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feat(Agent): ChatAgent And AgentHub

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1.Upgrade sqlalchemy to version 2.0
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yhjun1026
2023-10-17 15:39:15 +08:00
parent 87243ae504
commit c4f8e0ecad
20 changed files with 94 additions and 68 deletions
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docs/getting_started/application/chatagent/chatagent.md Normal file
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ChatAgent
==================================
ChatAgent can automatically select the right tool to answer and solve user problems through LLM.
![db plugins demonstration](https://github.com/eosphoros-ai/DB-GPT/assets/13723926/d8bfeee9-e982-465e-a2b8-1164b673847e)
### 1.Update Plugins From Git
![db plugins demonstration](https://github.com/eosphoros-ai/DB-GPT/assets/13723926/7678f07e-9eee-40a9-b980-5b3978a0ed52)
### 2.Install Plugin
After successfully setting up the data source, you can start conversing with the database. You can ask it to generate
SQL for you or inquire about relevant information on the database's metadata.
![db plugins demonstration](https://github.com/eosphoros-ai/DB-GPT/assets/13723926/8acf6a42-e511-48ff-aabf-3d9037485c1c)
### 3.Upload My Local Plugin File
### 4.Select installed plug-ins dialog
![db plugins demonstration](https://github.com/eosphoros-ai/DB-GPT/assets/13723926/e04bc1b1-2c58-4b33-af62-97e89098ace7)
### 5.Uninstall My Plugin

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docs/use_cases/tool_use_with_plugin.md
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# Tool use with plugin
- DB-GPT supports a variety of plug-ins, such as MySQL, MongoDB, ClickHouse and other database tool plug-ins. In addition, some database management platforms can also package their interfaces and package them into plug-ins, and use the model to realize the ability of "single-sentence requirements"
- DB-GPT supports a variety of plug-ins, such as BaiduSearch, SendEmail. In addition, some database management platforms can also package their interfaces and package them into plug-ins, and use the model to realize the ability of "single-sentence requirements"
## DB-GPT-DASHBOARD-PLUGIN
## Baidu-Search-Plugin
[](https://github.com/csunny/DB-GPT-Plugins/blob/main/src/dbgpt_plugins/Readme.md)
[Db-GPT Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins/blob/main/src/dbgpt_plugins/Readme.md)
- This is a DB-GPT plugin to generate data analysis charts, if you want to use the test sample data, please first pull the code of [DB-GPT-Plugins](https://github.com/csunny/DB-GPT-Plugins), run the command to generate test DuckDB data, and then copy the generated data file to the `/pilot/mock_datas` directory of the DB-GPT project.
- Perform search queries using the Baidu search engine [DB-GPT-Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins).
```bash
git clone https://github.com/csunny/DB-GPT-Plugins.git
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<img src="../../assets/dashboard.png" width="680px" />
</p>
- More detail see: [DB-DASHBOARD](https://github.com/csunny/DB-GPT-Plugins/blob/main/src/dbgpt_plugins/Readme.md)
## DB-GPT-SQL-Execution-Plugin
- This is an DbGPT plugin to connect Generic Db And Execute SQL.
## DB-GPT-Bytebase-Plugin
- To use a tool or platform plugin, you should first deploy a plugin. Taking the open-source database management platform Bytebase as an example, you can deploy your Bytebase service with one click using Docker and access it at http://127.0.0.1:5678. More details can be found at https://github.com/bytebase/bytebase.
```bash
docker run --init \
--name bytebase \
--platform linux/amd64 \
--restart always \
--publish 5678:8080 \
--health-cmd "curl --fail http://localhost:5678/healthz || exit 1" \
--health-interval 5m \
--health-timeout 60s \
--volume ~/.bytebase/data:/var/opt/bytebase \
bytebase/bytebase:2.2.0 \
--data /var/opt/bytebase \
--port 8080
```
Note: If your machine's CPU architecture is `ARM`, please use `--platform linux/arm64` instead.
- Select the plugin on DB-GPT（All built-in plugins are from our repository: https://github.com/csunny/DB-GPT-Plugins），choose DB-GPT-Bytebase-Plugin.
Supporting functions include creating projects, creating environments, creating database instances, creating databases, database DDL/DML operations, and ticket approval process, etc.
- More detail see: [DB-DASHBOARD](https://github.com/eosphoros-ai/DB-GPT-Plugins/blob/main/src/dbgpt_plugins/Readme.md)