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<img src="./assets/LOGO.png" width="100%" /> <img src="./assets/LOGO.png" width="100%" />
</p> </p>
<div align="center"> <div align="center">
<p> <p>
<a href="https://github.com/eosphoros-ai/DB-GPT"> <a href="https://github.com/eosphoros-ai/DB-GPT">
@@ -73,24 +72,11 @@ In the era of Data 3.0, enterprises and developers can take the ability to creat
![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0) ![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white) ![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
[**Usage Tutorial**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/deploy/deploy.html) [**Usage Tutorial**](http://docs.dbgpt.site/docs/overview)
- [**Install**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/deploy.html) - [**Install**](http://docs.dbgpt.site/docs/installation)
- [**Install Step by Step**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/deploy.html) - [**Quickstart**](http://docs.dbgpt.site/docs/quickstart)
- [**Docker Install**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/docker/docker.html) - [**Application**](http://docs.dbgpt.site/docs/operation_manual)
- [**Docker Compose**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/docker_compose/docker_compose.html) - [**Debugging**](http://docs.dbgpt.site/docs/operation_manual/advanced_tutorial/debugging)
- [**How to Use**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/chatdb/chatdb.html)
- [**ChatData**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/chatdb/chatdb.html)
- [**ChatKnowledge**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/kbqa/kbqa.html)
- [**ChatExcel**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/chatexcel/chatexcel.html)
- [**Dashboard**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/dashboard/dashboard.html)
- [**LLM Management**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/model/model.html)
- [**Chat Agent**](https://db-gpt.readthedocs.io/en/latest/getting_started/application/chatagent/chatagent.html)
- [**How to Deploy LLM**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/cluster/cluster.html)
- [**Standalone**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/cluster/vms/standalone.html)
- [**Cluster**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/cluster/vms/index.html)
- [**vLLM**](https://db-gpt.readthedocs.io/en/latest/getting_started/install/llm/vllm/vllm.html)
- [**How to Debug**](https://db-gpt.readthedocs.io/en/latest/getting_started/observability.html)
- [**FAQ**](https://db-gpt.readthedocs.io/en/latest/getting_started/faq/deploy/deploy_faq.html)
## Features ## Features
@@ -114,61 +100,15 @@ At present, we have introduced several key features to showcase our current capa
- **SMMF(Service-oriented Multi-model Management Framework)** - **SMMF(Service-oriented Multi-model Management Framework)**
We offer extensive model support, including dozens of large language models (LLMs) from both open-source and API agents, such as LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, and many more. We offer extensive model support, including dozens of large language models (LLMs) from both open-source and API agents, such as LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, and many more.
- [Vicuna](https://huggingface.co/Tribbiani/vicuna-13b)
- [vicuna-13b-v1.5](https://huggingface.co/lmsys/vicuna-13b-v1.5)
- [LLama2](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf)
- [baichuan2-13b](https://huggingface.co/baichuan-inc/Baichuan2-13B-Chat)
- [baichuan2-7b](https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat)
- [chatglm-6b](https://huggingface.co/THUDM/chatglm-6b)
- [chatglm2-6b](https://huggingface.co/THUDM/chatglm2-6b)
- [chatglm3-6b](https://huggingface.co/THUDM/chatglm3-6b)
- [falcon-40b](https://huggingface.co/tiiuae/falcon-40b)
- [internlm-chat-7b](https://huggingface.co/internlm/internlm-chat-7b)
- [internlm-chat-20b](https://huggingface.co/internlm/internlm-chat-20b)
- [qwen-7b-chat](https://huggingface.co/Qwen/Qwen-7B-Chat)
- [qwen-14b-chat](https://huggingface.co/Qwen/Qwen-14B-Chat)
- [wizardlm-13b](https://huggingface.co/WizardLM/WizardLM-13B-V1.2)
- [orca-2-7b](https://huggingface.co/microsoft/Orca-2-7b)
- [orca-2-13b](https://huggingface.co/microsoft/Orca-2-13b)
- [openchat_3.5](https://huggingface.co/openchat/openchat_3.5)
- [zephyr-7b-alpha](https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha)
- [mistral-7b-instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)
- [Yi-34B-Chat](https://huggingface.co/01-ai/Yi-34B-Chat)
- Support API Proxy LLMs
- [x] [ChatGPT](https://api.openai.com/)
- [x] [Tongyi](https://www.aliyun.com/product/dashscope)
- [x] [Wenxin](https://cloud.baidu.com/product/wenxinworkshop?track=dingbutonglan)
- [x] [ChatGLM](http://open.bigmodel.cn/)
- [Current Supported LLMs](http://docs.dbgpt.site/docs/modules/smmf)
- **Privacy and Security** - **Privacy and Security**
We ensure the privacy and security of data through the implementation of various technologies, including privatized large models and proxy desensitization. We ensure the privacy and security of data through the implementation of various technologies, including privatized large models and proxy desensitization.
- Support Datasources - Support Datasources
- [Datasources](http://docs.dbgpt.site/docs/modules/connections)
| DataSource | support | Notes |
| ------------------------------------------------------------------------------ | ----------- | ------------------------------------------- |
| [MySQL](https://www.mysql.com/) | Yes | |
| [PostgreSQL](https://www.postgresql.org/) | Yes | |
| [Spark](https://github.com/apache/spark) | Yes | |
| [DuckDB](https://github.com/duckdb/duckdb) | Yes | |
| [Sqlite](https://github.com/sqlite/sqlite) | Yes | |
| [MSSQL](https://github.com/microsoft/mssql-jdbc) | Yes | |
| [ClickHouse](https://github.com/ClickHouse/ClickHouse) | Yes | |
| [Oracle](https://github.com/oracle) | No | TODO |
| [Redis](https://github.com/redis/redis) | No | TODO |
| [MongoDB](https://github.com/mongodb/mongo) | No | TODO |
| [HBase](https://github.com/apache/hbase) | No | TODO |
| [Doris](https://github.com/apache/doris) | No | TODO |
| [DB2](https://github.com/IBM/Db2) | No | TODO |
| [Couchbase](https://github.com/couchbase) | No | TODO |
| [Elasticsearch](https://github.com/elastic/elasticsearch) | No | TODO |
| [OceanBase](https://github.com/OceanBase) | No | TODO |
| [TiDB](https://github.com/pingcap/tidb) | No | TODO |
| [StarRocks](https://github.com/StarRocks/starrocks) | No | TODO |
## Introduction ## Introduction
The architecture of DB-GPT is shown in the following figure: The architecture of DB-GPT is shown in the following figure: