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‎README.md‎

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

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