本节将说明如何基于一个已创建的知识库做在线检索。

/api/knowledge/collection/search_knowledge 接口用于对知识库进行检索和前后处理，当前会默认对原始文本加工后的知识内容进行检索。

• 知识库创建完成。
• 文档导入且处理完成。
• 完成“签名鉴权方式“页面的注册账号、实名认证、AK/SK 密钥获取和签名获取后，可调用 API 接口实现知识库的检索查询的功能。

[
    {"role": "system", "content": "你是一个智能助手。"},
    {"role": "user", "content": "你好"},
    {"role": "assistant", "content": "你好！有什么我可以帮助你的？"}
]

data返回值

{
    "prompt_tokens": 16,
    "completion_tokens": 0,
    "total_tokens": 16
}

{
    "doc_id": "_sys_auto_gen_doc_id-134144883689", //文档 id
    "doc_name": "2404.08817v2.pdf", //文档名字
    "create_time": 1727333117, //文档的创建时间
    "doc_type": "pdf", //知识所属原始文档的类型
    "doc_meta": "[{\"field_name\":\"doc_id\",\"field_type\":\"string\",\"field_value\":\"_sys_auto_gen_doc_id-13411829101044883689\"}]", //文档相关元信息（此处是一个包含文档 id 信息的列表形式的字符串）
    "source": "tos_fe", //知识来源
    "title": "Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance" //知识所属文档的标题
}

table_chunk_fields 返回值

chunk_attachment 返回值

状态码说明

请求消息

curl -i -X POST \
  -H 'Content-Type: application/json' \
  -H 'Authorization: HMAC-SHA256 ***' \
  https://api-knowledgebase.mlp.cn-beijing.volces.com/api/knowledge/collection/search_knowledge \
  -d '{
        "name": "your_collection",
        "query": "test",
        "limit": 2,
        "query_param" : {},
        "dense_weight": 0.5,
        "pre_processing": {
            "need_instruction": True,
            "rewrite": True,
            "messages": [
                {
                    "role": "system",
                    "content": "prompt template"
                },
                {
                    "role": "user",
                    "content": "history content"
                }
                {
                    "role": "assistant",
                    "content": "history content"
                }，
                {
                    "role": "user",
                    "content": "history content"
                },
                ...
           
                {
                    "role": "assistant",
                    "content": "history content"
                }
                
            ],
            "return_token_usage": True
        },
        "post_processing": {
            "rerank_switch": False,
            "rerank_model": "m3-v2-rerank",
            "rerank_only_chunk": False,
            "retrieve_count": 25,
            "endpoint_id": "ep",
            "chunk_group": False,
            "get_attachment_link": False
        }
    }
  }
}'

响应消息

执行成功返回：

HTTP/1.1 200 OK
Content-Length: 209
Content-Type: application/json
 
{
    "code": 0,
    "data": {
        "collection_name": "example",
        "count": 2,
        "rewrite_query": "xxx"，
        "token_usage": {
            "embedding_token_usage": {
                "prompt_tokens": 16,
                "completion_tokens": 0,
                "total_tokens": 16
            },
            "rerank_token_usage": 0
        },
        "result_list": [
            {
                "id": "_sys_auto_gen_doc_id-13411829101044883689-15",
                "content": "content",
                "score": 0.2639991044998169,
                "point_id": "_sys_auto_gen_doc_id-13411829101044883689-15",
                "chunk_title": "title",
                "chunk_id": 15,
                "process_time": 1727333127,
                "doc_info": {
                    "doc_id": "_sys_auto_gen_doc_id-13411829101044883689",
                    "doc_name": "2404.08817v2.pdf",
                    "create_time": 1727333117,
                    "doc_type": "pdf",
                    "doc_meta": "[{\"field_name\":\"doc_id\",\"field_type\":\"string\",\"field_value\":\"_sys_auto_gen_doc_id-13411829101044883689\"}]",
                    "source": "tos_fe",
                    "title": "title"
                },
                "recall_position": 1,
                "chunk_type": "text"
            },
            {
                "id": "_sys_auto_gen_doc_id-13411829101044883689-7",
                "content": "content",
                "score": 0.2583845257759094,
                "point_id": "_sys_auto_gen_doc_id-13411829101044883689-7",
                "chunk_title": "title",
                "chunk_id": 7,
                "process_time": 1727333127,
                "doc_info": {
                    "doc_id": "_sys_auto_gen_doc_id-13411829101044883689",
                    "doc_name": "2404.08817v2.pdf",
                    "create_time": 1727333117,
                    "doc_type": "pdf",
                    "doc_meta": "[{\"field_name\":\"doc_id\",\"field_type\":\"string\",\"field_value\":\"_sys_auto_gen_doc_id-13411829101044883689\"}]",
                    "source": "tos_fe",
                    "title": "title"
                },
                "recall_position": 2,
                "chunk_type": "text"
            }
        ]
    },
    "message": "success",
    "request_id": "02172740884343900000000000000000000ffff0a00406f8a8861"
}

执行失败返回：

HTTP/1.1 400 OK
Content-Length: 43
Content-Type: application/json
 
{"code":1000003, "message":"invalid request：%s", "request_id": "021695029757920fd001de6666600000000000000000002569b8f"}