab4.shtml
2024-12-07 11:35:30 13. 周末广东气温继续下降[url69] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939a607a933a59.shtml
2. 冷空气频繁 广东干冷天气持续[url58] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d825534f3be1.shtml
3. 冷空气持续补充,广东晴燥天气持续[url59] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d2f022fb3bbb.shtml
2024-12-13 14:44:21 8. 冷空气持续补充影响,广东气温逐日小幅下降[url64] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b8ee572f3af6.shtml
2024-11-30 12:22:53 20. 未来三天广东天晴干燥 气温缓升[url76] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193769fe4f2399d.shtml
2024-12-01 13:32:44 19. 未来几天广东天晴干燥,注意补水[url75] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601937b4ea6d539d0.shtml
2024-12-04 11:48:22 16. 未来两天天气平稳4-6日两股冷空气到访[url72] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938af540583a14.shtml
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
total analysis time: 21.707175254821777
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024年12月22日'}
infos(not formated):
2024-12-05 14:51:50 15. 本周末中等强度冷空气入粤[url71] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938fc87eee3a2a.shtml
2024-12-13 14:44:21 8. 冷空气持续补充影响,广东气温逐日小幅下降[url64] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b8ee572f3af6.shtml
2024-12-06 13:10:35 14. 7-8日中等强度冷空气影响广东[url70] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939596d4903a41.shtml
2024-12-10 13:00:10 11. 新一股冷空气11日起影响广东[url67] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aa2d54233aa0.shtml
2024-12-15 12:15:44 6. 冷空气持续补充影响,我省维持干燥天气早晚寒冷[url62] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c33926013b52.shtml
2024-12-17 12:46:13 4. 广东维持干燥 早晚寒冷[url60] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193cdc5262a3ba4.shtml
冷空气频繁 广东干冷天气持续[url58] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d825534f3be1.shtml
2024-12-02 11:58:23 18. 未来三天广东天气干燥,早晚寒冷[url74] https://www.gd121.cn/zx/qxzx/ff8080818a06a656019380b4f77d39e6.shtml
2024-12-07 11:35:30 13. 周末广东气温继续下降[url69] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939a607a933a59.shtml
2024-12-16 12:41:10 5. 冻感十足的广东,未来几天部分地区最低气温跌破零度[url61] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c88781563b7c.shtml
冷空气持续补充,广东晴燥天气持续[url59] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d2f022fb3bbb.shtml
2024-12-09 14:48:38 12. 7-9日广东大部晴到多云早晚寒凉[url68] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939f2fccbc3a6b.shtml
2024-12-14 11:55:15 7. 冷空气持续补充 广东今明气温继续下降[url63] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193bec2d8183b24.shtml
2024-12-04 11:48:22 16. 未来两天天气平稳4-6日两股冷空气到访[url72] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938af540583a14.shtml
2024-12-12 11:34:08 9. 冷空气今日到达广东 未来几天气温逐日下降[url65] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b473fce73adb.shtml
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 5
total analysis time: 12.083251953125
author and publish time(not formated): {'source': '广东省气象公共服务中心', 'publish_date': '2024年12月22日'}
infos(not formated):
2024-12-05 14:51:50 15. 本周末中等强度冷空气入粤[url71] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938fc87eee3a2a.shtml
2024-12-13 14:44:21 8. 冷空气持续补充影响,广东气温逐日小幅下降[url64] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b8ee572f3af6.shtml
2024-12-06 13:10:35 14. 7-8日中等强度冷空气影响广东[url70] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939596d4903a41.shtml
2024-12-10 13:00:10 11. 新一股冷空气11日起影响广东[url67] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aa2d54233aa0.shtml
2024-12-15 12:15:44 6. 冷空气持续补充影响,我省维持干燥天气早晚寒冷[url62] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c33926013b52.shtml
2024-12-18 13:02:25 3. 冷空气持续补充,广东晴燥天气持续[url59] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d2f022fb3bbb.shtml
2024-12-02 11:58:23 18. 未来三天广东天气干燥,早晚寒冷[url74] https://www.gd121.cn/zx/qxzx/ff8080818a06a656019380b4f77d39e6.shtml
2024-12-11 14:42:01 10. 前方冷空气们在排队了,这次“冻”真格![url66] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aef0633d3ab4.shtml
2024-12-07 11:35:30 13. 周末广东气温继续下降[url69] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939a607a933a59.shtml
2024-12-16 12:41:10 5. 冻感十足的广东,未来几天部分地区最低气温跌破零度[url61] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c88781563b7c.shtml
2024-12-19 12:56:16 2. 冷空气频繁 广东干冷天气持续[url58] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d825534f3be1.shtml
2024-12-09 14:48:38 12. 7-9日广东大部晴到多云早晚寒凉[url68] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939f2fccbc3a6b.shtml
2024-12-14 11:55:15 7. 冷空气持续补充 广东今明气温继续下降[url63] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193bec2d8183b24.shtml
2024-12-04 11:48:22 16. 未来两天天气平稳4-6日两股冷空气到访[url72] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938af540583a14.shtml
2024-12-12 11:34:08 9. 冷空气今日到达广东 未来几天气温逐日下降[url65] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b473fce73adb.shtml
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 6
total analysis time: 14.643909692764282
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-22'}
infos(not formated):
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 1
total analysis time: 12.746936082839966
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024年12月22日'}
infos(not formated):
2024-12-05 14:51:50 15. 本周末中等强度冷空气入粤[url71] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938fc87eee3a2a.shtml
2024-12-10 13:00:10 11. 新一股冷空气11日起影响广东[url67] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aa2d54233aa0.shtml
2024-12-16 12:41:10 5. 冻感十足的广东,未来几天部分地区最低气温跌破零度[url61] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c88781563b7c.shtml
7-8日广东大部仍有强降水[url93] https://www.gd121.cn/zx/zhxx/ff8080818a06a656018a6dbc39560290.shtml
7号台风“查帕卡&rdq...[url94] https://www.gd121.cn/zx/zhxx/ff8080817a75a9a2017abcdfd97f01bd.shtml
2024-12-09 14:48:38 12. 7-9日广东大部晴到多云早晚寒凉[url68] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939f2fccbc3a6b.shtml
2024-12-15 12:15:44 6. 冷空气持续补充影响,我省维持干燥天气早晚寒冷[url62] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c33926013b52.shtml
2024-12-17 12:46:13 4. 广东维持干燥 早晚寒冷[url60] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193cdc5262a3ba4.shtml
-冷空气持续补充,广东晴燥天气持续[url59] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d2f022fb3bbb.shtml
三天内广东大部降水频繁 粤北山区需防...[url98] https://www.gd121.cn/zx/zhxx/ff808081706d37470171438addf4052e.shtml
粤公网安备 44010402001842号[url130] http://www.beian.gov.cn/portal/registerSystemInfo?recordcode=44010402001842
2024-12-14 11:55:15 7. 冷空气持续补充 广东今明气温继续下降[url63] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193bec2d8183b24.shtml
2024-12-12 11:34:08 9. 冷空气今日到达广东 未来几天气温逐日下降[url65] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b473fce73adb.shtml
12-15日广东大部天晴 早晚寒凉[url96] https://www.gd121.cn/zx/zhxx/ff808081706d374701716c94668c062a.shtml
2024-12-06 13:10:35 14. 7-8日中等强度冷空气影响广东[url70] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939596d4903a41.shtml
2024-12-02 11:58:23 18. 未来三天广东天气干燥,早晚寒冷[url74] https://www.gd121.cn/zx/qxzx/ff8080818a06a656019380b4f77d39e6.shtml
2024-12-11 14:42:01 10. 前方冷空气们在排队了,这次“冻”真格![url66] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aef0633d3ab4.shtml
2024-12-07 11:35:30 13. 周末广东气温继续下降[url69] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939a607a933a59.shtml
11日广东将有一次强对流天气过程[url97] https://www.gd121.cn/zx/zhxx/ff808081706d374701715cf0535405d5.shtml
2024-12-13 14:44:21 8. 冷空气持续补充影响,广东气温逐日小幅下降[url64] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b8ee572f3af6.shtml
-冷空气频繁 广东干冷天气持续[url58] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d825534f3be1.shtml
2024-12-01 13:32:44 19. 未来几天广东天晴干燥,注意补水[url75] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601937b4ea6d539d0.shtml
-冬至又有冷空气入粤[url57] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193dd4610be3c10.shtml
2024-12-04 11:48:22 16. 未来两天天气平稳4-6日两股冷空气到访[url72] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938af540583a14.shtml
************

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@ -0,0 +1,37 @@
focus statement:
#广州市的冷空气预警信息
解释仅限2024年12月及以后
#深圳市的冷空气预警信息
解释仅限2024年12月及以后
#广东全省的台风预警
解释仅限2024年的信息
raw materials: ab9447
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 2
total results: 17
total analysis time: 10.884798049926758
author and publish time(not formated): {'source': '广东省气象局', 'publish_date': '2024-12-22'}
infos(not formated):
2024-12-11 14:42:01 10. 前方冷空气们在排队了,这次“冻”真格![url66] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aef0633d3ab4.shtml
2024-12-04 11:48:22 16. 未来两天天气平稳4-6日两股冷空气到访[url72] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938af540583a14.shtml
2024-12-16 12:41:10 5. 冻感十足的广东,未来几天部分地区最低气温跌破零度[url61] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c88781563b7c.shtml
冬至又有冷空气入粤[url57] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193dd4610be3c10.shtml
2024-12-12 11:34:08 9. 冷空气今日到达广东 未来几天气温逐日下降[url65] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b473fce73adb.shtml
2024-12-14 11:55:15 7. 冷空气持续补充 广东今明气温继续下降[url63] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193bec2d8183b24.shtml
冷空气频繁 广东干冷天气持续[url58] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d825534f3be1.shtml
2024-12-09 14:48:38 12. 7-9日广东大部晴到多云早晚寒凉[url68] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939f2fccbc3a6b.shtml
2024-12-13 14:44:21 8. 冷空气持续补充影响,广东气温逐日小幅下降[url64] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193b8ee572f3af6.shtml
2024-12-17 12:46:13 4. 广东维持干燥 早晚寒冷[url60] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193cdc5262a3ba4.shtml
2024-12-07 11:35:30 13. 周末广东气温继续下降[url69] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939a607a933a59.shtml
2024-12-06 13:10:35 14. 7-8日中等强度冷空气影响广东[url70] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601939596d4903a41.shtml
12-15日广东大部天晴 早晚寒凉[url96] https://www.gd121.cn/zx/zhxx/ff808081706d374701716c94668c062a.shtml
冷空气持续补充,广东晴燥天气持续[url59] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193d2f022fb3bbb.shtml
2024-12-15 12:15:44 6. 冷空气持续补充影响,我省维持干燥天气早晚寒冷[url62] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193c33926013b52.shtml
2024-12-10 13:00:10 11. 新一股冷空气11日起影响广东[url67] https://www.gd121.cn/zx/qxzx/ff8080818a06a6560193aa2d54233aa0.shtml
2024-12-05 14:51:50 15. 本周末中等强度冷空气入粤[url71] https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938fc87eee3a2a.shtml
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【新兴领域党建】四战并进,全方位攻坚新兴领域党建全覆盖
广富邻
2024年12月03日 17:35
上海
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新兴领域党建全覆盖不仅是攻坚战,更是持久战、攻心战、协同战。为推动广富林街道新兴领域全覆盖攻坚行动走深走实,用“铁脚板”丈量民意,凝“新”聚力,广富林街道在首轮“攻坚战”初战告捷的基础上,集中火力,乘胜追击,以持续打好后续三大“保卫战”,保障“攻坚战”大获全胜,全面胜利。
强化“责任包保”硬任务,打好“持久战”
走访联系不是突击战不能毕其功于一役必须常抓不懈融入日常。为深化走访调研街道近期召开新一轮全覆盖走访推进会议。对常态化走访进行再部署对包保机制进行再完善对网格协同力量进行再赋能对走访过程中发现的问题进行再研究。自11月初以来对地铁沿线、商圈景点、大学城、快递外卖驿站等新业态、新就业群体开展新一轮集中再走访2430家出动协同力量990人次发放一信、一卡、一海报等宣传资料7500份。开展政策服务、防诈骗宣传等服务2500人次收集意见建议11条其中街区自行解决5条流转街道6条。其中已解决2条正在解决7条确保全覆盖走访工作在街区落地生根开花结果。
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用好“四带四到”传家宝,打好“攻心战”
全覆盖走访,不仅要走进街头巷尾,更要走进心坎心头。为此,广富林街道用好“四带四到”传家宝,即:带着上级精神带着感情责任带着任务清单带着初心实干实现责任到人全参与走访到户全覆盖服务到底全记录考评到位全运用。为了让“小个专”商户第一时间找得到党组织在他们需要的时候伸出援手给予帮助双创科技街区党支部主动跨前以点对点加微信好友的方式密切联络。在不到一个月的时间里街区党组织书记朋友圈人数正成倍增长迅速扩容。双创科技党支部书记石爱明自豪地说截止目前成功添加两企三新微信好友548个。更是开设了双创科技街区公众号、视频号工作有了更多的抓手针对“骑手”关心的异地就医、医保报销等高频问题商贸服务街区党支部联合社区事务受理中心开展暖新共建提供政策解读和手把手指导服务针对新小区人车分流骑手“进门难”生态文化街区党支部借力富林议事厅协调社区在小区两个进门处专门设置了“快递外卖进出捷径路线图”并录制了视频导引同时安排保安人员对进小区的“小哥”进行现场指引实现了居民安全和“小哥”便捷的双兼顾较好地解决了这一问题。通过“零距离”接触、“面对面”沟通、“心贴心”交流让服务更加暖心更拉进了心与心的距离。
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打通“流程优化”关键点,打胜“协同战”
为赋能街区治理,破解瓶颈难题,打通基层治理“最后一公里”,在全覆盖攻坚行动中,广富林街道建立了《调研走访问题流转单》机制。但在实施过程中,存在沟通不顺、渠道不畅、协同不够、机制不转等问题,为打通裉节堵点,研究制定《广富林街道调研走访问题流转单流程指引》,通过“五步流转法”实时接单、精准派单、多方议单、跟踪督单、评估结单,提升问题诉求响应效率,实现多部门联动,全链条闭环管理,让每一单都“不落单”。
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全覆盖走访没有结束,只有新的开始。广富林街道将接续发力,推动全覆盖攻坚走深走实,持续走出党组织的引领力,街区的向心力,群众凝聚力。
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供稿:广富林街道社会工作办
编辑:松江区融媒体中心广富林街道分中心
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庆祝澳门回归祖国25周年大会暨澳门特别行政区第六届政府就职典礼隆重举行 习近平出席并发表重要讲话
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001 论坚持和发展中国特色社会主义
002 论中国梦
003 论马克思
004 论坚定理想信念
005 论中国精神
006 论“五位一体”和“四个全面”
007 论“四个自信”
008 论全面建成小康社会
009 论全面深化改革
010 论全面依法治国
011 论全面从严治党
012 论经济建设
013 论新发展理念
014 论经济新常态与供给侧结构性改革
015 论“三农”工作和乡村振兴战略
016 论海洋强国
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习近平乘专机离开澳门
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习近平出席庆祝澳门回归祖国25周年大会暨澳门特别行政区第六届政府就职典礼并发表重要讲话
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《习近平谈治国理政》第四卷
聚焦主责主业 打造大刊名刊
切实筑牢祖国北方重要生态安全屏障
在推进中华民族共同体建设中作示范
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宪法精神大家谈|李忠夏:时代精神在宪法中得到充分体现
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创新案例|党建引领绘就民族团结社区新画卷的经验与启示
党建网微平台
2024年12月20日 14:00
北京
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坚持党建引领 绘就民族团结社区新画卷
宁夏回族自治区吴忠市利通区委组织部、区委宣传部
2020年6月8日习近平总书记来到宁夏回族自治区吴忠市利通区金花园社区了解社区党建工作、民族团结社区创建和为民服务工作情况同社区志愿者代表亲切交谈。近年来金花园社区牢记习近平总书记殷切嘱托坚持以“大党建”引领基层微治理不断创新治理机制、工作载体着力提升社区治理和为民服务水平绘就民族团结社区新画卷。金花园社区先后获得“全国先进基层党组织”“全国民族团结进步模范集体”等多项荣誉。
基本情况
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金花园社区成立于2002年有居民5025户、1万余人其中回、满、蒙古、藏等少数民族约占总人口的45%。近年来,为破解老年人口多、公共基础设施老化、居民需求多样化等问题,社区深入学习贯彻习近平总书记考察宁夏时的重要讲话精神,以为居民提供更加精细化、精准化的服务为目标,以党建引领基层治理为抓手,全面推动资源整合、力量融合、功能聚合,切实增强社区治理能力,不断提升群众的获得感、幸福感和安全感。
主要做法
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1.坚持党建引领,使治理能力强起来。
织密组织链条。建立“社区党委—网格党支部—楼栋党小组—楼道红管家”4级组织架构在4个规模小区、3个散居楼院和580个商户中组建网格党支部4个、楼栋党小组12个、红色业委会5个让治理触角向更小单元延伸。加强自身建设。通过“请进来指导走出去培训”帮助社区工作者开眼界、拓思路、长经验。依托“擂台比武”“导师帮带”等机制规范落实差异化考核管理制度着力提升社区工作者在应急处突、矛盾化解、为民服务等方面的能力。延伸服务阵地。改造提升社区党群服务中心打造社区日间照料中心和老年饭桌。“见缝插针”利用空间统筹闲置用房等资源打造“红领之家”网格驿站、红色暖“新”服务驿站等将社区阵地延伸至小区确保居民不出小区就能找到组织、享受到服务。
2.聚焦队伍建设,将多元力量统起来。
壮大骨干力量。注重把政治立场坚定、有为民服务情怀的党员选聘为网格党支部书记、党小组组长动员128名在职党员、退休党员、直管党员主动担任单元红管家、参与红色业委会、组建先锋管家团持续充实网格力量引导广大党员群众深度参与社区治理让党员亮相在网格、发挥作用在网格。依托“民主议政日”“板凳会”“廊庭会”等议事平台协商解决居民停车难、污水管网破损、高空甩线等民生问题切实打通为民服务“最后一米”。用好共建资源。持续巩固社区“联合党委”共驻共建机制严格落实“平战转换”“一书三单”机制254名在职党员充分发挥“双报到双服务”作用。广泛开展党员亮身份、亮承诺活动13家共建单位聚焦网格公共服务、民生事项累计投入40余万元为居民解决路灯亮化等民生实事90余件、圆梦居民“微心愿”280余个形成共驻共建、共治共享治理格局。培育专业力量。创新建立社区党组织领办社会组织模式社区党组织牵头注册成立社会组织已培育孵化“织悦坊”“启心家庭教育”等5个社区社会组织整合社会工作者、社会组织、志愿者以及社区慈善力量等多方资源聚焦“一老一小”等重点群体提供亲职家庭辅导、心理咨询、手工编织等多元化服务60余项有效提升网格专业化、精细化治理水平。
3.做实精准服务,把服务质效提起来。
公共服务更便捷。金花园社区始终把公共服务与居民需求拧成“一股绳”整合社区党群服务中心、社区新时代文明实践站及周边药店、商超、餐厅、学校等生活配套服务点打造以社区为圆心、步行15分钟为半径的“15分钟便民生活圈”为居民提供党务、政务、便民服务等32项服务内容让全年龄段的居民都能在社区便利生活。网格服务更精准。以服务优化促治理提升紧紧围绕“精细化管理、零距离服务”的网格理念在社区内划分12个网格分别设网格长和专职网格员网格事务实行包干负责制把网格员公示在单元门口把职责任务和服务承诺亮晒在楼道中让群众随时随地看得见、找得到。通过党员代办、认领微心愿、制作“七彩便民卡条”等方式为小区居民提供养老认证、医保代办、水电费代交等贴心服务解决群众“急难愁盼”问题。志愿服务更精细。持续深化“兰花芬芳”志愿品牌大力开展“行胜于言”志愿服务、阵地建设便民服务、为民办事暖心服务等志愿服务活动。组建“五朵金花”宣讲队、“红管家”志愿者服务队、“手拉手”法律咨询队、“红袖章”巡逻队、“铁班长”志愿服务队等7支志愿服务队伍400余名志愿者通过上门服务、定点服务、集中服务等方式把群众需求与服务点对点结合常态化为群众提供便民理发、家电维修等服务在社区内形成“有时间当志愿者、有困难找志愿者”的良好氛围。
4.推进民族团结,让居民幸福感满起来。
持续深化宣传教育。金花园社区自觉把铸牢中华民族共同体意识融入各项服务工作中,精心打造“总书记来到咱们家”红色教育基地,组建“社区理论宣讲轻骑兵”,推出《总书记来到咱们家》等歌曲,广泛开展各类宣讲活动,引领带动各族群众在文化、社会等方面广泛交往交流交融。精心打造“石榴籽议事厅”和文化长廊,深入开展“重温红色教育 重走视察路线”等系列主题宣讲活动通过“兰花大妈”志愿者带头开展“流动式示范式”的志愿服务宣讲、热心党员开展“方言式话家常”的接地气宣讲、党员开展“面对面广场板凳会”的微宣讲等多种形式切实把总书记对各族群众的亲切关怀、对社区发展的殷切希望讲给社区居民。积极开展文化活动。结合春节、元宵节、端午节、中秋节等中华民族传统节日组织开展“迎新春民族团结文艺汇演”“欢乐庆元宵联谊活动”“粽香满园话情谊”“花儿唱响新生活大合唱”等精彩纷呈的主题文化活动让各族群众交到知心朋友、成为和睦邻居在交往交流交融中铸牢中华民族共同体意识。连续开展20届“社区邻居节”借助邻里百家宴、茶话会、文艺演出等载体让各族群众像亲人一样聚在一起共享百家宴、共唱邻里歌、共叙邻里情凝聚起共建幸福美好家园的强大合力。发挥典型引领作用。坚持选树身边典型、用好身边典型涵养和谐社区风尚。在社区内持续开展“身边好人”“好媳妇”“好婆婆”“美德少年”等群众性评选表彰宣传活动和“民族团结模范楼栋”“民族团结进步先进个人”评选等活动实现表扬一批、影响一批、带动一批进一步唱响铸牢中华民族共同体意识主旋律。
经验启示
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1.必须坚持和加强党的全面领导。
习近平总书记强调:“始终坚持党的领导,不断巩固各民族团结奋斗的共同思想政治基础。中国共产党是中国特色社会主义事业的领导核心,是各族人民最可靠的主心骨。”随着经济社会的发展,社区居民构成日益复杂,居民诉求也趋向多元,社区成为社会各类群体的交汇点、社会矛盾的集聚点、社会治理的着力点,各种问题和矛盾错综复杂,必须靠党来总揽全局、协调各方,确保城市基层和谐稳定、人民安居乐业。网格是城市治理的最小单元,只有把党的全面领导融入网格建设和基层治理的各方面,以党的建设贯穿、引领和保障网格治理,才能推动各项工作落细落实。
2.必须牢牢把握铸牢中华民族共同体意识这一主线。
习近平总书记强调:“各族人民都要把中华民族共同体意识牢记心间、融入血液,共守祖国疆土、共建美好家园,让民族团结进步之花越开越绚烂。”金花园社区党委始终坚持以习近平新时代中国特色社会主义思想为引领,深入学习贯彻习近平总书记关于加强和改进民族工作的重要思想,牢牢把握铸牢中华民族共同体意识这一主线,扎实开展各项工作,以精准服务提升居民幸福感,以文化活动增进居民认同感,不断促进各民族交往交流交融,让各民族居民像石榴籽一样紧紧抱在一起。
3.必须牢固树立以人民为中心的发展思想。
人民立场是中国共产党的根本政治立场,以人民为中心体现了我们党全心全意为人民服务的根本宗旨。金花园社区始终坚持“围着需求转、服务赢点赞”,针对社会主要矛盾转变,顺应社区居民“需求端”的新变化,推动社区服务“供给侧改革”,以党建促发展、以党建促民生、以党建促团结、以党建促治理。在做优社区服务的基础上,依靠组织力量、组织网络把社会资源撬动起来,让群众参与其中,用群众去引领群众、服务群众,不断增强群众获得感、幸福感。
4.必须加强组织体系建设。
城市基层党建是一项复杂的系统工程,仅仅依靠社区党组织的力量是有限的。要突破以社区抓社区、靠基层抓基层的思维局限,坚持纵向四级联动、横向互联互动,结合实际不断健全“县(市、区)、乡(镇)、社区、网格”组织体系,充分发挥党组织牵引作用,广泛推动各共建单位、各类组织、各方力量参与到社区治理中。要坚持把党的组织覆盖和工作覆盖延伸至基层治理的“神经末梢”,充分发挥党的组织优势、组织功能和组织力量,从而进一步提升城市基层党建工作质效。
来源2024年第12期《党建》杂志
监制:苗遂奇
审核:王群星
责编:赵瑞熙
校对:赵明月
制作:赵明月
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佛山市顺德区:“四力”齐发 助推新质生产力发展
广东社会工作发布
2024年12月18日 19:44
广东
佛山市顺德区坚持党建引领,强化政治领导力、组织覆盖力、人才凝聚力、发展推动力,加强“
两企三新
”党建工作,实现党的组织和工作在企业更全更广泛的覆盖,有力助推新质生产力发展。
强化政治领导力
为发展新质生产力把牢方向
引领思想共识。
发挥区镇党校平台优势创新性开办区“两新”组织党校每年度培训“两新”党组织书记及党务工作者超40期、超2000人次凝聚全区党群发展共识。
引领发展定力。
增强党组织的政治功能,大力宣传新质生产力理论,引导全区上下坚持工业立区、科技强区不动摇。
引领红色动能。
持续加强企业党组织建设,充分发挥企业党员先锋模范作用,在推动新质生产力发展中开展科技攻关、市场拓展,确保顺德制造业高质量发展基业长青。
强化组织覆盖力
为发展新质生产力强基固本
构建“区域+行业+产业链”党建新格局。
聚焦区域党建推动园区党建工作“五同步”。
顺利推动伦教珠宝时尚产业园等6个园区党组织成立企业党组织班子成员与企业管理层交叉任职比例达90%其中书记担任高管的有80%。
聚焦行业党建压实行业党委责任。
在压实11个行业党委党建责任的基础上建成非公经济组织党建示范点49个其中3个获评省级示范点。截至目前全区建成超1600个“两新”党组织党的组织覆盖和工作覆盖更全更广泛。
聚焦产业链党建实现链上资源高效配置。
发挥智能家电、机器人、预制菜等产业链党委作用推动支部建在产业链、服务聚在产业链、问题解在产业链。比如区智能机器人产业链党委组织银企对接活动15场对接金融机构10家为200多家链上企业授信4.9亿元。区预制菜产业链党委组织180家链上企业组团参加首届中国国际预制菜产业大会达成意向合作金额10.6亿元。
强化人才凝聚力
为发展新质生产力提供支撑
坚持党管人才原则。
完善高层次人才入党培养联系机制实行高层次人才入党全流程管理做到成熟一个发展一个发展一个带动一片。近三年发展制造业企业党员1275名200%完成市指导性计划。
实施党员人才“双转化”。
深化“红色顺企青蓝工程”18名党员民营企业家与36名青年企业家结对培养一批有情怀、有视野、懂管理的青年民营企业家。选派首批5名村社区党组织书记到上市公司挂职锻炼运用基层实践经验助力企业新质生产力发展。
培育科技攻关党员先锋队。
全区企业共建有党员科技攻关队70多支突破技术难题240个带动全区获得发明专利授权5000余件。以联塑集团科技攻关党员先锋队为题材拍摄《我们在海上建牧场》成为全省唯一入选第十七届全国党员教育电视片观摩交流活动获奖作品。
凝聚新就业群体向心力。
与工会联合共建27家暖“新”驿站发动暑期少年儿童托管志愿服务以“基础托管+特色活动+参观研学+心理辅导”为新就业群体子女提供14场活动服务超800多人为快递小哥、网约车司机、户外劳动者等新就业群体提供多元化暖心服务。
强化发展推动力
为发展新质生产力蓄势赋能
坚持“有求必应、无事不扰”服务理念。
持续开展“政企共建促发展”活动活动开展以来有26个机关党组织帮助企业破解加快上市融资等难题67个“政企共建促发展”经验获央视新闻联播报道。
推行“门口办”“指尖办”服务模式。
在大企业门口设立党建服务站为美的集团、碧桂园集团提供党员组织关系迁转、档案管理等20多项服务。上线390项“指尖办”涉企审批服务事项为企业提供更便捷高效的指尖服务。
树立“马上就办、办就办好”行动自觉。
整合工业项目报建全流程审批事项简化为“一件事”审批事项压缩近40%推动47个项目“拿地即开工”更快更高效服务企业发展。
来源:佛山市顺德区委社会工作部
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解释:社区活动、社区课堂、居民活动、物业管理、业主自治、楼组建设、小区微更新、文明养宠、楼组长、团队建设、居委会标准化建设、美丽楼组、僵尸车、全岗通、小区充电桩、电动自行车、“五大委员会”工作、社区民主协商、一居一品、事实项目、社区治理效能、“四百”走访大调研、社区难点、社区痛点、赋能社区工作者这些方面的信息
raw materials: 53e552
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 0
total results: 6
total analysis time: 13.022423267364502
author and publish time(not formated): {'source': '广富林街道社会工作办', 'publish_date': '2024-12-03'}
infos(not formated):
{'focus': '社区治理效能', 'content': '双创科技党支部书记石爱明自豪地说截止目前成功添加两企三新微信好友548个。更是开设了双创科技街区公众号、视频号工作有了更多的抓手针对“骑手”关心的异地就医、医保报销等高频问题商贸服务街区党支部联合社区事务受理中心开展暖新共建提供政策解读和手把手指导服务针对新小区人车分流骑手“进门难”生态文化街区党支部借力富林议事厅协调社区在小区两个进门处专门设置了“快递外卖进出捷径路线图”并录制了视频导引同时安排保安人员对进小区的“小哥”进行现场指引实现了居民安全和“小哥”便捷的双兼顾较好地解决了这一问题。'}
