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import { CodeGroup } from '@/app/components/develop/code.tsx' | |
import { Row, Col, Properties, Property, Heading, SubProperty, Paragraph } from '@/app/components/develop/md.tsx' | |
# 知识库 API | |
<div> | |
### 鉴权 | |
Dify Service API 使用 `API-Key` 进行鉴权。 | |
建议开发者把 `API-Key` 放在后端存储,而非分享或者放在客户端存储,以免 `API-Key` 泄露,导致财产损失。 | |
所有 API 请求都应在 **`Authorization`** HTTP Header 中包含您的 `API-Key`,如下所示: | |
<CodeGroup title="Code"> | |
```javascript | |
Authorization: Bearer {API_KEY} | |
``` | |
</CodeGroup> | |
</div> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/document/create-by-text' | |
method='POST' | |
title='通过文本创建文档' | |
name='#create-by-text' | |
/> | |
<Row> | |
<Col> | |
此接口基于已存在知识库,在此知识库的基础上通过文本创建新的文档 | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='name' type='string' key='name'> | |
文档名称 | |
</Property> | |
<Property name='text' type='string' key='text'> | |
文档内容 | |
</Property> | |
<Property name='indexing_technique' type='string' key='indexing_technique'> | |
索引方式 | |
- <code>high_quality</code> 高质量:使用 embedding 模型进行嵌入,构建为向量数据库索引 | |
- <code>economy</code> 经济:使用 keyword table index 的倒排索引进行构建 | |
</Property> | |
<Property name='process_rule' type='object' key='process_rule'> | |
处理规则 | |
- <code>mode</code> (string) 清洗、分段模式 ,automatic 自动 / custom 自定义 | |
- <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | |
- <code>pre_processing_rules</code> (array[object]) 预处理规则 | |
- <code>id</code> (string) 预处理规则的唯一标识符 | |
- 枚举: | |
- <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | |
- <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | |
- <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | |
- <code>segmentation</code> (object) 分段规则 | |
- <code>separator</code> 自定义分段标识符,目前仅允许设置一个分隔符。默认为 \n | |
- <code>max_tokens</code> 最大长度(token)默认为 1000 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/document/create-by-text" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "text","text": "text","indexing_technique": "high_quality","process_rule": {"mode": "automatic"}}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-text' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' \ | |
--data-raw '{ | |
"name": "text", | |
"text": "text", | |
"indexing_technique": "high_quality", | |
"process_rule": { | |
"mode": "automatic" | |
} | |
}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"document": { | |
"id": "", | |
"position": 1, | |
"data_source_type": "upload_file", | |
"data_source_info": { | |
"upload_file_id": "" | |
}, | |
"dataset_process_rule_id": "", | |
"name": "text.txt", | |
"created_from": "api", | |
"created_by": "", | |
"created_at": 1695690280, | |
"tokens": 0, | |
"indexing_status": "waiting", | |
"error": null, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"archived": false, | |
"display_status": "queuing", | |
"word_count": 0, | |
"hit_count": 0, | |
"doc_form": "text_model" | |
}, | |
"batch": "" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/document/create-by-file' | |
method='POST' | |
title='通过文件创建文档 ' | |
name='#create-by-file' | |
/> | |
<Row> | |
<Col> | |
此接口基于已存在知识库,在此知识库的基础上通过文件创建新的文档 | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='data' type='multipart/form-data json string' key='data'> | |
- <code>original_document_id</code> 源文档 ID(选填) | |
- 用于重新上传文档或修改文档清洗、分段配置,缺失的信息从源文档复制 | |
- 源文档不可为归档的文档 | |
- 当传入 <code>original_document_id</code> 时,代表文档进行更新操作,<code>process_rule</code> 为可填项目,不填默认使用源文档的分段方式 | |
- 未传入 <code>original_document_id</code> 时,代表文档进行新增操作,<code>process_rule</code> 为必填 | |
- <code>indexing_technique</code> 索引方式 | |
- <code>high_quality</code> 高质量:使用 embedding 模型进行嵌入,构建为向量数据库索引 | |
- <code>economy</code> 经济:使用 keyword table index 的倒排索引进行构建 | |
- <code>process_rule</code> 处理规则 | |
- <code>mode</code> (string) 清洗、分段模式 ,automatic 自动 / custom 自定义 | |
- <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | |
- <code>pre_processing_rules</code> (array[object]) 预处理规则 | |
- <code>id</code> (string) 预处理规则的唯一标识符 | |
- 枚举: | |
- <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | |
- <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | |
- <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | |
- <code>segmentation</code> (object) 分段规则 | |
- <code>separator</code> 自定义分段标识符,目前仅允许设置一个分隔符。默认为 \n | |
- <code>max_tokens</code> 最大长度(token)默认为 1000 | |
</Property> | |
<Property name='file' type='multipart/form-data' key='file'> | |
需要上传的文件。 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/document/create-by-file" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-file' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ | |
