### _Why are the changes needed?_
Introduce a brand new CHAT engine, it's supposed to support different backends, e.g. ChatGPT, 文心一言, etc.
This PR implements the following providers:
- ECHO, simply replies a welcome message.
- GPT: a.k.a ChatGPT, powered by OpenAI, which requires a API key for authentication. https://platform.openai.com/account/api-keys
Add the following configurations in `kyuubi-defaults.conf`
```
kyuubi.engine.chat.provider=[ECHO|GPT]
kyuubi.engine.chat.gpt.apiKey=<chat-gpt-api-key>
```
Open an ECHO beeline chat engine.
```
beeline -u 'jdbc:hive2://localhost:10009/?kyuubi.engine.type=CHAT;kyuubi.engine.chat.provider=ECHO'
```
```
Connecting to jdbc:hive2://localhost:10009/
Connected to: Kyuubi Chat Engine (version 1.8.0-SNAPSHOT)
Driver: Kyuubi Project Hive JDBC Client (version 1.7.0)
Beeline version 1.7.0 by Apache Kyuubi
0: jdbc:hive2://localhost:10009/> Hello, Kyuubi!;
+----------------------------------------+
| reply |
+----------------------------------------+
| This is ChatKyuubi, nice to meet you! |
+----------------------------------------+
1 row selected (0.397 seconds)
```
Open a ChatGPT beeline chat engine. (make sure your network can connect the open API and configure the API key)
```
beeline -u 'jdbc:hive2://localhost:10009/?kyuubi.engine.type=CHAT;kyuubi.engine.chat.provider=GPT'
```
<img width="1109" alt="image" src="https://user-images.githubusercontent.com/26535726/225813625-a002e6e2-3b0d-4194-b061-2e215d58ba94.png">
### _How was this patch tested?_
- [x] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [x] Add screenshots for manual tests if appropriate
- [x] [Run test](https://kyuubi.readthedocs.io/en/master/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#4544 from pan3793/chatgpt.
Closes#4544
87bdebb6d [Cheng Pan] nit
f7dee18f3 [Cheng Pan] Update docs
9beb55162 [cxzl25] chat api (#1)
af38bdc7c [Cheng Pan] update docs
9aa6d83a6 [Cheng Pan] Initial implement Kyuubi Chat Engine
Lead-authored-by: Cheng Pan <chengpan@apache.org>
Co-authored-by: cxzl25 <cxzl25@users.noreply.github.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>