dbgpt7.0标准部署以及进阶部署
openai方式部署（代理模型只要符合openai接口协议就行）
拉镜像
python
docker pull eosphorosai/dbgpt-openai:latest启动容器
官方为了快速启动，采用SILICONFLOW。要去搞个key。 怎么配置本地的？下面完全按照本地的方式搞。
python
docker run -it --rm -e SILICONFLOW_API_KEY=${SILICONFLOW_API_KEY} \
-p 5670:5670 --name dbgpt eosphorosai/dbgpt-openai访问dbgpt
GPU本地启动（NPU要自己打镜像）
声明
模型为Qwen2.5-Coder-0.5B-Instruct
词向量模型为bge-large-zh-v1.5
可以根据需要自行更改，并不是唯一的。
同时本文均采用huggingface的方式部署，各大平台都有提供镜像网站，为防止不必要麻烦不粘贴链接，自行搜索。
安装环境
python
apt-get install git git-lfs
mkdir -p ./models
cd ./models
git lfs install
git clone https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct
git clone https://huggingface.co/BAAI/bge-large-zh-v1.5
cd ..拉镜像
python
docker pull eosphorosai/dbgpt修改配置文件
注意 根据自己的需要修改配置文件，尤其是模型和词向量模型
python
[models]
[[models.llms]]
name = "Qwen2.5-Coder-0.5B-Instruct"
provider = "hf"
# Specify the model path in the local file system
path = "/app/models/Qwen2.5-Coder-0.5B-Instruct"
[[models.embeddings]]
name = "BAAI/bge-large-zh-v1.5"
provider = "hf"
# Specify the model path in the local file system
path = "/app/models/bge-large-zh-v1.5"启动容器
python
docker run --ipc host --gpus all \
-it --rm \
-p 5670:5670 \
-v ./dbgpt-local-gpu.toml:/app/configs/dbgpt-local-gpu.toml \
-v ./models:/app/models \
--name dbgpt \
eosphorosai/dbgpt \
dbgpt start webserver --config /app/configs/dbgpt-local-gpu.toml个性化配置
拉镜像（拉过第二个镜像跳过即可）
python
docker pull eosphorosai/dbgpt个性化代理模型
安装环境
注意：gitclone的模型和词向量模型如果使用代理可跳过相应的步骤
python
apt-get install git git-lfs
mkdir -p ./models
cd ./models
git lfs install
git clone https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct
git clone https://huggingface.co/BAAI/bge-large-zh-v1.5
cd ..修改之前的配置文件，如果是本地参考之前的本地GPU方案。
python
[models]
[[models.llms]]
name = "${env:LLM_MODEL_NAME:-gpt-4o}"
provider = "${env:LLM_MODEL_PROVIDER:-proxy/openai}"
api_base = "${env:OPENAI_API_BASE:-https://api.openai.com/v1}"
api_key = "${env:OPENAI_API_KEY}"
[[models.embeddings]]
name = "${env:EMBEDDING_MODEL_NAME:-text-embedding-3-small}"
provider = "${env:EMBEDDING_MODEL_PROVIDER:-proxy/openai}"
api_url = "${env:EMBEDDING_MODEL_API_URL:-https://api.openai.com/v1/embeddings}"
api_key = "${env:OPENAI_API_KEY}"参考示例（模型代理，词嵌入本地）
python
[models]
[[models.llms]]
name = "deepseek-r1-distill-llama-70b"
provider = "proxy/deepseek"
api_base = "https://dashscope.aliyuncs.com/compatible-mode/v1"
api_key = "填写你自己的"
[[models.embeddings]]
name = "BAAI/bge-large-zh-v1.5"
provider = "hf"
path = "/app/models/bge-large-zh-v1.5"使用其他sql库（以mysql数据库为例子）
在你的没有mysql数据库运行下列语句
python
CREATE
DATABASE IF NOT EXISTS dbgpt7;
use dbgpt7;
-- For alembic migration tool
CREATE TABLE IF NOT EXISTS `alembic_version`
(
version_num VARCHAR(32) NOT NULL,
CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
) DEFAULT CHARSET=utf8mb4 ;
CREATE TABLE IF NOT EXISTS `knowledge_space`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
`name` varchar(100) NOT NULL COMMENT 'knowledge space name',
`vector_type` varchar(50) NOT NULL COMMENT 'vector type',
`domain_type` varchar(50) NOT NULL COMMENT 'domain type',
`desc` varchar(500) NOT NULL COMMENT 'description',
`owner` varchar(100) DEFAULT NULL COMMENT 'owner',
`context` TEXT DEFAULT NULL COMMENT 'context argument',
`gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
PRIMARY KEY (`id`),
KEY `idx_name` (`name`) COMMENT 'index:idx_name'
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
CREATE TABLE IF NOT EXISTS `knowledge_document`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
`doc_name` varchar(100) NOT NULL COMMENT 'document path name',
`doc_type` varchar(50) NOT NULL COMMENT 'doc type',
`doc_token` varchar(100) NULL COMMENT 'doc token',
`space` varchar(50) NOT NULL COMMENT 'knowledge space',
`chunk_size` int NOT NULL COMMENT 'chunk size',
`last_sync` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
`status` varchar(50) NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
`content` LONGTEXT NOT NULL COMMENT 'knowledge embedding sync result',
`result` TEXT NULL COMMENT 'knowledge content',
`questions` TEXT NULL COMMENT 'document related questions',
`vector_ids` LONGTEXT NULL COMMENT 'vector_ids',
`summary` LONGTEXT NULL COMMENT 'knowledge summary',
`gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
PRIMARY KEY (`id`),
KEY `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
CREATE TABLE IF NOT EXISTS `document_chunk`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
`doc_name` varchar(100) NOT NULL COMMENT 'document path name',
`doc_type` varchar(50) NOT NULL COMMENT 'doc type',
`document_id` int NOT NULL COMMENT 'document parent id',
`content` longtext NOT NULL COMMENT 'chunk content',
`questions` text NULL COMMENT 'chunk related questions',
`meta_info` text NOT NULL COMMENT 'metadata info',
`gmt_created` timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
PRIMARY KEY (`id`),
KEY `idx_document_id` (`document_id`) COMMENT 'index:document_id'
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
CREATE TABLE IF NOT EXISTS `connect_config`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`db_type` varchar(255) NOT NULL COMMENT 'db type',
`db_name` varchar(255) NOT NULL COMMENT 'db name',
`db_path` varchar(255) DEFAULT NULL COMMENT 'file db path',
`db_host` varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
`db_port` varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
`db_user` varchar(255) DEFAULT NULL COMMENT 'db user',
`db_pwd` varchar(255) DEFAULT NULL COMMENT 'db password',
`comment` text COMMENT 'db comment',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`user_name` varchar(255) DEFAULT NULL COMMENT 'user name',
