2105 lines
65 KiB
Markdown
2105 lines
65 KiB
Markdown
# WeKnora API 文档
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## 目录
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- [概述](#概述)
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- [基础信息](#基础信息)
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- [认证机制](#认证机制)
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- [错误处理](#错误处理)
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- [API 概览](#api-概览)
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- [API 详细说明](#api-详细说明)
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- [租户管理 API](#租户管理api)
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- [知识库管理 API](#知识库管理api)
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- [知识管理 API](#知识管理api)
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- [模型管理 API](#模型管理api)
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- [分块管理 API](#分块管理api)
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- [会话管理 API](#会话管理api)
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- [聊天功能 API](#聊天功能api)
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- [消息管理 API](#消息管理api)
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- [评估功能 API](#评估功能api)
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## 概述
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WeKnora 提供了一系列 RESTful API，用于创建和管理知识库、检索知识，以及进行基于知识的问答。本文档详细描述了这些 API 的使用方式。
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## 基础信息
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- **基础 URL**: `/api/v1`
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- **响应格式**: JSON
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- **认证方式**: API Key
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## 认证机制
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所有 API 请求需要在 HTTP 请求头中包含 `X-API-Key` 进行身份认证：
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```
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X-API-Key: your_api_key
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```
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为便于问题追踪和调试，建议每个请求的 HTTP 请求头中添加 `X-Request-ID`：
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```
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X-Request-ID: unique_request_id
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```
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### 获取 API Key
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获取 API Key 有以下方式：
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**创建租户时获取**：通过 `POST /api/v1/tenants` 接口创建新租户时，响应中会自动返回生成的 API Key。
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请妥善保管您的 API Key，避免泄露。API Key 代表您的账户身份，拥有完整的 API 访问权限。
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## 错误处理
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所有 API 使用标准的 HTTP 状态码表示请求状态，并返回统一的错误响应格式：
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```json
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{
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"success": false,
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"error": {
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"code": "错误代码",
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"message": "错误信息",
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"details": "错误详情"
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}
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}
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```
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## API 概览
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WeKnora API 按功能分为以下几类：
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1. **租户管理**：创建和管理租户账户
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2. **知识库管理**：创建、查询和管理知识库
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3. **知识管理**：上传、检索和管理知识内容
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4. **模型管理**：配置和管理各种AI模型
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5. **分块管理**：管理知识的分块内容
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6. **会话管理**：创建和管理对话会话
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7. **聊天功能**：基于知识库进行问答
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8. **消息管理**：获取和管理对话消息
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9. **评估功能**：评估模型性能
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## API 详细说明
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以下是每个API的详细说明和示例。
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### 租户管理API
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| 方法 | 路径 | 描述 |
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| ------ | -------------- | --------------------- |
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| POST | `/tenants` | 创建新租户 |
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| GET | `/tenants/:id` | 获取指定租户信息 |
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| PUT | `/tenants/:id` | 更新租户信息 |
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| DELETE | `/tenants/:id` | 删除租户 |
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| GET | `/tenants` | 获取租户列表 |
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#### POST `/tenants` - 创建新租户
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**请求**:
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```curl
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curl --location 'http://localhost:8080/api/v1/tenants' \
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--header 'Content-Type: application/json' \
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--data '{
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"name": "weknora",
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"description": "weknora tenants",
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"business": "wechat",
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"retriever_engines": {
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"engines": [
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{
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"retriever_type": "keywords",
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"retriever_engine_type": "postgres"
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},
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{
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"retriever_type": "vector",
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"retriever_engine_type": "postgres"
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}
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]
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}
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}'
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```
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**响应**:
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```json
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{
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"data": {
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"id": 10000,
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"name": "weknora",
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"description": "weknora tenants",
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"api_key": "sk-aaLRAgvCRJcmtiL2vLMeB1FB5UV0Q-qB7DlTE1pJ9KA93XZG",
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"status": "active",
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"retriever_engines": {
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"engines": [
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "keywords"
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},
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "vector"
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}
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]
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},