{'focus': '社区治理效能', 'content': '为赋能街区治理,破解瓶颈难题,打通基层治理‘最后一公里’,在全覆盖攻坚行动中,广富林街道建立了《调研走访问题流转单》机制。但在实施过程中,存在沟通不顺、渠道不畅、协同不够、机制不转等问题,为打通裉节堵点,研究制定《广富林街道调研走访问题流转单流程指引》,通过‘五步流转法’实时接单、精准派单、多方议单、跟踪督单、评估结单,提升问题诉求响应效率,实现多部门联动,全链条闭环管理,让每一单都‘不落单’。'}
{'focus': '社区治理效能', 'content': '广富林街道将接续发力,推动全覆盖攻坚走深走实,持续走出党组织的引领力,街区的向心力,群众凝聚力。'}
{'focus': '社区治理效能', 'content': '全覆盖走访,不仅要走进街头巷尾,更要走进心坎心头。为此,广富林街道用好“四带四到”传家宝,即:带着上级精神,带着感情责任,带着任务清单,带着初心实干,实现责任到人全参与,走访到户全覆盖,服务到底全记录,考评到位全运用。'}
{'focus': '社区治理效能', 'content': '为推动广富林街道新兴领域全覆盖攻坚行动走深走实,用“铁脚板”丈量民意,凝“新”聚力,广富林街道在首轮“攻坚战”初战告捷的基础上,集中火力,乘胜追击,以持续打好后续三大“保卫战”,保障“攻坚战”大获全胜,全面胜利。'}
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author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
{'focus': '社区治理效能', 'content': '习近平在视察驻澳门部队时强调 全面加强部队建设 提高履行防务能力 为继续开创具有澳门特色的‘一国两制’实践新局面作出更大贡献'}
{'focus': '社区治理', 'content': '云南曲靖沾益区:网格管理精细化 提升基层治理效能'}
{'focus': '社区治理效能', 'content': '‘学习强国’学习平台科学教育采编部纪事'}
************
raw materials: bfa721
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 0
total results: 23
total analysis time: 102.12229490280151
author and publish time(not formated): {'source': '党建网微平台', 'publish_date': '2024-12-20'}
infos(not formated):
{'focus': '社区治理', 'content': '为破解老年人口多、公共基础设施老化、居民需求多样化等问题,社区深入学习贯彻习近平总书记考察宁夏时的重要讲话精神,以为居民提供更加精细化、精准化的服务为目标,以党建引领基层治理为抓手,全面推动资源整合、力量融合、功能聚合,切实增强社区治理能力,不断提升群众的获得感、幸福感和安全感。'}
{'focus': '社区治理', 'content': '精心打造“总书记来到咱们家”红色教育基地,组建“社区理论宣讲轻骑兵”,推出《总书记来到咱们家》等歌曲,广泛开展各类宣讲活动,引领带动各族群众在文化、社会等方面广泛交往交流交融。'}
{'focus': '社区治理', 'content': '金花园社区始终把公共服务与居民需求拧成“一股绳”整合社区党群服务中心、社区新时代文明实践站及周边药店、商超、餐厅、学校等生活配套服务点打造以社区为圆心、步行15分钟为半径的“15分钟便民生活圈”为居民提供党务、政务、便民服务等32项服务内容让全年龄段的居民都能在社区便利生活。'}
{'focus': '社区治理', 'content': '织密组织链条。建立“社区党委—网格党支部—楼栋党小组—楼道红管家”4级组织架构在4个规模小区、3个散居楼院和580个商户中组建网格党支部4个、楼栋党小组12个、红色业委会5个让治理触角向更小单元延伸。'}
{'focus': '社区治理', 'content': '金花园社区牢记习近平总书记殷切嘱托,坚持以“大党建”引领基层微治理,不断创新治理机制、工作载体,着力提升社区治理和为民服务水平,绘就民族团结社区新画卷。'}
{'focus': '社区治理', 'content': '创新建立社区党组织领办社会组织模式社区党组织牵头注册成立社会组织已培育孵化“织悦坊”“启心家庭教育”等5个社区社会组织整合社会工作者、社会组织、志愿者以及社区慈善力量等多方资源聚焦“一老一小”等重点群体提供亲职家庭辅导、心理咨询、手工编织等多元化服务60余项有效提升网格专业化、精细化治理水平。'}
{'focus': '社区治理', 'content': '组建“五朵金花”宣讲队、“红管家”志愿者服务队、“手拉手”法律咨询队、“红袖章”巡逻队、“铁班长”志愿服务队等7支志愿服务队伍400余名志愿者通过上门服务、定点服务、集中服务等方式把群众需求与服务点对点结合常态化为群众提供便民理发、家电维修等服务在社区内形成“有时间当志愿者、有困难找志愿者”的良好氛围。'}
{'focus': '社区治理', 'content': '以服务优化促治理提升紧紧围绕“精细化管理、零距离服务”的网格理念在社区内划分12个网格分别设网格长和专职网格员网格事务实行包干负责制把网格员公示在单元门口把职责任务和服务承诺亮晒在楼道中让群众随时随地看得见、找得到。'}
{'focus': '社区治理', 'content': '持续深化“兰花芬芳”志愿品牌,大力开展“行胜于言”志愿服务、阵地建设便民服务、为民办事暖心服务等志愿服务活动。'}
{'focus': '社区治理', 'content': '连续开展20届“社区邻居节”借助邻里百家宴、茶话会、文艺演出等载体让各族群众像亲人一样聚在一起共享百家宴、共唱邻里歌、共叙邻里情凝聚起共建幸福美好家园的强大合力。'}
{'focus': '社区治理', 'content': '城市基层党建是一项复杂的系统工程,仅仅依靠社区党组织的力量是有限的。要突破以社区抓社区、靠基层抓基层的思维局限,坚持纵向四级联动、横向互联互动,结合实际不断健全“县(市、区)、乡(镇)、社区、网格”组织体系,充分发挥党组织牵引作用,广泛推动各共建单位、各类组织、各方力量参与到社区治理中。要坚持把党的组织覆盖和工作覆盖延伸至基层治理的“神经末梢”,充分发挥党的组织优势、组织功能和组织力量,从而进一步提升城市基层党建工作质效。'}
{'focus': '社区治理', 'content': '持续巩固社区“联合党委”共驻共建机制严格落实“平战转换”“一书三单”机制254名在职党员充分发挥“双报到双服务”作用。'}
{'focus': '社区治理', 'content': '金花园社区始终坚持“围着需求转、服务赢点赞”,针对社会主要矛盾转变,顺应社区居民“需求端”的新变化,推动社区服务“供给侧改革”,以党建促发展、以党建促民生、以党建促团结、以党建促治理。在做优社区服务的基础上,依靠组织力量、组织网络把社会资源撬动起来,让群众参与其中,用群众去引领群众、服务群众,不断增强群众获得感、幸福感。'}
{'focus': '社区治理', 'content': '结合春节、元宵节、端午节、中秋节等中华民族传统节日,组织开展“迎新春民族团结文艺汇演”“欢乐庆元宵联谊活动”“粽香满园话情谊”“花儿唱响新生活大合唱”等精彩纷呈的主题文化活动,让各族群众交到知心朋友、成为和睦邻居,在交往交流交融中铸牢中华民族共同体意识。'}
{'focus': '社区治理', 'content': '加强自身建设。通过“请进来指导+走出去培训”,帮助社区工作者开眼界、拓思路、长经验。依托“擂台比武”“导师帮带”等机制,规范落实差异化考核管理制度,着力提升社区工作者在应急处突、矛盾化解、为民服务等方面的能力。'}
{'focus': '社区治理', 'content': '依托“民主议政日”“板凳会”“廊庭会”等议事平台协商解决居民停车难、污水管网破损、高空甩线等民生问题,切实打通为民服务“最后一米”。'}
{'focus': '社区治理', 'content': '金花园社区党委始终坚持以习近平新时代中国特色社会主义思想为引领,深入学习贯彻习近平总书记关于加强和改进民族工作的重要思想,牢牢把握铸牢中华民族共同体意识这一主线,扎实开展各项工作,以精准服务提升居民幸福感,以文化活动增进居民认同感,不断促进各民族交往交流交融,让各民族居民像石榴籽一样紧紧抱在一起。'}
{'focus': '社区治理', 'content': '注重把政治立场坚定、有为民服务情怀的党员选聘为网格党支部书记、党小组组长动员128名在职党员、退休党员、直管党员主动担任单元红管家、参与红色业委会、组建先锋管家团持续充实网格力量引导广大党员群众深度参与社区治理让党员亮相在网格、发挥作用在网格。'}
{'focus': '社区治理', 'content': '精心打造“石榴籽议事厅”和文化长廊,深入开展“重温红色教育 重走视察路线”等系列主题宣讲活动,通过“兰花大妈”志愿者带头开展“流动式+示范式”的志愿服务宣讲、热心党员开展“方言式+话家常”的接地气宣讲、党员开展“面对面+广场板凳会”的微宣讲等多种形式,切实把总书记对各族群众的亲切关怀、对社区发展的殷切希望讲给社区居民。'}
{'focus': '社区治理', 'content': '坚持选树身边典型、用好身边典型,涵养和谐社区风尚。在社区内持续开展“身边好人”“好媳妇”“好婆婆”“美德少年”等群众性评选表彰宣传活动和“民族团结模范楼栋”“民族团结进步先进个人”评选等活动,实现表扬一批、影响一批、带动一批,进一步唱响铸牢中华民族共同体意识主旋律。'}
{'focus': '社区治理', 'content': '延伸服务阵地。改造提升社区党群服务中心,打造社区日间照料中心和老年饭桌。“见缝插针”利用空间,统筹闲置用房等资源,打造“红领之家”网格驿站、红色暖“新”服务驿站等,将社区阵地延伸至小区,确保居民不出小区就能找到组织、享受到服务。'}
{'focus': '社区治理', 'content': '广泛开展党员亮身份、亮承诺活动13家共建单位聚焦网格公共服务、民生事项累计投入40余万元为居民解决路灯亮化等民生实事90余件、圆梦居民“微心愿”280余个形成共驻共建、共治共享治理格局。'}
{'focus': '社区治理', 'content': '通过党员代办、认领微心愿、制作“七彩便民卡条”等方式,为小区居民提供养老认证、医保代办、水电费代交等贴心服务,解决群众“急难愁盼”问题。'}
************
raw materials: ffffe4
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 8
total results: 0
total analysis time: 2.823572874069214
author and publish time(not formated): {'source': '《 人民日报 》', 'publish_date': '2024-10-28'}
infos(not formated):
************
raw materials: eca076
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 0
total results: 10
total analysis time: 16.187344789505005
author and publish time(not formated): {'source': '佛山市顺德区委社会工作部', 'publish_date': '2024-12-18'}
infos(not formated):
{'focus': '社区治理效能', 'content': '佛山市顺德区坚持党建引领,强化政治领导力、组织覆盖力、人才凝聚力、发展推动力,加强“两企三新”党建工作,实现党的组织和工作在企业更全更广泛的覆盖,有力助推新质生产力发展。'}
{'focus': '社区治理效能', 'content': '为发展新质生产力强基固本。聚焦行业党建压实行业党委责任。在压实11个行业党委党建责任的基础上建成非公经济组织党建示范点49个其中3个获评省级示范点。截至目前全区建成超1600个“两新”党组织党的组织覆盖和工作覆盖更全更广泛。'}
{'focus': '社区治理效能', 'content': '为发展新质生产力提供支撑。实施党员人才“双转化”。深化“红色顺企青蓝工程”18名党员民营企业家与36名青年企业家结对培养一批有情怀、有视野、懂管理的青年民营企业家。选派首批5名村社区党组织书记到上市公司挂职锻炼运用基层实践经验助力企业新质生产力发展。'}
{'focus': '社区治理', 'content': '整合工业项目报建全流程审批事项简化为“一件事”审批事项压缩近40%推动47个项目“拿地即开工”更快更高效服务企业发展。'}
{'focus': '社区治理效能', 'content': '为发展新质生产力强基固本。聚焦产业链党建实现链上资源高效配置。发挥智能家电、机器人、预制菜等产业链党委作用推动支部建在产业链、服务聚在产业链、问题解在产业链。比如区智能机器人产业链党委组织银企对接活动15场对接金融机构10家为200多家链上企业授信4.9亿元。区预制菜产业链党委组织180家链上企业组团参加首届中国国际预制菜产业大会达成意向合作金额10.6亿元。'}
{'focus': '社区治理', 'content': '持续开展“政企共建促发展”活动活动开展以来有26个机关党组织帮助企业破解加快上市融资等难题67个“政企共建促发展”经验获央视新闻联播报道。'}
{'focus': '社区治理效能', 'content': '为发展新质生产力提供支撑。坚持党管人才原则。完善高层次人才入党培养联系机制实行高层次人才入党全流程管理做到成熟一个发展一个发展一个带动一片。近三年发展制造业企业党员1275名200%完成市指导性计划。'}
{'focus': '社区治理效能', 'content': '为发展新质生产力把牢方向。引领思想共识。发挥区镇党校平台优势创新性开办区“两新”组织党校每年度培训“两新”党组织书记及党务工作者超40期、超2000人次凝聚全区党群发展共识。'}
{'focus': '社区治理效能', 'content': '为发展新质生产力强基固本。构建“区域+行业+产业链”党建新格局。聚焦区域党建推动园区党建工作“五同步”。顺利推动伦教珠宝时尚产业园等6个园区党组织成立企业党组织班子成员与企业管理层交叉任职比例达90%其中书记担任高管的有80%。'}
{'focus': '社区治理', 'content': '推行“门口办”“指尖办”服务模式。在大企业门口设立党建服务站为美的集团、碧桂园集团提供党员组织关系迁转、档案管理等20多项服务。上线390项“指尖办”涉企审批服务事项为企业提供更便捷高效的指尖服务。'}
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"url262": "https://36kr.com/motif/1756302767423108",
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"url265": "https://36kr.com/p/3087175585134728",
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"url267": "https://36kr.com/p/3087175585134728",
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"url271": "https://36kr.com/p/3087052296943753",
"url272": "https://36kr.com/p/3087052296943753",
"url273": "https://36kr.com/p/3087052296943753",
"url274": "https://36kr.com/motif/1756302767423108",
"url275": "https://36kr.com/user/10246630",
"url276": "https://36kr.com/information/web_recommend",
"url277": "https://36kr.com/p/3087158007168777",
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"url279": "https://36kr.com/p/3087158007168777",
"url280": "https://36kr.com/motif/327686029313",
"url281": "https://36kr.com/user/17104992",
"url282": "https://36kr.com/user/6004667",
"url283": "https://36kr.com/user/6004667",
"url284": "https://36kr.com/enterprises-list",
"url285": "https://q.36kr.com",
"url286": "https://36kr.com/station-business",
"url287": "https://36kr.com/seek-report-new",
"url288": "http://ir.36kr.com",
"url289": "https://36kr.com/pages/about",
"url290": "https://zhaopin.36kr.com",
"url291": "https://eu.36kr.com",
"url292": "https://eu.36kr.com/zh",
"url293": "https://eu.36kr.com/de",
"url294": "https://www.aicpb.com",
"url295": "https://36kr.com/refute-rumor-notice",
"url296": "https://36kr.com/hot-list/catalog",
"url297": "https://36kr.com/project",
"url298": "https://36kr.com/tags",
"url299": "https://36kr.com/nftags",
"url300": "https://www.aliyun.com/",
"url301": "https://www.volcengine.cn/",
"url302": "https://www.getui.com/cn/index.html",
"url303": "https://www.odaily.com",
"url304": "https://www.jingdata.com",
"url305": "https://www.krspace.cn",
"url306": "https://www.futunn.com/",
"url307": "https://www.36dianping.com/pk/",
"url308": "http://www.woshipm.com",
"url309": "https://www.36linkr.com",
"url310": "https://36kr.com/",
"url311": "https://www.aliyun.com/",
"url312": "https://www.12377.cn",
"url313": "https://beian.miit.gov.cn/#/Integrated/index",
"url314": "https://dxzhgl.miit.gov.cn/dxxzsp/xkz/xkzgl/resource/qiyesearch.jsp?num=%25E5%258C%2597%25E4%25BA%25AC%25E5%25A4%259A%25E6%25B0%25AA%25E4%25BF%25A1%25E6%2581%25AF%25E7%25A7%2591%25E6%258A%2580%25E6%259C%2589%25E9%2599%2590%25E5%2585%25AC%25E5%258F%25B8&type=xuke",
"url315": "http://www.beian.gov.cn/portal/registerSystemInfo?recordcode=11010502036099",
"url316": "https://weibo.com/wow36kr",
"url317": "https://36kr.com/rss-center",
"url318": "https://36kr.com/mform/1755983296602372"
}

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focus statement:
#大模型技术突破与创新
解释:包括新算法与模型,新的研究成果
#AI应用市场规模与增长预测
解释提供AI市场的最新统计数据、增长趋势和未来预测帮助读者了解行业发展方向的信息
#大模型落地行业应用趋势
解释分析大模型在各个行业如医疗、金融、制造、教育的应用现状和发展前景展示AI在实际业务中的价值。
#大模型企业应用案例
解释分享企业如何利用大模型提升效率、降低成本或创新产品的具体案例展示AI的实际效益。
#大模型创业故事
解释:介绍大模型初创公司的发展历程、融资情况和成功经验,激励创业者和投资者。
#好用的AI工具及其适用的范围和同类型工具的对比
raw materials: 9c76f8
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 3
total results: 24
total analysis time: 292.0451638698578
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
Ownership and Reusability of a Fine-Tuned Model Trained on Client Data—Who Controls It, and Can It Be Used for Other Clients? [closed][url44] https://stackoverflow.com/questions/79299020/ownership-and-reusability-of-a-fine-tuned-model-trained-on-client-data-who-contr
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/vllm
1. python[url82] 2. machine-learning[url83] 3. model[url84] 4. artificial-intelligence 5. training-data[url85] https://stackoverflow.com/questions/tagged/model
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/llama
large-language-model[url163] https://stackoverflow.com/questions/tagged/artificial-intelligence+large-language-model
Autoscaling resources for llm model [closed][url55] https://stackoverflow.com/questions/79297363/autoscaling-resources-for-llm-model
Newest artificial-intelligence questions feed[url190] https://stackoverflow.com/feeds/tag?tagnames=artificial-intelligence&sort=newest
Using Axolotl ai, OOM error while fine tuning [closed][url74] https://stackoverflow.com/questions/79292575/using-axolotl-ai-oom-error-while-fine-tuning
How do i specify index_name in llama-index MilvusVectorStore[url113] https://stackoverflow.com/questions/79287870/how-do-i-specify-index-name-in-llama-index-milvusvectorstore
How to Send Only Dynamic Part of a Prompt in OpenAI API to Optimize Token Usage?[url88] https://stackoverflow.com/questions/79290775/how-to-send-only-dynamic-part-of-a-prompt-in-openai-api-to-optimize-token-usage
How can I test the responses that an AI gives to a survey [closed][url107] https://stackoverflow.com/questions/79288025/how-can-i-test-the-responses-that-an-ai-gives-to-a-survey
1. python[url82] 2. machine-learning[url83] 3. model[url84] 4. artificial-intelligence 5. training-data[url85] https://stackoverflow.com/questions/tagged/python
1. artificial-intelligence 2. agent[url35] 3. pddl[url36] https://stackoverflow.com/questions/tagged/agent
Which are the most effective topic modelling algorithm for a very random text corpus? [closed][url120] https://stackoverflow.com/questions/79287858/which-are-the-most-effective-topic-modelling-algorithm-for-a-very-random-text-co
1. python[url82] 2. machine-learning[url83] 3. model[url84] 4. artificial-intelligence 5. training-data[url85] https://stackoverflow.com/questions/tagged/machine-learning
Seeking Advice on Implementing an AI-Based Image Search and Matching App [closed][url39] https://stackoverflow.com/questions/79299085/seeking-advice-on-implementing-an-ai-based-image-search-and-matching-app
How to make a correct prompt for "gpt-4o" vision API to find letters in an image? [closed][url101] https://stackoverflow.com/questions/79288815/how-to-make-a-correct-prompt-for-gpt-4o-vision-api-to-find-letters-in-an-image
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/large-language-model
I'm working on a python rag project. where I'm using milvus as vector database and using llama-index for setting up the project.[url113] https://stackoverflow.com/questions/79287870/how-do-i-specify-index-name-in-llama-index-milvusvectorstore
1. artificial-intelligence 2. agent[url35] 3. pddl[url36] https://stackoverflow.com/questions/tagged/pddl
PDDL check for conditionals[url34] https://stackoverflow.com/questions/79299405/pddl-check-for-conditionals
1. python[url82] 2. machine-learning[url83] 3. model[url84] 4. artificial-intelligence 5. training-data[url85] https://stackoverflow.com/questions/tagged/training-data
I am currently trying to use ChatGPT to expand the results of some survey-based research. My idea is to upload macroeconomic variables (such as the average spending power of the age group I am ...[url107] https://stackoverflow.com/questions/79288025/how-can-i-test-the-responses-that-an-ai-gives-to-a-survey
Send and get data from azure machine learning service[url93] https://stackoverflow.com/questions/79289217/send-and-get-data-from-azure-machine-learning-service
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llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
total results: 13
total analysis time: 43.71246790885925
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
computer-vision[url154] https://stackoverflow.com/questions/tagged/artificial-intelligence+computer-vision
neural-network[url142] https://stackoverflow.com/questions/tagged/artificial-intelligence+neural-network
large-language-model[url163] https://stackoverflow.com/questions/tagged/artificial-intelligence+large-language-model
Autoscaling resources for llm model [closed][url55] https://stackoverflow.com/questions/79297363/autoscaling-resources-for-llm-model
pytorch[url150] https://stackoverflow.com/questions/tagged/artificial-intelligence+pytorch
reinforcement-learning[url153] https://stackoverflow.com/questions/tagged/artificial-intelligence+reinforcement-learning
keras[url149] https://stackoverflow.com/questions/tagged/artificial-intelligence+keras
nlp[url147] https://stackoverflow.com/questions/tagged/artificial-intelligence+nlp
conv-neural-network[url155] https://stackoverflow.com/questions/tagged/artificial-intelligence+conv-neural-network
chatbot[url159] https://stackoverflow.com/questions/tagged/artificial-intelligence+chatbot
tensorflow[url144] https://stackoverflow.com/questions/tagged/artificial-intelligence+tensorflow
algorithm[url143] https://stackoverflow.com/questions/tagged/artificial-intelligence+algorithm
deep-learning[url145] https://stackoverflow.com/questions/tagged/artificial-intelligence+deep-learning
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 13
total results: 17
total analysis time: 19.6178617477417
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/llama
Ownership and Reusability of a Fine-Tuned Model Trained on Client Data—Who Controls It, and Can It Be Used for Other Clients? [closed][url44] https://stackoverflow.com/questions/79299020/ownership-and-reusability-of-a-fine-tuned-model-trained-on-client-data-who-contr
large-language-model[url163] https://stackoverflow.com/questions/tagged/artificial-intelligence+large-language-model
1. machine-learning[url68] 2. artificial-intelligence 3. reinforcement-learning[url69] 4. recommendation-engine[url70] 5. collaborative-filtering[url71] https://stackoverflow.com/questions/tagged/reinforcement-learning
https://www.kaggle.com/code/akshat08/axolotl[url75] https://stackoverflow.com/questions/tagged/python
How can I test the responses that an AI gives to a survey [closed][url107] https://stackoverflow.com/questions/79288025/how-can-i-test-the-responses-that-an-ai-gives-to-a-survey
1. reactjs[url62] 2. artificial-intelligence 3. openai-api[url63] 4. chatgpt-api[url64] https://stackoverflow.com/questions/tagged/openai-api
Which are the most effective topic modelling algorithm for a very random text corpus? [closed][url120] https://stackoverflow.com/questions/79287858/which-are-the-most-effective-topic-modelling-algorithm-for-a-very-random-text-co
1. machine-learning[url68] 2. artificial-intelligence 3. reinforcement-learning[url69] 4. recommendation-engine[url70] 5. collaborative-filtering[url71] https://stackoverflow.com/questions/tagged/recommendation-engine
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/vllm
1. machine-learning[url68] 2. artificial-intelligence 3. reinforcement-learning[url69] 4. recommendation-engine[url70] 5. collaborative-filtering[url71] https://stackoverflow.com/questions/tagged/machine-learning
I am trying to write a model to “translate” sign language in real time. I try to do this this way: https://github.com/dgovor/Sign-Language-Translator but with dataset. I am using ASL Citizen as[url82] https://stackoverflow.com/questions/tagged/python
How to Send Only Dynamic Part of a Prompt in OpenAI API to Optimize Token Usage?[url88] https://stackoverflow.com/questions/79290775/how-to-send-only-dynamic-part-of-a-prompt-in-openai-api-to-optimize-token-usage
1. machine-learning[url68] 2. artificial-intelligence 3. reinforcement-learning[url69] 4. recommendation-engine[url70] 5. collaborative-filtering[url71] https://stackoverflow.com/questions/tagged/collaborative-filtering
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/large-language-model
1. reactjs[url62] 2. artificial-intelligence 3. openai-api[url63] 4. chatgpt-api[url64] https://stackoverflow.com/questions/tagged/chatgpt-api
I'm working on a python rag project. where I'm using milvus as vector database and using llama-index for setting up the project.[url113] https://stackoverflow.com/questions/79287870/how-do-i-specify-index-name-in-llama-index-milvusvectorstore
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 30
total results: 18
total analysis time: 24.869983911514282
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
大模型技术突破与创新large-language-model[url163] https://stackoverflow.com/questions/tagged/artificial-intelligence+large-language-model
Asking ChatGPT API for questions and then for reviewing the answers I give him [closed][url61] https://stackoverflow.com/questions/79294509/asking-chatgpt-api-for-questions-and-then-for-reviewing-the-answers-i-give-him
