我为一些诗歌和童谣创建了一个solr索引（版本9.3.0）。我试图搜索相关的诗歌和童谣，并希望获取每个匹配文档的点积距离。我找不到任何方法来获取该信息。以下是我在managed-schema文件中添加到solr的字段：

<fieldType name="knn_vector" class="solr.DenseVectorField" vectorDimension="384"
  similarityFunction="dot_product"  knnAlgorithm="hnsw" 
  hnswMaxConnections="16" hnswBeamWidth="50"/>
<field name="bge_small_vector" type="knn_vector" indexed="true" stored="true"/>

字符串
下面是我用来查询solr索引的python代码：

import pysolr
from encoder import Encoder
from sentence_transformers import SentenceTransformer
import pprint
pp = pprint.PrettyPrinter(indent=4, width=100)
solr = pysolr.Solr('http://localhost:8983/solr/docindex')
model = SentenceTransformer('BAAI/bge-small-en-v1.5')
document = '''Three blind mice. Three blind mice.
See how they run. See how they run.
They all ran after the farmer's wife,
Who cut off their tails with a carving knife.
Did you ever see such a sight in your life
As three blind mice?'''
embedding = model.encode(document, normalize_embeddings=True, convert_to_numpy=True)
solr_response=solr.search(
                    q=r'{!knn f=bge_small_vector topK=10}[' + ",".join([f'{a:.12f}' for a in embedding]) + ']',
                    rows=10,
                    start=0,
                    debugQuery="true",
                    wt='json')
for item in solr_response:
   pp.pprint(item)
pp.pprint(solr_response.debug)

型
我能找到的关于距离的唯一参考是在调试响应中，它并不特定于任何文档：

{   'QParser': 'KnnQParser',
    'explain': {'': '\n**0.81944466 = within top 10**\n'},
    'parsedquery': 'KnnVectorQuery(KnnVectorQuery:bge_small_vector[-0.02721269,...][10])',
    'parsedquery_toString': 'KnnVectorQuery:bge_small_vector[-0.02721269,...][10]',
    ...
}

型
有谁知道如何让solr在DenseVectorField查询中返回每个文档的距离？