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"business": "wechat",
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"storage_quota": 10737418240,
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"storage_used": 0,
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"created_at": "2025-08-11T20:37:28.396980093+08:00",
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"updated_at": "2025-08-11T20:37:28.396980301+08:00",
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"deleted_at": null
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},
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"success": true
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}
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```
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#### GET `/tenants/:id` - 获取指定租户信息
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**请求**:
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```curl
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curl --location 'http://localhost:8080/api/v1/tenants/10000' \
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--header 'Content-Type: application/json' \
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--header 'X-API-Key: sk-aaLRAgvCRJcmtiL2vLMeB1FB5UV0Q-qB7DlTE1pJ9KA93XZG'
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```
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**响应**:
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```json
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{
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"data": {
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"id": 10000,
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"name": "weknora",
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"description": "weknora tenants",
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"api_key": "sk-aaLRAgvCRJcmtiL2vLMeB1FB5UV0Q-qB7DlTE1pJ9KA93XZG",
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"status": "active",
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"retriever_engines": {
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"engines": [
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "keywords"
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},
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "vector"
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}
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]
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},
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"business": "wechat",
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"storage_quota": 10737418240,
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"storage_used": 0,
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"created_at": "2025-08-11T20:37:28.39698+08:00",
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"updated_at": "2025-08-11T20:37:28.405693+08:00",
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"deleted_at": null
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},
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"success": true
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}
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```
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#### PUT `/tenants/:id` - 更新租户信息
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注意 API Key 会变更
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**请求**:
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```curl
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curl --location --request PUT 'http://localhost:8080/api/v1/tenants/10000' \
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--header 'Content-Type: application/json' \
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--header 'X-API-Key: sk-KREi84yPtahKxMtIMOW-Cxx2dxb9xROpUuDSpi3vbiC1QVDe' \
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--data '{
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"name": "weknora new",
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"description": "weknora tenants new",
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"status": "active",
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"retriever_engines": {
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"engines": [
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "keywords"
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},
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "vector"
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}
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]
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},
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"business": "wechat",
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"storage_quota": 10737418240
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}'
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```
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**响应**:
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```json
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{
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"data": {
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"id": 10000,
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"name": "weknora new",
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"description": "weknora tenants new",
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"api_key": "sk-IKtd9JGV4-aPGQ6RiL8YJu9Vzb3-ae4lgFkjFJZmhvUn2mLu",
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"status": "active",
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"retriever_engines": {
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"engines": [
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "keywords"
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},
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "vector"
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}
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]
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},
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"business": "wechat",
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"storage_quota": 10737418240,
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"storage_used": 0,
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"created_at": "0001-01-01T00:00:00Z",
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"updated_at": "2025-08-11T20:49:02.13421034+08:00",
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"deleted_at": null
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},
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"success": true
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}
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```
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#### DELETE `/tenants/:id` - 删除租户
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**请求**:
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```curl
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curl --location --request DELETE 'http://localhost:8080/api/v1/tenants/10000' \
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--header 'Content-Type: application/json' \
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--header 'X-API-Key: sk-IKtd9JGV4-aPGQ6RiL8YJu9Vzb3-ae4lgFkjFJZmhvUn2mLu'
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```
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**响应**:
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```json
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{
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"message": "Tenant deleted successfully",
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"success": true
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}
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```
