In this blog, we will introduce popular AI Agent Frameworks, Benchmarks (keep updated and beyond) Types and provide you some examples with Project Name, Project Website and its application and industries. The resources are collected from AI and ML websites and communities (github, huggingface, paper arxiv,etc) and the comprehensive will keep updating. You can also visit AI Agent Search to find the best resources AI Agents from various industries and applications. For AI Agent Frameworks, we will cover some popular AI agent frameworks, including LangChain, AutoGen, Crew AI etc. And for various types of AI agents, since it's very broad concepts, we will mainly cover the AI agents classified by Autonomous Ability (Auto AI Agents or Rule based) and by industries perspective. For AI Agent Benchmarks, this blog is usefully for AI and ML practitioners and beginners who want to understand what are AI Agents Benchmarks or Environments, the key capability why there are important and how the applications of these AI Agent benchmarks. We will cover different categories of AI Agent Environments, including Game-Based Environments, Text Chat-Based Environments, Physics and Robotics Simulations, Multi-Agent Platforms. Additionally, we can cover AI-Agents in various domains, such as the benchmarks and environments of AI Agents in Healthcare, AI Agents in Finance, AI Agents in Law, AI Agents in Education, etc. To find best AI Agent and Apps Search Engine and Navigation, please visit AI Agent Search.

[GitHub](https://github.com/aiagenta2z/awesome-chatgpt-apps) | [Website](https://www.deepnlp.org/store/chatgpt-app)In this blog, I will introduce you step by step on how to submit your First ChatGPT Apps.ChatGPT Apps are just like the Apple App Store and WeChat Mini Apps, in which developers implement their features as 'tool' and UIas "resources", and render back the results to ChatGPT and display in the Chat Interface. In this blog, we will use a simple Bill Agentwhich help you track daily bills and generate expenses summary report as an example of how to submit your AI Apps/Agents to ChatGPT.Required:0. App Icon Format: SVG (64 × 64 px)1. A Valid MCP Server URL: This is the core part of an ChatGPT Apps, you can test if the tools are resources are rendered correcly. I tried cursor, DeepNLP Agent Router(https://www.agent.deepnlp.org)2. Domain Verification. You will need to put a verification code under your root domain to verify ownership, the address is 3. 5 Test Cases and 3 negative cases: Which Allow ChatGPT to know when to call and not to call your tools.4. Screenshot Sizes: ### submit address https://platform.openai.com/apps-manage### guideline: https://developers.openai.com/apps-sdk/app-submission-guidelinesWe have wrapped up a simple add bill payment agent which you can add a bill by typing something like "xxxx"https://agent.deepnlp.org/container/aiagenta2z/a2z_bill_agent/mcpStep 1. App InfoThis is the place where you add your App name, Subtitle, Description of your App and choose category.Step 2. MCP Server This is the place where you let ChatGPT to connect to your MCP server and get tools/ resources. You also need to provide some information about the MCP field justification such as why the tool is not read only (In our case, we are adding a bill record to MCP server DB), etc.Domain VerificationIn this like the Google search console, you have to put the code under the relative path so that website can read the file and know you own the domain. https://{your_domain}/.well-known/openai-apps-challengeStep 3. TestingThis is the step which takes the most time to complete.In this step, you need to fill in form of providing 5 positive cases and 3 negative cases to ChatGPT so that they can use it as system prompts to let ChatGPT properly chose tools. Step 4. ScreenShotsThis step is easy, just prepare 4 images of the required sizes.Changes these 3 files to At least 1 screenshot is required at 2x (retina-quality); 4 screenshots max.Requirements:PNG fileWidth: 706pxMin height: 400pxMax height: 860px (Recommended)Step 5. GlobalChoose CoutriesStep 6. Submit Submit and consend to a lot of options, easy steps.

In this blog, we will introduce popular AI Agent Frameworks, Benchmarks (keep updated and beyond) Types and provide you some examples with Project Name, Project Website and its application and industries. The resources are collected from AI and ML websites and communities (github, huggingface, paper arxiv,etc) and the comprehensive will keep updating. You can also visit AI Agent Search to find the best resources AI Agents from various industries and applications. For AI Agent Frameworks, we will cover some popular AI agent frameworks, including LangChain, AutoGen, Crew AI etc. And for various types of AI agents, since it's very broad concepts, we will mainly cover the AI agents classified by Autonomous Ability (Auto AI Agents or Rule based) and by industries perspective. For AI Agent Benchmarks, this blog is usefully for AI and ML practitioners and beginners who want to understand what are AI Agents Benchmarks or Environments, the key capability why there are important and how the applications of these AI Agent benchmarks. We will cover different categories of AI Agent Environments, including Game-Based Environments, Text Chat-Based Environments, Physics and Robotics Simulations, Multi-Agent Platforms. Additionally, we can cover AI-Agents in various domains, such as the benchmarks and environments of AI Agents in Healthcare, AI Agents in Finance, AI Agents in Law, AI Agents in Education, etc. To find best AI Agent and Apps Search Engine and Navigation, please visit AI Agent Search.