--form 'file=@"/path/to/file"' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"document": { | |
"id": "", | |
"position": 1, | |
"data_source_type": "upload_file", | |
"data_source_info": { | |
"upload_file_id": "" | |
}, | |
"dataset_process_rule_id": "", | |
"name": "Dify.txt", | |
"created_from": "api", | |
"created_by": "", | |
"created_at": 1695308667, | |
"tokens": 0, | |
"indexing_status": "waiting", | |
"error": null, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"archived": false, | |
"display_status": "queuing", | |
"word_count": 0, | |
"hit_count": 0, | |
"doc_form": "text_model" | |
}, | |
"batch": "" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets' | |
method='POST' | |
title='创建空知识库' | |
name='#create_empty_dataset' | |
/> | |
<Row> | |
<Col> | |
### Request Body | |
<Properties> | |
<Property name='name' type='string' key='name'> | |
知识库名称(必填) | |
</Property> | |
<Property name='description' type='string' key='description'> | |
知识库描述(选填) | |
</Property> | |
<Property name='indexing_technique' type='string' key='indexing_technique'> | |
索引模式(选填,建议填写) | |
- <code>high_quality</code> 高质量 | |
- <code>economy</code> 经济 | |
</Property> | |
<Property name='permission' type='string' key='permission'> | |
权限(选填,默认 only_me) | |
- <code>only_me</code> 仅自己 | |
- <code>all_team_members</code> 所有团队成员 | |
- <code>partial_members</code> 部分团队成员 | |
</Property> | |
<Property name='provider' type='string' key='provider'> | |
Provider(选填,默认 vendor) | |
- <code>vendor</code> 上传文件 | |
- <code>external</code> 外部知识库 | |
</Property> | |
<Property name='external_knowledge_api_id' type='str' key='external_knowledge_api_id'> | |
外部知识库 API_ID(选填) | |
</Property> | |
<Property name='external_knowledge_id' type='str' key='external_knowledge_id'> | |
外部知识库 ID(选填) | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name", "permission": "only_me"}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' \ | |
--data-raw '{ | |
"name": "name", | |
"permission": "only_me" | |
}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"id": "", | |
"name": "name", | |
"description": null, | |
"provider": "vendor", | |
"permission": "only_me", | |
"data_source_type": null, | |
"indexing_technique": null, | |
"app_count": 0, | |
"document_count": 0, | |
"word_count": 0, | |
"created_by": "", | |
"created_at": 1695636173, | |
"updated_by": "", | |
"updated_at": 1695636173, | |
"embedding_model": null, | |
"embedding_model_provider": null, | |
"embedding_available": null | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets' | |
method='GET' | |
title='知识库列表' | |
name='#dataset_list' | |
/> | |
<Row> | |
<Col> | |
### Query | |
<Properties> | |
<Property name='page' type='string' key='page'> | |
页码 | |
</Property> | |
<Property name='limit' type='string' key='limit'> | |
返回条数,默认 20,范围 1-100 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets" | |
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \\\n--header 'Authorization: Bearer {api_key}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \ | |
--header 'Authorization: Bearer {api_key}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"data": [ | |
{ | |
"id": "", | |
"name": "知识库名称", | |
"description": "描述信息", | |
"permission": "only_me", | |
"data_source_type": "upload_file", | |
"indexing_technique": "", | |
"app_count": 2, | |
"document_count": 10, | |
"word_count": 1200, | |
"created_by": "", | |
"created_at": "", | |
"updated_by": "", | |
"updated_at": "" | |
}, | |
... | |
], | |
"has_more": true, | |
"limit": 20, | |
"total": 50, | |
"page": 1 | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}' | |
method='DELETE' | |
title='删除知识库' | |
name='#delete_dataset' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="DELETE" | |
label="/datasets/{dataset_id}" | |
targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}' \\\n--header 'Authorization: Bearer {api_key}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}' \ | |
--header 'Authorization: Bearer {api_key}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```text {{ title: 'Response' }} | |
204 No Content | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}/update-by-text' | |
method='POST' | |
title='通过文本更新文档 ' | |
name='#update-by-text' | |
/> | |
<Row> | |
<Col> | |
此接口基于已存在知识库,在此知识库的基础上通过文本更新文档 | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='name' type='string' key='name'> | |
文档名称(选填) | |
</Property> | |
<Property name='text' type='string' key='text'> | |
文档内容(选填) | |
</Property> | |
<Property name='process_rule' type='object' key='process_rule'> | |
处理规则(选填) | |
- <code>mode</code> (string) 清洗、分段模式 ,automatic 自动 / custom 自定义 | |
- <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | |
- <code>pre_processing_rules</code> (array[object]) 预处理规则 | |
- <code>id</code> (string) 预处理规则的唯一标识符 | |
- 枚举: | |
- <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | |
- <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | |
- <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | |
- <code>segmentation</code> (object) 分段规则 | |
- <code>separator</code> 自定义分段标识符,目前仅允许设置一个分隔符。默认为 \n | |
- <code>max_tokens</code> 最大长度(token)默认为 1000 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/documents/{document_id}/update-by-text" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name","text": "text"}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-text' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' \ | |
--data-raw '{ | |
"name": "name", | |
"text": "text" | |
}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"document": { | |
"id": "", | |
"position": 1, | |
"data_source_type": "upload_file", | |
"data_source_info": { | |
"upload_file_id": "" | |
}, | |
"dataset_process_rule_id": "", | |
"name": "name.txt", | |
"created_from": "api", | |
"created_by": "", | |
"created_at": 1695308667, | |
"tokens": 0, | |
"indexing_status": "waiting", | |
"error": null, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"archived": false, | |
"display_status": "queuing", | |
"word_count": 0, | |
"hit_count": 0, | |
"doc_form": "text_model" | |
}, | |
"batch": "" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}/update-by-file' | |
method='POST' | |
title='通过文件更新文档 ' | |
name='#update-by-file' | |
/> | |
<Row> | |
<Col> | |
此接口基于已存在知识库,在此知识库的基础上通过文件更新文档的操作。 | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='name' type='string' key='name'> | |
文档名称(选填) | |
</Property> | |
<Property name='file' type='multipart/form-data' key='file'> | |
需要上传的文件 | |
</Property> | |
<Property name='process_rule' type='object' key='process_rule'> | |
处理规则(选填) | |
- <code>mode</code> (string) 清洗、分段模式 ,automatic 自动 / custom 自定义 | |
- <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | |
- <code>pre_processing_rules</code> (array[object]) 预处理规则 | |
- <code>id</code> (string) 预处理规则的唯一标识符 | |
- 枚举: | |
- <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | |
- <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | |
- <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | |
- <code>segmentation</code> (object) 分段规则 | |
- <code>separator</code> 自定义分段标识符,目前仅允许设置一个分隔符。默认为 \n | |
- <code>max_tokens</code> 最大长度(token)默认为 1000 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/documents/{document_id}/update-by-file" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"name":"Dify","indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-file' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ | |
--form 'file=@"/path/to/file"' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"document": { | |
"id": "", | |
"position": 1, | |
"data_source_type": "upload_file", | |
"data_source_info": { | |
"upload_file_id": "" | |
}, | |
"dataset_process_rule_id": "", | |
"name": "Dify.txt", | |
"created_from": "api", | |
"created_by": "", | |
"created_at": 1695308667, | |
"tokens": 0, | |
"indexing_status": "waiting", | |
"error": null, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"archived": false, | |
"display_status": "queuing", | |
"word_count": 0, | |
"hit_count": 0, | |
"doc_form": "text_model" | |
}, | |
"batch": "20230921150427533684" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{batch}/indexing-status' | |
method='GET' | |
title='获取文档嵌入状态(进度)' | |
name='#indexing_status' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='batch' type='string' key='batch'> | |
上传文档的批次号 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="GET" | |
label="/datasets/{dataset_id}/documents/{batch}/indexing-status" | |
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \\\n--header 'Authorization: Bearer {api_key}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"data":[{ | |
"id": "", | |
"indexing_status": "indexing", | |
"processing_started_at": 1681623462.0, | |
"parsing_completed_at": 1681623462.0, | |
"cleaning_completed_at": 1681623462.0, | |
"splitting_completed_at": 1681623462.0, | |
"completed_at": null, | |
"paused_at": null, | |
"error": null, | |
"stopped_at": null, | |
"completed_segments": 24, | |
"total_segments": 100 | |
}] | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}' | |
method='DELETE' | |
title='删除文档' | |
name='#delete_document' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="DELETE" | |
label="/datasets/{dataset_id}/documents/{document_id}" | |
targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \\\n--header 'Authorization: Bearer {api_key}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"result": "success" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents' | |
method='GET' | |
title='知识库文档列表' | |
name='#dataset_document_list' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
</Properties> | |
### Query | |
<Properties> | |
<Property name='keyword' type='string' key='keyword'> | |
搜索关键词,可选,目前仅搜索文档名称 | |
</Property> | |
<Property name='page' type='string' key='page'> | |
页码,可选 | |
</Property> | |
<Property name='limit' type='string' key='limit'> | |
返回条数,可选,默认 20,范围 1-100 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="GET" | |
label="/datasets/{dataset_id}/documents" | |
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \\\n--header 'Authorization: Bearer {api_key}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"data": [ | |
{ | |
"id": "", | |
"position": 1, | |
"data_source_type": "file_upload", | |
"data_source_info": null, | |
"dataset_process_rule_id": null, | |
"name": "dify", | |
"created_from": "", | |
"created_by": "", | |
"created_at": 1681623639, | |
"tokens": 0, | |
"indexing_status": "waiting", | |
"error": null, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"archived": false | |
}, | |
], | |
"has_more": false, | |
"limit": 20, | |
"total": 9, | |
"page": 1 | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}/segments' | |
method='POST' | |
title='新增分段' | |
name='#create_new_segment' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='segments' type='object list' key='segments'> | |
- <code>content</code> (text) 文本内容/问题内容,必填 | |
- <code>answer</code> (text) 答案内容,非必填,如果知识库的模式为 Q&A 模式则传值 | |
- <code>keywords</code> (list) 关键字,非必填 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/documents/{document_id}/segments" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"segments": [{"content": "1","answer": "1","keywords": ["a"]}]}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' \ | |
--data-raw '{ | |
"segments": [ | |
{ | |
"content": "1", | |
"answer": "1", | |
"keywords": ["a"] | |
} | |
] | |
}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"data": [{ | |
"id": "", | |
"position": 1, | |
"document_id": "", | |
"content": "1", | |
"answer": "1", | |
"word_count": 25, | |
"tokens": 0, | |
"keywords": [ | |
"a" | |
], | |
"index_node_id": "", | |
"index_node_hash": "", | |
"hit_count": 0, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"status": "completed", | |
"created_by": "", | |
"created_at": 1695312007, | |
"indexing_at": 1695312007, | |
"completed_at": 1695312007, | |
"error": null, | |
"stopped_at": null | |
}], | |
"doc_form": "text_model" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}/segments' | |
method='GET' | |
title='查询文档分段' | |
name='#get_segment' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
</Properties> | |
### Query | |
<Properties> | |
<Property name='keyword' type='string' key='keyword'> | |
搜索关键词,可选 | |
</Property> | |
<Property name='status' type='string' key='status'> | |
搜索状态,completed | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="GET" | |
label="/datasets/{dataset_id}/documents/{document_id}/segments" | |
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"data": [{ | |
"id": "", | |
"position": 1, | |
"document_id": "", | |
"content": "1", | |
"answer": "1", | |
"word_count": 25, | |
"tokens": 0, | |
"keywords": [ | |
"a" | |
], | |
"index_node_id": "", | |
"index_node_hash": "", | |
"hit_count": 0, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"status": "completed", | |
"created_by": "", | |
"created_at": 1695312007, | |
"indexing_at": 1695312007, | |
"completed_at": 1695312007, | |
"error": null, | |
"stopped_at": null | |
}], | |
"doc_form": "text_model" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' | |
method='DELETE' | |
title='删除文档分段' | |
name='#delete_segment' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
<Property name='segment_id' type='string' key='segment_id'> | |
文档分段ID | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="DELETE" | |
label="/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}" | |
targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"result": "success" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' | |