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#### GET `/tenants` - 获取租户列表
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**请求**:
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```curl
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curl --location 'http://localhost:8080/api/v1/tenants' \
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--header 'Content-Type: application/json' \
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--header 'X-API-Key: sk-An7_t_izCKFIJ4iht9Xjcjnj_MC48ILvwezEDki9ScfIa7KA'
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```
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**响应**:
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```json
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{
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"data": {
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"items": [
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{
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"id": 10002,
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"name": "weknora",
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"description": "weknora tenants",
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"api_key": "sk-An7_t_izCKFIJ4iht9Xjcjnj_MC48ILvwezEDki9ScfIa7KA",
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"status": "active",
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"retriever_engines": {
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"engines": [
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "keywords"
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},
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{
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"retriever_engine_type": "postgres",
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"retriever_type": "vector"
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}
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]
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},
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"business": "wechat",
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"storage_quota": 10737418240,
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"storage_used": 0,
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"created_at": "2025-08-11T20:52:58.05679+08:00",
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"updated_at": "2025-08-11T20:52:58.060495+08:00",
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"deleted_at": null
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}
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]
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},
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"success": true
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}
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```
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<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
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### 知识库管理API
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| 方法 | 路径 | 描述 |
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| ------ | ------------------------------------ | ------------------------ |
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| POST | `/knowledge-bases` | 创建知识库 |
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| GET | `/knowledge-bases` | 获取知识库列表 |
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| GET | `/knowledge-bases/:id` | 获取知识库详情 |
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| PUT | `/knowledge-bases/:id` | 更新知识库 |
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| DELETE | `/knowledge-bases/:id` | 删除知识库 |
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| GET | `/knowledge-bases/:id/hybrid-search` | 混合搜索知识库内容 |
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| POST | `/knowledge-bases/copy` | 拷贝知识库 |
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#### POST `/knowledge-bases` - 创建知识库
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**请求**:
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```curl
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curl --location 'http://localhost:8080/api/v1/knowledge-bases' \
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--header 'Content-Type: application/json' \
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--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
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--data '{
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"name": "weknora",
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"description": "weknora description",
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"chunking_config": {
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"chunk_size": 1000,
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"chunk_overlap": 200,
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"separators": [
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"."
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],
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"enable_multimodal": true
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},
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"image_processing_config": {
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"model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e"
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},
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"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
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"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
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"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
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"vlm_model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e",
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"vlm_config": {
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"model_name": "qwen2.5vl:3b",
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"interface_type": "ollama",
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"base_url": "",
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"api_key": ""
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},
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"cos_config": {
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"secret_id": "",
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"secret_key": "",
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"region": "",
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"bucket_name": "",
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"app_id": "",
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"path_prefix": ""
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}
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}'
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```
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**响应**:
|
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|
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```json
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{
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"data": {
|
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"id": "b5829e4a-3845-4624-a7fb-ea3b35e843b0",
|
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"name": "weknora",
|
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"description": "weknora description",
|
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"tenant_id": 1,
|
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"chunking_config": {
|
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"chunk_size": 1000,
|
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"chunk_overlap": 200,
|
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"separators": [