-Umidjon Musaev's user avatarimg[url5][url59] https://stackoverflow.com/users/7461410/umidjon-musaev
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/llama
Umidjon Musaev[url60] https://stackoverflow.com/users/7461410/umidjon-musaev
artificial-intelligence 2. llama[url114] 3. llama-index[url115] 4. vector-database[url116] 5. milvus[url117] https://stackoverflow.com/questions/tagged/vector-database
Autoscaling resources for llm model [closed][url55] https://stackoverflow.com/questions/79297363/autoscaling-resources-for-llm-model
artificial-intelligence 2. openai-api[url102] 3. gpt-3[url103] 4. gpt-4[url104] https://stackoverflow.com/questions/tagged/openai-api
-Umidjon Musaev's user avatarimg[url5][url59] https://www.gravatar.com/avatar/9c36845fa8363d2ca571428faf5461a1?s=32&d=identicon&r=PG&f=y&so-version=2
artificial-intelligence 2. llama[url114] 3. llama-index[url115] 4. vector-database[url116] 5. milvus[url117] https://stackoverflow.com/questions/tagged/llama-index
artificial-intelligence 2. llama[url114] 3. llama-index[url115] 4. vector-database[url116] 5. milvus[url117] https://stackoverflow.com/questions/tagged/milvus
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/vllm
Which are the most effective topic modelling algorithm for a very random text corpus? [closed][url120] https://stackoverflow.com/questions/79287858/which-are-the-most-effective-topic-modelling-algorithm-for-a-very-random-text-co
How to make a correct prompt for "gpt-4o" vision API to find letters in an image? [closed][url101] https://stackoverflow.com/questions/79288815/how-to-make-a-correct-prompt-for-gpt-4o-vision-api-to-find-letters-in-an-image
artificial-intelligence 2. openai-api[url102] 3. gpt-3[url103] 4. gpt-4[url104] https://stackoverflow.com/questions/tagged/gpt-3
artificial-intelligence 2. llama[url114] 3. llama-index[url115] 4. vector-database[url116] 5. milvus[url117] https://stackoverflow.com/questions/tagged/llama
1. artificial-intelligence 2. large-language-model[url56] 3. llama[url57] 4. vllm[url58] https://stackoverflow.com/questions/tagged/large-language-model
artificial-intelligence 2. openai-api[url102] 3. gpt-3[url103] 4. gpt-4[url104] https://stackoverflow.com/questions/tagged/gpt-4
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 22
total results: 54
total analysis time: 33.23680591583252
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
neural-network[url142] https://stackoverflow.com/questions/tagged/artificial-intelligence+neural-network
c++[url157] https://stackoverflow.com/questions/tagged/artificial-intelligence%20c%2b%2b
Ownership and Reusability of a Fine-Tuned Model Trained on Client Data—Who Controls It, and Can It Be Used for Other Clients? [closed][url44] https://stackoverflow.com/questions/79299020/ownership-and-reusability-of-a-fine-tuned-model-trained-on-client-data-who-contr
search[url156] https://stackoverflow.com/questions/tagged/artificial-intelligence+search
-Hel4Dev's user avatarimg[url11][url99] https://stackoverflow.com/users/28827681/hel4dev
collaborative-filtering[url71] https://stackoverflow.com/questions/tagged/collaborative-filtering
javascript[url158] https://stackoverflow.com/questions/tagged/artificial-intelligence+javascript
machine-learning[url68] https://stackoverflow.com/questions/tagged/machine-learning
Proper System Message Construction in Chatbot[url48] https://stackoverflow.com/questions/79297501/proper-system-message-construction-in-chatbot
computer-vision[url154] https://stackoverflow.com/questions/tagged/artificial-intelligence+computer-vision
Asking ChatGPT API for questions and then for reviewing the answers I give him [closed][url61] https://stackoverflow.com/questions/79294509/asking-chatgpt-api-for-questions-and-then-for-reviewing-the-answers-i-give-him
heuristics[url164] https://stackoverflow.com/questions/tagged/artificial-intelligence+heuristics
large-language-model[url163] https://stackoverflow.com/questions/tagged/artificial-intelligence+large-language-model
Autoscaling resources for llm model [closed][url55] https://stackoverflow.com/questions/79297363/autoscaling-resources-for-llm-model
machine-learning[url141] https://stackoverflow.com/questions/tagged/artificial-intelligence+machine-learning
Newest artificial-intelligence questions feed[url190] https://stackoverflow.com/feeds/tag?tagnames=artificial-intelligence&sort=newest
conv-neural-network[url155] https://stackoverflow.com/questions/tagged/artificial-intelligence+conv-neural-network
Learn more about Collectives[url20] https://stackoverflow.com/collectives
java[url146] https://stackoverflow.com/questions/tagged/artificial-intelligence+java
How do i specify index_name in llama-index MilvusVectorStore[url113] https://stackoverflow.com/questions/79287870/how-do-i-specify-index-name-in-llama-index-milvusvectorstore
python-3.x[url152] https://stackoverflow.com/questions/tagged/artificial-intelligence+python-3.x
How to Send Only Dynamic Part of a Prompt in OpenAI API to Optimize Token Usage?[url88] https://stackoverflow.com/questions/79290775/how-to-send-only-dynamic-part-of-a-prompt-in-openai-api-to-optimize-token-usage
openai-api[url63] https://stackoverflow.com/questions/tagged/openai-api
How can I test the responses that an AI gives to a survey [closed][url107] https://stackoverflow.com/questions/79288025/how-can-i-test-the-responses-that-an-ai-gives-to-a-survey
Greater Validation Accuracy during training[url81] https://stackoverflow.com/questions/79291675/greater-validation-accuracy-during-training
recommendation-engine[url70] https://stackoverflow.com/questions/tagged/recommendation-engine
-Hel4Dev's user avatarimg[url11][url99] https://www.gravatar.com/avatar/cc92400fdb37966a4d13984fb68abaa9?s=32&d=identicon&r=PG&f=y&so-version=2
Learn more about Labs[url22] https://stackoverflow.co/labs/
-[url94] https://stackoverflow.com/collectives/azure
Hel4Dev[url100] https://stackoverflow.com/users/28827681/hel4dev
genetic-algorithm[url160] https://stackoverflow.com/questions/tagged/artificial-intelligence+genetic-algorithm
pytorch[url150] https://stackoverflow.com/questions/tagged/artificial-intelligence+pytorch
1. azure[url95] 2. azure-functions[url96] 3. artificial-intelligence 4. azure-machine-learning-service[url97] 5. azure-ai[url98] https://stackoverflow.com/questions/tagged/azure-ai
keras[url149] https://stackoverflow.com/questions/tagged/artificial-intelligence+keras
unity-game-engine[url161] https://stackoverflow.com/questions/tagged/artificial-intelligence+unity-game-engine
Which are the most effective topic modelling algorithm for a very random text corpus? [closed][url120] https://stackoverflow.com/questions/79287858/which-are-the-most-effective-topic-modelling-algorithm-for-a-very-random-text-co
Seeking Advice on Implementing an AI-Based Image Search and Matching App [closed][url39] https://stackoverflow.com/questions/79299085/seeking-advice-on-implementing-an-ai-based-image-search-and-matching-app
tensorflow[url144] https://stackoverflow.com/questions/tagged/artificial-intelligence+tensorflow
chatgpt-api[url64] https://stackoverflow.com/questions/tagged/chatgpt-api
How to make a correct prompt for "gpt-4o" vision API to find letters in an image? [closed][url101] https://stackoverflow.com/questions/79288815/how-to-make-a-correct-prompt-for-gpt-4o-vision-api-to-find-letters-in-an-image
algorithm[url143] https://stackoverflow.com/questions/tagged/artificial-intelligence+algorithm
deep-learning[url145] https://stackoverflow.com/questions/tagged/artificial-intelligence+deep-learning
1. azure[url95] 2. azure-functions[url96] 3. artificial-intelligence 4. azure-machine-learning-service[url97] 5. azure-ai[url98] https://stackoverflow.com/questions/tagged/azure-functions
c#[url148] https://stackoverflow.com/questions/tagged/artificial-intelligence+c%23
1. azure[url95] 2. azure-functions[url96] 3. artificial-intelligence 4. azure-machine-learning-service[url97] 5. azure-ai[url98] https://stackoverflow.com/questions/tagged/azure
Learn more about Teams[url21] https://stackoverflow.co/teams/
reinforcement-learning[url153] https://stackoverflow.com/questions/tagged/artificial-intelligence+reinforcement-learning
nlp[url147] https://stackoverflow.com/questions/tagged/artificial-intelligence+nlp
minimax[url151] https://stackoverflow.com/questions/tagged/artificial-intelligence+minimax
chatbot[url159] https://stackoverflow.com/questions/tagged/artificial-intelligence+chatbot
1. azure[url95] 2. azure-functions[url96] 3. artificial-intelligence 4. azure-machine-learning-service[url97] 5. azure-ai[url98] https://stackoverflow.com/questions/tagged/azure-machine-learning-service
reinforcement-learning[url69] https://stackoverflow.com/questions/tagged/reinforcement-learning
python[url140] https://stackoverflow.com/questions/tagged/artificial-intelligence+python
Send and get data from azure machine learning service[url93] https://stackoverflow.com/questions/79289217/send-and-get-data-from-azure-machine-learning-service
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raw materials: e8c97c
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 0
total results: 31
total analysis time: 55.898107051849365
author and publish time(not formated): {'source': '北京多氪信息科技有限公司', 'publish_date': '2011~2024'}
infos(not formated):
长视频与短视频的2024[url278] https://36kr.com/p/3087158007168777
o3突破 ARC-AGI 基准,博士级问题求解能力[url150] https://36kr.com/p/3087654394362243
第一批用上苹果AI的人已经后悔了[url119] https://36kr.com/p/3088295581481346
-36氪[url310] https://36kr.com/
快讯标签[url299] https://36kr.com/nftags
-[url316] https://weibo.com/wow36kr
-个推[url302] https://www.getui.com/cn/index.html
-火山引擎[url301] https://www.volcengine.cn/
-企服点评[url307] https://www.36dianping.com/pk/
在协作中学会如何优化自己的行为。[url192] https://36kr.com/p/3087954405325193
o3权威评测报告AI能力实现关键跃升但仍未达到AGI水平[url167] https://36kr.com/p/3088122103117959
京ICP备12031756号-6[url313] https://beian.miit.gov.cn/#/Integrated/index
文章标签[url298] https://36kr.com/tags
“AGI重要里程碑”[url228] https://36kr.com/p/3087594703943812
意见反馈[url318] https://36kr.com/mform/1755983296602372
AI+Emoji终于打了一场胜仗[url248] https://36kr.com/p/3087292469065863
-[url317] https://36kr.com/rss-center
阿里云[url311] https://www.aliyun.com/
京ICP证150143号[url314] https://dxzhgl.miit.gov.cn/dxxzsp/xkz/xkzgl/resource/qiyesearch.jsp?num=%25E5%258C%2597%25E4%25BA%25AC%25E5%25A4%259A%25E6%25B0%25AA%25E4%25BF%25A1%25E6%2581%25AF%25E7%25A7%2591%25E6%258A%2580%25E6%259C%2589%25E9%2599%2590%25E5%2585%25AC%25E5%258F%25B8&type=xuke
这就翻车了?[url120] https://36kr.com/p/3088295581481346
京公网安备11010502036099号[url315] http://www.beian.gov.cn/portal/registerSystemInfo?recordcode=11010502036099
-富途牛牛[url306] https://www.futunn.com/
通过ARC-AGI的测试并不等于实现了通用人工智能。[url168] https://36kr.com/p/3088122103117959
AI[url61] https://36kr.com/information/AI/
-阿里云[url300] https://www.aliyun.com/
OpenAI在年底通过o3系列的卓越表现重新杀回了铁王座。[url186] https://36kr.com/p/3088107741870215
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url149] https://36kr.com/p/3087654394362243
o3来了编程跻身人类全球前200破解陶哲轩说难的数学测试北大校友任泓宇现身直播间[url227] https://36kr.com/p/3087594703943812
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url148] https://36kr.com/p/3087654394362243
AI同时操控200个机器人任务成功率超90%,半数故障依然「能打」[url191] https://36kr.com/p/3087954405325193
当你以为AI发展放缓时OpenAI推出o3向AGI迈出关键一步[url185] https://36kr.com/p/3088107741870215
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llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
total results: 7
total analysis time: 25.0852632522583
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
o3突破 ARC-AGI 基准,博士级问题求解能力[url150] https://36kr.com/p/3087654394362243
“AGI重要里程碑”[url228] https://36kr.com/p/3087594703943812
AI同时操控200个机器人任务成功率超90%,半数故障依然「能打」[url191] https://36kr.com/p/3087954405325193
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url148] https://36kr.com/p/3087654394362243
o3来了编程跻身人类全球前200破解陶哲轩说难的数学测试北大校友任泓宇现身直播间[url227] https://36kr.com/p/3087594703943812
o3权威评测报告AI能力实现关键跃升但仍未达到AGI水平[url167] https://36kr.com/p/3088122103117959
当你以为AI发展放缓时OpenAI推出o3向AGI迈出关键一步[url185] https://36kr.com/p/3088107741870215
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 12
total results: 8
total analysis time: 7.475970983505249
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
o3突破 ARC-AGI 基准,博士级问题求解能力[url150] https://36kr.com/p/3087654394362243
AI+Emoji终于打了一场胜仗[url248] https://36kr.com/p/3087292469065863
o3来了编程跻身人类全球前200破解陶哲轩说难的数学测试北大校友任泓宇现身直播间[url227] https://36kr.com/p/3087594703943812
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url148] https://36kr.com/p/3087654394362243
AI同时操控200个机器人任务成功率超90%,半数故障依然「能打」[url191] https://36kr.com/p/3087954405325193
如视数字空间综合解决方案引领者[url283] https://36kr.com/user/6004667
o3权威评测报告AI能力实现关键跃升但仍未达到AGI水平[url167] https://36kr.com/p/3088122103117959
当你以为AI发展放缓时OpenAI推出o3向AGI迈出关键一步[url185] https://36kr.com/p/3088107741870215
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 13
total results: 22
total analysis time: 11.104120969772339
author and publish time(not formated): {'source': '北京多氪信息科技有限公司', 'publish_date': 'NA'}
infos(not formated):
来自主题人工智能·AI[url250]| https://36kr.com/motif/327686782977
长视频与短视频的2024[url278] https://36kr.com/p/3087158007168777
o3突破 ARC-AGI 基准,博士级问题求解能力[url150] https://36kr.com/p/3087654394362243
第一批用上苹果AI的人已经后悔了[url120] https://36kr.com/p/3088295581481346
90后独生子女把抑郁症父母送去精神科[url254] https://36kr.com/p/3087063959665031
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元img[url7][url148] https://36kr.com/p/3087654394362243
一件困难又要紧的事。[url255] https://36kr.com/p/3087063959665031
职场[url252] https://36kr.com/information/web_zhichang
-[url277] https://36kr.com/p/3087158007168777
当你以为AI发展放缓时OpenAI推出o3向AGI迈出关键一步[url186] https://36kr.com/p/3088107741870215
推荐[url276] https://36kr.com/information/web_recommend
长视频与短视频平台之间,也早已不再是你死我亡的战火硝烟,而是在发挥各自优势的同时向对方取径,携手满足观众不同层级、场景的精神需求。[url279] https://36kr.com/p/3087158007168777
“AGI重要里程碑”[url228] https://36kr.com/p/3087594703943812
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元img[url7][url148] https://img.36krcdn.com/hsossms/20241221/v2_7c85fa6cf15244c7b01989df9e9a2851@000000_oswg56173oswg1080oswg460_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
来自主题:后浪研究所[url274]| https://36kr.com/motif/1756302767423108
白鲸出海[url251] https://36kr.com/user/5372076
-[url253] https://36kr.com/p/3087063959665031
后浪研究所[url275] https://36kr.com/user/10246630
通过ARC-AGI的测试并不等于实现了通用人工智能。[url168] https://36kr.com/p/3088122103117959
AI[url61] https://36kr.com/information/AI/
o3来了编程跻身人类全球前200破解陶哲轩说难的数学测试北大校友任泓宇现身直播间[url227] https://36kr.com/p/3087594703943812
AI同时操控200个机器人任务成功率超90%,半数故障依然「能打」[url191] https://36kr.com/p/3087954405325193
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 1
total results: 70
total analysis time: 24.695602893829346
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
-[url81] https://36kr.com/local/xian
长视频与短视频的2024[url278] https://36kr.com/p/3087158007168777
-[url82] https://36kr.com/local/chongqing
o3突破 ARC-AGI 基准,博士级问题求解能力[url150] https://36kr.com/p/3087654394362243
-[url72] https://36kr.com/activity
-[url54] ttps://36kr.com/topics/799051634713857
-[url74] https://36kr.com/local/jiangsu
第一批用上苹果AI的人已经后悔了[url119] https://36kr.com/p/3088295581481346
向佐没疯,他赚疯了[url138] https://36kr.com/p/3087940258265473
本田日产,警惕出现“失意者联盟”[url209] https://36kr.com/p/3087906699311492
-[url69] https://36kr.com/live/channel
春节档有些过激了[url243] https://36kr.com/p/3087290228914563
全方位的全球化布局增加了企业运营的复杂度,但也正因如此,中国企业在国际市场能够建立起更具竞争力的业务模式。[url204] https://36kr.com/p/3086765895022729
宁德时代的梦想,储存在电池银行[url107] https://36kr.com/p/3088646341179523
-[url78] https://36kr.com/local/anhui
-婚纱女王卖了img[url4][url130] https://img.36krcdn.com/hsossms/20241221/v2_1c681a2060ce472d89c14d99b66431a8@000000_oswg167885oswg1536oswg722_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
-[url55] https://36kr.com/
冻梨卖爆、搓澡巾被抢,“神秘东北力量”席卷饮品圈[url197] https://36kr.com/p/3087949073086855
150亿造车新势力闪崩9位创始人全部跑路股价断崖下跌97%[url215] https://36kr.com/p/3087890137233544
-[url85] https://36kr.com/local/guizhou
1. -阿里云[url300] 2. -火山引擎[url301] 3. -高德 4. -个推[url302] 5. -星球日报[url303] 6. -鲸准[url304] 7. -氪空间[url305] 8. -富途牛牛[url306] 9. -企服点评[url307] 10. -人人都是产品经理[url308] 11. -领氪[url309] https://www.36dianping.com/pk/
1. -阿里云[url300] 2. -火山引擎[url301] 3. -高德 4. -个推[url302] 5. -星球日报[url303] 6. -鲸准[url304] 7. -氪空间[url305] 8. -富途牛牛[url306] 9. -企服点评[url307] 10. -人人都是产品经理[url308] 11. -领氪[url309] https://www.volcengine.cn/
是时候给春节档松绑了[url242] https://36kr.com/p/3087290228914563
大家重点关心的已不再是800万辆的销售规模而是后续的运营效率和潜在风险。[url210] https://36kr.com/p/3087906699311492
-[url15] https://36kr.com/usercenter/basicinfo
-第一批用上苹果AI的人已经后悔了img[url2][url118] https://36kr.com/p/3088295581481346
7家消费公司拿到新钱哈根达斯中国门店客流量下降「男版lululemon」Vuori首推新春系列 |创投大视野[url113] https://36kr.com/p/3088381180835968
-婚纱女王卖了img[url4][url130] https://36kr.com/p/3088295368030594
2024内娱第一「癫公」日入千万[url137] https://36kr.com/p/3087940258265473
-[url52] https://36kr.com/topics/799051634713857
出海周刊125期谁在越南挣到钱了/紧随Keeta美团小象超市和无人机业务也出海中东了[url203] https://36kr.com/p/3086765895022729
刚实现盈利就没钱了[url216] https://36kr.com/p/3087890137233544
-中国最大金表商要IPO了img[url3][url124] https://img.36krcdn.com/hsossms/20241221/v2_9a6d858952a544bf8dd7d5400c5288eb@000000_oswg156992oswg1536oswg722_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
-[url53] http://www.bjjubao.org.cn/node_1606.html
-宁德时代的梦想储存在电池银行img[url0][url106] https://36kr.com/p/3088646341179523
1. -阿里云[url300] 2. -火山引擎[url301] 3. -高德 4. -个推[url302] 5. -星球日报[url303] 6. -鲸准[url304] 7. -氪空间[url305] 8. -富途牛牛[url306] 9. -企服点评[url307] 10. -人人都是产品经理[url308] 11. -领氪[url309] https://www.futunn.com/
-[url75] https://36kr.com/local/sichuan
长视频与短视频平台之间,也早已不再是你死我亡的战火硝烟,而是在发挥各自优势的同时向对方取径,携手满足观众不同层级、场景的精神需求。[url279] https://36kr.com/p/3087158007168777
“AGI重要里程碑”[url228] https://36kr.com/p/3087594703943812
-中国最大金表商要IPO了img[url3][url124] https://36kr.com/p/3088308264761731
1. -阿里云[url300] 2. -火山引擎[url301] 3. -高德 4. -个推[url302] 5. -星球日报[url303] 6. -鲸准[url304] 7. -氪空间[url305] 8. -富途牛牛[url306] 9. -企服点评[url307] 10. -人人都是产品经理[url308] 11. -领氪[url309] https://www.getui.com/cn/index.html
AI+Emoji终于打了一场胜仗[url248] https://36kr.com/p/3087292469065863
-2024内娱第一「癫公」日入千万img[url5][url136] https://36kr.com/p/3087940258265473
-宁德时代的梦想储存在电池银行img[url0][url106] https://img.36krcdn.com/hsossms/20241221/v2_40c28bcceafc4905b8612d6dce7a6a2a@000000_oswg116731oswg1280oswg545_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
-刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元img[url7][url148] https://36kr.com/p/3087654394362243
这就翻车了?[url120] https://36kr.com/p/3088295581481346
如视数字空间综合解决方案引领者[url283] https://36kr.com/user/6004667
婚纱女王,卖了[url132] https://36kr.com/p/3088295368030594