[GitHub](https://github.com/aiagenta2z/awesome-chatgpt-apps) | [Website](https://www.deepnlp.org/store/chatgpt-app)In this blog, I will introduce you step by step on how to submit your First ChatGPT Apps.ChatGPT Apps are just like the Apple App Store and WeChat Mini Apps, in which developers implement their features as 'tool' and UIas "resources", and render back the results to ChatGPT and display in the Chat Interface. In this blog, we will use a simple Bill Agentwhich help you track daily bills and generate expenses summary report as an example of how to submit your AI Apps/Agents to ChatGPT.Required:0. App Icon Format: SVG (64 × 64 px)1. A Valid MCP Server URL: This is the core part of an ChatGPT Apps, you can test if the tools are resources are rendered correcly. I tried cursor, DeepNLP Agent Router(https://www.agent.deepnlp.org)2. Domain Verification. You will need to put a verification code under your root domain to verify ownership, the address is 3. 5 Test Cases and 3 negative cases: Which Allow ChatGPT to know when to call and not to call your tools.4. Screenshot Sizes: ### submit address https://platform.openai.com/apps-manage### guideline: https://developers.openai.com/apps-sdk/app-submission-guidelinesWe have wrapped up a simple add bill payment agent which you can add a bill by typing something like "xxxx"https://agent.deepnlp.org/container/aiagenta2z/a2z_bill_agent/mcpStep 1. App InfoThis is the place where you add your App name, Subtitle, Description of your App and choose category.Step 2. MCP Server This is the place where you let ChatGPT to connect to your MCP server and get tools/ resources. You also need to provide some information about the MCP field justification such as why the tool is not read only (In our case, we are adding a bill record to MCP server DB), etc.Domain VerificationIn this like the Google search console, you have to put the code under the relative path so that website can read the file and know you own the domain. https://{your_domain}/.well-known/openai-apps-challengeStep 3. TestingThis is the step which takes the most time to complete.In this step, you need to fill in form of providing 5 positive cases and 3 negative cases to ChatGPT so that they can use it as system prompts to let ChatGPT properly chose tools. Step 4. ScreenShotsThis step is easy, just prepare 4 images of the required sizes.Changes these 3 files to At least 1 screenshot is required at 2x (retina-quality); 4 screenshots max.Requirements:PNG fileWidth: 706pxMin height: 400pxMax height: 860px (Recommended)Step 5. GlobalChoose CoutriesStep 6. Submit Submit and consend to a lot of options, easy steps.

In this blog, we will introduce popular AI Agent Frameworks, Benchmarks (keep updated and beyond) Types and provide you some examples with Project Name, Project Website and its application and industries. The resources are collected from AI and ML websites and communities (github, huggingface, paper arxiv,etc) and the comprehensive will keep updating. You can also visit AI Agent Search to find the best resources AI Agents from various industries and applications. For AI Agent Frameworks, we will cover some popular AI agent frameworks, including LangChain, AutoGen, Crew AI etc. And for various types of AI agents, since it's very broad concepts, we will mainly cover the AI agents classified by Autonomous Ability (Auto AI Agents or Rule based) and by industries perspective. For AI Agent Benchmarks, this blog is usefully for AI and ML practitioners and beginners who want to understand what are AI Agents Benchmarks or Environments, the key capability why there are important and how the applications of these AI Agent benchmarks. We will cover different categories of AI Agent Environments, including Game-Based Environments, Text Chat-Based Environments, Physics and Robotics Simulations, Multi-Agent Platforms. Additionally, we can cover AI-Agents in various domains, such as the benchmarks and environments of AI Agents in Healthcare, AI Agents in Finance, AI Agents in Law, AI Agents in Education, etc. To find best AI Agent and Apps Search Engine and Navigation, please visit AI Agent Search.

In this blog, we will give you a brief introduction of how to contribute to the "tencent" python package third party APIs and help developers integrate future tencent product and services API easier, such as backend for "Wechat public account Automatic Reply". The guidelines are also listed and any violation of the guidelines will not be accepted in the MR request of Github.

In this blog, we will summarize the latex code of equations for Diffusion Models, which are among the top-performing generative models, including GAN, VAE and flow-based models. The basic idea of diffusion models are to inject random noise to the feature vector in the forward process as markov chain models, and in the reverse process gradualy reconstruct the feature vector for generation. See below blogpost as reference for more details: Weng, Lilian. (Jul 2021). What are diffusion models? Lilâ??Log. lilianweng.github.io/posts/2021-07-11-diffusion-models/