|
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"."
|
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],
|
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"enable_multimodal": true
|
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},
|
||
"image_processing_config": {
|
||
"model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e"
|
||
},
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
|
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"vlm_model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e",
|
||
"vlm_config": {
|
||
"model_name": "qwen2.5vl:3b",
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"interface_type": "ollama"
|
||
},
|
||
"cos_config": {
|
||
"secret_id": "",
|
||
"secret_key": "",
|
||
"region": "",
|
||
"bucket_name": "",
|
||
"app_id": "",
|
||
"path_prefix": ""
|
||
},
|
||
"created_at": "2025-08-12T11:30:09.206238645+08:00",
|
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"updated_at": "2025-08-12T11:30:09.206238854+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/knowledge-bases` - 获取知识库列表
|
||
|
||
**请求**:
|
||
|
||
```curl
|
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curl --location 'http://localhost:8080/api/v1/knowledge-bases' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "kb-00000001",
|
||
"name": "Default Knowledge Base",
|
||
"description": "System Default Knowledge Base",
|
||
"tenant_id": 1,
|
||
"chunking_config": {
|
||
"chunk_size": 1000,
|
||
"chunk_overlap": 200,
|
||
"separators": [
|
||
"\n\n",
|
||
"\n",
|
||
"。",
|
||
"！",
|
||
"？",
|
||
";",
|
||
"；"
|
||
],
|
||
"enable_multimodal": true
|
||
},
|
||
"image_processing_config": {
|
||
"model_id": ""
|
||
},
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
|
||
"vlm_model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e",
|
||
"vlm_config": {
|
||
"model_name": "qwen2.5vl:3b",
|
||
"base_url": "http://host.docker.internal:11435/v1",
|
||
"api_key": "",
|
||
"interface_type": "ollama"
|
||
},
|
||
"cos_config": {
|
||
"secret_id": "",
|
||
"secret_key": "",
|
||
"region": "",
|
||
"bucket_name": "",
|
||
"app_id": "",
|
||
"path_prefix": ""
|
||
},
|
||
"created_at": "2025-08-11T20:10:41.817794+08:00",
|
||
"updated_at": "2025-08-12T11:23:00.593097+08:00",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/knowledge-bases/:id` - 获取知识库详情
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge-bases/kb-00000001' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "kb-00000001",
|
||
"name": "Default Knowledge Base",
|
||
"description": "System Default Knowledge Base",
|
||
"tenant_id": 1,
|
||
"chunking_config": {
|
||
"chunk_size": 1000,
|
||
"chunk_overlap": 200,
|
||
"separators": [
|
||
"\n\n",
|
||
"\n",
|
||
"。",
|
||
"！",
|
||
"？",
|
||
";",
|
||
"；"
|
||
],
|
||
"enable_multimodal": true
|
||
},
|
||
"image_processing_config": {
|
||
"model_id": ""
|
||
},
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
|
||
"vlm_model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e",
|
||
"vlm_config": {
|
||
"model_name": "qwen2.5vl:3b",
|
||
"base_url": "http://host.docker.internal:11435/v1",
|
||
"api_key": "",
|
||
"interface_type": "ollama"
|
||
},
|
||
"cos_config": {
|
||
"secret_id": "",
|
||
"secret_key": "",
|
||
"region": "",
|
||
"bucket_name": "",
|
||
"app_id": "",
|
||
"path_prefix": ""
|
||
},
|
||
"created_at": "2025-08-11T20:10:41.817794+08:00",
|
||
"updated_at": "2025-08-12T11:23:00.593097+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### PUT `/knowledge-bases/:id` - 更新知识库
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request PUT 'http://localhost:8080/api/v1/knowledge-bases/b5829e4a-3845-4624-a7fb-ea3b35e843b0' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--data '{
|
||
"name": "weknora new",
|
||
"description": "weknora description new",
|
||
"config": {
|
||
"chunking_config": {
|
||
"chunk_size": 1000,
|
||
"chunk_overlap": 200,
|
||
"separators": [
|
||
"\n\n",
|
||
"\n",
|
||
"。",
|
||
"！",
|
||
"？",
|
||
";",
|
||
"；"
|
||
],
|
||
"enable_multimodal": true
|
||
},
|
||
"image_processing_config": {
|
||
"model_id": ""
|
||
}
|
||
}
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "b5829e4a-3845-4624-a7fb-ea3b35e843b0",
|
||
"name": "weknora new",
|
||
"description": "weknora description new",
|
||
"tenant_id": 1,
|
||
"chunking_config": {
|
||
"chunk_size": 1000,
|
||
"chunk_overlap": 200,
|
||
"separators": [
|
||
"\n\n",
|
||
"\n",
|
||
"。",
|
||
"！",
|
||
"？",
|
||
";",
|
||
"；"
|
||
],
|
||
"enable_multimodal": true
|
||
},
|
||
"image_processing_config": {
|
||
"model_id": ""
|
||
},
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
|
||
"vlm_model_id": "f2083ad7-63e3-486d-a610-e6c56e58d72e",
|
||
"vlm_config": {
|
||
"model_name": "qwen2.5vl:3b",
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"interface_type": "ollama"
|
||
},
|
||
"cos_config": {
|
||
"secret_id": "",
|
||
"secret_key": "",
|
||
"region": "",
|
||
"bucket_name": "",
|
||
"app_id": "",
|
||
"path_prefix": ""
|
||
},
|
||
"created_at": "2025-08-12T11:30:09.206238+08:00",
|
||
"updated_at": "2025-08-12T11:36:09.083577609+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### DELETE `/knowledge-bases/:id` - 删除知识库
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/knowledge-bases/b5829e4a-3845-4624-a7fb-ea3b35e843b0' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "Knowledge base deleted successfully",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/knowledge-bases/:id/hybrid-search` - 混合搜索知识库内容
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request GET 'http://localhost:8080/api/v1/knowledge-bases/kb-00000001/hybrid-search' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--data '{
|
||
"query_text": "彗星",
|
||
"vector_threshold": 0.1,
|
||
"keyword_threshold": 0.1,
|
||
"match_count": 1
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "7d955251-3f79-4fd5-a6aa-02f81e044091",
|
||
"content": "有几位后来xxxxx",
|
||
"knowledge_id": "a6790b93-4700-4676-bd48-0d4804e1456b",
|
||
"chunk_index": 3,
|
||
"knowledge_title": "彗星.txt",
|
||
"start_at": 2287,
|
||
"end_at": 2760,
|
||
"seq": 3,
|
||
"score": 0.7402352891601821,
|
||
"match_type": 2,
|
||
"sub_chunk_id": null,
|
||
"metadata": {},
|
||
"chunk_type": "text",
|
||
"parent_chunk_id": "",
|
||
"image_info": "",
|
||
"knowledge_filename": "彗星.txt",
|
||
"knowledge_source": ""
|
||
}
|
||
],
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 知识管理API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ------ | ------------------------------------- | ------------------------ |
|
||
| POST | `/knowledge-bases/:id/knowledge/file` | 从文件创建知识 |
|
||
| POST | `/knowledge-bases/:id/knowledge/url` | 从 URL 创建知识 |
|
||
| GET | `/knowledge-bases/:id/knowledge` | 获取知识库下的知识列表 |
|
||
| GET | `/knowledge/:id` | 获取知识详情 |
|
||
| DELETE | `/knowledge/:id` | 删除知识 |
|
||
| GET | `/knowledge/:id/download` | 下载知识文件 |
|
||
| PUT | `/knowledge/:id` | 更新知识 |
|
||
| PUT | `/knowledge/image/:id/:chunk_id` | 更新图像分块信息 |
|
||
| GET | `/knowledge/batch` | 批量获取知识 |
|
||
|
||
#### POST `/knowledge-bases/:id/knowledge/file` - 从文件创建知识
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge-bases/kb-00000001/knowledge/file' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--form 'file=@"/Users/xxxx/tests/彗星.txt"' \
|
||
--form 'enable_multimodel="true"'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"type": "file",
|
||
"title": "彗星.txt",
|
||
"description": "",
|
||
"source": "",
|
||
"parse_status": "processing",
|
||
"enable_status": "disabled",
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"file_name": "彗星.txt",
|
||
"file_type": "txt",
|
||
"file_size": 7710,
|
||
"file_hash": "d69476ddbba45223a5e97e786539952c",
|
||
"file_path": "data/files/1/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5/1754970756171067621.txt",
|
||
"storage_size": 0,
|
||
"metadata": null,
|
||
"created_at": "2025-08-12T11:52:36.168632288+08:00",