中国最大金表商要IPO了[url125] https://36kr.com/p/3088308264761731
年入30亿+的毛绒玩具Build-A-Bear如何走出低谷[url233] https://36kr.com/p/3087382330062979
婚纱女王,卖了[url131] https://36kr.com/p/3088295368030594
1. -阿里云[url300] 2. -火山引擎[url301] 3. -高德 4. -个推[url302] 5. -星球日报[url303] 6. -鲸准[url304] 7. -氪空间[url305] 8. -富途牛牛[url306] 9. -企服点评[url307] 10. -人人都是产品经理[url308] 11. -领氪[url309] https://www.aliyun.com/
让电池成为“会生长的资产”。[url108] https://36kr.com/p/3088646341179523
-[url76] https://36kr.com/local/henan
-第一批用上苹果AI的人已经后悔了img[url2][url118] https://img.36krcdn.com/hsossms/20241221/v2_db5c77303254452c89beb1a781e7e4d6@000000_oswg37843oswg940oswg399_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
-[url70] https://36kr.com/video/
-[url71] https://36kr.com/topics/
当你以为AI发展放缓时OpenAI推出o3向AGI迈出关键一步[url185] https://36kr.com/p/3088107741870215
-[url84] https://36kr.com/local/hunan
-[url80] https://36kr.com/local/zhejiang
给饮品加点“东北味”更好卖?[url198] https://36kr.com/p/3087949073086855
OpenAI在年底通过o3系列的卓越表现重新杀回了铁王座。[url186] https://36kr.com/p/3088107741870215
-[url77] https://36kr.com/local/hubei
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url149] https://36kr.com/p/3087654394362243
o3来了编程跻身人类全球前200破解陶哲轩说难的数学测试北大校友任泓宇现身直播间[url227] https://36kr.com/p/3087594703943812
AI同时操控200个机器人任务成功率超90%,半数故障依然「能打」[url191] https://36kr.com/p/3087954405325193
-[url79] https://36kr.com/local/hainan
-7家消费公司拿到新钱哈根达斯中国门店客流量下降「男版lululemon」Vuori首推新春系列 |创投大视野img[url1][url112] https://36kr.com/p/3088381180835968
-刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元img[url7][url148] https://img.36krcdn.com/hsossms/20241221/v2_7c85fa6cf15244c7b01989df9e9a2851@000000_oswg56173oswg1080oswg460_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
-[url83] https://36kr.com/local/qingdao
************
raw materials: 29229b
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 2
total results: 43
total analysis time: 59.166102170944214
author and publish time(not formated): {'source': 'u/F0urLeafCl0ver', 'publish_date': 'NA'}
infos(not formated):
Click here for the full rule, it is also located in the Wiki[url42] https://www.reddit.com/r/artificial/wiki/guidelines/selfpromo/
ARC-AGI has fallen to OpenAI's new model, o3[url35] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Stability AI[url57] https://stability.ai/news
Anthropic[url58] https://www.anthropic.com/news
Apple ML[url54] https://www.apple.com/apple-intelligence/
-[url77] https://www.redditinc.com/policies/privacy-policy
IBM AI[url52] https://research.ibm.com/artificial-intelligence
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url39] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
Google AI[url50] https://blog.google/technology/ai/
r/ChatGPT[url71] https://www.reddit.com/r/ChatGPT
UKs ambitions to police AI face Trumps starkly different approach[url28] https://www.reddit.com/r/artificial/comments/1hj8nmp/uks_ambitions_to_police_ai_face_trumps_starkly/
Time 100 AI List 2024[url46] https://time.com/collection/time100-ai-2024/
Perplexity[url64] https://www.perplexity.ai/hub
-[url75] https://www.redditinc.com/policies/privacy-policy
Subreddit Update[url69] https://www.reddit.com/r/artificial/comments/120qr4r/psa_rule_2_will_be_enforced_selfpromotion_is_only/
Wiki[url68] https://www.reddit.com/r/artificial/wiki/index
Adobe AI[url67] https://www.adobe.com/ai/overview.html
r/ClaudeAI[url73] https://www.reddit.com/r/ClaudeAI
OpenAI[url48] https://openai.com/news
Midjourney[url65] https://www.midjourney.com/home
ARC-AGI has fallen to OpenAI's new model, o3[url33] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Trending AI Subreddits and Posts[url44] https://www.reddit.com/t/artificial_intelligence_and_machine_learning/
ElevenLabs[url60] https://elevenlabs.io/blog/
Microsoft AI[url51] https://news.microsoft.com/source/topics/ai/
Character.AI[url56] https://blog.character.ai/
-[url76] https://www.redditinc.com/policies/user-agreement
Hugging Face[url62] https://huggingface.co/blog
Runway[url63] https://runwayml.com/blog/
Amazon AWS[url53] https://aws.amazon.com/ai/
Suno AI[url66] https://suno.com/blog/
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url37] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
More Communities[url70] https://www.reddit.com/r/artificial/wiki/related-subreddits/
r/OpenAI[url72] https://www.reddit.com/r/OpenAI
Fortune 50 AI List 2024[url45] https://fortune.com/ranking/ai-innovators/2024/
NVIDIA DL[url55] https://blogs.nvidia.com/blog/category/deep-learning/
Meta AI[url49] https://ai.meta.com/blog/?page=1
UKs ambitions to police AI face Trumps starkly different approach[url26] https://www.reddit.com/r/artificial/comments/1hj8nmp/uks_ambitions_to_police_ai_face_trumps_starkly/
-[url79] https://www.redditinc.com/policies/privacy-policy
Forbes AI 50 List 2024[url47] https://www.forbes.com/lists/ai50/
-[url80] https://reddithelp.com/hc/sections/360008917491-Account-Security
Mistral AI[url59] https://mistral.ai/news/
-[url74] https://www.redditinc.com/policies/user-agreement
-[url78] https://www.redditinc.com/policies/user-agreement
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
total results: 24
total analysis time: 32.42322301864624
author and publish time(not formated): {'source': 'u/F0urLeafCl0ver', 'publish_date': 'NA'}
infos(not formated):
ARC-AGI has fallen to OpenAI's new model, o3[url35] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Stability AI[url57] https://stability.ai/news
Anthropic[url58] https://www.anthropic.com/news
Apple ML[url54] https://www.apple.com/apple-intelligence/
IBM AI[url52] https://research.ibm.com/artificial-intelligence
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url39] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
Google AI[url50] https://blog.google/technology/ai/
Perplexity[url64] https://www.perplexity.ai/hub
Adobe AI[url67] https://www.adobe.com/ai/overview.html
OpenAI[url48] https://openai.com/news
Midjourney[url65] https://www.midjourney.com/home
ARC-AGI has fallen to OpenAI's new model, o3[url33] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
ElevenLabs[url60] https://elevenlabs.io/blog/
ARC-AGI has fallen to OpenAI's new model, o3[url37] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
Microsoft AI[url51] https://news.microsoft.com/source/topics/ai/
Character.AI[url56] https://blog.character.ai/
Hugging Face[url62] https://huggingface.co/blog
Runway[url63] https://runwayml.com/blog/
Amazon AWS[url53] https://aws.amazon.com/ai/
Suno AI[url66] https://suno.com/blog/
NVIDIA DL[url55] https://blogs.nvidia.com/blog/category/deep-learning/
Meta AI[url49] https://ai.meta.com/blog/?page=1
Mistral AI[url59] https://mistral.ai/news/
Project[url40] https://www.reddit.com/r/artificial/?f=flair_name%3A%22Project%22
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 12
total results: 28
total analysis time: 14.524560928344727
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
ARC-AGI has fallen to OpenAI's new model, o3[url35] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Stability AI[url57] https://stability.ai/news
Anthropic[url58] https://www.anthropic.com/news
Apple ML[url54] https://www.apple.com/apple-intelligence/
IBM AI[url52] https://research.ibm.com/artificial-intelligence
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url39] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
Google AI[url50] https://blog.google/technology/ai/
r/ChatGPT[url71] https://www.reddit.com/r/ChatGPT
Time 100 AI List 2024[url46] https://time.com/collection/time100-ai-2024/
Perplexity[url64] https://www.perplexity.ai/hub
Adobe AI[url67] https://www.adobe.com/ai/overview.html
r/ClaudeAI[url73] https://www.reddit.com/r/ClaudeAI
OpenAI[url48] https://openai.com/news
Midjourney[url65] https://www.midjourney.com/home
ARC-AGI has fallen to OpenAI's new model, o3[url33] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
ElevenLabs[url60] https://elevenlabs.io/blog/
Microsoft AI[url51] https://news.microsoft.com/source/topics/ai/
Character.AI[url56] https://blog.character.ai/
Hugging Face[url62] https://huggingface.co/blog
Runway[url63] https://runwayml.com/blog/
Amazon AWS[url53] https://aws.amazon.com/ai/
Suno AI[url66] https://suno.com/blog/
r/OpenAI[url72] https://www.reddit.com/r/OpenAI
Fortune 50 AI List 2024[url45] https://fortune.com/ranking/ai-innovators/2024/
NVIDIA DL[url55] https://blogs.nvidia.com/blog/category/deep-learning/
Meta AI[url49] https://ai.meta.com/blog/?page=1
Forbes AI 50 List 2024[url47] https://www.forbes.com/lists/ai50/
Mistral AI[url59] https://mistral.ai/news/
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 25
total results: 8
total analysis time: 15.405689001083374
author and publish time(not formated): {'source': 'u/F0urLeafCl0ver', 'publish_date': 'NA'}
infos(not formated):
ARC-AGI has fallen to OpenAI's new model, o3[url33] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
ARC-AGI has fallen to OpenAI's new model, o3png?width=640&crop=smart&auto=webp&s=281bd992d1f62582767dccbc20d51c60af4e79cb[url8] https://preview.redd.it/arc-agi-has-fallen-to-openais-new-model-o3-v0-yhxu4661p18e1.png?width=640&crop=smart&auto=webp&s=281bd992d1f62582767dccbc20d51c60af4e79cb
ARC-AGI has fallen to OpenAI's new model, o3[url35] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Solve complex engineering challenges up to 53X faster with Anys' multiphysics simulation software. Learn more.[url32] https://www.reddit.com/user/ANSYSInc/
[url68] https://www.reddit.com/r/artificial/wiki/index
Fortune 50 AI List 2024[url45] https://fortune.com/ranking/ai-innovators/2024/
[url17] https://external-preview.redd.it/X3dq7BwWSNeUHhYVAwg9EWZnzdW0rDaEwG8X76Th8PI.jpg?auto=webp&s=41609c39ac55f81573d212eaf4cf408bb74a3170
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url39] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 33
total results: 46
total analysis time: 23.528389930725098
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
Click here for the full rule, it is also located in the Wiki[url42] https://www.reddit.com/r/artificial/wiki/guidelines/selfpromo/
ARC-AGI has fallen to OpenAI's new model, o3[url35] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Anthropic[url58] https://www.anthropic.com/news
Stability AI[url57] https://stability.ai/news
Apple ML[url54] https://www.apple.com/apple-intelligence/
-[url77] https://www.redditinc.com/policies/privacy-policy
IBM AI[url52] https://research.ibm.com/artificial-intelligence
Google AI[url50] https://blog.google/technology/ai/
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url39] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
-sidebar promoted post thumbnailjpg?auto=webp&s=41609c39ac55f81573d212eaf4cf408bb74a3170[url16] https://external-preview.redd.it/X3dq7BwWSNeUHhYVAwg9EWZnzdW0rDaEwG8X76Th8PI.jpg?auto=webp&s=41609c39ac55f81573d212eaf4cf408bb74a3170
r/ChatGPT[url71] https://www.reddit.com/r/ChatGPT
Resources[url44] https://www.reddit.com/t/artificial_intelligence_and_machine_learning/
Time 100 AI List 2024[url46] https://time.com/collection/time100-ai-2024/
AutoMod[url43] https://www.reddit.com/wiki/automoderator/
Solve complex engineering challenges up to 53X faster with Ansys' multiphysics simulation software. Learn more[url5] https://external-preview.redd.it/3rRln0iVIX-wT0xZbW3PEwBaaAnqFo9eY9B6gKooOa4.jpg?width=640&crop=smart&auto=webp&s=217592e90ae2f0a92d7cfc6f0e43b91cae8e71ed
Perplexity[url64] https://www.perplexity.ai/hub
-[url75] https://www.redditinc.com/policies/privacy-policy
Subreddit Update[url69] https://www.reddit.com/r/artificial/comments/120qr4r/psa_rule_2_will_be_enforced_selfpromotion_is_only/
Wiki[url68] https://www.reddit.com/r/artificial/wiki/index
Adobe AI[url67] https://www.adobe.com/ai/overview.html
r/ClaudeAI[url73] https://www.reddit.com/r/ClaudeAI
OpenAI[url48] https://openai.com/news
Midjourney[url65] https://www.midjourney.com/home
ARC-AGI has fallen to OpenAI's new model, o3[url33] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
ElevenLabs[url60] https://elevenlabs.io/blog/
Microsoft AI[url51] https://news.microsoft.com/source/topics/ai/
Character.AI[url56] https://blog.character.ai/
-[url76] https://www.redditinc.com/policies/user-agreement
Hugging Face[url62] https://huggingface.co/blog
Runway[url63] https://runwayml.com/blog/
-sidebar promoted post thumbnailjpg?auto=webp&s=41609c39ac55f81573d212eaf4cf408bb74a3170[url17] https://external-preview.redd.it/X3dq7BwWSNeUHhYVAwg9EWZnzdW0rDaEwG8X76Th8PI.jpg?auto=webp&s=41609c39ac55f81573d212eaf4cf408bb74a3170
Amazon AWS[url53] https://aws.amazon.com/ai/
Suno AI[url66] https://suno.com/blog/
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url37] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
More Communities[url70] https://www.reddit.com/r/artificial/wiki/related-subreddits/
Forbes AI 50 List 2024[url47] https://www.forbes.com/lists/ai50/
Fortune 50 AI List 2024[url45] https://fortune.com/ranking/ai-innovators/2024/
r/OpenAI[url72] https://www.reddit.com/r/OpenAI
Mistral AI[url59] https://mistral.ai/news/
UKs ambitions to police AI face Trumps starkly different approach[url26] https://www.reddit.com/r/artificial/comments/1hj8nmp/uks_ambitions_to_police_ai_face_trumps_starkly/
NVIDIA DL[url55] https://blogs.nvidia.com/blog/category/deep-learning/
Meta AI[url49] https://ai.meta.com/blog/?page=1
-[url80] https://reddithelp.com/hc/sections/360008917491-Account-Security
-[url79] https://www.redditinc.com/policies/privacy-policy
-[url74] https://www.redditinc.com/policies/user-agreement
-[url78] https://www.redditinc.com/policies/user-agreement
************
raw materials: 3958ab
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hallucination times: 0
total results: 0
total analysis time: 9.49904727935791
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
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author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
************
llm model: Qwen/Qwen2.5-32B-Instruct
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author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
************
llm model: Qwen/Qwen2.5-14B-Instruct
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author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 0
total results: 1
total analysis time: 6.940003871917725
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
{'focus': '大模型技术突破与创新', 'content': 'The latest advances in the quest to build machines that can reason, learn, and act intelligently.'}
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focus statement:
#大模型技术突破与创新
解释:包括新算法与模型,新的研究成果
#AI应用市场规模与增长预测
解释提供AI市场的最新统计数据、增长趋势和未来预测帮助读者了解行业发展方向的信息
#大模型落地行业应用趋势
解释分析大模型在各个行业如医疗、金融、制造、教育的应用现状和发展前景展示AI在实际业务中的价值。
#大模型企业应用案例
解释分享企业如何利用大模型提升效率、降低成本或创新产品的具体案例展示AI的实际效益。
#大模型创业故事
解释:介绍大模型初创公司的发展历程、融资情况和成功经验,激励创业者和投资者。
#好用的AI工具及其适用的范围和同类型工具的对比
raw materials: 9c76f8
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hallucination times: 11
total results: 8
total analysis time: 9.75146222114563
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
1. machine-learning[url68] 2. artificial-intelligence 3. reinforcement-learning[url69] 4. recommendation-engine[url70] 5. collaborative-filtering[url71] https://stackoverflow.com/questions/tagged/collaborative-filtering
Consultion about a Recommendations system complexity as a graduation project [url67] https://stackoverflow.com/questions/79294470/consultion-about-a-recommendations-system-complexity-as-a-graduation-project
Asking ChatGPT API for questions and then for reviewing the answers I give him [url61] https://stackoverflow.com/questions/79294509/asking-chatgpt-api-for-questions-and-then-for-reviewing-the-answers-i-give-him
Autoscaling resources for llm model [url55] https://stackoverflow.com/questions/79297363/autoscaling-resources-for-llm-model
Which are the most effective topic modelling algorithm for a very random text corpus? [url120] https://stackoverflow.com/questions/79287858/which-are-the-most-effective-topic-modelling-algorithm-for-a-very-random-text-co
How can I test the responses that an AI gives to a survey [url107] https://stackoverflow.com/questions/79288025/how-can-i-test-the-responses-that-an-ai-gives-to-a-survey
Proper System Message Construction in Chatbot[url48] https://stackoverflow.com/questions/79297501/proper-system-message-construction-in-chatbot
large-language-model[url163] https://stackoverflow.com/questions/tagged/artificial-intelligence+large-language-model
************
raw materials: e8c97c
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hallucination times: 2
total results: 21
total analysis time: 6.710699081420898
author and publish time(not formated): {'source': '36氪', 'publish_date': 'NA'}
infos(not formated):
-[url316] https://weibo.com/wow36kr
-[url52] https://36kr.com/topics/799051634713857
-[url15] https://36kr.com/usercenter/basicinfo
「长安街英菲尼迪车祸案」14年一个女人的丧失与重建[url273] https://36kr.com/p/3087052296943753
-[url317] https://36kr.com/rss-center
-[url318] https://36kr.com/mform/1755983296602372
当你以为AI发展放缓时OpenAI推出o3向AGI迈出关键一步[url185] https://36kr.com/p/3088107741870215
-[url54] ttps://36kr.com/topics/799051634713857
AI+Emoji终于打了一场胜仗[url248] https://36kr.com/p/3087292469065863
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url149] https://36kr.com/p/3087654394362243
o3权威评测报告AI能力实现关键跃升但仍未达到AGI水平[url167] https://36kr.com/p/3088122103117959
刚刚OpenAI放出最后大惊喜o3高计算模式每任务花费数千美元[url7] https://img.36krcdn.com/hsossms/20241221/v2_7c85fa6cf15244c7b01989df9e9a2851@000000_oswg56173oswg1080oswg460_img_000?x-oss-process=image/resize,m_mfit,w_600,h_400,limit_0/crop,w_600,h_400,g_center
1. AI[url61] https://36kr.com/information/AI/
如视数字空间综合解决方案引领者[url283] https://36kr.com/user/6004667
一个男性自学女性主义后,越来越「自闭」了[url260] https://36kr.com/p/3087061837281667
o3突破 ARC-AGI 基准,博士级问题求解能力[url150] https://36kr.com/p/3087654394362243
90后独生子女把抑郁症父母送去精神科[url255] https://36kr.com/p/3087063959665031
长视频与短视频的2024[url279] https://36kr.com/p/3087158007168777
-[url53] http://www.bjjubao.org.cn/node_1606.html
第一批用上苹果AI的人已经后悔了[url120] https://36kr.com/p/3088295581481346
中国人打价格战,德国人先裁员[url267] https://36kr.com/p/3087175585134728
************
raw materials: 29229b
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hallucination times: 3
total results: 35
total analysis time: 7.976946830749512
author and publish time(not formated): {'source': 'u/F0urLeafCl0ver', 'publish_date': 'NA'}
infos(not formated):
Meta AI[url49] https://ai.meta.com/blog/?page=1
Stability AI[url57] https://stability.ai/news
Runway[url63] https://runwayml.com/blog/
Adobe AI[url67] https://www.adobe.com/ai/overview.html
ElevenLabs[url60] https://elevenlabs.io/blog/
IBM AI[url52] https://research.ibm.com/artificial-intelligence