method='POST' | |
title='更新文档分段' | |
name='#update_segment' | |
/> | |
<Row> | |
<Col> | |
### POST | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
<Property name='document_id' type='string' key='document_id'> | |
文档 ID | |
</Property> | |
<Property name='segment_id' type='string' key='segment_id'> | |
文档分段ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='segment' type='object' key='segment'> | |
- <code>content</code> (text) 文本内容/问题内容,必填 | |
- <code>answer</code> (text) 答案内容,非必填,如果知识库的模式为 Q&A 模式则传值 | |
- <code>keywords</code> (list) 关键字,非必填 | |
- <code>enabled</code> (bool) false/true,非必填 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}" | |
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'\\\n--data-raw '{\"segment\": {\"content\": \"1\",\"answer\": \"1\", \"keywords\": [\"a\"], \"enabled\": false}}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' \ | |
--data-raw '{ | |
"segment": { | |
"content": "1", | |
"answer": "1", | |
"keywords": ["a"], | |
"enabled": false | |
} | |
}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"data": [{ | |
"id": "", | |
"position": 1, | |
"document_id": "", | |
"content": "1", | |
"answer": "1", | |
"word_count": 25, | |
"tokens": 0, | |
"keywords": [ | |
"a" | |
], | |
"index_node_id": "", | |
"index_node_hash": "", | |
"hit_count": 0, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"status": "completed", | |
"created_by": "", | |
"created_at": 1695312007, | |
"indexing_at": 1695312007, | |
"completed_at": 1695312007, | |
"error": null, | |
"stopped_at": null | |
}], | |
"doc_form": "text_model" | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Heading | |
url='/datasets/{dataset_id}/retrieve' | |
method='POST' | |
title='检索知识库' | |
name='#dataset_retrieval' | |
/> | |
<Row> | |
<Col> | |
### Path | |
<Properties> | |
<Property name='dataset_id' type='string' key='dataset_id'> | |
知识库 ID | |
</Property> | |
</Properties> | |
### Request Body | |
<Properties> | |
<Property name='query' type='string' key='query'> | |
检索关键词 | |
</Property> | |
<Property name='retrieval_model' type='object' key='retrieval_model'> | |
检索参数(选填,如不填,按照默认方式召回) | |
- <code>search_method</code> (text) 检索方法:以下三个关键字之一,必填 | |
- <code>keyword_search</code> 关键字检索 | |
- <code>semantic_search</code> 语义检索 | |
- <code>full_text_search</code> 全文检索 | |
- <code>hybrid_search</code> 混合检索 | |
- <code>reranking_enable</code> (bool) 是否启用 Reranking,非必填,如果检索模式为 semantic_search 模式或者 hybrid_search 则传值 | |
- <code>reranking_mode</code> (object) Rerank模型配置,非必填,如果启用了 reranking 则传值 | |
- <code>reranking_provider_name</code> (string) Rerank 模型提供商 | |
- <code>reranking_model_name</code> (string) Rerank 模型名称 | |
- <code>weights</code> (double) 混合检索模式下语意检索的权重设置 | |
- <code>top_k</code> (integer) 返回结果数量,非必填 | |
- <code>score_threshold_enabled</code> (bool) 是否开启 score 阈值 | |
- <code>score_threshold</code> (double) Score 阈值 | |
</Property> | |
<Property name='external_retrieval_model' type='object' key='external_retrieval_model'> | |
未启用字段 | |
</Property> | |
</Properties> | |
</Col> | |
<Col sticky> | |
<CodeGroup | |
title="Request" | |
tag="POST" | |
label="/datasets/{dataset_id}/retrieve" | |
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/retrieve' \\\n--header 'Authorization: Bearer {api_key}'\\\n--header 'Content-Type: application/json'\\\n--data-raw '{ | |
"query": "test", | |
"retrieval_model": { | |
"search_method": "keyword_search", | |
"reranking_enable": false, | |
"reranking_mode": null, | |
"reranking_model": { | |
"reranking_provider_name": "", | |
"reranking_model_name": "" | |
}, | |
"weights": null, | |
"top_k": 1, | |
"score_threshold_enabled": false, | |
"score_threshold": null | |
} | |
}'`} | |
> | |
```bash {{ title: 'cURL' }} | |
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/retrieve' \ | |
--header 'Authorization: Bearer {api_key}' \ | |
--header 'Content-Type: application/json' \ | |
--data-raw '{ | |
"query": "test", | |
"retrieval_model": { | |
"search_method": "keyword_search", | |
"reranking_enable": false, | |
"reranking_mode": null, | |
"reranking_model": { | |
"reranking_provider_name": "", | |
"reranking_model_name": "" | |
}, | |
"weights": null, | |
"top_k": 2, | |
"score_threshold_enabled": false, | |
"score_threshold": null | |
} | |
}' | |
``` | |
</CodeGroup> | |
<CodeGroup title="Response"> | |
```json {{ title: 'Response' }} | |
{ | |
"query": { | |
"content": "test" | |
}, | |
"records": [ | |
{ | |
"segment": { | |
"id": "7fa6f24f-8679-48b3-bc9d-bdf28d73f218", | |
"position": 1, | |
