Update README.en.md

README.en.md

@@ -53,28 +53,6 @@ Due to the low configuration of the cloud server, the local model cannot be run,
 ### Other Function Examples
 [Video Demonstration](https://www.bilibili.com/video/BV1zH4y1h7Y9/)
 
-First, you need to create a knowledge base
-![Knowledge Base](https://github.com/AIDotNet/AntSK/blob/main/images/%E7%9F%A5%E8%AF%86%E5%BA%93.png)
-
-You can import documents or URLs into the knowledge base
-![Knowledge Base Details](https://github.com/AIDotNet/AntSK/blob/main/images/%E7%9F%A5%E8%AF%86%E5%BA%93%E8%AF%A6%E6%83%85.png)Click to check the document slicing situation of the knowledge base
-![Document slicing](https://github.com/AIDotNet/AntSK/blob/main/images/%E6%96%87%E6%A1%A3%E5%88%87%E7%89%87.png)
-
-Then we need to create an application, which can be a dialogue application or a knowledge base.
-![Application](https://github.com/AIDotNet/AntSK/blob/main/images/%E5%BA%94%E7%94%A8.png)
-
-For the knowledge base application, select the existing knowledge base, and multiple selections are possible
-![Application configuration](https://github.com/AIDotNet/AntSK/blob/main/images/%E5%BA%94%E7%94%A8%E9%85%8D%E7%BD%AE.png)
-
-Then in the dialogue, questions can be asked about the documents in the knowledge base
-![QA](https://github.com/AIDotNet/AntSK/blob/main/images/%E9%97%AE%E7%AD%94.png)
-
-Additionally, we can create dialogue applications and configure prompt word templates in the corresponding application
-![Dialogue application](https://github.com/AIDotNet/AntSK/blob/main/images/%E7%AE%80%E5%8D%95%E5%AF%B9%E8%AF%9D.png)
-
-Let's take a look at the effects below
-![Dialogue effects](https://github.com/AIDotNet/AntSK/blob/main/images/%E5%AF%B9%E8%AF%9D%E6%95%88%E6%9E%9C.png)
-
 ## How to get started?
 
 Here I am using Postgres as the data and vector storage because Semantic Kernel and Kernel Memory support it, but you can also use other options.
@@ -162,12 +140,6 @@ KernelMemory.VectorDb
 //Local model execution options: GPU and CPU. When using the online API, any option can be used.
 LLamaSharp.RunType
 
-//Model path for local sessions. Note the distinction in file paths between Linux and Windows drives.
-LLamaSharp.Chat
-
-//Model path for local vector models. Note the distinction in file paths between Linux and Windows drives.
-LLamaSharp.Embedding
-
 //Local model path, used for quick selection of models under llama, as well as saving downloaded models.
 LLamaSharp.FileDirectory
 
@@ -206,6 +178,26 @@ I'm using CodeFirst mode for the database, so as long as the database connection
 8. Many people ask about the difference between LLamaSharp and llamafactory. In fact, LLamaSharp is a .NET implementation of llama.cpp, but only supports local gguf models, while llamafactory supports a wider variety of models and uses Python implementation. The main difference lies here. Additionally, llamafactory has the ability to fine-tune models, which is an area we will focus on integrating in the future.
 ```
 
+## 🤝 Contributing
+
+[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](https://github.com/AIDotNet/AntSK/pulls)
+
+If you would like to contribute, feel free to create a [Pull Request](https://github.com/AIDotNet/AntSK/pulls), or give us [Bug Report](https://github.com/AIDotNet/AntSK/issues/new).
+
+
+## 💕 Contributors
+
+This project exists thanks to all the people who contribute.
+
+<a href="https://github.com/AIDotNet/AntSK/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=AIDotNet/AntSK&max=1000&columns=15&anon=1" />
+</a>
+
+## 🚨 Code of Conduct
+
+This project has adopted the code of conduct defined by the Contributor Covenant to clarify expected behavior in our community.
+For more information see the [.NET Foundation Code of Conduct](https://dotnetfoundation.org/code-of-conduct).
+
 To learn more or get started with **AntSK**, follow my official WeChat account and join the discussion group.
 
 ## Contact Me