Midjourney[url65] https://www.midjourney.com/home
NVIDIA DL[url55] https://blogs.nvidia.com/blog/category/deep-learning/
OpenAI[url48] https://openai.com/news
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url39] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
-[url76] https://www.redditinc.com/policies/user-agreement
Microsoft AI[url51] https://news.microsoft.com/source/topics/ai/
Project[url40] https://www.reddit.com/r/artificial/?f=flair_name%3A%22Project%22
Google AI[url50] https://blog.google/technology/ai/
UKs ambitions to police AI face Trumps starkly different approach[url26] https://www.reddit.com/r/artificial/comments/1hj8nmp/uks_ambitions_to_police_ai_face_trumps_starkly/
-[url75] https://www.redditinc.com/policies/privacy-policy
Anthropic[url58] https://www.anthropic.com/news
Hugging Face[url62] https://huggingface.co/blog
-[url77] https://www.redditinc.com/policies/privacy-policy
ARC-AGI has fallen to OpenAI's new model, o3[url33] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
r/OpenAI[url72] https://www.reddit.com/r/OpenAI
Apple ML[url54] https://www.apple.com/apple-intelligence/
Suno AI[url66] https://suno.com/blog/
-[url80] https://reddithelp.com/hc/sections/360008917491-Account-Security
-[url78] https://www.redditinc.com/policies/user-agreement
Amazon AWS[url53] https://aws.amazon.com/ai/
I built a quick app that lets you clone your voice and chat with yourself. The AI becomes more like you the more you talk to it - took me about an hour, happy to share code![url37] https://www.reddit.com/r/artificial/comments/1hiujec/i_built_a_quick_app_that_lets_you_clone_your/
ARC-AGI has fallen to OpenAI's new model, o3[url35] https://www.reddit.com/r/artificial/comments/1hiq12u/arcagi_has_fallen_to_openais_new_model_o3/
Solve complex engineering challenges up to 53X faster with Ansys' multiphysics simulation software. Learn more[url5] https://external-preview.redd.it/3rRln0iVIX-wT0xZbW3PEwBaaAnqFo9eY9B6gKooOa4.jpg?width=640&crop=smart&auto=webp&s=217592e90ae2f0a92d7cfc6f0e43b91cae8e71ed
r/ClaudeAI[url73] https://www.reddit.com/r/ClaudeAI
r/ChatGPT[url71] https://www.reddit.com/r/ChatGPT
Perplexity[url64] https://www.perplexity.ai/hub
-[url74] https://www.redditinc.com/policies/user-agreement
-[url79] https://www.redditinc.com/policies/privacy-policy
Mistral AI[url59] https://mistral.ai/news/
************
raw materials: 3958ab
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hallucination times: 0
total results: 1
total analysis time: 1.0662531852722168
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
{'focus': '大模型技术突破与创新', 'content': 'The latest advances in the quest to build machines that can reason, learn, and act intelligently.'}
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-北极星jpg[url0]
新闻
电力
北极星电力网[url27]
火电[url28]
风电[url29]
光伏[url30]
水电[url31]
售电[url32]
储能[url33]
氢能[url34]
环保[url35]
信息化[url36]
智能电网[url37]
核电[url38]
综合能源服务[url39]
能源[url40]
输配电[url41]
碳管家[url42]
农电[url43]
电池[url44]
环保
北极星环保网[url45]
大气[url46]
水处理[url47]
固废[url48]
节能[url49]
垃圾发电[url50]
环境修复[url51]
环境监测[url52]
环卫[url53]
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北极星招聘[url55]
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火电[url57]
环保发电[url58]
综合能源服务[url59]
电力工程[url60]
输配电[url61]
水电[url62]
核电[url63]
售电[url64]
碳管理[url65]
风电[url66]
风电场投资及运营[url67]
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风电工程[url70]
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光伏原材料及辅料[url83]
储能[url84]
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储能电站[url87]
工商业储能[url88]
储能工程[url89]
储能材料及零部件[url90]
光储充一体化[url91]
户用储能[url92]
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电池生产[url96]
电池应用[url97]
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水处理[url101]
固废处理[url102]
大气治理[url103]
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检测环评[url105]
环保工程[url106]
环保设备[url107]
环境修复[url108]
碳管理[url109]
节能[url110]
电气[url111]
输配电[url112]
自动化[url113]
电力信息化[url114]
工程[url115]
电力工程[url116]
工程设计[url117]
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工程造价[url119]
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今日
本周
本月
1
山东省新能源产业科技创新行动计划:实施氢储生物质能创新增效行动[url192]
来源:山东省科技厅
昨天
北极星氢能网获悉12月19日山东省科技厅等11部门发布关于印发《山东省新能源产业科技创新行动计划2025—2027年》的通知文件指出二、重点任务实施氢储生物质能创新增效行动1.氢能技术。研发高效率、长寿命电解水制氢装置及关键材料,突破海水制氢、副产氢规模化纯化技术,以及高压氢气[url193]
2
政策解读 | 《山东省新能源产业科技创新行动计划2025—2027年》[url194]
来源:山东省科技厅
昨天
北极星氢能网获悉近日山东省科技厅等11部门印发了《山东省新能源产业科技创新行动计划2025—2027年以下简称《新能源产业科技创新行动计划》现将有关情况解读如下。一、起草背景和过程2024年2月习近平总书记在中央政治局第十二次集体学习时指出我国能源发展仍面临需求压力巨大、供[url195]
3
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url196]
来源:北极星氢能网
昨天
北极星氢能网获悉12月18日总投资110亿元的乌审旗风光融合一体化项目和绿色降碳升级改造项目开工。中天合创结合配套设施建设绿色降碳升级改造项目和风光融合绿氢化工示范项目主要建设内容有绿氢/绿氧耦合以及新建50万Nm3/标准立方米天LNG装置、CO深冷分离、30万吨/年醋酸装置、20万吨/年醋酸[url197]
04
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url198]
来源:中国招标投标公共服务平台
昨天
北极星氢能网获悉12月17日新疆俊瑞巴里坤县新能源规模化制绿氢项目设计采购施工一体化总承包中标候选人公示。中标候选人第1名为中铁二十二局集团第五工程有限公司中标候选人第2名为中铁十一局集团第五工程有限公司中标候选人第3名为中化二建集团有限公司。[url199]
05
制氢56000标方/时!中核风储制氢制氨项目获批[url200]
来源:北极星氢能网
昨天
近日。内蒙古投资项目在线审批办事大厅发布,兴安盟汇科能源有限公司提交的中核科右前旗风储制氢制氨一体化示范项目-制氢项目,符合产业政策和市场准入标准,准予备案。建设地点:兴安盟--科尔沁右翼前旗--兴安盟经济技术开发区总投资120000万元其中自有资金36000万元申请银行贷款84000万元[url201]
06
知名船用氢燃料电池企业申请破产![url202]
来源:北极星氢能网综合
昨天
北极星氢能网获悉近日挪威知名清洁技术公司Teco2030已申请破产该公司曾被视为船用燃料电池应用的先驱和领导者。作为一家新兴能源技术公司TECO2030曾在资本市场上备受瞩目。TECO2030由TECO海运集团于2019年创立并于2021年从总部分拆成为了一家独立公司。主营业务是为航运和重工业提供零排放[url203]
07
攀枝花深挖氢能资源,与东方电气会谈![url204]
来源:北极星氢能网
昨天
12月19日攀枝花市委书记吴群刚市委副书记、市长范继跃会见了东方电气集团党组书记、董事长俞培根一行就进一步深化互利共赢合作进行了深入交流。东方电气集团党组成员、副总经理李建华办公室主任刘兆川产业发展部部长黄颉东方锅炉党委副书记、总经理聂立参加。会见中俞培根代表东方电气集[url205]
08
燕山石化成为华北最大燃料电池氢供应基地![url206]
来源:中国石化
昨天
12月18日燕山石化1万标准立方米/小时氢气提纯设施完善项目投产。至此燕山石化燃料电池氢总产能超过8000吨/年可为京津冀地区提供24吨/天的燃料电池汽车用氢,成为华北地区最大燃料电池氢供应基地,对中国石化打造中国第一氢能公司、助力北京地区氢能源产业发展具有积极意义。燕山石化氢气提纯设施[url207]
09
俊瑞集团与双良集团签署战略合作协议![url208]
来源:俊瑞氢能集团
昨天
近日,俊瑞绿氢能源(集团)有限公司(以下简称“俊瑞集团”)与双良集团有限公司(以下简称“双良集团”)在乌鲁木齐举行座谈交流会并签署《战略合作协议》。俊瑞集团党支部书记刘炜、副总经理王战海、双良集团执行总裁马福林、战略发展部副总经理赵云等领导出席活动。本次活动由俊瑞集团副总经理张璐[url209]
10
云南氢能及储能产业投资合作会举行![url210]
来源:北极星氢能网
昨天
12月19日云南省举办投资云南·重点领域投资合作专题推介系列活动持续加大引资稳资力度推动云南优势资源与部分上市公司、独角兽企业、专精特新“小巨人”等优质企业深度对接促成一批新的产业投资合作项目为云南经济高质量发展注入新动力。在昆明举行的投资云南·氢能及储能投资合作专题推介会[url211]
11
广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url212]
来源:中国招标投标公共服务平台
昨天
近日广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标项目资金为624.94278万元,招标人为云浮市佛云新能源交通投资发展有限公司。[url213]
12
“绿氢”赋能零碳城市建设[url214]
来源:张掖市人民政府
昨天
北极星氢能网获悉,近年来,张掖市立足产业结构特征及能源资源禀赋,聚焦甘肃省“绿氢生产及综合利用先行示范区”建设,瞄准高端、智能、绿色方向,将氢能产业列为全市重点发展方向之一,从项目建设、场景打造、政策支持等方面重点发力,持续引导氢能产业有序发展,助力全市生态产品价值向产业领域延伸[url215]
13
年产70万吨全球单套生产规模最大的绿色甲醇项目开工[url216]
来源:北极星氢能网
前天
近日元鳇能源年产70万吨绿色甲醇示范项目开工奠基举行。元鳇能源年产70万吨绿色甲醇示范项目建设周期为18到24个月总投资约为25亿元。项目采用国际前沿、国内顶尖的创新工艺是全球单套生产规模最大的绿色甲醇项目、全国首个生物质电甲醇项目上联生物质种植、沙漠化治理等根基产业下合航运减[url217]
14
华电科工新能源离网制氢技术为能源转型开辟新路径[url218]
来源:北极星氢能网
前天
近年来,以风电、光伏为代表的新能源在我国电力系统中的占比不断提高,由于风光电的波动性、间歇性、随机性特点,将进一步加大消纳难度,同时也给电网带来了较大的输送压力和安全性挑战。氢能作为长周期储能的有效介质,在消纳过剩的新能源电力上展现出了巨大的潜力,离网制氢可降低风光发电对电网冲击[url219]
15
5套电解水制氢设备招标[url220]
来源:中国招标投标公共服务平台
前天
12月19日陕西氢能产业发展有限公司电解水制氢技术示范关键设备采购项目招标项目规模电解水制氢关键技术设备(电解槽系统)的整体设计、采购、安装、调试:包括1000Nm3/h碱性电解槽及气液处理系统3套,500Nm3/hPEM电解槽及PEM成套系统2套。[url221]
16
18.61亿1GW绿电制氢、制甲醇项目相关中标结果公示[url222]
来源:北极星氢能网
前天
12月17日山丹县1GW绿电制氢、制甲醇装备制造产业一体化及基础设施配套项目拟中标结果公示。信息显示第一中标候选人为中建桥梁有限公司第二中标候选人为中建六局第八建设有限公司第三中标候选人为世扬建设集团有限公司。中建桥梁有限公司为拟中标人中标金额18.61亿元。项目业主为华氢(甘肃)[url223]
17
5亿制氢装备项目落地陕西西咸新区[url224]
来源:北极星氢能网
前天
12月18日西咸新区举行2024年四季度重点项目集中签约暨开工竣工活动。项目共计151个总金额689.39亿元涉及先进制造业、服务业、民生保障和基础配套等领域。泾河新城多个项目参与其中。值得一提的是兴燃科技总部及制氢装备研发生产项目总投资5亿元。兴燃科技将总部落地泾河新城并建设PEM电解[url225]
18
中国能建采购电解槽中标候选人公示![url226]
来源:中国能建
前天
12月18日中国能建发布20Nm3/h质子交换膜PEM电解槽试验装置应用示范项目制氢集成化撬装设备采购中标候选人公示中标候选人基本情况如下第一中标候选人鹭岛氢能厦门科技有限公司投标报价2290000.00元第二中标候选人四川亚联氢能科技股份有限公司投标报价2960000.00元第三中标候选人[url227]
19
6亿元氢能无人机出口订单签订[url228]
来源:江南新兴产业集中区
前天
12月18日协氢新能源科技有限公司与上海氢洋科技有限公司签订1000台百公斤级出口农业用氢能无人机合作协议。这笔出口大订单总价值6亿元将由协氢新能源池州生产基地合作生产。此次订单中的H100氢能植保无人机搭载高性能植保专用飞控与高效离心喷头支持多种智能喷洒模式续航久、载重强、耐低温[url229]
20
英国将建立氢能发电补贴机制[url230]
来源:北极星氢能网
前天
北极星氢能网获悉近日英国政府承诺将为氢在发电中的应用提供支持机制并建立相关的商业模式以刺激私人投资。为了降低氢发电H2P投资和支持部署的风险英国能源安全和净零部门DESNZ表示将引入基于可调度电力协议DPA框架的商业模式。英国政府表示通过H2P商业模式为H2P提供定[url231]
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1. 新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url233] 2. 政策解读 | 《山东省新能源产业科技创新行动计划2025—2027年》[url234] 3. 山东省新能源产业科技创新行动计划:实施氢储生物质能创新增效行动[url235] 4. “绿氢”赋能零碳城市建设[url236] 5. 燕山石化成为华北最大燃料电池氢供应基地![url237] 6. 云南氢能及储能产业投资合作会举行![url238] 7. 攀枝花深挖氢能资源,与东方电气会谈![url239] 8. 广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url240] 9. 知名船用氢燃料电池企业申请破产![url241] 10. 绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url242]
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focus statement:
#新获批的氢能项目
#新投产的氢能项目
raw materials: 407948
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 0
total results: 17
total analysis time: 63.98701071739197
author and publish time(not formated): {'source': '北极星电力网', 'publish_date': '2024-01-01'}
infos(not formated):
近日广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标项目资金为624.94278万元,招标人为云浮市佛云新能源交通投资发展有限公司。[url213] https://news.bjx.com.cn/html/20241220/1418113.shtml
广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url212] https://news.bjx.com.cn/html/20241220/1418113.shtml
氢能[url34] https://qn.bjx.com.cn/
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url196] https://news.bjx.com.cn/html/20241220/1418107.shtml
5亿制氢装备项目落地陕西西咸新区[url224] https://news.bjx.com.cn/html/20241219/1417829.shtml
中国能建采购电解槽中标候选人公示![url226] https://news.bjx.com.cn/html/20241219/1417854.shtml
12月19日陕西氢能产业发展有限公司电解水制氢技术示范关键设备采购项目招标项目规模电解水制氢关键技术设备(电解槽系统)的整体设计、采购、安装、调试:包括1000Nm3/h碱性电解槽及气液处理系统3套,500Nm3/hPEM电解槽及PEM成套系统2套。[url221] https://news.bjx.com.cn/html/20241219/1417869.shtml
6亿元氢能无人机出口订单签订[url228] https://news.bjx.com.cn/html/20241219/1417886.shtml
18.61亿1GW绿电制氢、制甲醇项目相关中标结果公示[url222] https://news.bjx.com.cn/html/20241219/1417824.shtml
近日元鳇能源年产70万吨绿色甲醇示范项目开工奠基举行。元鳇能源年产70万吨绿色甲醇示范项目建设周期为18到24个月总投资约为25亿元。项目采用国际前沿、国内顶尖的创新工艺是全球单套生产规模最大的绿色甲醇项目、全国首个生物质电甲醇项目上联生物质种植、沙漠化治理等根基产业下合航运减[url217] https://news.bjx.com.cn/html/20241219/1417898.shtml
制氢56000标方/时!中核风储制氢制氨项目获批[url200] https://news.bjx.com.cn/html/20241220/1418085.shtml
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url233] https://news.bjx.com.cn/html/20241220/1418178.shtml
氢能[url93] https://cnjob.bjx.com.cn/industry/qn/
山东省新能源产业科技创新行动计划:实施氢储生物质能创新增效行动[url192] https://news.bjx.com.cn/html/20241220/1418167.shtml
燕山石化成为华北最大燃料电池氢供应基地![url206] https://news.bjx.com.cn/html/20241220/1418153.shtml
12月19日云南省举办投资云南·重点领域投资合作专题推介系列活动持续加大引资稳资力度推动云南优势资源与部分上市公司、独角兽企业、专精特新“小巨人”等优质企业深度对接促成一批新的产业投资合作项目为云南经济高质量发展注入新动力。在昆明举行的投资云南·氢能及储能投资合作专题推介会[url211] https://news.bjx.com.cn/html/20241220/1418133.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url242] https://news.bjx.com.cn/html/20241220/1418107.shtml
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
total results: 1
total analysis time: 12.876988887786865
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
燕山石化1万标准立方米/小时氢气提纯设施完善项目投产。至此燕山石化燃料电池氢总产能超过8000吨/年可为京津冀地区提供24吨/天的燃料电池汽车用氢,成为华北地区最大燃料电池氢供应基地,对中国石化打造中国第一氢能公司、助力北京地区氢能源产业发展具有积极意义。燕山石化氢气提纯设施[url207] https://news.bjx.com.cn/html/20241220/1418153.shtml
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 8
total results: 13
total analysis time: 7.839662790298462
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url196] https://news.bjx.com.cn/html/20241220/1418107.shtml
5亿制氢装备项目落地陕西西咸新区[url224] https://news.bjx.com.cn/html/20241219/1417829.shtml
中国能建采购电解槽中标候选人公示![url226] https://news.bjx.com.cn/html/20241219/1417854.shtml
年产70万吨全球单套生产规模最大的绿色甲醇项目开工[url216] https://news.bjx.com.cn/html/20241219/1417898.shtml
5套电解水制氢设备招标[url220] https://news.bjx.com.cn/html/20241219/1417869.shtml
6亿元氢能无人机出口订单签订[url228] https://news.bjx.com.cn/html/20241219/1417886.shtml
18.61亿1GW绿电制氢、制甲醇项目相关中标结果公示[url222] https://news.bjx.com.cn/html/20241219/1417824.shtml
制氢56000标方/时!中核风储制氢制氨项目获批[url200] https://news.bjx.com.cn/html/20241220/1418085.shtml
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url233] https://news.bjx.com.cn/html/20241220/1418178.shtml
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url198] https://news.bjx.com.cn/html/20241220/1418178.shtml
燕山石化成为华北最大燃料电池氢供应基地![url206] https://news.bjx.com.cn/html/20241220/1418153.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url242] https://news.bjx.com.cn/html/20241220/1418107.shtml
广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url212] https://news.bjx.com.cn/html/20241220/1418113.shtml
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 10
total results: 13
total analysis time: 13.586381196975708
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
近日广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标项目资金为624.94278万元,招标人为云浮市佛云新能源交通投资发展有限公司。[url213] https://news.bjx.com.cn/html/20241220/1418113.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url196] https://news.bjx.com.cn/html/20241220/1418107.shtml
5亿制氢装备项目落地陕西西咸新区[url224] https://news.bjx.com.cn/html/20241219/1417829.shtml
年产70万吨全球单套生产规模最大的绿色甲醇项目开工[url216] https://news.bjx.com.cn/html/20241219/1417898.shtml
12月19日陕西氢能产业发展有限公司电解水制氢技术示范关键设备采购项目招标项目规模电解水制氢关键技术设备(电解槽系统)的整体设计、采购、安装、调试:包括1000Nm3/h碱性电解槽及气液处理系统3套,500Nm3/hPEM电解槽及PEM成套系统2套。[url221] https://news.bjx.com.cn/html/20241219/1417869.shtml
5套电解水制氢设备招标[url220] https://news.bjx.com.cn/html/20241219/1417869.shtml
18.61亿1GW绿电制氢、制甲醇项目相关中标结果公示[url222] https://news.bjx.com.cn/html/20241219/1417824.shtml
近日元鳇能源年产70万吨绿色甲醇示范项目开工奠基举行。元鳇能源年产70万吨绿色甲醇示范项目建设周期为18到24个月总投资约为25亿元。项目采用国际前沿、国内顶尖的创新工艺是全球单套生产规模最大的绿色甲醇项目、全国首个生物质电甲醇项目上联生物质种植、沙漠化治理等根基产业下合航运减[url217] https://news.bjx.com.cn/html/20241219/1417898.shtml
制氢56000标方/时!中核风储制氢制氨项目获批[url200] https://news.bjx.com.cn/html/20241220/1418085.shtml
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url198] https://news.bjx.com.cn/html/20241220/1418178.shtml
燕山石化成为华北最大燃料电池氢供应基地![url206] https://news.bjx.com.cn/html/20241220/1418153.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url242] https://news.bjx.com.cn/html/20241220/1418107.shtml
广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url212] https://news.bjx.com.cn/html/20241220/1418113.shtml
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 0
total results: 20
total analysis time: 56.08279585838318
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
氢能[url34] https://qn.bjx.com.cn/
5亿制氢装备项目落地陕西西咸新区[url224] https://news.bjx.com.cn/html/20241219/1417829.shtml
元鳇能源年产70万吨绿色甲醇示范项目开工奠基举行。元鳇能源年产70万吨绿色甲醇示范项目建设周期为18到24个月总投资约为25亿元。项目采用国际前沿、国内顶尖的创新工艺是全球单套生产规模最大的绿色甲醇项目、全国首个生物质电甲醇项目上联生物质种植、沙漠化治理等根基产业下合航运减排等目标。[url216] https://news.bjx.com.cn/html/20241219/1417898.shtml
6亿元氢能无人机出口订单签订[url228] https://news.bjx.com.cn/html/20241219/1417886.shtml
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url198] https://news.bjx.com.cn/html/20241220/1418178.shtml
华电科工新能源离网制氢技术为能源转型开辟新路径[url218] https://news.bjx.com.cn/html/20241219/1417980.shtml
12月19日云南省举办投资云南·重点领域投资合作专题推介系列活动持续加大引资稳资力度推动云南优势资源与部分上市公司、独角兽企业、专精特新“小巨人”等优质企业深度对接促成一批新的产业投资合作项目为云南经济高质量发展注入新动力。在昆明举行的投资云南·氢能及储能投资合作专题推介会[url211] https://news.bjx.com.cn/html/20241220/1418133.shtml
陕西氢能产业发展有限公司电解水制氢技术示范关键设备采购项目招标,项目规模:电解水制氢关键技术设备(电解槽系统)的整体设计、采购、安装、调试:包括1000Nm3/h碱性电解槽及气液处理系统3套,500Nm3/hPEM电解槽及PEM成套系统2套。[url220] https://news.bjx.com.cn/html/20241219/1417869.shtml
英国将建立氢能发电补贴机制[url230] https://news.bjx.com.cn/html/20241219/1417961.shtml
云南氢能及储能产业投资合作会举行![url210] https://news.bjx.com.cn/html/20241220/1418133.shtml
燕山石化成为华北最大燃料电池氢供应基地![url206] https://news.bjx.com.cn/html/20241220/1418153.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url242] https://news.bjx.com.cn/html/20241220/1418107.shtml
中核风储制氢制氨项目获批[url200] https://news.bjx.com.cn/html/20241220/1418085.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url196] https://news.bjx.com.cn/html/20241220/1418107.shtml
中国能建采购电解槽中标候选人公示![url226] https://news.bjx.com.cn/html/20241219/1417854.shtml
广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url212] https://news.bjx.com.cn/html/20241220/1418113.shtml
北极星氢能网获悉,近年来,张掖市立足产业结构特征及能源资源禀赋,聚焦甘肃省“绿氢生产及综合利用先行示范区”建设,瞄准高端、智能、绿色方向,将氢能产业列为全市重点发展方向之一,从项目建设、场景打造、政策支持等方面重点发力,持续引导氢能产业有序发展,助力全市生态产品价值向产业领域延伸[url215] https://news.bjx.com.cn/html/20241220/1418160.shtml
18.61亿1GW绿电制氢、制甲醇项目相关中标结果公示[url222] https://news.bjx.com.cn/html/20241219/1417824.shtml
氢能[url93] https://cnjob.bjx.com.cn/industry/qn/
山东省新能源产业科技创新行动计划:实施氢储生物质能创新增效行动[url192] https://news.bjx.com.cn/html/20241220/1418167.shtml
************
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 4
total results: 12
total analysis time: 8.750140905380249
author and publish time(not formated): {'source': '北极星电力网', 'publish_date': 'NA'}
infos(not formated):
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url196] https://news.bjx.com.cn/html/20241220/1418107.shtml
广东云浮2025年氢能源公交示范线路委托经营服务项目公开招标[url212] https://news.bjx.com.cn/html/20241220/1418113.shtml
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url198] https://news.bjx.com.cn/html/20241220/1418178.shtml
12月19日云南省举办投资云南·重点领域投资合作专题推介系列活动持续加大引资稳资力度推动云南优势资源与部分上市公司、独角兽企业、专精特新“小巨人”等优质企业深度对接促成一批新的产业投资合作项目为云南经济高质量发展注入新动力。在昆明举行的投资云南·氢能及储能投资合作专题推介会[url211] https://news.bjx.com.cn/html/20241220/1418133.shtml
绿氢3万吨/年总投资110亿内蒙古2个重大项目开工[url242] https://news.bjx.com.cn/html/20241220/1418107.shtml
5亿制氢装备项目落地陕西西咸新区[url224] https://news.bjx.com.cn/html/20241219/1417829.shtml
政策解读 | 《山东省新能源产业科技创新行动计划2025—2027年》[url194] https://news.bjx.com.cn/html/20241220/1418171.shtml
制氢56000标方/时!中核风储制氢制氨项目获批[url200] https://news.bjx.com.cn/html/20241220/1418085.shtml
山东省新能源产业科技创新行动计划:实施氢储生物质能创新增效行动[url192] https://news.bjx.com.cn/html/20241220/1418167.shtml
氢能[url93] https://cnjob.bjx.com.cn/industry/qn/
新疆俊瑞巴里坤县新能源规模化制绿氢项目EPC中标候选人公示[url233] https://news.bjx.com.cn/html/20241220/1418178.shtml
1GW绿电制氢、制甲醇项目相关中标结果公示[url222] https://news.bjx.com.cn/html/20241219/1417824.shtml
************

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Llama 3.3 better than 4o, o1
I have started myself to shift from ChatGPT models because now they have started to go out of context for no reason.
You ask them to make a summary of what we have discussed on this chat so far and it fails to note the important points.
And if the chat is pretty lengthy, it just dismisses and gets bizarre info out of it.
I think I smell the commercialness of it spreading across the room.
I have had better output from the recent Microsoft's phi-4 model compared to 4o.
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o1 scored in the top 1%-2% of participants in Putnam, one of the world's hardest math exams
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[artificial-intelligence]
NOTE: If you want to use this tag for a question not directly concerning implementation, then consider posting on Artificial Intelligence, Computer Science, Data Science, Cross Validated, or GenAI (beta) instead; ...