|
||
"updated_at": "2025-08-12T11:52:36.173612121+08:00",
|
||
"processed_at": null,
|
||
"error_message": "",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### POST `/knowledge-bases/:id/knowledge/url` - 从 URL 创建知识
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge-bases/kb-00000001/knowledge/url' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"url":"https://github.com/Tencent/WeKnora",
|
||
"enable_multimodel":true
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "9c8af585-ae15-44ce-8f73-45ad18394651",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"type": "url",
|
||
"title": "",
|
||
"description": "",
|
||
"source": "https://github.com/Tencent/WeKnora",
|
||
"parse_status": "processing",
|
||
"enable_status": "disabled",
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"file_name": "",
|
||
"file_type": "",
|
||
"file_size": 0,
|
||
"file_hash": "",
|
||
"file_path": "",
|
||
"storage_size": 0,
|
||
"metadata": null,
|
||
"created_at": "2025-08-12T11:55:05.709266776+08:00",
|
||
"updated_at": "2025-08-12T11:55:05.712918234+08:00",
|
||
"processed_at": null,
|
||
"error_message": "",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/knowledge-bases/:id/knowledge?page=&page_size` - 获取知识库下的知识列表
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge-bases/kb-00000001/knowledge?page_size=1&page=1' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "9c8af585-ae15-44ce-8f73-45ad18394651",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"type": "url",
|
||
"title": "",
|
||
"description": "",
|
||
"source": "https://github.com/Tencent/WeKnora",
|
||
"parse_status": "pending",
|
||
"enable_status": "disabled",
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"file_name": "",
|
||
"file_type": "",
|
||
"file_size": 0,
|
||
"file_hash": "",
|
||
"file_path": "",
|
||
"storage_size": 0,
|
||
"metadata": null,
|
||
"created_at": "2025-08-12T11:55:05.709266+08:00",
|
||
"updated_at": "2025-08-12T11:55:05.709266+08:00",
|
||
"processed_at": null,
|
||
"error_message": "",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"page": 1,
|
||
"page_size": 1,
|
||
"success": true,
|
||
"total": 2
|
||
}
|
||
```
|
||
|
||
注：parse_status 包含 `pending/processing/failed/completed` 四种状态
|
||
|
||
#### GET `/knowledge/:id` - 获取知识详情
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"type": "file",
|
||
"title": "彗星.txt",
|
||
"description": "彗星是由冰和尘埃构成的太阳系小天体，接近太阳时会形成彗发和彗尾。其轨道周期差异大，来源包括柯伊伯带和奥尔特云。彗星与小行星的区别逐渐模糊，部分彗星已失去挥发物质，类似小行星。截至2019年，已知彗星超6600颗，数量庞大。彗星在古代被视为凶兆，现代研究揭示其复杂结构与起源。",
|
||
"source": "",
|
||
"parse_status": "completed",
|
||
"enable_status": "enabled",
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"file_name": "彗星.txt",
|
||
"file_type": "txt",
|
||
"file_size": 7710,
|
||
"file_hash": "d69476ddbba45223a5e97e786539952c",
|
||
"file_path": "data/files/1/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5/1754970756171067621.txt",
|
||
"storage_size": 33689,
|
||
"metadata": null,
|
||
"created_at": "2025-08-12T11:52:36.168632+08:00",
|
||
"updated_at": "2025-08-12T11:52:53.376871+08:00",
|
||
"processed_at": "2025-08-12T11:52:53.376573+08:00",
|
||
"error_message": "",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/knowledge/batch` - 批量获取知识
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge/batch?ids=9c8af585-ae15-44ce-8f73-45ad18394651&ids=4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "9c8af585-ae15-44ce-8f73-45ad18394651",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"type": "url",
|
||
"title": "",
|
||
"description": "",
|
||
"source": "https://github.com/Tencent/WeKnora",
|
||
"parse_status": "pending",
|
||
"enable_status": "disabled",
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"file_name": "",
|
||
"file_type": "",
|
||
"file_size": 0,
|
||
"file_hash": "",
|
||
"file_path": "",
|
||
"storage_size": 0,
|
||
"metadata": null,
|
||
"created_at": "2025-08-12T11:55:05.709266+08:00",
|
||
"updated_at": "2025-08-12T11:55:05.709266+08:00",
|
||
"processed_at": null,
|
||
"error_message": "",
|
||
"deleted_at": null
|
||
},
|
||
{
|
||
"id": "4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"type": "file",
|
||
"title": "彗星.txt",
|
||
"description": "彗星是由冰和尘埃构成的太阳系小天体，接近太阳时会形成彗发和彗尾。其轨道周期差异大，来源包括柯伊伯带和奥尔特云。彗星与小行星的区别逐渐模糊，部分彗星已失去挥发物质，类似小行星。截至2019年，已知彗星超6600颗，数量庞大。彗星在古代被视为凶兆，现代研究揭示其复杂结构与起源。",
|
||
"source": "",
|
||
"parse_status": "completed",
|
||
"enable_status": "enabled",
|
||
"embedding_model_id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"file_name": "彗星.txt",
|
||
"file_type": "txt",
|
||
"file_size": 7710,
|
||
"file_hash": "d69476ddbba45223a5e97e786539952c",
|
||
"file_path": "data/files/1/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5/1754970756171067621.txt",
|
||
"storage_size": 33689,
|
||
"metadata": null,
|
||
"created_at": "2025-08-12T11:52:36.168632+08:00",
|
||
"updated_at": "2025-08-12T11:52:53.376871+08:00",
|
||
"processed_at": "2025-08-12T11:52:53.376573+08:00",
|
||
"error_message": "",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### DELETE `/knowledge/:id` - 删除知识
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/knowledge/9c8af585-ae15-44ce-8f73-45ad18394651' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "Deleted successfully",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/knowledge/:id/download` - 下载知识文件
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5/download' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```
|
||
attachment
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 模型管理API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ------ | --------------------- | --------------------- |
|
||
| POST | `/models` | 创建模型 |
|
||
| GET | `/models` | 获取模型列表 |
|
||
| GET | `/models/:id` | 获取模型详情 |
|
||
| PUT | `/models/:id` | 更新模型 |
|
||
| DELETE | `/models/:id` | 删除模型 |
|
||
|
||
#### POST `/models` - 创建模型
|
||
|
||
创建对话模型（KnowledgeQA）请求体:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/models' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--data '{
|
||
"name": "qwen3:8b",
|
||
"type": "KnowledgeQA",
|
||
"source": "local",
|
||
"description": "LLM Model for Knowledge QA",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": ""
|
||
},
|
||
"is_default": false
|
||
}'
|
||
```
|
||
|
||
创建嵌入模型（Embedding）请求体:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/models' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--data '{
|
||
"name": "nomic-embed-text:latest",
|
||
"type": "Embedding",
|
||
"source": "local",
|
||
"description": "Embedding Model",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"embedding_parameters": {
|
||
"dimension": 768,
|
||
"truncate_prompt_tokens": 0
|
||
}
|
||
},
|
||
"is_default": false
|
||
}'
|
||
```
|
||
|
||
创建排序模型（Rerank）请求体:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/models' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--data '{
|
||
"name": "linux6200/bge-reranker-v2-m3:latest",
|
||
"type": "Rerank",
|
||
"source": "local",
|
||
"description": "Rerank Model for Knowledge QA",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": ""
|
||
},
|
||
"is_default": false
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "09c5a1d6-ee8b-4657-9a17-d3dcbd5c70cb",
|
||
"tenant_id": 1,
|
||
"name": "nomic-embed-text:latest3",
|
||
"type": "Embedding",
|
||
"source": "local",
|
||
"description": "Embedding Model",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"embedding_parameters": {
|
||
"dimension": 768,
|
||
"truncate_prompt_tokens": 0
|
||
}
|
||
},
|
||
"is_default": false,
|
||
"status": "downloading",
|
||
"created_at": "2025-08-12T10:39:01.454591766+08:00",
|
||
"updated_at": "2025-08-12T10:39:01.454591766+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/models` - 获取模型列表
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/models' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"tenant_id": 1,
|
||