`user_id` varchar(255) DEFAULT NULL COMMENT 'user id',
`gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
`gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
`ext_config` text COMMENT 'Extended configuration, json format',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_db` (`db_name`),
KEY `idx_q_db_type` (`db_type`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
CREATE TABLE IF NOT EXISTS `chat_history`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`conv_uid` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
`chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
`summary` longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
`user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
`messages` text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
`message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
`app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
UNIQUE KEY `conv_uid` (`conv_uid`),
PRIMARY KEY (`id`),
KEY `idx_chat_his_app_code` (`app_code`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
CREATE TABLE IF NOT EXISTS `chat_history_message`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`conv_uid` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
`index` int NOT NULL COMMENT 'Message index',
`round_index` int NOT NULL COMMENT 'Round of conversation',
`message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
`gmt_created` timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
CREATE TABLE IF NOT EXISTS `chat_feed_back`
(
`id` bigint(20) NOT NULL AUTO_INCREMENT,
`conv_uid` varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
`conv_index` int(4) DEFAULT NULL COMMENT 'Round of conversation',
`score` int(1) DEFAULT NULL COMMENT 'Score of user',
`ques_type` varchar(32) DEFAULT NULL COMMENT 'User question category',
`question` longtext DEFAULT NULL COMMENT 'User question',
`knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
`messages` longtext DEFAULT NULL COMMENT 'The details of user feedback',
`message_id` varchar(255) NULL COMMENT 'Message id',
`feedback_type` varchar(50) NULL COMMENT 'Feedback type like or unlike',
`reason_types` varchar(255) NULL COMMENT 'Feedback reason categories',
`remark` text NULL COMMENT 'Feedback remark',
`user_code` varchar(128) NULL COMMENT 'User code',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`gmt_created` timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
KEY `idx_conv` (`conv_uid`,`conv_index`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
CREATE TABLE IF NOT EXISTS `my_plugin`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`tenant` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
`user_code` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
`user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
`name` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
`file_name` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
`type` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
`version` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
`use_count` int DEFAULT NULL COMMENT 'plugin total use count',
`succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
PRIMARY KEY (`id`),
UNIQUE KEY `name` (`name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
CREATE TABLE IF NOT EXISTS `plugin_hub`
(
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`name` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
`description` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
`author` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
`email` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
`type` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
`version` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
`storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
`storage_url` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
`download_param` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
`gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
`installed` int DEFAULT NULL COMMENT 'plugin already installed count',
PRIMARY KEY (`id`),
UNIQUE KEY `name` (`name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
CREATE TABLE IF NOT EXISTS `prompt_manage`
(
`id` int(11) NOT NULL AUTO_INCREMENT,
`chat_scene` varchar(100) DEFAULT NULL COMMENT 'Chat scene',
`sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
`prompt_type` varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
`prompt_name` varchar(256) DEFAULT NULL COMMENT 'prompt name',
`prompt_code` varchar(256) DEFAULT NULL COMMENT 'prompt code',
`content` longtext COMMENT 'Prompt content',
`input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
`response_schema` text DEFAULT NULL COMMENT 'Prompt response schema',
`model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
`prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
`prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
`prompt_desc` varchar(512) DEFAULT NULL COMMENT 'Prompt description',
`user_code` varchar(128) DEFAULT NULL COMMENT 'User code',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
`gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
PRIMARY KEY (`id`),
UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
KEY `gmt_created_idx` (`gmt_created`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
CREATE TABLE IF NOT EXISTS `gpts_conversations` (
`id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
`user_goal` text NOT NULL COMMENT 'User''s goals content',
`gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