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How to use chatgpt for reviewing and analizing my Oracle database [closed]
I frequently use ChatGPT for various tasks such as writing documents, developing SQL queries, programming functions, and more. However, I would like to utilize ChatGPT specifically to analyze some ...
artificial-intelligencechatgpt-apichat-gpt-4
Delmonte
403
asked 20 hours ago
-3
votes
0
answers
17
views
InsightFace not using GPU [closed]
I am building a face recognition system. I have Nvidia 1660 6GB super installed. I have written all the code. But it is not using GPU. On CPU, it is very slow. I have tried multiple versions of Nvidia ...
deep-learningcudaartificial-intelligenceface-recognitiononnxruntime
Khawar Ali
1
asked 22 hours ago
0
votes
1
answer
15
views
No module named 'ppaquette_gym_doom'
i use spyder i tried to install ppaquette_gym_doom but failed i tried to install doom-py and failed Failed building wheel for doom-py this is error secntence but i can't understand what it means i ...
pythonartificial-intelligence
신현빈
1
asked 23 hours ago
-1
votes
0
answers
28
views
Conversation agents Playbook '00000000-0000-0000-0000-000000000000' does not exist in the agent [closed]
Trying to get the conversation of the setup agent to start from the Playbook GAI instead of the flow. After changing that setting, I get this error: conversation agents Playbook '00000000-0000-0000-...
google-cloud-platformartificial-intelligencevertexgoogle-play-books
EVIO COOL
1
asked yesterday
-1
votes
0
answers
20
views
How to Improve CNN Model Performance for Image Classification in PyTorch? [closed]
I am working on an image classification project using PyTorch and have implemented a Convolutional Neural Network (CNN) model. While the model is functional, I am looking for ways to improve its ...
pythonpytorchartificial-intelligencekaggle
Ahmed Efe Petek
3
asked yesterday
0
votes
0
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16
views
R_max algorithm doesn't converge to the right policy
I have a task where I need to implement an R_max algorithm with modified policy itieration over the forzen lake problem. I first tried to just implement a regular modified policy iteration and it ...
pythonartificial-intelligencereinforcement-learning
Daniel Dubinskey
9
asked yesterday
-1
votes
0
answers
12
views
Issue with mismatched tensor sizes during training with DeepSpeed [closed]
I'm training a model using Hugging Face's Trainer with DeepSpeed integration, and I'm encountering an error related to mismatched tensor sizes: The size of tensor a (50) must match the size of tensor ...
pythonartificial-intelligencehuggingface-trainer
warrw
7
asked 2 days ago
1
vote
1
answer
41
views
Contrastive Loss from Scratch
I am trying to implement/learn how to implement contrastive loss. Currently my gradients are exploding into infinity and I think I must have misimplemented something. I was wondering if someone could ...
deep-learningpytorchartificial-intelligenceloss-functionself-supervised-learning
brzig
35
asked Dec 13 at 20:16
-2
votes
0
answers
14
views
Where can I find datasets for medical document analysis and disease diagnosis using NLP? [closed]
I'm working on a healthcare-related project where I need to analyze medical documents, extract specific values (e.g., creatinine, glucose levels, etc.), and generate personalized paragraphs for ...
machine-learningdeep-learningnlpdatasetartificial-intelligence
jlassi Mohamed Hani
1
asked Dec 12 at 17:39
-1
votes
0
answers
13
views
Error: "Vectors must have the same length as the number of dimensions" when adding documents to FAISS vector store in LangChain [closed]
I'm trying to embed and store documents in a FAISS vector store using LangChain, but I'm encountering the error: Vectors must have the same length as the number of dimensions I'm using a locally ...
artificial-intelligencelangchainlarge-language-modelragllamacpp
Yahoo
1
asked Dec 12 at 9:21
-2
votes
0
answers
26
views
Classify images based on line thickness,, text size, and background color [closed]
I'm trying to find a way to classify images based on their aptitude to be printed on clothing, ideally using a python library. The main thing I'm trying to do is find text size and color and general ...
pythonmachine-learningimage-processingcomputer-visionartificial-intelligence
Andres
2,896
asked Dec 12 at 2:14
-1
votes
0
answers
34
views
Which representation of the Softmax function is correct? [closed]
I came across the formula for the Softmax function: Softmax formula However, I've found two very different visual representations of the Softmax function, and I'm confused about which one is correct: ...
machine-learningneural-networkartificial-intelligenceactivation-function
zhiyuan lee
11
asked Dec 11 at 17:19
0
votes
0
answers
30
views
VS code extension that uses OpenAI API doens't work
I want to write a simple VS Code extension that calls OpenAI API and tells the user the day in Danish. I cannot find the extension when searching for it in the Extension Development Host window (after ...
javascriptartificial-intelligencevscode-extensionsopenai-api
Maayan L
1
asked Dec 11 at 16:25
-3
votes
0
answers
12
views
In the field of Generalized Planning, how can a policy be derived? [closed]
In the field of generalized planning, for a classical planning problem, we can only use classical planners (such as Fast Downward) to derive an action sequence, which is essentially a plan. However, I ...
artificial-intelligencepolicyplanningpddl
xiang xiang
1
asked Dec 11 at 15:25
-2
votes
1
answer
41
views
Is there a “How do you like Github Copilot to respond?” in GitHub Copilot? [closed]
With ChatGPT we have the option: “How would you like ChatGPT to respond?” Where we can give indications on how we expect it to respond. Is the same feature available in GitHub Copilot(GC) or are there ...
intellij-ideaartificial-intelligencegithub-copilot
akuma8
4,641
asked Dec 11 at 0:32
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1
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1.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
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广元发展集团“氢”装上阵 抢跑“零碳”新赛道
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总投资158.5亿!盐城吉电绿氢制储运加用一体化示范项目加速推进
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新获批的氢能项目: 北极星氢能排行榜为您提供更方便更快捷的优质内容查找途径电力总榜火力发电风力发电太阳能光伏水力发电核电储能电池输配电氢能智能电网售电今日本周本月1全球首个绿氢多稳态竖炉工业化示范工程将在松原落地来源吉林省人民政府网7小时前12月16日吉林省委书记黄强省委副书记、省长胡玉亭在长春会见中国钢研科技集团党委书记、董事长张少明和总经理高宏斌一行并见证省政府、松原市政府分别与中国钢研签署战略合作框架协议、纯氢冶金项目合作协议。黄强、胡玉亭向张少明、高宏斌一行表示欢迎对中国钢研给予吉林的大力支持表示感谢。3总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工来源通辽统计微讯3小时前近日内蒙古天楹能源有限公司投资建设的风光储氢氨一体化产业园示范项目开工建设项目位于内蒙古通辽市科左中旗产业园宝龙山工业园区内。项目总投资37.0亿元建设内容为新建一座氢氨工厂及其配套设施共配置33套制氢单元每个单元配置4套1000Nm3/h电解槽设备。合成氨建设规模为45万吨/年其分为30550万吨绿色甲醇项目进度刷新来源北极星氢能网8小时前近日北极星氢能网获悉金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。该项目创新应用风—氢—储—生物质多能协同耦合技术打通了新能源制氢向化工行业的发展通道。建成投产后将依托200万千瓦风电06清洁能源国际创新联盟成立来源北极星氢能网9小时前12月17日2024绿色航运大会在海南盛大开幕。会议上清洁能源国际创新联盟成立。清洁能源国际创新联盟是在海南省发展和改革委员会支持下由西门子能源、国家能源集团海南电力有限公司和海南国际经济发展局三方倡议发起由企业、专业机构和国际性社会组织自愿组成的国际化行业性社会组织旨在推动清07全国首家氢能交易平台上线来源美锦能源3小时前北极星氢能网获悉12月16日美锦能源举行全国首家氢能交易平台上线仪式。中国氢能交易平台将围绕制氢厂、物流企业、气体贸易商、加氢站、工业客户等主要用户提供价格资讯发布、线上挂牌与交易、线上签约与支付结算功能为供需双方提供一站式交易服务。实现了氢能产业与数字化技术的深度融合促进08二氧化碳耦合绿氢制甲醇 吉利创新中心牵手世界500强来源宁波前湾新区发布4小时前近日吉利创新中心与世界500强企业霍尼韦尔签署战略合作协议双方将基于各自优势在二氧化碳捕集、捕集二氧化碳耦合绿氢制取电子甲醇、电子甲醇制取可持续航空燃料SAF技术合作以及其他服务于高质量低碳可持续发展的先进技术等多个领域达成了合作意向。用绿色甲醇破解世界能源和双碳难题吉利创新中09年产10万吨绿氢制60万吨绿氨生产线项目设计招标来源北极星氢能网6小时前新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标公告新疆氢基能源科技有限公司成立于2024年08月27日注册地位于新疆塔城地区沙湾市哈拉干德工业园区产业孵化园黄河路1-48号法定代表人为范华伟。经营范围包括一般项目技术服务、技术开发、技术咨询、技术交流、技术转让、11隆基氢能与欧洲客户携手推进北欧重要氢能项目来源隆基氢能3小时前12月17日北极星氢能网获悉隆基氢能近期与某欧洲客户成功签订电解槽系统采购订单将为位于挪威的具有里程碑意义的绿氢项目提供多台套千立方级的安全、高效、低电耗的Hi1系列电解槽及其辅助系统BoP。该项目计划于2026年开始运营通过以电子燃料e-fuels替代化石燃料为全球气候目标的实现
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************
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新投产的氢能项目: 内蒙古通辽风光储氢氨一体化产业园示范项目开工建设项目总投资37.0亿元建设内容为新建一座氢氨工厂及其配套设施共配置33套制氢单元每个单元配置4套1000Nm3/h电解槽设备。
新投产的氢能项目: 金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。
新投产的氢能项目: 新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标公告新疆氢基能源科技有限公司成立于2024年08月27日注册地位于新疆塔城地区沙湾市哈拉干德工业园区产业孵化园黄河路1-48号法定代表人为范华伟。
新获批的氢能项目: 新疆俊瑞富蕴县绿氢项目中标结果公示项目规模年产1.44万吨绿氢。
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新投产的氢能项目: 中能建加快推进通辽科尔沁左翼后期20万吨绿色甲醇项目。
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新投产的氢能项目: 青海发布加快推动氢能产业高质量发展的若干政策措施。
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阳光氢能/中集扬州/盛氢制氢/派瑞氢能/京电设备/大陆制氢/华光环能入围中国能建葛洲坝公司制氢设备厂家名单!
课程锂离子电池储能中的安全问题及应对技术(限时免费)
北京火山动力网络技术有限公司
深圳市远信储能技术有限公司在招电站运维工程师、逆变器结构工程师等10个职位
氢动科技助力交通强国建设
1.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
二氧化碳耦合绿氢制甲醇 吉利创新中心牵手世界500强
加氢站运营补贴150万元/年!浙江临海市氢能产业发展扶持政策征意见
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llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 1
total analysis time: 89.749685049057
author and publish time(not formated): {'source': '吉林省人民政府网', 'publish_date': '2023-12-16'}
infos(not formated):
新获批的氢能项目: 12月16日吉林省委书记黄强省委副书记、省长胡玉亭在长春会见中国钢研科技集团党委书记、董事长张少明和总经理高宏斌一行并见证省政府、松原市政府分别与中国钢研签署战略合作框架协议、纯氢冶金项目合作协议。
新获批的氢能项目: 2024年2月20日中华人民共和国交通运输部发布公告《交通运输部关于国家电力投资集团有限公司开展重卡换电站建设组网与运营示范等交通强国建设试点工作的意见》。意见明确指出开展“氢燃料电池研发与氢能交通运营平台应用”建设试点。
新获批的氢能项目: 12月16日中国能建葛洲坝油气公司制氢设备预采购公告发布预采购范围制氢设备包括1000Nm3/h碱性电解槽、气液分离装置、纯化装置、补水配碱装置1套两年期运维服务。
新获批的氢能项目: 近日内蒙古天楹能源有限公司投资建设的风光储氢氨一体化产业园示范项目开工建设项目位于内蒙古通辽市科左中旗产业园宝龙山工业园区内。项目总投资37.0亿元建设内容为新建一座氢氨工厂及其配套设施共配置33套制氢单元每个单元配置4套1000Nm3/h电解槽设备。
新获批的氢能项目: 近日北极星氢能网获悉金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。
新获批的氢能项目: 12月17日2024绿色航运大会在海南盛大开幕。会议上清洁能源国际创新联盟成立。
新获批的氢能项目: 12月16日美锦能源举行全国首家氢能交易平台上线仪式。
新获批的氢能项目: 近日吉利创新中心与世界500强企业霍尼韦尔签署战略合作协议双方将基于各自优势在二氧化碳捕集、捕集二氧化碳耦合绿氢制取电子甲醇、电子甲醇制取可持续航空燃料SAF技术合作以及其他服务于高质量低碳可持续发展的先进技术等多个领域达成了合作意向。
新获批的氢能项目: 新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标公告
新获批的氢能项目: 12月16日中国能建首席科学家中电工程党委书记、董事长电规总院院长罗必雄与中核汇能有限公司党委书记、董事长张焰座谈双方围绕大通道大基地的项目开发、工程建设等方面进行深入交流并见证签约。
新获批的氢能项目: 12月17日北极星氢能网获悉隆基氢能近期与某欧洲客户成功签订电解槽系统采购订单将为位于挪威的具有里程碑意义的绿氢项目提供多台套千立方级的安全、高效、低电耗的Hi1系列电解槽及其辅助系统BoP
新投产的氢能项目: 121.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
more urls:
储能
课程储能电站安全运维管理方案
总投资158.5亿!盐城吉电绿氢制储运加用一体化示范项目加速推进
户用储能
储能系统
总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工
光储充一体化
全球首个绿氢多稳态竖炉工业化示范工程将在松原落地!
储能工程
储能电站
我国首个工厂化海水直接制氢科研项目建成!
年产10万吨绿氢制60万吨绿氨生产线项目设计招标
储能材料及零部件
1.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
储能电池
深圳市远信储能技术有限公司在招电站运维工程师、逆变器结构工程师等10个职位
氢能
工商业储能
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llm model: Qwen/QwQ-32B-Preview
hallucination times: 0
total analysis time: 67.79002976417542
author and publish time(not formated): {'source': '吉林省人民政府网', 'publish_date': '2024-02-16'}
infos(not formated):
新获批的氢能项目: 全球首个绿氢多稳态竖炉工业化示范工程将在松原落地来源吉林省人民政府网7小时前12月16日吉林省委书记黄强省委副书记、省长胡玉亭在长春会见中国钢研科技集团党委书记、董事长张少明和总经理高宏斌一行并见证省政府、松原市政府分别与中国钢研签署战略合作框架协议、纯氢冶金项目合作协议。
新获批的氢能项目: 氢动科技助力交通强国建设来源氢动科技10小时前2024年2月20日中华人民共和国交通运输部发布公告《交通运输部关于国家电力投资集团有限公司开展重卡换电站建设组网与运营示范等交通强国建设试点工作的意见》。意见明确指出开展“氢燃料电池研发与氢能交通运营平台应用”建设试点。同时氢动科技在宁波舟山港承担绿色港航物流示范项目建设。
新获批的氢能项目: 阳光氢能/中集扬州/盛氢制氢/派瑞氢能/京电设备/大陆制氢/华光环能入围中国能建葛洲坝公司制氢设备厂家名单来源中国能建电子采购平台5小时前12月16日中国能建葛洲坝油气公司制氢设备预采购公告发布预采购范围制氢设备包括1000Nm3/h碱性电解槽、气液分离装置、纯化装置、补水配碱装置1套两年期运维服务。设备生产厂家限定如下范围1阳光氢能科技有限公司2中集中电扬州制氢设备有限公司3广东盛氢制氢设备有限公司4
新投产的氢能项目: 总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工来源通辽统计微讯3小时前近日内蒙古天楹能源有限公司投资建设的风光储氢氨一体化产业园示范项目开工建设项目位于内蒙古通辽市科左中旗产业园宝龙山工业园区内。项目总投资37.0亿元建设内容为新建一座氢氨工厂及其配套设施共配置33套制氢单元每个单元配置4套1000Nm3/h电解槽设备。合成氨建设规模为45万吨/年其分为30
新投产的氢能项目: 50万吨绿色甲醇项目进度刷新来源北极星氢能网8小时前近日北极星氢能网获悉金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。该项目创新应用风—氢—储—生物质多能协同耦合技术打通了新能源制氢向化工行业的发展通道。建成投产后将依托200万千瓦风电06清洁能源国际创新联盟成立来源北极星氢能网9小时前12月17日2024绿色航运大会在海南盛大开幕。会议上清洁能源国际创新联盟成立。清洁能源国际创新联盟是在海南省发展和改革委员会支持下由西门子能源、国家能源集团海南电力有限公司和海南国际经济发展局三方倡议发起由企业、专业机构和国际性社会组织自愿组成的国际化行业性社会组织旨在推动清07全国首家氢能交易平台上线来源美锦能源3小时前北极星氢能网获悉12月16日美锦能源举行全国首家氢能交易平台上线仪式。中国氢能交易平台将围绕制氢厂、物流企业、气体贸易商、加氢站、工业客户等主要用户提供价格资讯发布、线上挂牌与交易、线上签约与支付结算功能为供需双方提供一站式交易服务。实现了氢能产业与数字化技术的深度融合促进08二氧化碳耦合绿氢制甲醇 吉利创新中心牵手世界500强来源宁波前湾新区发布4小时前近日吉利创新中心与世界500强企业霍尼韦尔签署战略合作协议双方将基于各自优势在二氧化碳捕集、捕集二氧化碳耦合绿氢制取电子甲醇、电子甲醇制取可持续航空燃料SAF技术合作以及其他服务于高质量低碳可持续发展的先进技术等多个领域达成了合作意向。用绿色甲醇破解世界能源和双碳难题吉利创新中09年产10万吨绿氢制60万吨绿氨生产线项目设计招标来源北极星氢能网6小时前新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标公告新疆氢基能源科技有限公司成立于2024年08月27日注册地位于新疆塔城地区沙湾市哈拉干德工业园区产业孵化园黄河路1-48号法定代表人为范华伟。经营范围包括一般项目技术服务、技术开发、技术咨询、技术交流、技术转让、10中国能建中电工程与中核汇能签订战略合作协议来源中国能建中电工程6小时前12月16日中国能建首席科学家中电工程党委书记、董事长电规总院院长罗必雄与中核汇能有限公司党委书记、董事长张焰座谈双方围绕大通道大基地的项目开发、工程建设等方面进行深入交流并见证签约。中核汇能党委委员、副总经理欧阳朝晖中电工程党委常委、副总经理王新平代表双方签署战略合作协议11隆基氢能与欧洲客户携手推进北欧重要氢能项目来源隆基氢能3小时前12月17日北极星氢能网获悉隆基氢能近期与某欧洲客户成功签订电解槽系统采购订单将为位于挪威的具有里程碑意义的绿氢项目提供多台套千立方级的安全、高效、低电耗的Hi1系列电解槽及其辅助系统BoP。该项目计划于2026年开始运营通过以电子燃料e-fuels替代化石燃料为全球气候目标的实现
新获批的氢能项目: 新疆俊瑞富蕴县绿氢项目中标结果公示项目资金为124286万元年产1.44万吨绿氢。
新投产的氢能项目: 广元发展集团在氢能产业中破浪前行,加快布局,为广元市抢占“零碳”发展先机注入强劲动力。
新获批的氢能项目: 盐城吉电绿氢制储运加用一体化示范项目加速推进计划总投资158.5亿元,分三期逐步推进。
新投产的氢能项目: 河北迁安发展氢能产业,打造制氢、氢燃料电池发动机制造基地,推行氢燃料重卡运输大宗货物,助力绿色低碳发展。
新获批的氢能项目: 中能建加快推进通辽科尔沁左翼后期20万吨绿色甲醇项目与吉林省政府、松原市政府签署战略合作框架协议和纯氢冶金项目合作协议。
新投产的氢能项目: 中国钢研与吉林省政府、松原市政府签署纯氢冶金项目合作协议建设全球首条5万吨纯氢冶金示范工程。
新获批的氢能项目: 我国首个工厂化海水直接制氢科研项目在青岛西海岸新区建成试运行,是我国首次直接在石化园区实施并实现产品回收应用的百千瓦级工厂化海水制氢项目。
新获批的氢能项目: 青海省发布加快推动氢能产业高质量发展的若干政策措施,加快推进关键核心技术攻关,支持可再生能源制氢。
新获批的氢能项目: 浙江临海市发布《临海市氢能产业发展扶持政策》(征求意见稿),支持氢能项目投资,对生产性设备投资额给予补助。
新获批的氢能项目: 无相关信息
新投产的氢能项目: 无相关信息
more urls:
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llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 4
total analysis time: 5.307005405426025
author and publish time(not formated): {}
infos(not formated):
more urls:
总投资158.5亿!盐城吉电绿氢制储运加用一体化示范项目加速推进
总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工
全球首个绿氢多稳态竖炉工业化示范工程将在松原落地!
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 1
total analysis time: 33.703696727752686
author and publish time(not formated): {'source': '吉林省人民政府网', 'publish_date': 'NA'}
infos(not formated):
新获批的氢能项目: 全球首个绿氢多稳态竖炉工业化示范工程将在松原落地来源吉林省人民政府网7小时前12月16日吉林省委书记黄强省委副书记、省长胡玉亭在长春会见中国钢研科技集团党委书记、董事长张少明和总经理高宏斌一行并见证省政府、松原市政府分别与中国钢研签署战略合作框架协议、纯氢冶金项目合作协议。
新获批的氢能项目: 氢动科技在宁波舟山港承担绿色港航物流示范项目建设。
新投产的氢能项目: 金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。该项目创新应用风—氢—储—生物质多能协同耦合技术打通了新能源制氢向化工行业的发展通道。建成投产后将依托200万千瓦风电
新获批的氢能项目: 总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工来源通辽统计微讯3小时前近日内蒙古天楹能源有限公司投资建设的风光储氢氨一体化产业园示范项目开工建设项目位于内蒙古通辽市科左中旗产业园宝龙山工业园区内。项目总投资37.0亿元建设内容为新建一座氢氨工厂及其配套设施共配置33套制氢单元每个单元配置4套1000Nm3/h电解槽设备。合成氨建设规模为45万吨/年其分为30550万吨绿色甲醇项目进度刷新来源北极星氢能网8小时前近日北极星氢能网获悉金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。该项目创新应用风—氢—储—生物质多能协同耦合技术打通了新能源制氢向化工行业的发展通道。建成投产后将依托200万千瓦风电
新获批的氢能项目: 新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标公告新疆氢基能源科技有限公司成立于2024年08月27日注册地位于新疆塔城地区沙湾市哈拉干德工业园区产业孵化园黄河路1-48号法定代表人为范华伟。经营范围包括一般项目技术服务、技术开发、技术咨询、技术交流、技术转让、
新获批的氢能项目: 121.44万吨绿氢项目新疆俊瑞富蕴县绿氢项目中标结果公示来源中国招标投标公共服务平台2小时前北极星氢能网获悉12月16日新疆俊瑞富蕴县新能源规模化制绿氢项目设计采购施工一体化总承包中标结果公示中标人中建三局第三建设工程有限责任公司项目资金为124286万元。项目规模年产1.44万吨绿氢。总规划面积为199998平方米总建筑面积87998平方米建(构)筑物基地面积64400平方米道路硬13
新获批的氢能项目: 总投资158.5亿盐城吉电绿氢制储运加用一体化示范项目加速推进来源中国大丰港3小时前近日在盐城吉电绿氢制储运加用一体化示范项目建设现场呈现出一片热火朝天的繁忙景象。机械的轰鸣声、工具的碰撞声、工人的呼喊声交织在一起奏响了一曲激昂的建设乐章工人们都在争分夺秒地加速施工全力以赴确保项目如期高质量完成。该项目计划总投资158.5亿元规划用地1000亩分三期逐步推15
新获批的氢能项目: 中能建加快推进通辽科尔沁左翼后期20万吨绿色甲醇项目来源能建氢能3小时前北极星氢能网获悉近日中能建氢能源有限公司党委书记、董事长李京光在通辽市拜访通辽市委副书记、市长奇·达楞太双方围绕加快推进通辽科尔沁左翼后期20万吨绿色甲醇项目以及打造通辽市氢能产业链集群等问题进行深入交流并达成广泛共识。奇·达楞太对李京光一行的到访表示欢迎对2024年6月18日17
新获批的氢能项目: 我国首个工厂化海水直接制氢科研项目建成来源青岛西海岸发布昨天北极星氢能网获悉12月13日我国首个工厂化海水直接制氢科研项目在青岛西海岸新区青岛炼化氢能“产研加”示范园内建成试运行。据了解此次建成的海水制氢项目由青岛炼化和中石化大连院共同开发建设是我国首次直接在石化园区实施并实现产品回收应用的百千瓦级工厂化海水制氢项目。项目采用“海水19
more urls:
1.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
总投资158.5亿!盐城吉电绿氢制储运加用一体化示范项目加速推进
总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工
全球首个绿氢多稳态竖炉工业化示范工程将在松原落地!
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 1
total analysis time: 11.236259937286377
author and publish time(not formated): {'source': '吉林省人民政府网', 'publish_date': '2023-12-16'}
infos(not formated):
新获批的氢能项目: 《交通运输部关于国家电力投资集团有限公司开展重卡换电站建设组网与运营示范等交通强国建设试点工作的意见》。意见明确指出开展“氢燃料电池研发与氢能交通运营平台应用”建设试点。
新投产的氢能项目: 内蒙古通辽风光储氢氨一体化产业园示范项目开工建设
新投产的氢能项目: 金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形
新投产的氢能项目: 美锦能源举行全国首家氢能交易平台上线仪式
新投产的氢能项目: 吉利创新中心与世界500强企业霍尼韦尔签署战略合作协议
新投产的氢能项目: 新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标
新投产的氢能项目: 隆基氢能与欧洲客户成功签订电解槽系统采购订单将为位于挪威的具有里程碑意义的绿氢项目提供多台套千立方级的安全、高效、低电耗的Hi1系列电解槽及其辅助系统BoP
新获批的氢能项目: 121.44万吨绿氢项目新疆俊瑞富蕴县绿氢项目中标结果公示中标人中建三局第三建设工程有限责任公司项目资金为124286万元。项目规模年产1.44万吨绿氢。总规划面积为199998平方米总建筑面积87998平方米建(构)筑物基地面积64400平方米道路硬化面积13000平方米。
新投产的氢能项目: 总投资158.5亿盐城吉电绿氢制储运加用一体化示范项目加速推进。该项目计划总投资158.5亿元规划用地1000亩分三期逐步推进。
more urls:
总投资158.5亿!盐城吉电绿氢制储运加用一体化示范项目加速推进
户用储能
储能系统
总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工
光储充一体化
全球首个绿氢多稳态竖炉工业化示范工程将在松原落地!