"name": "nomic-embed-text:latest",
|
||
"type": "Embedding",
|
||
"source": "local",
|
||
"description": "Embedding Model",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"embedding_parameters": {
|
||
"dimension": 768,
|
||
"truncate_prompt_tokens": 0
|
||
}
|
||
},
|
||
"is_default": true,
|
||
"status": "active",
|
||
"created_at": "2025-08-11T20:10:41.813832+08:00",
|
||
"updated_at": "2025-08-11T20:10:41.822354+08:00",
|
||
"deleted_at": null
|
||
},
|
||
{
|
||
"id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"tenant_id": 1,
|
||
"name": "qwen3:8b",
|
||
"type": "KnowledgeQA",
|
||
"source": "local",
|
||
"description": "LLM Model for Knowledge QA",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"embedding_parameters": {
|
||
"dimension": 0,
|
||
"truncate_prompt_tokens": 0
|
||
}
|
||
},
|
||
"is_default": true,
|
||
"status": "active",
|
||
"created_at": "2025-08-11T20:10:41.811761+08:00",
|
||
"updated_at": "2025-08-11T20:10:41.825381+08:00",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/models/:id` - 获取模型详情
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/models/dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "dff7bc94-7885-4dd1-bfd5-bd96e4df2fc3",
|
||
"tenant_id": 1,
|
||
"name": "nomic-embed-text:latest",
|
||
"type": "Embedding",
|
||
"source": "local",
|
||
"description": "Embedding Model",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"embedding_parameters": {
|
||
"dimension": 768,
|
||
"truncate_prompt_tokens": 0
|
||
}
|
||
},
|
||
"is_default": true,
|
||
"status": "active",
|
||
"created_at": "2025-08-11T20:10:41.813832+08:00",
|
||
"updated_at": "2025-08-11T20:10:41.822354+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### PUT `/models/:id` - 更新模型
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request PUT 'http://localhost:8080/api/v1/models/8fdc464d-8eaa-44d4-a85b-094b28af5330' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--data '{
|
||
"name": "linux6200/bge-reranker-v2-m3:latest",
|
||
"description": "Rerank Model for Knowledge QA new",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": ""
|
||
},
|
||
"is_default": false
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "8fdc464d-8eaa-44d4-a85b-094b28af5330",
|
||
"tenant_id": 1,
|
||
"name": "linux6200/bge-reranker-v2-m3:latest",
|
||
"type": "Rerank",
|
||
"source": "local",
|
||
"description": "Rerank Model for Knowledge QA new",
|
||
"parameters": {
|
||
"base_url": "",
|
||
"api_key": "",
|
||
"embedding_parameters": {
|
||
"dimension": 0,
|
||
"truncate_prompt_tokens": 0
|
||
}
|
||
},
|
||
"is_default": false,
|
||
"status": "active",
|
||
"created_at": "2025-08-12T10:57:39.512681+08:00",
|
||
"updated_at": "2025-08-12T11:00:27.271678+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### DELETE `/models/:id` - 删除模型
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/models/8fdc464d-8eaa-44d4-a85b-094b28af5330' \
|
||
--header 'Content-Type: application/json' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "Model deleted",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 分块管理API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ------ | --------------------------- | ------------------------ |
|
||
| GET | `/chunks/:knowledge_id` | 获取知识的分块列表 |
|
||
| DELETE | `/chunks/:knowledge_id/:id` | 删除分块 |
|
||
| DELETE | `/chunks/:knowledge_id` | 删除知识下的所有分块 |
|
||
|
||
#### GET `/chunks/:knowledge_id?page=&page_size=` - 获取知识的分块列表
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/chunks/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5?page=1&page_size=1' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "df10b37d-cd05-4b14-ba8a-e1bd0eb3bbd7",
|
||
"tenant_id": 0,
|
||
"knowledge_id": "4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5",
|
||
"knowledge_base_id": "kb-00000001",
|
||
"content": "彗星xxxx",
|
||
"chunk_index": 0,
|
||
"is_enabled": true,
|
||
"start_at": 0,
|
||
"end_at": 964,
|
||
"pre_chunk_id": "",
|
||
"next_chunk_id": "",
|
||
"chunk_type": "text",
|
||
"parent_chunk_id": "",
|
||
"relation_chunks": null,
|
||
"indirect_relation_chunks": null,
|
||
"image_info": "",
|
||
"created_at": "0001-01-01T00:00:00Z",
|
||
"updated_at": "0001-01-01T00:00:00Z",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"page": 1,
|
||
"page_size": 1,
|
||
"success": true,
|
||
"total": 5
|
||
}
|
||
```
|
||
|
||
#### DELETE `/chunks/:knowledge_id/:id` - 删除分块
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/chunks/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5/df10b37d-cd05-4b14-ba8a-e1bd0eb3bbd7' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "Chunk deleted",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### DELETE `/chunks/:knowledge_id` - 删除知识下的所有分块
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/chunks/4c4e7c1a-09cf-485b-a7b5-24b8cdc5acf5' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "All chunks under knowledge deleted",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 会话管理API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ------ | --------------------------------------- | --------------------- |
|
||
| POST | `/sessions` | 创建会话 |
|
||
| GET | `/sessions/:id` | 获取会话详情 |
|
||
| GET | `/sessions` | 获取租户的会话列表 |
|
||
| PUT | `/sessions/:id` | 更新会话 |
|
||
| DELETE | `/sessions/:id` | 删除会话 |
|
||
| POST | `/sessions/:session_id/generate_title` | 生成会话标题 |
|
||
| GET | `/sessions/continue-stream/:session_id` | 继续未完成的会话 |
|
||
|
||
#### POST `/sessions` - 创建会话
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/sessions' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"knowledge_base_id": "kb-00000001",
|
||
"session_strategy": {
|
||
"max_rounds": 5,
|
||
"enable_rewrite": true,
|
||
"fallback_strategy": "FIXED_RESPONSE",
|
||
"fallback_response": "对不起，我无法回答这个问题",
|
||
"embedding_top_k": 10,
|
||
"keyword_threshold": 0.5,
|
||
"vector_threshold": 0.7,
|
||
"rerank_model_id": "排序模型ID",
|
||
"rerank_top_k": 3,
|
||
"rerank_threshold": 0.7,
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_parameters": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。xxx",
|
||
"context_template": "你是一个专业的智能信息检索助手xxx",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH"
|
||
}
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "411d6b70-9a85-4d03-bb74-aab0fd8bd12f",
|
||
"title": "",
|
||
"description": "",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"max_rounds": 5,
|
||
"enable_rewrite": true,
|
||
"fallback_strategy": "FIXED_RESPONSE",
|
||
"fallback_response": "对不起，我无法回答这个问题",
|
||
"embedding_top_k": 10,
|
||
"keyword_threshold": 0.5,
|
||
"vector_threshold": 0.7,
|
||
"rerank_model_id": "排序模型ID",
|
||
"rerank_top_k": 3,
|
||
"rerank_threshold": 0.7,
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_parameters": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。xxx",
|
||
"context_template": "你是一个专业的智能信息检索助手xxx",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"created_at": "2025-08-12T12:26:19.611616669+08:00",
|
||
"updated_at": "2025-08-12T12:26:19.611616919+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/sessions/:id` - 获取会话详情
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/sessions/ceb9babb-1e30-41d7-817d-fd584954304b' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "ceb9babb-1e30-41d7-817d-fd584954304b",
|
||
"title": "模型优化策略",
|
||
"description": "",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"max_rounds": 5,
|
||
"enable_rewrite": true,
|
||
"fallback_strategy": "fixed",
|
||
"fallback_response": "抱歉，我无法回答这个问题。",
|
||
"embedding_top_k": 10,
|
||
"keyword_threshold": 0.3,
|
||
"vector_threshold": 0.5,
|
||
"rerank_model_id": "",
|
||
"rerank_top_k": 5,
|
||
"rerank_threshold": 0.7,
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_parameters": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话",
|
||
"context_template": "你是一个专业的智能信息检索助手",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"created_at": "2025-08-12T10:24:38.308596+08:00",