`state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
`max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
`auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
`user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
`sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
`team_mode` varchar(255) NULL COMMENT 'agent team work mode',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
KEY `idx_gpts_name` (`gpts_name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
CREATE TABLE IF NOT EXISTS `gpts_instance` (
`id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
`gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
`resource_db` text COMMENT 'List of structured database names contained in the current gpts',
`resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
`resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
`gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
`gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
`language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
`user_code` varchar(255) NOT NULL COMMENT 'user code',
`sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
`team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
`is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_gpts` (`gpts_name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
CREATE TABLE IF NOT EXISTS `gpts_messages` (
`id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
`sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
`receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
`model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
`rounds` int(11) NOT NULL COMMENT 'dialogue turns',
`is_success` int(4) NULL DEFAULT 0 COMMENT 'agent message is success',
`app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
`app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
`content` text COMMENT 'Content of the speech',
`current_goal` text COMMENT 'The target corresponding to the current message',
`context` text COMMENT 'Current conversation context',
`review_info` text COMMENT 'Current conversation review info',
`action_report` text COMMENT 'Current conversation action report',
`resource_info` text DEFAULT NULL COMMENT 'Current conversation resource info',
`role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
PRIMARY KEY (`id`),
KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
CREATE TABLE IF NOT EXISTS `gpts_plans` (
`id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
`sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
`sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
`sub_task_content` text NOT NULL COMMENT 'subtask content',
`sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
`resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
`rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
`agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
`retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
`max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
`state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
`result` longtext COMMENT 'subtask result',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
-- dbgpt.dbgpt_serve_flow definition
CREATE TABLE IF NOT EXISTS `dbgpt_serve_flow` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
`uid` varchar(128) NOT NULL COMMENT 'Unique id',
`dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
`name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
`flow_data` text COMMENT 'Flow data, JSON format',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
`gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
`flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
`description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
`state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
`error_message` varchar(512) NULL comment 'Error message',
`source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
`source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
`version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
`define_type` varchar(32) null comment 'Flow define type(json or python)',
`label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
`editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
`variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_uid` (`uid`),
KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
KEY `ix_dbgpt_serve_flow_uid` (`uid`),
KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
KEY `ix_dbgpt_serve_flow_name` (`name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
-- dbgpt.dbgpt_serve_file definition
CREATE TABLE IF NOT EXISTS `dbgpt_serve_file` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
`bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
`file_id` varchar(255) NOT NULL COMMENT 'File id',
`file_name` varchar(256) NOT NULL COMMENT 'File name',
`file_size` int DEFAULT NULL COMMENT 'File size',
`storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
`storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
`uri` varchar(512) NOT NULL COMMENT 'File URI',
`custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
`file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
`gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
-- dbgpt.dbgpt_serve_variables definition
CREATE TABLE IF NOT EXISTS `dbgpt_serve_variables` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
`key` varchar(128) NOT NULL COMMENT 'Variable key',
`name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
`label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
`value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