储能工程
储能电站
年产10万吨绿氢制60万吨绿氨生产线项目设计招标
储能材料及零部件
1.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
储能电池
氢能
工商业储能
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 1
total analysis time: 7.4840919971466064
author and publish time(not formated): {'source': '吉林省人民政府网', 'publish_date': '2023-12-16'}
infos(not formated):
新获批的氢能项目: 内蒙古通辽风光储氢氨一体化产业园示范项目开工!
新投产的氢能项目: 06清洁能源国际创新联盟成立
新获批的氢能项目: 12月16日新疆俊瑞富蕴县新能源规模化制绿氢项目设计采购施工一体化总承包中标结果公示中标人中建三局第三建设工程有限责任公司项目资金为124286万元。项目规模年产1.44万吨绿氢。总规划面积为199998平方米总建筑面积87998平方米建(构)筑物基地面积64400平方米道路硬13广元发展集团“氢”装上阵 抢跑“零碳”新赛道来源广元市国资委10小时前在“双碳”目标的时代大考与绿色发展的浪潮之下广元发展集团紧扣市委、市政府赋予的定位与主责主业将发展新质生产力作为首要关键任务在氢能产业这片新“蓝海”中破浪前行全力加快布局为广元市抢占“零碳”发展先机注入强劲动力。广元发展集团深刻领悟发展氢能产业对于我国践行“碳达峰、碳中和”目标的重要意义。
新投产的氢能项目: 158.5亿盐城吉电绿氢制储运加用一体化示范项目加速推进来源中国大丰港3小时前近日在盐城吉电绿氢制储运加用一体化示范项目建设现场呈现出一片热火朝天的繁忙景象。机械的轰鸣声、工具的碰撞声、工人的呼喊声交织在一起奏响了一曲激昂的建设乐章工人们都在争分夺秒地加速施工全力以赴确保项目如期高质量完成。该项目计划总投资158.5亿元规划用地1000亩分三期逐步推进。
more urls:
总投资158.5亿!盐城吉电绿氢制储运加用一体化示范项目加速推进
总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工
全球首个绿氢多稳态竖炉工业化示范工程将在松原落地!
河北迁安:发展氢能产业助力绿色发展
广元发展集团“氢”装上阵 抢跑“零碳”新赛道
1.44万吨绿氢项目!新疆俊瑞富蕴县绿氢项目中标结果公示!
氢能
50万吨绿色甲醇项目进度刷新
加氢站运营补贴150万元/年!浙江临海市氢能产业发展扶持政策征意见
************
llm model: 01-ai/Yi-1.5-34B-Chat-16K
hallucination times: 1
total analysis time: 24.476562976837158
author and publish time(not formated): {}
infos(not formated):
新获批的氢能项目: 吉林省委书记黄强,省委副书记、省长胡玉亭在长春会见中国钢研科技集团党委书记、董事长张少明和总经理高宏斌一行,并见证省政府、松原市政府分别与中国钢研签署战略合作框架协议、纯氢冶金项目合作协议。
新投产的氢能项目: 内蒙古天楹能源有限公司投资建设的风光储氢氨一体化产业园示范项目开工建设项目位于内蒙古通辽市科左中旗产业园宝龙山工业园区内。项目总投资37.0亿元建设内容为新建一座氢氨工厂及其配套设施共配置33套制氢单元每个单元配置4套1000Nm3/h电解槽设备。
新获批的氢能项目: 中国能建葛洲坝油气公司制氢设备预采购公告发布预采购范围制氢设备包括1000Nm3/h碱性电解槽、气液分离装置、纯化装置、补水配碱装置1套两年期运维服务。设备生产厂家限定如下范围1阳光氢能科技有限公司2中集中电扬州制氢设备有限公司3广东盛氢制氢设备有限公司
新投产的氢能项目: 金风科技兴安盟风电耦合制50万吨绿色甲醇项目基地已初具雏形。该项目于2024年在兴安盟经济技术开发区启动建设项目总投资30亿元占地超1800亩。该项目创新应用风—氢—储—生物质多能协同耦合技术打通了新能源制氢向化工行业的发展通道。
新投产的氢能项目: 新疆氢基能源科技沙湾市年产10万吨绿氢制60万吨绿氨生产线项目工程设计招标公告
新获批的氢能项目: 中国能建首席科学家,中电工程党委书记、董事长,电规总院院长罗必雄与中核汇能有限公司党委书记、董事长张焰座谈,双方围绕大通道大基地的项目开发、工程建设等方面进行深入交流并见证签约。
新投产的氢能项目: 隆基氢能近期与某欧洲客户成功签订电解槽系统采购订单将为位于挪威的具有里程碑意义的绿氢项目提供多台套千立方级的安全、高效、低电耗的Hi1系列电解槽及其辅助系统BoP。该项目计划于2026年开始运营通过以电子燃料e-fuels替代化石燃料为全球气候目标的实现
新获批的氢能项目: 新疆俊瑞富蕴县新能源规模化制绿氢项目中标人中建三局第三建设工程有限责任公司项目资金为124286万元项目规模年产1.44万吨绿氢。
新投产的氢能项目: 盐城吉电绿氢制储运加用一体化示范项目计划总投资158.5亿元规划用地1000亩分三期逐步推进。
新投产的氢能项目: 河北迁安市加快培育氢能产业,打造制氢、氢燃料电池发动机制造基地,推行氢燃料重卡运输大宗货物,助力绿色低碳发展。
新投产的氢能项目: 中能建加快推进通辽科尔沁左翼后期20万吨绿色甲醇项目。
新投产的氢能项目: 中国钢研与吉林省政府、松原市政府分别签署战略合作框架协议、纯氢冶金项目合作协议。
新投产的氢能项目: 我国首个工厂化海水直接制氢科研项目在青岛西海岸新区青岛炼化氢能‘产研加’示范园内建成试运行。
新投产的氢能项目: 青海省发展和改革委员会发布了《青海省加快推动氢能产业高质量发展的若干政策措施》的通知。
新投产的氢能项目: 浙江临海市发布《临海市氢能产业发展扶持政策》(征求意见稿)。
more urls:
课程储能电站安全运维管理方案
总投资37亿内蒙古通辽风光储氢氨一体化产业园示范项目开工
全球首个绿氢多稳态竖炉工业化示范工程将在松原落地!
全国首家氢能交易平台上线
河北迁安:发展氢能产业助力绿色发展
课程分布式光伏电站建设“避坑指南”
深圳市远信储能技术有限公司在招电站运维工程师、逆变器结构工程师等10个职位
课程《零碳生态&绿色未来》系列公益公开课
氢能
青海发布加快推动氢能产业高质量发展的若干政策措施
课程光伏电站股权收购的流程和风险分析
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"ADA": "https://cryptopanic.com/news/cardano/",
"Trending Poll Show more": "https://cryptopanic.com/polls",
"Will bitcoin pump because Donald trump's presidential inauguration?": "https://cryptopanic.com/polls/20366587/Will-bitcoin-pump-because-Donald-trumps-presidential-inauguration",
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15min
$ETH Breaking the ~0.04 level on the ETH/BTC pair would be confirmation for me that we'll get another big altcoin leg up. ETH is always the leader in a big altcoin dominance push. Historically, Q1 has been bullish for the ETH/BTC ratio. I think the market is shaping up nicely… @daancrypto
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17min
Idle Mine Game Guide: Tips to Earn More Bitcoin on iOS and Android decrypt.co
BTC
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What is ISO 20022 compliance for crypto coins? Is it a must have for crypto adoption? cryptopolitan.com
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MicroStrategys Bitcoin Venture Will Not End Well, Warns Martin Shkreli cryptodnes.bg
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This Project Could Could Crypto Gaming Forever.. (XBorg) Boxmining
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Daily Discussion Megathread - December 17, 2024 (GMT+0) r/cryptomarkets
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Austrian Police Uncover $1.2 Million 'Rip-Deal 2.0' Crypto Fraud decrypt.co
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No to CBDC, yes to Bitcoin — European MP calls for EU BTC reserve cointelegraph.com
2
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Bitcoin News: Riot Platforms Expands Holdings to 17,429 BTC thecoinrepublic.com
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ZachXBT explores $5.36M wallet-draining attack cryptopolitan.com
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🇪🇺 European MP: "Donald Trump is going to create a #Bitcoin Strategic Reserve. Bitcoin is skyrocketing. The EU is squandering our money!" EU MP @knafo_sarah tells the European Parliament to set up a "Strategic Bitcoin Reserve". WATCH ENGLISH TRANSLATED SPEECH (Ai) @btc_archive
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Bybit To Stop Services in France Effective January 8, 2025 coinpedia.org
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Exodus to List on the NYSE American coinjournal.net
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Spot Crypto ETFs in 2025: Is Solana, Ripple, and Cardano Next? coinpedia.org
1
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SSSSS snake Wif hat: Live on another exchange! Bullish ASF! r/cryptomars
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1
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Executives flood blockchain gaming firms ahead of 2025s AAA launches cointelegraph.com
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CyberKongz Takes a Stand Against SECs Wells Notice altcoinbuzz.io
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Base - Good or meh? r/cryptomarkets
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Lido Discontinues Polygon Staking Service After Community Approval crypto-economy.com
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1
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FTX News: Date and Source For Creditor Repayment Announced thecoinrepublic.com
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Lido Finance Announces Plans to Shut Down Operations on Polygon coinpaper.com
1
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1
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CRV
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XRPs Exchange Inflow Tops $25 Million Ahead of RLUSD Launch beincrypto.com
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Ethereum whales now hold 57% of supply Impact on ETH? ambcrypto.com
ETH ETH
2h
Bitget Expands into El Salvador with Bitcoin Service Provider License coinpaper.com
BTC
2h
Japan's MicroStrategy to Issue 4.5 Billion Yen Bonds to Buy Bitcoin u.today
BTC
2h
GrokAI says XRP price will hit this target by December 31, 2024 finbold.com
2
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Googles Willow quantum chip vs. Bitcoin security — Whats at stake? cointelegraph.com
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Trader Says Altcoin Thats Up over 8x in Under Three Months to Outperform Market, Updates Outlook on Solana dailyhodl.com
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Argentina is officially out of recession Heres all Milei did cryptopolitan.com
1
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Ozean Poseidon Testnet from Clearpool is LIVE! altcoinbuzz.io
CPOOL BIG RWA
2h
FTX Payouts Begin January 3rd, 2025 altcoinbuzz.io
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51min
Crypto &#039;eating TradFi&#039;s lunch&#039; as $5.75B Coinbase revenue beats Nasdaq cointelegraph.com
3
1h
Bitcoin Hits Record High: $107,699 $110K Next? coinpaprika.com
BTC
8
7
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3h
Ripple XRP Is Going To $100 In 2025 Bitcoin And The Cryptocurrency Market Are ABOUT TO SKYROCKET TheModernInvestor
BTC XRP
2
1
1
1
1
1
1
3h
Riot Platforms Buys $69M in Bitcoin, Hits 17,429 BTC coinpaprika.com
BTC
7
7
7
6
4h
FTX to Start Creditor Repayments on January 3 coinpaprika.com
7
7
7
6
5h
Breaking News: Indias Parliament Discusses Comprehensive Crypto Framework coinpedia.org
4
3
1
1
5
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13h
Charles Hoskinson says Cardano is ready to “take over the world” cryptopolitan.com
ADA
10
10
2
2
12
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6
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Recent Comments
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5min
CryptoFlugHund (Chaaarlieee !!!🙄😡) Charles Hoskinson says Cardano is ready to “take over the world”
21min
crypto2011 420k should make the price drop? Ethereum Foundation Dump Another 100 ETH for $420k, ETH Price to Drop
31min
malo7 Ça métonnerais GrokAI says XRP price will hit this target by December 31, 2024
38min
crypto2011 Nope. By end of January. Bitcoin Price Prediction 2025: Can BTC Rally to $150K by Mid-Year?
45min
Cassandre Also cultist propaganda is an area where they shine Cardano founder Charles Hoskinson blasts Wyoming Token Commission boss over ADA and XRP exclusion
1h
Cassandre It's not about you Cardano founder Charles Hoskinson blasts Wyoming Token Commission boss over ADA and XRP exclusion
1h
pumpkincat420 useless Shitcoin. Charles Hoskinson says Cardano is ready to “take over the world”
1h
Cassandre Oh but I'm invulnerable in my logical thinking :) you think I'm getting trolled but I'm countering think tank narratives in their roots... Cardano founder Charles Hoskinson blasts Wyoming Token Commission boss over ADA and XRP exclusion
2h
feras1 one day u will find xrp 32 $ GrokAI says XRP price will hit this target by December 31, 2024
4h
feras1 today xrp 2.75 Heres How Much Ripple USD (RLUSD) Has Been Minted Ahead of Todays Launch
Trending Poll
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Will bitcoin pump because Donald trump's presidential inauguration? 2w ago by 47_m.naufal
Yes that will happen
No,that wont happen
Vote
171 votes
4
Gainers & Losers (from top 50)
Coin % 24h % 1h Price Volume 24hBitget Token
BGB
18.86% 1.38% $3.89 $250,834,731
XRP
XRP
14.33% 2.37% $2.70 $19,544,042,267
Stellar
XLM
13.31% 0.45% $0.464 $1,390,111,393
Cronos
CRO
12.62% 1.82% $0.194 $171,766,985
TRON
TRX
5.33% 1.01% $0.294 $3,174,699,996
Hedera
HBAR
5.19% 0.75% $0.292 $954,671,912
Hyperliquid
HYPE
4.98% -1.72% $27.46 $331,099,240
VeChain
VET
4.90% 2.45% $0.057 $182,356,846
Mantle
MNT
4.77% -0.84% $1.24 $149,556,620
Aptos
APT
4.70% -0.76% $13.90 $742,590,965
Chainlink
LINK
-4.88% -0.32% $28.39 $2,802,338,782
Aave
AAVE
-3.13% -0.09% $371.59 $1,548,183,217
Kaspa
KAS
-1.68% -0.24% $0.146 $200,087,654
MANTRA
OM
-0.71% 0.37% $3.92 $118,024,518
Artificial Superintelligence Alliance
FET
-0.10% 0.53% $1.69 $470,778,103
Bittensor
TAO
-0.08% 0.22% $537.72 $259,986,324
Tether
USDT
-0.04% 0.05% $1.00 $57,925,808,904
USDS
USDS
-0.03% -0.02% $1.00 $10,823,600
Uniswap
UNI
-0.03% 0.54% $16.33 $822,036,869
Ethena USDe
USDE
-0.02% 0.02% $1.00 $101,645,983
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MC
$
3.93T
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$
106,766
2.80%
ETH
$
3995.9
1.93%
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$
2.70
14.33%
USDT
$
1.00
-0.04%
SOL
$
222.03
3.57%
BNB
$
719.61
1.82%
DOGE
$
0.405
2.37%
USDC
$
1.000
-0.00%
ADA
$
1.10
4.14%
STETH
$
3986.8
1.87%
TRX
$
0.294
5.33%
AVAX
$
50.26
3.21%
LINK
$
28.39
-4.88%
WSTETH
$
4742.5
1.84%
SHIB
$
0.000
1.98%
TON
$
6.12
1.50%
WBTC
$
106,418
2.83%
XLM
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@ -1,4 +0,0 @@
[{"focuspoint": "BTC现价", "explanation": "价格+对应日期时间"},
{"focuspoint": "ETH现价", "explanation": "价格+对应日期时间"},
{"focuspoint": "XRP现价", "explanation": "价格+对应日期时间"}
]

View File

@ -1,239 +0,0 @@
focus statement: #BTC现价
解释:价格+对应日期时间
#ETH现价
解释:价格+对应日期时间
#XRP现价
解释:价格+对应日期时间
raw materials: bd6dae
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hallucination times: 1
total analysis time: 13.208484888076782
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
#BTC现价: Riot Platforms Expands Holdings to 17,429 BTC
#ETH现价: The best Vip Club & Transfer Program. Get Weekly&Monthly Bonuses. 25% Cashback. Crypto Staking: EARN up to 200%
#BTC现价: Bitcoin Hits Record High: $107,699 $110K Next? coinpaprika.comBTC87861h
#ETH现价: Ethereum Reaches $4,100 For The First Time In Over Three Years, Aiming For $5,000 Next newsbtc.com11111h
#XRP现价: XRP off to the races to hit $4, according to crypto analyst finbold.com111111h
#BTC现价: Bitcoin Hits Record High: $107,699 $110K Next? coinpaprika.com
#ETH现价: Ethereum Price Prediction: Cup and Handle Signals $6K Breakout, But.. thecoinrepublic.com
#XRP现价: Ripple XRP Is Going To $100 In 2025 Bitcoin And The Cryptocurrency Market Are ABOUT TO SKYROCKET TheModernInvestorBTC XRP
#BTC现价: XRPXRP 14.33% 2.37% $2.70 $19,544,042,267
#ETH现价: XRPXRP 14.33% 2.37% $2.70 $19,544,042,267
#XRP现价: XRPXRP 14.33% 2.37% $2.70 $19,544,042,267
#BTC现价: $106,7662.80%
#ETH现价: $3995.91.93%
#XRP现价: $2.7014.33%
more urls:
WBTC $106,418 2.83%
ETH $3995.9 1.93%
BTC $106,766 2.80%
XRP $2.70 14.33%
************
llm model: THUDM/glm-4-9b-chat
hallucination times: 1
total analysis time: 9.734665870666504
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
BTC现价: Welcome Bonus 7 BTC + 250 Free Spins
ETH现价: 15min$ETH Breaking the ~0.04 level on the ETH/BTC pair would be confirmation for me that we'll get another big altcoin leg up.
BTC现价: $107,699 $110K
ETH现价: $4,100 For The First Time In Over Three Years, Aiming For $5,000 Next
XRP现价: XRP off to the races to hit $4
BTC现价: $107,699 $110K
ETH现价: Cup and Handle Signals $6K Breakout
XRP现价: Ripple XRP Is Going To $100 In 2025 Bitcoin And The Cryptocurrency Market Are ABOUT TO SKYROCKET
XRP现价: $2.70
BTC现价: $106,766
ETH现价: $3,995.91
XRP现价: $2.70
more urls:
WBTC $106,418 2.83%
Mantle
Chainlink
MANTRA
Hedera
Artificial Superintelligence Alliance
NordVPN Christmas Campaign - Special Offer: Up to 74% off + 3 extra months, starting at $2.99 / 2.99 €
Bitget Token
Stellar
VeChain
Hyperliquid
TRON
Bittensor
BTC $106,766 2.80%
XRP $2.70 14.33%
Will bitcoin pump because Donald trump's presidential inauguration?
Kaspa
47_m.naufal
Aptos
************
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 4
total analysis time: 16.07617998123169
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
BTC现价: $106,766 2.80%
ETH现价: $3995.9 1.93%
XRP现价: $2.70 14.33%
more urls:
WBTC $106,418 2.83%
STETH $3986.8 1.87%
ETH $3995.9 1.93%
BTC $106,766 2.80%
XRP $2.70 14.33%
BNB $719.61 1.82%
************
llm model: Qwen/QwQ-32B-Preview
hallucination times: 0
total analysis time: 55.54377293586731
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
#BTC现价: 价格+对应日期时间
#ETH现价: 价格+对应日期时间
#XRP现价: 价格+对应日期时间
BTC现价: Bitcoin Hits Record High: $107,699 $110K Next? coinpaprika.com BTC ATH ATH1h
ETH现价: Ethereum Foundation Dump Another 100 ETH for $420k, ETH Price to Drop coinpedia.org ETH ETH1144min
XRP现价: XRP off to the races to hit $4, according to crypto analyst finbold.com 111111h
#BTC现价: Bitcoin Hits Record High: $107,699 $110K Next? coinpaprika.com
#ETH现价: Ethereum Price Prediction: Cup and Handle Signals $6K Breakout, But.. thecoinrepublic.com
#XRP现价: Ripple XRP Is Going To $100 In 2025 Bitcoin And The Cryptocurrency Market Are ABOUT TO SKYROCKET TheModernInvestorBTC XRP
BTC现价: 比特币现价为$16,500日期时间为2023年10月10日12:00
ETH现价: 以太坊现价为$1,200日期时间为2023年10月10日12:00
XRP现价: 瑞波币现价为$0.30日期时间为2023年10月10日12:00
#BTC现价: $106,766
#ETH现价: $3995.91
#XRP现价: $2.70
more urls:
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 3
total analysis time: 6.612479209899902
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
#BTC现价: Bitcoin Hits Record High: $107,699 $110K Next?
#ETH现价: Ethereum Reaches $4,100 For The First Time In Over Three Years, Aiming For $5,000 Next
#XRP现价: XRP off to the races to hit $4, according to crypto analyst
#BTC现价: $106,7662.80%
#ETH现价: $3995.91.93%
#XRP现价: $2.7014.33%
more urls:
ETH $3995.9 1.93%
BTC $106,766 2.80%
XRP $2.70 14.33%
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 4
total analysis time: 6.956144094467163
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
BTC现价: $106,766
ETH现价: $3995.91
XRP现价: $2.70
more urls:
ETH $3995.9 1.93%
BTC $106,766 2.80%
XRP $2.70 14.33%
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 3
total analysis time: 6.254049062728882
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
BTC现价: Bitcoin Hits Record High: $107,699 $110K Next?
BTC现价: $107,699
XRP现价: $2.70
BTC现价: $106,766
ETH现价: $3995.91
XRP现价: $2.70
more urls:
ETH $3995.9 1.93%
BTC $106,766 2.80%
XRP $2.70 14.33%
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 2
total analysis time: 5.391617059707642
author and publish time(not formated): {'source': 'NA', 'publish_date': 'NA'}
infos(not formated):
BTC现价: Bitcoin Hits Record High: $107,699 $110K Next?
ETH现价: Ethereum Reaches $4,100 For The First Time In Over Three Years, Aiming For $5,000 Next
XRP现价: XRP off to the races to hit $4, according to crypto analyst
BTC现价: 4hferas1 today xrp 2.75
ETH现价: 4hferas1 today xrp 2.75
XRP现价: 4hferas1 today xrp 2.75
BTC现价: BTC$106,766
ETH现价: ETH$3995.91
XRP现价: XRP$2.70
more urls:
WBTC $106,418 2.83%
ETH $3995.9 1.93%
BTC $106,766 2.80%
XRP $2.70 14.33%
************
llm model: 01-ai/Yi-1.5-34B-Chat-16K
hallucination times: 0
total analysis time: 12.98062801361084
author and publish time(not formated): {'source': 'CryptoPanic', 'publish_date': 'NA'}
infos(not formated):
#BTC现价: BTC现价$BTC
#ETH现价: ETH现价$ETH
#XRP现价: XRP现价$XRP
#BTC现价: Bitcoin Price Prediction 2025: Can BTC Rally to $150K by Mid-Year?
#ETH现价: Ethereum Reaches $4,100 For The First Time In Over Three Years, Aiming For $5,000 Next
#XRP现价: XRPL governance under scrutiny, Ripple CTO suggests voting upgrades
#BTC现价: Bitcoin价格$107,699
#ETH现价: Ethereum价格$6,000预测数据
#XRP现价: XRP价格$100预测数据
#BTC现价: Bitcoin (BTC) Price: $3.89
#ETH现价: Ethereum (ETH) Price: $2.70
#XRP现价: Ripple (XRP) Price: $0.294
#BTC现价: $106,766
#ETH现价: $399
#XRP现价: $2.70
more urls:
DOGE $0.405 2.37%
WSTETH $4742.5 1.84%
WBTC $106,418 2.83%
USDC $1.000 -0.00%
SHIB $0.000 1.98%
BTC $106,766 2.80%
XRP $2.70 14.33%
TON $6.12 1.50%
SUI $4.75 1.91%
BNB $719.61 1.82%
ETH $3995.9 1.93%
STETH $3986.8 1.87%
AVAX $50.26 3.21%
************

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@ -1,19 +0,0 @@
{
"url": "https://cryptopanic.com/news/",
"unique_key": "https://cryptopanic.com/news",
"method": "GET",
"headers": {},
"payload": null,
"user_data": {
"__crawlee": {
"state": 3
}
},
"retry_count": 0,
"no_retry": false,
"loaded_url": "https://cryptopanic.com/",
"handled_at": "2024-12-17 12:18:29.655660+00:00",
"id": "7aypBtXvInG5cU9",
"json_": "{\n \"url\": \"https://cryptopanic.com/news/\",\n \"unique_key\": \"https://cryptopanic.com/news\",\n \"method\": \"GET\",\n \"headers\": {},\n \"payload\": null,\n \"user_data\": {\n \"__crawlee\": {\n \"state\": 3\n }\n },\n \"retry_count\": 0,\n \"no_retry\": false,\n \"loaded_url\": \"https://cryptopanic.com/\",\n \"handled_at\": \"2024-12-17 12:18:29.655660+00:00\",\n \"id\": \"7aypBtXvInG5cU9\",\n \"order_no\": null\n}",
"order_no": null
}

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{
"id": "default",
"name": null,
"accessed_at": "2024-12-17 12:18:29.657027+00:00",
"created_at": "2024-12-17 12:17:52.625612+00:00",
"modified_at": "2024-12-17 12:18:29.655992+00:00",
"had_multiple_clients": false,
"handled_request_count": 1,
"pending_request_count": 0,
"stats": {},
"total_request_count": 1,
"user_id": "1",
"resource_directory": "test/webpage_samples/crawlee_storage/request_queues/default"
}

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天冷脂肪多更保暖?真相来了!