|
||
"updated_at": "2025-08-12T10:25:41.317761+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/sessions?page=&page_size=` - 获取租户的会话列表
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/sessions?page=1&page_size=1' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "411d6b70-9a85-4d03-bb74-aab0fd8bd12f",
|
||
"title": "",
|
||
"description": "",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"max_rounds": 5,
|
||
"enable_rewrite": true,
|
||
"fallback_strategy": "FIXED_RESPONSE",
|
||
"fallback_response": "对不起，我无法回答这个问题",
|
||
"embedding_top_k": 10,
|
||
"keyword_threshold": 0.5,
|
||
"vector_threshold": 0.7,
|
||
"rerank_model_id": "排序模型ID",
|
||
"rerank_top_k": 3,
|
||
"rerank_threshold": 0.7,
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_parameters": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。xxx",
|
||
"context_template": "你是一个专业的智能信息检索助手xxx",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"created_at": "2025-08-12T12:26:19.611616+08:00",
|
||
"updated_at": "2025-08-12T12:26:19.611616+08:00",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"page": 1,
|
||
"page_size": 1,
|
||
"success": true,
|
||
"total": 2
|
||
}
|
||
```
|
||
|
||
#### PUT `/sessions/:id` - 更新会话
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request PUT 'http://localhost:8080/api/v1/sessions/411d6b70-9a85-4d03-bb74-aab0fd8bd12f' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"title": "weknora",
|
||
"description": "weknora description",
|
||
"knowledge_base_id": "kb-00000001",
|
||
"max_rounds": 5,
|
||
"enable_rewrite": true,
|
||
"fallback_strategy": "FIXED_RESPONSE",
|
||
"fallback_response": "对不起，我无法回答这个问题",
|
||
"embedding_top_k": 10,
|
||
"keyword_threshold": 0.5,
|
||
"vector_threshold": 0.7,
|
||
"rerank_model_id": "排序模型ID",
|
||
"rerank_top_k": 3,
|
||
"rerank_threshold": 0.7,
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_parameters": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。xxx",
|
||
"context_template": "你是一个专业的智能信息检索助手xxx",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
}
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"id": "411d6b70-9a85-4d03-bb74-aab0fd8bd12f",
|
||
"title": "weknora",
|
||
"description": "weknora description",
|
||
"tenant_id": 1,
|
||
"knowledge_base_id": "kb-00000001",
|
||
"max_rounds": 5,
|
||
"enable_rewrite": true,
|
||
"fallback_strategy": "FIXED_RESPONSE",
|
||
"fallback_response": "对不起，我无法回答这个问题",
|
||
"embedding_top_k": 10,
|
||
"keyword_threshold": 0.5,
|
||
"vector_threshold": 0.7,
|
||
"rerank_model_id": "排序模型ID",
|
||
"rerank_top_k": 3,
|
||
"rerank_threshold": 0.7,
|
||
"summary_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_parameters": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。xxx",
|
||
"context_template": "你是一个专业的智能信息检索助手xxx",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"created_at": "0001-01-01T00:00:00Z",
|
||
"updated_at": "2025-08-12T14:20:56.738424351+08:00",
|
||
"deleted_at": null
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### DELETE `/sessions/:id` - 删除会话
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/sessions/411d6b70-9a85-4d03-bb74-aab0fd8bd12f' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "Session deleted successfully",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### POST `/sessions/:session_id/generate_title` - 生成会话标题
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/sessions/ceb9babb-1e30-41d7-817d-fd584954304b/generate_title' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"messages": [
|
||
{
|
||
"role": "user",
|
||
"content": "你好，我想了解关于人工智能的知识"
|
||
},
|
||
{
|
||
"role": "assistant",
|
||
"content": "人工智能是计算机科学的一个分支..."
|
||
}
|
||
]
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": "模型优化策略",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### GET `/sessions/continue-stream/:session_id` - 继续未完成的会话
|
||
|
||
**查询参数**:
|
||
- `message_id`: 从 `/messages/:session_id/load` 接口中获取的 `is_completed` 为 `false` 的消息 ID
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/sessions/continue-stream/ceb9babb-1e30-41d7-817d-fd584954304b?message_id=b8b90eeb-7dd5-4cf9-81c6-5ebcbd759451' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应格式**:
|
||
服务器端事件流（Server-Sent Events），与 `/knowledge-chat/:session_id` 返回结果一致
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 聊天功能API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ---- | ----------------------------- | ------------------------ |
|
||
| POST | `/knowledge-chat/:session_id` | 基于知识库的问答 |
|
||
| POST | `/knowledge-search` | 基于知识库的搜索知识 |
|
||
|
||
#### POST `/knowledge-chat/:session_id` - 基于知识库的问答
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location 'http://localhost:8080/api/v1/knowledge-chat/ceb9babb-1e30-41d7-817d-fd584954304b' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"query": "彗尾的形状"
|
||
}'
|
||
```
|
||
|
||
**响应格式**:
|
||
服务器端事件流（Server-Sent Events，Content-Type: text/event-stream）
|
||
|
||
**响应**:
|
||
|
||
```
|
||
event: message
|
||
data: {"id":"3475c004-0ada-4306-9d30-d7f5efce50d2","response_type":"references","content":"","done":false,"knowledge_references":[{"id":"c8347bef-127f-4a22-b962-edf5a75386ec","content":"彗星xxx。","knowledge_id":"a6790b93-4700-4676-bd48-0d4804e1456b","chunk_index":0,"knowledge_title":"彗星.txt","start_at":0,"end_at":2760,"seq":0,"score":4.038836479187012,"match_type":3,"sub_chunk_id":["688821f0-40bf-428e-8cb6-541531ebeb76","c1e9903e-2b4d-4281-be15-0149288d45c2","7d955251-3f79-4fd5-a6aa-02f81e044091"],"metadata":{},"chunk_type":"text","parent_chunk_id":"","image_info":"","knowledge_filename":"彗星.txt","knowledge_source":""},{"id":"fa3aadee-cadb-4a84-9941-c839edc3e626","content":"# 文档名称\n彗星.txt\n\n# 摘要\n彗星是由冰和尘埃构成的太阳系小天体，接近太阳时会释放气体形成彗发和彗尾。其轨道周期差异大，来源包括柯伊伯带和奥尔特云。彗星与小行星的区别逐渐模糊，部分彗星已失去挥发物质，类似小行星。目前已知彗星数量众多，且存在系外彗星。彗星在古代被视为凶兆，现代研究揭示其复杂结构与起源。","knowledge_id":"a6790b93-4700-4676-bd48-0d4804e1456b","chunk_index":6,"knowledge_title":"彗星.txt","start_at":0,"end_at":0,"seq":6,"score":0.6131043121858466,"match_type":3,"sub_chunk_id":null,"metadata":{},"chunk_type":"summary","parent_chunk_id":"c8347bef-127f-4a22-b962-edf5a75386ec","image_info":"","knowledge_filename":"彗星.txt","knowledge_source":""}]}
|
||
|
||
event: message
|
||
data: {"id":"3475c004-0ada-4306-9d30-d7f5efce50d2","response_type":"answer","content":"表现为","done":false,"knowledge_references":null}
|
||
|
||
event: message
|
||
data: {"id":"3475c004-0ada-4306-9d30-d7f5efce50d2","response_type":"answer","content":"结构","done":false,"knowledge_references":null}
|
||
|
||
event: message
|
||
data: {"id":"3475c004-0ada-4306-9d30-d7f5efce50d2","response_type":"answer","content":"。","done":false,"knowledge_references":null}
|
||
|
||
event: message
|
||
data: {"id":"3475c004-0ada-4306-9d30-d7f5efce50d2","response_type":"answer","content":"","done":true,"knowledge_references":null}
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 消息管理API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ------ | ---------------------------- | ------------------------ |
|
||
| GET | `/messages/:session_id/load` | 获取最近的会话消息列表 |
|
||
| DELETE | `/messages/:session_id/:id` | 删除消息 |
|
||
|
||
#### GET `/messages/:session_id/load?before_time=2025-04-18T11:57:31.310671+08:00&limit=20` - 获取最近的会话消息列表
|
||
|
||
**查询参数**:
|
||
|
||
- `before_time`: 上一次拉取的最早一条消息的 created_at 字段，为空拉取最近的消息
|
||
- `limit`: 每页条数(默认 20)
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request GET 'http://localhost:8080/api/v1/messages/ceb9babb-1e30-41d7-817d-fd584954304b/load?limit=3&before_time=2030-08-12T14%3A35%3A42.123456789Z' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"query": "彗尾的形状"
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": [
|
||
{
|
||
"id": "b8b90eeb-7dd5-4cf9-81c6-5ebcbd759451",
|
||
"session_id": "ceb9babb-1e30-41d7-817d-fd584954304b",
|
||
"request_id": "hCA8SDjxcAvv",
|
||
"content": "<think>\n好的",
|
||
"role": "assistant",
|
||
"knowledge_references": [
|
||
{
|
||
"id": "c8347bef-127f-4a22-b962-edf5a75386ec",
|
||
"content": "彗星xxx",
|
||
"knowledge_id": "a6790b93-4700-4676-bd48-0d4804e1456b",
|
||
"chunk_index": 0,
|
||
"knowledge_title": "彗星.txt",
|
||
"start_at": 0,
|
||
"end_at": 2760,
|
||
"seq": 0,
|
||
"score": 4.038836479187012,
|
||
"match_type": 4,
|
||
"sub_chunk_id": [
|
||
"688821f0-40bf-428e-8cb6-541531ebeb76",
|
||
"c1e9903e-2b4d-4281-be15-0149288d45c2",
|
||
"7d955251-3f79-4fd5-a6aa-02f81e044091"
|
||
],
|
||
"metadata": {},
|
||
"chunk_type": "text",
|
||
"parent_chunk_id": "",
|
||
"image_info": "",
|
||
"knowledge_filename": "彗星.txt",
|
||
"knowledge_source": ""
|
||
},
|
||
{
|
||
"id": "fa3aadee-cadb-4a84-9941-c839edc3e626",
|
||
"content": "# 文档名称\n彗星.txt\n\n# 摘要\n彗星是由冰和尘埃构成的太阳系小天体，接近太阳时会释放气体形成彗发和彗尾。其轨道周期差异大，来源包括柯伊伯带和奥尔特云。彗星与小行星的区别逐渐模糊，部分彗星已失去挥发物质，类似小行星。目前已知彗星数量众多，且存在系外彗星。彗星在古代被视为凶兆，现代研究揭示其复杂结构与起源。",
|
||
"knowledge_id": "a6790b93-4700-4676-bd48-0d4804e1456b",
|
||
"chunk_index": 6,
|
||
"knowledge_title": "彗星.txt",
|
||
"start_at": 0,
|
||
"end_at": 0,
|
||
"seq": 6,
|
||
"score": 0.6131043121858466,
|
||
"match_type": 0,
|
||
"sub_chunk_id": null,
|
||
"metadata": {},
|
||
"chunk_type": "summary",
|
||
"parent_chunk_id": "c8347bef-127f-4a22-b962-edf5a75386ec",
|
||
"image_info": "",
|
||
"knowledge_filename": "彗星.txt",
|
||
"knowledge_source": ""
|
||
}
|
||
],
|
||
"is_completed": true,
|
||
"created_at": "2025-08-12T10:24:38.370548+08:00",
|
||
"updated_at": "2025-08-12T10:25:40.416382+08:00",
|
||
"deleted_at": null
|
||
},
|
||
{
|
||
"id": "7fa136ae-a045-424e-baac-52113d92ae94",
|
||
"session_id": "ceb9babb-1e30-41d7-817d-fd584954304b",
|
||
"request_id": "3475c004-0ada-4306-9d30-d7f5efce50d2",
|
||
"content": "彗尾的形状",
|
||
"role": "user",
|
||
"knowledge_references": [],
|
||
"is_completed": true,
|
||
"created_at": "2025-08-12T14:30:39.732246+08:00",
|
||
"updated_at": "2025-08-12T14:30:39.733277+08:00",
|
||
"deleted_at": null
|
||
},
|
||
{
|
||
"id": "9bcafbcf-a758-40af-a9a3-c4d8e0f49439",
|
||
"session_id": "ceb9babb-1e30-41d7-817d-fd584954304b",
|
||
"request_id": "3475c004-0ada-4306-9d30-d7f5efce50d2",
|
||
"content": "<think>\n好的",
|
||
"role": "assistant",
|
||
"knowledge_references": [
|
||
{
|
||
"id": "c8347bef-127f-4a22-b962-edf5a75386ec",
|
||
"content": "彗星xxx",
|
||
"knowledge_id": "a6790b93-4700-4676-bd48-0d4804e1456b",
|
||
"chunk_index": 0,
|
||
"knowledge_title": "彗星.txt",
|
||
"start_at": 0,
|
||
"end_at": 2760,
|
||
"seq": 0,
|
||
"score": 4.038836479187012,
|
||
"match_type": 3,
|
||
"sub_chunk_id": [
|
||
"688821f0-40bf-428e-8cb6-541531ebeb76",
|
||
"c1e9903e-2b4d-4281-be15-0149288d45c2",
|
||
"7d955251-3f79-4fd5-a6aa-02f81e044091"
|
||
],
|
||
"metadata": {},
|
||
"chunk_type": "text",
|
||
"parent_chunk_id": "",
|
||
"image_info": "",
|
||
"knowledge_filename": "彗星.txt",
|
||
"knowledge_source": ""
|
||
},
|
||
{
|
||
"id": "fa3aadee-cadb-4a84-9941-c839edc3e626",
|
||
"content": "# 文档名称\n彗星.txt\n\n# 摘要\n彗星是由冰和尘埃构成的太阳系小天体，接近太阳时会释放气体形成彗发和彗尾。其轨道周期差异大，来源包括柯伊伯带和奥尔特云。彗星与小行星的区别逐渐模糊，部分彗星已失去挥发物质，类似小行星。目前已知彗星数量众多，且存在系外彗星。彗星在古代被视为凶兆，现代研究揭示其复杂结构与起源。",
|
||
"knowledge_id": "a6790b93-4700-4676-bd48-0d4804e1456b",
|
||
"chunk_index": 6,
|
||
"knowledge_title": "彗星.txt",
|
||
"start_at": 0,
|
||
"end_at": 0,
|
||
"seq": 6,
|
||
"score": 0.6131043121858466,
|
||
"match_type": 3,
|
||
"sub_chunk_id": null,
|
||
"metadata": {},
|
||
"chunk_type": "summary",
|
||
"parent_chunk_id": "c8347bef-127f-4a22-b962-edf5a75386ec",
|
||
"image_info": "",
|
||
"knowledge_filename": "彗星.txt",
|
||
"knowledge_source": ""
|
||
}
|
||
],
|
||
"is_completed": true,
|
||
"created_at": "2025-08-12T14:30:39.735108+08:00",
|
||
"updated_at": "2025-08-12T14:31:17.829926+08:00",
|
||
"deleted_at": null
|
||
}
|
||
],
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### DELETE `/messages/:session_id/:id` - 删除消息
|
||
|
||
**请求**:
|
||
|
||
```curl
|
||
curl --location --request DELETE 'http://localhost:8080/api/v1/messages/ceb9babb-1e30-41d7-817d-fd584954304b/9bcafbcf-a758-40af-a9a3-c4d8e0f49439' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"message": "Message deleted successfully",
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div>
|
||
|
||
### 评估功能API
|
||
|
||
| 方法 | 路径 | 描述 |
|
||
| ---- | ------------- | --------------------- |
|
||
| GET | `/evaluation` | 获取评估任务 |
|
||
| POST | `/evaluation` | 创建评估任务 |
|
||
|
||
#### GET `/evaluation` - 获取评估任务
|
||
|
||
**请求参数**:
|
||
- `task_id`: 从 `POST /evaluation` 接口中获取到的任务 ID
|
||
- `X-API-Key`: 用户 API Key
|
||
|
||
**请求**:
|
||
|
||
```bash
|
||
curl --location 'http://localhost:8080/api/v1/evaluation?task_id=c34563ad-b09f-4858-b72e-e92beb80becb' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"task": {
|
||
"id": "c34563ad-b09f-4858-b72e-e92beb80becb",
|
||
"tenant_id": 1,
|
||
"dataset_id": "default",
|
||
"start_time": "2025-08-12T14:54:26.221804768+08:00",
|
||
"status": 2,
|
||
"total": 1,
|
||
"finished": 1
|
||
},
|
||
"params": {
|
||
"session_id": "",
|
||
"knowledge_base_id": "2ef57434-8c8d-4442-b967-2f7fc578a2fc",
|
||
"vector_threshold": 0.5,
|
||
"keyword_threshold": 0.3,
|
||
"embedding_top_k": 10,
|
||
"vector_database": "",
|
||
"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
|
||
"rerank_top_k": 5,
|
||
"rerank_threshold": 0.7,
|
||
"chat_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_config": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。",
|
||
"context_template": "你是一个专业的智能信息检索助手",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"fallback_strategy": "",
|
||
"fallback_response": "抱歉，我无法回答这个问题。"
|
||
},
|
||
"metric": {
|
||
"retrieval_metrics": {
|
||
"precision": 0,
|
||
"recall": 0,
|
||
"ndcg3": 0,
|
||
"ndcg10": 0,
|
||
"mrr": 0,
|
||
"map": 0
|
||
},
|
||
"generation_metrics": {
|
||
"bleu1": 0.037656734016532384,
|
||
"bleu2": 0.04067392145167686,
|
||
"bleu4": 0.048963321289052536,
|
||
"rouge1": 0,
|
||
"rouge2": 0,
|
||
"rougel": 0
|
||
}
|
||
}
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
#### POST `/evaluation` - 创建评估任务
|
||
|
||
**请求参数**:
|
||
- `dataset_id`: 评估使用的数据集，暂时只支持官方测试数据集 `default`
|
||
- `knowledge_base_id`: 评估使用的知识库
|
||
- `chat_id`: 评估使用的对话模型
|
||
- `rerank_id`: 评估使用的重排序模型
|
||
|
||
**请求**:
|
||
|
||
```bash
|
||
curl --location 'http://localhost:8080/api/v1/evaluation' \
|
||
--header 'X-API-Key: sk-vQHV2NZI_LK5W7wHQvH3yGYExX8YnhaHwZipUYbiZKCYJbBQ' \
|
||
--header 'Content-Type: application/json' \
|
||
--data '{
|
||
"dataset_id": "default",
|
||
"knowledge_base_id": "kb-00000001",
|
||
"chat_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"rerank_id": "b30171a1-787b-426e-a293-735cd5ac16c0"
|
||
}'
|
||
```
|
||
|
||
**响应**:
|
||
|
||
```json
|
||
{
|
||
"data": {
|
||
"task": {
|
||
"id": "c34563ad-b09f-4858-b72e-e92beb80becb",
|
||
"tenant_id": 1,
|
||
"dataset_id": "default",
|
||
"start_time": "2025-08-12T14:54:26.221804768+08:00",
|
||
"status": 1
|
||
},
|
||
"params": {
|
||
"session_id": "",
|
||
"knowledge_base_id": "2ef57434-8c8d-4442-b967-2f7fc578a2fc",
|
||
"vector_threshold": 0.5,
|
||
"keyword_threshold": 0.3,
|
||
"embedding_top_k": 10,
|
||
"vector_database": "",
|
||
"rerank_model_id": "b30171a1-787b-426e-a293-735cd5ac16c0",
|
||
"rerank_top_k": 5,
|
||
"rerank_threshold": 0.7,
|
||
"chat_model_id": "8aea788c-bb30-4898-809e-e40c14ffb48c",
|
||
"summary_config": {
|
||
"max_tokens": 0,
|
||
"repeat_penalty": 1,
|
||
"top_k": 0,
|
||
"top_p": 0,
|
||
"frequency_penalty": 0,
|
||
"presence_penalty": 0,
|
||
"prompt": "这是用户和助手之间的对话。",
|
||
"context_template": "你是一个专业的智能信息检索助手，xxx",
|
||
"no_match_prefix": "<think>\n</think>\nNO_MATCH",
|
||
"temperature": 0.3,
|
||
"seed": 0,
|
||
"max_completion_tokens": 2048
|
||
},
|
||
"fallback_strategy": "",
|
||
"fallback_response": "抱歉，我无法回答这个问题。"
|
||
}
|
||
},
|
||
"success": true
|
||
}
|
||
```
|
||
|
||
<div align="right"><a href="#weknora-api-文档">返回顶部 ↑</a></div> |