Update README.md

Author: Jove Zhong

README.md

@@ -2,30 +2,36 @@
 [//]: # (SPDX-License-Identifier: Apache-2.0)
 [//]: # (---)
 
-#  Rust Client for Proton SQL Streaming Engine
- 
-Rust client for [Proton / TimePlus]([url](https://www.timeplus.com/)https://www.timeplus.com/). 
+#  Rust Client for Proton
+
+Rust client for [Timeplus Proton](https://github.com/timeplus-io/proton).
 
 Proton is a streaming SQL engine, a fast and lightweight alternative to Apache Flink, 🚀 powered by ClickHouse. It enables developers to solve streaming data processing, routing and analytics challenges from Apache Kafka, Redpanda and more sources, and send aggregated data to the downstream systems. Proton is the core engine of [Timeplus](https://timeplus.com), which is a cloud native streaming analytics platform.
 
+The initial version(0.1.0) of the client was written by [Marvin Hansen](https://github.com/marvin-hansen). Thanks for the contribution.
 
-## Install proton
+## Install Proton
 
-```
-brew install proton
-```
+### As a single binary
+
+On Linux or Mac, you can install it via `curl https://install.timeplus.com | sh`
+
+On Mac, you can also install it via `brew install proton`
+
+After you get the `proton` binary, you can start the Proton server via `proton server start`
 
-1. Start the Proton server:
-   $ proton server start
+In a separate terminal, connect to the server via `proton client` (Note: If you encounter a 'connection refused' error, use: proton client --host 127.0.0.1)
 
-2. In a separate terminal, connect to the server:
-   $ proton client
-   (Note: If you encounter a 'connection refused' error, use: proton client --host 127.0.0.1)
+### As a Docker container
+
+```bash
+docker run -d --pull always --name proton ghcr.io/timeplus-io/proton:latest
+```
+
+Proton is automatically started. Open the terminal of the container, and run `proton client`
 
-3. To terminate the server, press ctrl+c in the server terminal.
 
-   For detailed usage and more information, check out the Timeplus documentation:
-   https://docs.timeplus.com/
+For detailed usage and more information, check out the documentation: https://docs.timeplus.com/proton
 
 
 ## Install ProtonClient
@@ -34,7 +40,7 @@ Add the following to your Cargo.toml:
 
 ```
 [dependencies]
-proton_client = { git = "https://github.com/marvin-hansen/proton-rust-client.git" }
+proton_client = { git = "https://github.com/timeplus-io/proton-rust-client.git" }
 ```
 
 [//]: # (AFTER the release of the package on crates.io)
@@ -87,29 +93,25 @@ async fn main() -> Result<()> {
 
 ## What's next?
 
-To see more examples of using Proton, check out the [examples](examples) folder.
+To see more examples of using Proton, check out the [examples](https://github.com/timeplus-io/proton/tree/develop/examples) folder in Proton repo.
 
-Check out the proton [documentation on the SQL Query syntax](https://docs.timeplus.com/query-syntax). 
+Please note, by default the SQL queries are in streaming mode. Learn more about SQL syntax at [Proton Documentation](https://docs.timeplus.com/query-syntax).
 
 
 ## Documentation
 
 You find the full documentation for Proton at [docs.timeplus.com](https://docs.timeplus.com/proton) alongside documentation for the Timeplus (Cloud and BYOC) platform.
 
-We also have a [FAQ](https://docs.timeplus.com/proton-faq/) for detailing how we chose Apache License 2.0, how Proton is related to ClickHouse, what features are available in Proton versus Timeplus, and more.
-
-
 ## Contributing
 
-We welcome your contributions! If you are looking for issues to work on, try looking at [the issue list](FIXLINK).
+We welcome your contributions!
 
 ## Need help?
 
 Join our [Timeplus Community Slack](https://timeplus.com/slack) to connect with Timeplus engineers and other Proton users.
 
-For filing bugs, suggesting improvements, or requesting new features, see the [open issues](FIXLINK) here on GitHub.
+For filing bugs, suggesting improvements, or requesting new features, see the [open issues](https://github.com/timeplus-io/proton-rust-client/issues) here on GitHub.
 
 ## Licensing
 
 Proton Rust Client uses Apache License 2.0. See details in the [LICENSE](LICENSE).
-