学习强国 2024年12月17日 17:30 北京
都说冬天瘦子羡慕胖胖的人,因为觉得不怕冷,毕竟比别人多了一层“肉盾”抵御严寒。脂肪多就等于抗冻吗?戳视频赶快了解下。
来源:中国天气网
责编:孙雪萌
审校:郭圣群 张恒

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@ -1,96 +0,0 @@
{
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"共享": "https://www.gd121.cn/cos/index.shtml",
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"广东云量增多气温上升": "https://www.gd121.cn/zx/qxzx/ff8080818a06a65601938584f2273a00.shtml",
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"未来几天广东天晴干燥,注意补水": "https://www.gd121.cn/zx/qxzx/ff8080818a06a65601937b4ea6d539d0.shtml",
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"尾页": "https://www.gd121.cn/list_10.shtml",
"更多>>": "https://www.gd121.cn/kp/yjkp/list.shtml",
"[详情]": "https://www.gd121.cn/zx/yjxy/8a14d310645ec72401645edada382a17.shtml",
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"广东省气象局结束气象灾害(台风)Ⅲ级...": "https://www.gd121.cn/zx/yjxy/8a14d310645ec72401645edade922a1d.shtml",
"广东省气象局启动气象灾害(暴雨)Ⅱ级...": "https://www.gd121.cn/zx/yjxy/8a14d310645ec72401645edadfff2a1f.shtml",
"广东省气象局升级气象灾害(台风)应急...": "https://www.gd121.cn/zx/yjxy/8a14d310645ec72401645edae2d42a23.shtml",
"广东省气象局启动气象灾害(台风)Ⅳ级...": "https://www.gd121.cn/zx/yjxy/8a14d310645ec72401645edae16f2a21.shtml",
"广东省气象局结束气象灾害(寒冷)Ⅲ级...": "https://www.gd121.cn/zx/yjxy/8a14d310645ec72401645edae4362a25.shtml",
"7-8日广东大部仍有强降水": "https://www.gd121.cn/zx/zhxx/ff8080818a06a656018a6dbc39560290.shtml",
"7号台风“查帕卡&rdq...": "https://www.gd121.cn/zx/zhxx/ff8080817a75a9a2017abcdfd97f01bd.shtml",
"18-20日广东多云有雾 21-24...": "https://www.gd121.cn/zx/zhxx/ff808081706d374701718b8ba69306c3.shtml",
"12-15日广东大部天晴 早晚寒凉": "https://www.gd121.cn/zx/zhxx/ff808081706d374701716c94668c062a.shtml",
"11日广东将有一次强对流天气过程": "https://www.gd121.cn/zx/zhxx/ff808081706d374701715cf0535405d5.shtml",
"三天内广东大部降水频繁 粤北山区需防...": "https://www.gd121.cn/zx/zhxx/ff808081706d37470171438addf4052e.shtml",
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"都市中遇到洪水怎么办": "https://www.gd121.cn/kp/yjkp/yjcs/zrzhsjcs/8a14d310645ec72401645ec9bdb20626.shtml",
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"社会安全": "https://www.gd121.cn/kp/yjkp/yjcs/shaqsjcs/list.shtml",
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"粤港澳大湾区天气网站": "https://www.gbaweather.net/tc/",
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今天是2024年12月17日
登录/注册
首页
预警
天气
服务
科普
互动
共享
资讯
>气象资讯
冷空气持续补充,广东晴燥天气持续
2024-12-17 12:46:13
广东维持干燥 早晚寒冷
2024-12-16 12:41:10
冻感十足的广东,未来几天部分地区最低气温跌破零度
2024-12-15 12:15:44
冷空气持续补充影响,我省维持干燥天气早晚寒冷
2024-12-14 11:55:15
冷空气持续补充 广东今明气温继续下降
2024-12-13 14:44:21
冷空气持续补充影响,广东气温逐日小幅下降
2024-12-12 11:34:08
冷空气今日到达广东 未来几天气温逐日下降
2024-12-11 14:42:01
前方冷空气们在排队了,这次“冻”真格!
2024-12-10 13:00:10
新一股冷空气11日起影响广东
2024-12-09 14:48:38
7-9日广东大部晴到多云早晚寒凉
2024-12-07 11:35:30
周末广东气温继续下降
2024-12-06 13:10:35
7-8日中等强度冷空气影响广东
2024-12-05 14:51:50
本周末中等强度冷空气入粤
2024-12-04 11:48:22
未来两天天气平稳4-6日两股冷空气到访
2024-12-03 13:19:09
广东云量增多气温上升
2024-12-02 11:58:23
未来三天广东天气干燥,早晚寒冷
2024-12-01 13:32:44
未来几天广东天晴干燥,注意补水
2024-11-30 12:22:53
未来三天广东天晴干燥 气温缓升
2024-11-29 14:33:31
未来几天广东昼暖夜冷,注意保暖
2024-11-28 11:39:46
未来三天广东晴冷继续
2024-11-27 11:22:58
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应急响应
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广东省气象局结束气象灾害(暴雨...
6月12日到14日珠江三角洲市县、粤西大部分市县出现了暴雨到大暴雨局部特大暴雨。预计15日...[详情]
广东省气象局启动气象灾害(暴雨)Ⅳ级...
广东省气象局结束气象灾害(暴雨)Ⅱ级...
广东省气象局结束气象灾害(台风)Ⅲ级...
广东省气象局启动气象灾害(暴雨)Ⅱ级...
广东省气象局升级气象灾害(台风)应急...
广东省气象局启动气象灾害(台风)Ⅳ级...
广东省气象局结束气象灾害(寒冷)Ⅲ级...
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综合消息
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7-8日广东大部仍有强降水
7号台风“查帕卡&rdq...
18-20日广东多云有雾 21-24...
12-15日广东大部天晴 早晚寒凉
11日广东将有一次强对流天气过程
三天内广东大部降水频繁 粤北山区需防...
应急科普
更多>>
自然灾害
都市中遇到洪水怎么办
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中国疾控中心提示:春节期间应做好传染病防御
社会安全
购买、使用消防产品不容马虎
预警信号
森林火险预警信号
天气插件
形式多样,强大的自定义功能,为您的网站量身定做个性化预警插件。
数据接口
我们会为您们提供最权威、最真实、最及时、最全面的数据服务与共享。
停课铃APP
广东省气象局官方客户端,提供全省停课信号、天气预警、天气查询等服务。
缤纷微天气
微信小程序,提供基于位置的天气预报、预警服务。
预警信息 | 公众服务 | 应急科普 | 政策法规 | 数据共享 | 服务渠道
友情链接:广东省气象局网站 | 粤港澳大湾区天气网站
联系电话020-87664716地址广东省广州市天河区东莞庄路312号
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focus statement: #广州市的冷空气预警信息
解释仅限2024年12月及以后
#深圳市的冷空气预警信息
解释仅限2024年12月及以后
#广东全省的台风预警
解释仅限2024年的信息
raw materials: ab9447
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 0
total analysis time: 28.350039958953857
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
#广州市的冷空气预警信息: 冷空气持续补充广东晴燥天气持续2024-12-17 12:46:13广东维持干燥 早晚寒冷2024-12-16 12:41:10冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21冷空气持续补充 广东气温逐日小幅下降2024-12-12 11:34:08冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10新一股冷空气11日起影响广东2024-12-09 14:48:387-9日广东大部晴到多云早晚寒凉2024-12-07 11:35:30周末广东气温继续下降2024-12-06 13:10:357-8日中等强度冷空气影响广东2024-12-05 14:51:50本周末中等强度冷空气入粤2024-12-04 11:48:22未来两天天气平稳4-6日两股冷空气到访2024-12-03 13:19:09广东云量增多气温上升2024-12-02 11:58:23未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44未来几天广东天晴干燥注意补水2024-11-30 12:22:53未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46未来三天广东晴冷继续2024-11-27 11:22:58
more urls:
台风
冷空气持续补充,广东晴燥天气持续
广东维持干燥 早晚寒冷
冻感十足的广东,未来几天部分地区最低气温跌破零度
冷空气持续补充影响,我省维持干燥天气早晚寒冷
冷空气持续补充 广东今明气温继续下降
冷空气持续补充影响,广东气温逐日小幅下降
冷空气今日到达广东 未来几天气温逐日下降
新一股冷空气11日起影响广东
7-9日广东大部晴到多云早晚寒凉
周末广东气温继续下降
7-8日中等强度冷空气影响广东
本周末中等强度冷空气入粤
未来两天天气平稳4-6日两股冷空气到访
广东省气象局结束气象灾害(暴雨)Ⅱ级...
广东省气象局结束气象灾害(台风)Ⅲ级...
7号台风“查帕卡&rdq...
预警信号
广东省气象局网站
************
llm model: THUDM/glm-4-9b-chat
hallucination times: 1
total analysis time: 38.19417214393616
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
广州市的冷空气预警信息: 广东维持干燥 早晚寒冷2024-12-16 12:41:10冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10新一股冷空气11日起影响广东2024-12-09 14:48:387-9日广东大部晴到多云早晚寒凉2024-12-07 11:35:30周末广东气温继续下降2024-12-06 13:10:357-8日中等强度冷空气影响广东2024-12-05 14:51:50本周末中等强度冷空气入粤2024-12-04 11:48:22未来两天天气平稳4-6日两股冷空气到访2024-12-03 13:19:09广东云量增多气温上升2024-12-02 11:58:23未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44未来几天广东天晴干燥注意补水2024-11-30 12:22:53未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46未来三天广东晴冷继续2024-11-27 11:22:58共200条  下一页 尾页 每页20条第1/10页      转到第页  跳转
深圳市的冷空气预警信息: 广东维持干燥 早晚寒冷2024-12-16 12:41:10冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10新一股冷空气11日起影响广东2024-12-09 14:48:387-9日广东大部晴到多云早晚寒凉2024-12-07 11:35:30周末广东气温继续下降2024-12-06 13:10:357-8日中等强度冷空气影响广东2024-12-05 14:51:50本周末中等强度冷空气入粤2024-12-04 11:48:22未来两天天气平稳4-6日两股冷空气到访2024-12-03 13:19:09广东云量增多气温上升2024-12-02 11:58:23未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44未来几天广东天晴干燥注意补水2024-11-30 12:22:53未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46未来三天广东晴冷继续2024-11-27 11:22:58共200条  下一页 尾页 每页20条第1/10页      转到第页  跳转
more urls:
预警
天气
台风
冷空气持续补充,广东晴燥天气持续
广东维持干燥 早晚寒冷
冻感十足的广东,未来几天部分地区最低气温跌破零度
冷空气持续补充影响,我省维持干燥天气早晚寒冷
冷空气持续补充 广东今明气温继续下降
冷空气持续补充影响,广东气温逐日小幅下降
冷空气今日到达广东 未来几天气温逐日下降
前方冷空气们在排队了,这次“冻”真格!
新一股冷空气11日起影响广东
周末广东气温继续下降
7-8日中等强度冷空气影响广东
本周末中等强度冷空气入粤
未来两天天气平稳4-6日两股冷空气到访
未来三天广东天气干燥,早晚寒冷
未来三天广东天晴干燥 气温缓升
未来几天广东昼暖夜冷,注意保暖
未来三天广东晴冷继续
广东省气象局结束气象灾害(台风)Ⅲ级...
广东省气象局升级气象灾害(台风)应急...
广东省气象局启动气象灾害(台风)Ⅳ级...
7-8日广东大部仍有强降水
7号台风“查帕卡&rdq...
18-20日广东多云有雾 21-24...
12-15日广东大部天晴 早晚寒凉
三天内广东大部降水频繁 粤北山区需防...
自然灾害
公共卫生
社会安全
预警信号
森林火险预警信号
广东省气象局网站
粤港澳大湾区天气网站
-6
************
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 1
total analysis time: 1055.8521568775177
author and publish time(not formated): {'source': '广东省气象公共服务中心', 'publish_date': '2024-12-17'}
infos(not formated):
广州市的冷空气预警信息: 冷空气持续补充广东晴燥天气持续2024-12-17 12:46:13
广州市的冷空气预警信息: 广东维持干燥 早晚寒冷2024-12-16 12:41:10
广州市的冷空气预警信息: 冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44
广州市的冷空气预警信息: 冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15
广州市的冷空气预警信息: 冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21
广州市的冷空气预警信息: 冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08
广州市的冷空气预警信息: 冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01
广州市的冷空气预警信息: 新一股冷空气11日起影响广东2024-12-09 14:48:38
广州市的冷空气预警信息: 7-8日中等强度冷空气影响广东2024-12-05 14:51:50
广州市的冷空气预警信息: 本周末中等强度冷空气入粤2024-12-04 11:48:22
广州市的冷空气预警信息: 未来两天天气平稳4-6日两股冷空气到访2024-12-03 13:19:09
广州市的冷空气预警信息: 未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44
广州市的冷空气预警信息: 未来几天广东天晴干燥注意补水2024-11-30 12:22:53
广州市的冷空气预警信息: 未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31
广州市的冷空气预警信息: 未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46
广州市的冷空气预警信息: 未来三天广东晴冷继续2024-11-27 11:22:58
深圳市的冷空气预警信息: 冷空气持续补充广东晴燥天气持续2024-12-17 12:46:13
深圳市的冷空气预警信息: 广东维持干燥 早晚寒冷2024-12-16 12:41:10
深圳市的冷空气预警信息: 冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44
深圳市的冷空气预警信息: 冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15
深圳市的冷空气预警信息: 冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21
深圳市的冷空气预警信息: 冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08
深圳市的冷空气预警信息: 冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01
深圳市的冷空气预警信息: 新一股冷空气11日起影响广东2024-12-09 14:48:38
深圳市的冷空气预警信息: 7-8日中等强度冷空气影响广东2024-12-05 14:51:50
深圳市的冷空气预警信息: 本周末中等强度冷空气入粤2024-12-04 11:48:22
深圳市的冷空气预警信息: 未来两天天气平稳4-6日两股冷空气到访2024-12-03 13:19:09
深圳市的冷空气预警信息: 未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44
深圳市的冷空气预警信息: 未来几天广东天晴干燥注意补水2024-11-30 12:22:53
深圳市的冷空气预警信息: 未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31
深圳市的冷空气预警信息: 未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46
深圳市的冷空气预警信息: 未来三天广东晴冷继续2024-11-27 11:22:58
广东全省的台风预警: 广东省气象局结束气象灾害(台风)Ⅲ级...广东省气象局启动气象灾害(台风)Ⅳ级...广东省气象局升级气象灾害(台风)应急...广东省气象局启动气象灾害(台风)Ⅳ级...
more urls:
台风
气象资讯
冷空气持续补充,广东晴燥天气持续
广东维持干燥 早晚寒冷
冻感十足的广东,未来几天部分地区最低气温跌破零度
冷空气持续补充影响,我省维持干燥天气早晚寒冷
广东省气象局结束气象灾害(台风)Ⅲ级...
广东省气象局升级气象灾害(台风)应急...
广东省气象局启动气象灾害(台风)Ⅳ级...
广东省气象局结束气象灾害(寒冷)Ⅲ级...
7号台风“查帕卡&rdq...
预警信号
广东省气象局网站
粤港澳大湾区天气网站
************
llm model: Qwen/QwQ-32B-Preview
hallucination times: 2
total analysis time: 917.1603031158447
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
广东全省的台风预警: 应急响应更多>>广东省气象局结束气象灾害(暴雨...6月12日到14日珠江三角洲市县、粤西大部分市县出现了暴雨到大暴雨局部特大暴雨。预计15日...[详情]广东省气象局启动气象灾害(暴雨)Ⅳ级...广东省气象局结束气象灾害(暴雨)Ⅱ级...广东省气象局结束气象灾害(台风)Ⅲ级...广东省气象局启动气象灾害(暴雨)Ⅱ级...广东省气象局升级气象灾害(台风)应急...广东省气象局启动气象灾害(台风)Ⅳ级...广东省气象局结束气象灾害(寒冷)Ⅲ级...热点专题更多>>12综合消息更多>>7-8日广东大部仍有强降水7号台风“查帕卡&rdq...18-20日广东多云有雾 21-24...12-15日广东大部天晴 早晚寒凉11日广东将有一次强对流天气过程三天内广东大部降水频繁 粤北山区需防...应急科普更多>> 自然灾害都市中遇到洪水怎么办 公共卫生中国疾控中心提示:春节期间应做好传染病防御 社会安全购买、使用消防产品不容马虎 预警信号森林火险预警信号天气插件形式多样强大的自定义功能为您的网站量身定做个性化预警插件。数据接口我们会为您们提供最权威、最真实、最及时、最全面的数据服务与共享。停课铃APP广东省气象局官方客户端提供全省停课信号、天气预警、天气查询等服务。缤纷微天气微信小程序提供基于位置的天气预报、预警服务。预警信息 | 公众服务 | 应急科普 | 政策法规 | 数据共享 | 服务渠道友情链接:广东省气象局网站 | 粤港澳大湾区天气网站联系电话020-87664716地址广东省广州市天河区东莞庄路312号 粤ICP备05011356号   粤公网安备 44010402001842号 ©广东省气象公共服务中心版权所有  |  技术支持数鹏通LinkCM科技   
more urls:
天气
台风
服务
预警信号
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 0
total analysis time: 128.1328718662262
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
广州市的冷空气预警信息: 冷空气持续补充广东晴燥天气持续2024-12-17 12:46:13广东维持干燥 早晚寒冷2024-12-16 12:41:10冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10新一股冷空气11日起影响广东2024-12-09 14:48:387-9日广东大部晴到多云早晚寒凉2024-12-07 11:35:30周末广东气温继续下降2024-12-06 13:10:357-8日中等强度冷空气影响广东2024-12-05 14:51:50本周末中等强度冷空气入粤2024-12-04 11:48:22未来两天天气平稳4-6日两股冷空气到访2024-12-02 11:58:23未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44未来几天广东天晴干燥注意补水2024-11-30 12:22:53未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46未来三天广东晴冷继续2024-11-27 11:22:58
深圳市的冷空气预警信息: 冷空气持续补充广东晴燥天气持续2024-12-17 12:46:13广东维持干燥 早晚寒冷2024-12-16 12:41:10冻感十足的广东未来几天部分地区最低气温跌破零度2024-12-15 12:15:44冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10新一股冷空气11日起影响广东2024-12-09 14:48:387-9日广东大部晴到多云早晚寒凉2024-12-07 11:35:30周末广东气温继续下降2024-12-06 13:10:357-8日中等强度冷空气影响广东2024-12-05 14:51:50本周末中等强度冷空气入粤2024-12-04 11:48:22未来两天天气平稳4-6日两股冷空气到访2024-12-02 11:58:23未来三天广东天气干燥早晚寒冷2024-12-01 13:32:44未来几天广东天晴干燥注意补水2024-11-30 12:22:53未来三天广东天晴干燥 气温缓升2024-11-29 14:33:31未来几天广东昼暖夜冷注意保暖2024-11-28 11:39:46未来三天广东晴冷继续2024-11-27 11:22:58
more urls:
台风
[详情]
广东省气象局启动气象灾害(暴雨)Ⅳ级...
预警信号
广东省气象局网站
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 0
total analysis time: 86.74333310127258
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
广州市的冷空气预警信息: 冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15
广州市的冷空气预警信息: 冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21
广州市的冷空气预警信息: 冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08
广州市的冷空气预警信息: 冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01
广州市的冷空气预警信息: 前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10
广州市的冷空气预警信息: 新一股冷空气11日起影响广东2024-12-09 14:48:38
深圳市的冷空气预警信息: 冷空气持续补充影响我省维持干燥天气早晚寒冷2024-12-14 11:55:15
深圳市的冷空气预警信息: 冷空气持续补充 广东今明气温继续下降2024-12-13 14:44:21
深圳市的冷空气预警信息: 冷空气持续补充影响广东气温逐日小幅下降2024-12-12 11:34:08
深圳市的冷空气预警信息: 冷空气今日到达广东 未来几天气温逐日下降2024-12-11 14:42:01
深圳市的冷空气预警信息: 前方冷空气们在排队了这次“冻”真格2024-12-10 13:00:10
深圳市的冷空气预警信息: 新一股冷空气11日起影响广东2024-12-09 14:48:38
more urls:
预警
天气
台风
自然灾害
预警信号
广东省气象局网站
粤港澳大湾区天气网站
-3
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llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 1
total analysis time: 34.1413631439209
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
more urls:
天气
台风
预警信号
广东省气象局网站
粤港澳大湾区天气网站
-2
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 0
total analysis time: 51.563368797302246
author and publish time(not formated): {'source': 'NA', 'publish_date': '2024-12-17'}
infos(not formated):
广州市的冷空气预警信息: 冷空气持续补充,广东晴燥天气持续。冻感十足的广东,未来几天部分地区最低气温跌破零度。冷空气持续补充影响,我省维持干燥天气早晚寒冷。冷空气持续补充 广东今明气温继续下降。冷空气持续补充影响,广东气温逐日小幅下降。冷空气今日到达广东 未来几天气温逐日下降。前方冷空气们在排队了这次“冻”真格新一股冷空气11日起影响广东。7-9日广东大部晴到多云早晚寒凉。周末广东气温继续下降。7-8日中等强度冷空气影响广东。本周末中等强度冷空气入粤。未来两天天气平稳4-6日两股冷空气到访。广东云量增多气温上升。未来三天广东天气干燥早晚寒冷。未来几天广东天晴干燥注意补水。未来几天广东天晴干燥 气温缓升。未来几天广东昼暖夜冷,注意保暖。未来三天广东晴冷继续。
more urls:
台风
冷空气持续补充,广东晴燥天气持续
广东维持干燥 早晚寒冷
冻感十足的广东,未来几天部分地区最低气温跌破零度
冷空气持续补充影响,我省维持干燥天气早晚寒冷
7-8日中等强度冷空气影响广东
本周末中等强度冷空气入粤
未来两天天气平稳4-6日两股冷空气到访
7号台风“查帕卡&rdq...
12-15日广东大部天晴 早晚寒凉
广东省气象局网站
粤港澳大湾区天气网站
-2
************
llm model: 01-ai/Yi-1.5-34B-Chat-16K
hallucination times: 7
total analysis time: 1233.0201609134674
author and publish time(not formated): {}
infos(not formated):
#广东全省的台风预警: 广东省气象局结束气象灾害(台风)Ⅲ级应急响应
more urls:
台风
冻感十足的广东,未来几天部分地区最低气温跌破零度
冷空气持续补充影响,我省维持干燥天气早晚寒冷
冷空气持续补充影响,广东气温逐日小幅下降
新一股冷空气11日起影响广东
未来两天天气平稳4-6日两股冷空气到访
12-15日广东大部天晴 早晚寒凉
11日广东将有一次强对流天气过程
广东省气象局网站
粤港澳大湾区天气网站
-3
************
raw materials: 3d274c
llm model: Qwen/Qwen2.5-7B-Instruct
hallucination times: 1
total analysis time: 0.9184250831604004
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024-12-17'}
infos(not formated):
more urls:
0
************
llm model: THUDM/glm-4-9b-chat
hallucination times: 1
total analysis time: 0.8186428546905518
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024-12-17'}
infos(not formated):
more urls:
0
************
llm model: deepseek-ai/DeepSeek-V2.5
hallucination times: 1
total analysis time: 3.9070470333099365
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024年12月17日'}
infos(not formated):
more urls:
0
************
llm model: Qwen/QwQ-32B-Preview
hallucination times: 0
total analysis time: 9.19908094406128
author and publish time(not formated): {'source': '学习强国', 'publish_date': '2024-12-17'}
infos(not formated):
广州市的冷空气预警信息: 2024年12月17日 17:30 北京
深圳市的冷空气预警信息: 2024年12月17日 17:30 北京
广东全省的台风预警: 2024年12月17日 17:30 北京
more urls:
-3
************
llm model: Qwen/Qwen2.5-Coder-32B-Instruct
hallucination times: 1
total analysis time: 0.7160420417785645
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024年12月17日'}
infos(not formated):
more urls:
0
************
llm model: Qwen/Qwen2.5-32B-Instruct
hallucination times: 1
total analysis time: 0.7163081169128418
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024-12-17'}
infos(not formated):
more urls:
0
************
llm model: Qwen/Qwen2.5-14B-Instruct
hallucination times: 1
total analysis time: 0.7161481380462646
author and publish time(not formated): {'source': '学习强国', 'publish_date': '2024-12-17'}
infos(not formated):
more urls:
0
************
llm model: Qwen/Qwen2.5-Coder-7B-Instruct
hallucination times: 1
total analysis time: 0.5040872097015381
author and publish time(not formated): {'source': '中国天气网', 'publish_date': '2024年12月17日'}
infos(not formated):
more urls:
0
************
llm model: 01-ai/Yi-1.5-34B-Chat-16K
hallucination times: 0
total analysis time: 1.7319023609161377
author and publish time(not formated): {'source': '学习强国', 'publish_date': '2024-12-17'}
infos(not formated):
#广州市的冷空气预警信息: 无相关信息
#深圳市的冷空气预警信息: 无相关信息
#广东全省的台风预警: 无相关信息
more urls:
-3
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