`value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
`category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
`encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
`salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
`scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
`scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
`enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
`description` text DEFAULT NULL COMMENT 'Variable description',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
`gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
PRIMARY KEY (`id`),
KEY `ix_your_table_name_key` (`key`),
KEY `ix_your_table_name_name` (`name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
CREATE TABLE IF NOT EXISTS `dbgpt_serve_model` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
`host` varchar(255) NOT NULL COMMENT 'The model worker host',
`port` int NOT NULL COMMENT 'The model worker port',
`model` varchar(255) NOT NULL COMMENT 'The model name',
`provider` varchar(255) NOT NULL COMMENT 'The model provider',
`worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
`params` text NOT NULL COMMENT 'The model parameters, JSON format',
`enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
`worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
`description` text DEFAULT NULL COMMENT 'The model description',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
`gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
PRIMARY KEY (`id`),
KEY `idx_user_name` (`user_name`),
KEY `idx_sys_code` (`sys_code`),
UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
-- dbgpt.gpts_app definition
CREATE TABLE IF NOT EXISTS `gpts_app` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
`app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
`app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
`language` varchar(100) NOT NULL COMMENT 'gpts language',
`team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
`team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
`user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
`sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
`icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
`published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
`param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
`admins` text DEFAULT NULL COMMENT 'administrator',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_gpts_app` (`app_name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
CREATE TABLE IF NOT EXISTS `gpts_app_collection` (
`id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
`user_code` int(11) NOT NULL COMMENT 'user code',
`sys_code` varchar(255) NULL COMMENT 'system app code',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
PRIMARY KEY (`id`),
KEY `idx_app_code` (`app_code`),
KEY `idx_user_code` (`user_code`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
-- dbgpt.gpts_app_detail definition
CREATE TABLE IF NOT EXISTS `gpts_app_detail` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
`app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
`agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
`node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
`resources` text COMMENT 'Agent bind resource',
`prompt_template` text COMMENT 'Agent bind template',
`llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
`llm_strategy_value` text COMMENT 'Agent use llm strategy value',
`created_at` datetime DEFAULT NULL COMMENT 'create time',
`updated_at` datetime DEFAULT NULL COMMENT 'last update time',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
-- For deploy model cluster of DB-GPT(StorageModelRegistry)
CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
`id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
`model_name` varchar(128) NOT NULL COMMENT 'Model name',
`host` varchar(128) NOT NULL COMMENT 'Host of the model',
`port` int(11) NOT NULL COMMENT 'Port of the model',
`weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
`check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
`healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
`enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
`prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
`last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
`user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
`gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
-- dbgpt.recommend_question definition
CREATE TABLE IF NOT EXISTS `recommend_question` (
`id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
`gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
`app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
`question` text DEFAULT NULL COMMENT 'question',
`user_code` varchar(255) NOT NULL COMMENT 'user code',
`sys_code` varchar(255) NULL COMMENT 'system app code',
`valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
`chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
`params` text DEFAULT NULL COMMENT 'question param',
`is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
PRIMARY KEY (`id`),
KEY `idx_rec_q_app_code` (`app_code`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
-- dbgpt.user_recent_apps definition
CREATE TABLE IF NOT EXISTS `user_recent_apps` (
`id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
`gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
`app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
`last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
`user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
`sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
PRIMARY KEY (`id`),
KEY `idx_user_r_app_code` (`app_code`),
KEY `idx_last_accessed` (`last_accessed`),
KEY `idx_user_code` (`user_code`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
-- dbgpt.dbgpt_serve_dbgpts_my definition
CREATE TABLE IF NOT EXISTS `dbgpt_serve_dbgpts_my` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`name` varchar(255) NOT NULL COMMENT 'plugin name',
`user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
`user_name` varchar(255) DEFAULT NULL COMMENT 'user name',
`file_name` varchar(255) NOT NULL COMMENT 'plugin package file name',
`type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
`version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
`use_count` int DEFAULT NULL COMMENT 'plugin total use count',
`succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
`sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
`gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
`gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
PRIMARY KEY (`id`),
UNIQUE KEY `name` (`name`, `user_name`),
KEY `ix_my_plugin_sys_code` (`sys_code`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
-- dbgpt.dbgpt_serve_dbgpts_hub definition
CREATE TABLE IF NOT EXISTS `dbgpt_serve_dbgpts_hub` (
`id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
`name` varchar(255) NOT NULL COMMENT 'plugin name',
`description` varchar(255) NULL COMMENT 'plugin description',
`author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
`email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
`type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
`version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
`storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
`storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
`download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
`gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
`gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
`installed` int DEFAULT NULL COMMENT 'plugin already installed count',
PRIMARY KEY (`id`),
UNIQUE KEY `name` (`name`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
CREATE
DATABASE IF NOT EXISTS EXAMPLE_1;
use EXAMPLE_1;
CREATE TABLE IF NOT EXISTS `users`
(
`id` int NOT NULL AUTO_INCREMENT,
`username` varchar(50) NOT NULL COMMENT '用户名',
`password` varchar(50) NOT NULL COMMENT '密码',
`email` varchar(50) NOT NULL COMMENT '邮箱',
`phone` varchar(20) DEFAULT NULL COMMENT '电话',
PRIMARY KEY (`id`),
KEY `idx_username` (`username`) COMMENT '索引：按用户名查询'
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
INSERT INTO users (username, password, email, phone)
VALUES ('user_1', 'password_1', '[email protected]', '12345678901');
INSERT INTO users (username, password, email, phone)
VALUES ('user_2', 'password_2', '[email protected]', '12345678902');
INSERT INTO users (username, password, email, phone)
VALUES ('user_3', 'password_3', '[email protected]', '12345678903');
INSERT INTO users (username, password, email, phone)
VALUES ('user_4', 'password_4', '[email protected]', '12345678904');
INSERT INTO users (username, password, email, phone)
VALUES ('user_5', 'password_5', '[email protected]', '12345678905');
INSERT INTO users (username, password, email, phone)
VALUES ('user_6', 'password_6', '[email protected]', '12345678906');
INSERT INTO users (username, password, email, phone)
VALUES ('user_7', 'password_7', '[email protected]', '12345678907');
INSERT INTO users (username, password, email, phone)
VALUES ('user_8', 'password_8', '[email protected]', '12345678908');
INSERT INTO users (username, password, email, phone)
VALUES ('user_9', 'password_9', '[email protected]', '12345678909');
INSERT INTO users (username, password, email, phone)
VALUES ('user_10', 'password_10', '[email protected]', '12345678900');
INSERT INTO users (username, password, email, phone)
VALUES ('user_11', 'password_11', '[email protected]', '12345678901');
INSERT INTO users (username, password, email, phone)
VALUES ('user_12', 'password_12', '[email protected]', '12345678902');
INSERT INTO users (username, password, email, phone)
VALUES ('user_13', 'password_13', '[email protected]', '12345678903');
INSERT INTO users (username, password, email, phone)
VALUES ('user_14', 'password_14', '[email protected]', '12345678904');
INSERT INTO users (username, password, email, phone)
VALUES ('user_15', 'password_15', '[email protected]', '12345678905');
INSERT INTO users (username, password, email, phone)
VALUES ('user_16', 'password_16', '[email protected]', '12345678906');
INSERT INTO users (username, password, email, phone)
VALUES ('user_17', 'password_17', '[email protected]', '12345678907');
INSERT INTO users (username, password, email, phone)
VALUES ('user_18', 'password_18', '[email protected]', '12345678908');
INSERT INTO users (username, password, email, phone)
VALUES ('user_19', 'password_19', '[email protected]', '12345678909');
INSERT INTO users (username, password, email, phone)
VALUES ('user_20', 'password_20', '[email protected]', '12345678900');修改之前的配置文件
python
[service.web.database]
type = "mysql"
host = "localhost"
port = 3306
user = "your_username"
password = "your_password"
database = "dbgpt" rag库配置
python
[rag]
chunk_size = 1000
chunk_overlap = 0
similarity_top_k = 5
similarity_score_threshold = 0.0
max_chunks_once_load = 10
max_threads = 1
rerank_top_k = 3
[rag.storage]
[rag.storage.vector]
type = "chroma"
persist_path = "pilot/data"
[rag.storage.graph]
type = "tugraph"
host = "127.0.0.1"
port = 7687
username = "admin"
password = "73@TuGraph"启动成功后的验证