"document_id": "a8c6c36f-9f5d-4d7a-8472-f5d7b75d71d2", | |
"content": "Operation guide", | |
"answer": null, | |
"word_count": 847, | |
"tokens": 280, | |
"keywords": [ | |
"install", | |
"java", | |
"base", | |
"scripts", | |
"jdk", | |
"manual", | |
"internal", | |
"opens", | |
"add", | |
"vmoptions" | |
], | |
"index_node_id": "39dd8443-d960-45a8-bb46-7275ad7fbc8e", | |
"index_node_hash": "0189157697b3c6a418ccf8264a09699f25858975578f3467c76d6bfc94df1d73", | |
"hit_count": 0, | |
"enabled": true, | |
"disabled_at": null, | |
"disabled_by": null, | |
"status": "completed", | |
"created_by": "dbcb1ab5-90c8-41a7-8b78-73b235eb6f6f", | |
"created_at": 1728734540, | |
"indexing_at": 1728734552, | |
"completed_at": 1728734584, | |
"error": null, | |
"stopped_at": null, | |
"document": { | |
"id": "a8c6c36f-9f5d-4d7a-8472-f5d7b75d71d2", | |
"data_source_type": "upload_file", | |
"name": "readme.txt", | |
"doc_type": null | |
} | |
}, | |
"score": 3.730463140527718e-05, | |
"tsne_position": null | |
} | |
] | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<hr className='ml-0 mr-0' /> | |
<Row> | |
<Col> | |
### 错误信息 | |
<Properties> | |
<Property name='code' type='string' key='code'> | |
返回的错误代码 | |
</Property> | |
</Properties> | |
<Properties> | |
<Property name='status' type='number' key='status'> | |
返回的错误状态 | |
</Property> | |
</Properties> | |
<Properties> | |
<Property name='message' type='string' key='message'> | |
返回的错误信息 | |
</Property> | |
</Properties> | |
</Col> | |
<Col> | |
<CodeGroup title="Example"> | |
```json {{ title: 'Response' }} | |
{ | |
"code": "no_file_uploaded", | |
"message": "Please upload your file.", | |
"status": 400 | |
} | |
``` | |
</CodeGroup> | |
</Col> | |
</Row> | |
<table className="max-w-auto border-collapse border border-slate-400" style={{ maxWidth: 'none', width: 'auto' }}> | |
<thead style={{ background: '#f9fafc' }}> | |
<tr> | |
<th className="p-2 border border-slate-300">code</th> | |
<th className="p-2 border border-slate-300">status</th> | |
<th className="p-2 border border-slate-300">message</th> | |
</tr> | |
</thead> | |
<tbody> | |
<tr> | |
<td className="p-2 border border-slate-300">no_file_uploaded</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">Please upload your file.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">too_many_files</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">Only one file is allowed.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">file_too_large</td> | |
<td className="p-2 border border-slate-300">413</td> | |
<td className="p-2 border border-slate-300">File size exceeded.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">unsupported_file_type</td> | |
<td className="p-2 border border-slate-300">415</td> | |
<td className="p-2 border border-slate-300">File type not allowed.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">high_quality_dataset_only</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">Current operation only supports 'high-quality' datasets.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">dataset_not_initialized</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">The dataset is still being initialized or indexing. Please wait a moment.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">archived_document_immutable</td> | |
<td className="p-2 border border-slate-300">403</td> | |
<td className="p-2 border border-slate-300">The archived document is not editable.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">dataset_name_duplicate</td> | |
<td className="p-2 border border-slate-300">409</td> | |
<td className="p-2 border border-slate-300">The dataset name already exists. Please modify your dataset name.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">invalid_action</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">Invalid action.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">document_already_finished</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">The document has been processed. Please refresh the page or go to the document details.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">document_indexing</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">The document is being processed and cannot be edited.</td> | |
</tr> | |
<tr> | |
<td className="p-2 border border-slate-300">invalid_metadata</td> | |
<td className="p-2 border border-slate-300">400</td> | |
<td className="p-2 border border-slate-300">The metadata content is incorrect. Please check and verify.</td> | |
</tr> | |
</tbody> | |
</table> | |
<div className="pb-4" /> | |