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腾讯向量向量数据库

腾讯向量向量数据库

作者: JensenXie | 来源:发表于2023-08-06 18:31 被阅读0次

    创建向量数据库

    curl -i -X POST \
    -H 'Content-Type: application/json' \
    -H 'Authorization: Bearer account=root&api_key=4HhvGfViZleSgbxDlxxxxxxxxxxx' \
    http://0.0.0.0/database/create \
     -d '{
     "database": "db_test"
     }'
    

    查看向量数据库列表

    curl -i -X GET \
    -H 'Content-Type: application/json' \
    -H 'Authorization: Bearer account=root&api_key=4HhvGfViZleSgbxDlxxxxxxxxxxx' \
    http://0.0.0.0/database/list
    

    创建向量数据库

    curl -i -X POST \
    -H 'Content-Type: application/json' \
    -H 'Authorization: Bearer account=root&api_key=4HhvGfViZleSgbxDlxxxxxxxxxxx' \
    http://0.0.0.0/collection/create \
      -d '{
        "database": "db_test",
        "collection": "collection_test3",
        "replicaNum": 2,
        "shardNum": 1,
        "description": "This is the test data of vectordb.",
        "indexes": [
          {
          "fieldName": "id",
          "fieldType": "string",
          "indexType": "primaryKey"
          },
          {
          "fieldName": "vector",
          "fieldType": "vector",
          "indexType": "HNSW",
          "dimension": 1536,
          "metricType": "L2",
          "params": {
          "M": 64,
          "efConstruction": 8
          }
          },
          {
          "fieldName": "uint64_val",
          "fieldType": "uint64",
          "indexType": "filter"
          },
          {
          "fieldName": "string_val",
          "fieldType": "string",
          "indexType": "filter"
          }
        ]
      }'
    

    添加数据

    curl -i -X POST \
    -H 'Content-Type: application/json' \
    -H 'Authorization: Bearer account=root&api_key=4HhvGfViZleSgbxDlxxxxxxxxxxx' \
    http://0.0.0.0/document/upsert \
      -d @emb.txt
    

    查询

    curl -i -X POST \
    -H 'Content-Type: application/json' \
    -H 'Authorization: Bearer account=root&api_key=4HhvGfViZleSgbxDlxxxxxxxxxxx' \
    http://0.0.0.0/document/search \
      -d '{
        "database": "db_test",
        "collection": "collection_test3",
        "search": {
        "vectors": [
        [0.00653762836009264, -0.002420212375000119, -0.006157454568892717, -0.021316876634955406, -0.011731071397662163, 0.02515934593975544, -0.019538206979632378, -0.01558711752295494, -0.022606752812862396, -0.009171687997877598, -0.0015342721017077565, 0.0027426809538155794, 0.01727074384689331, 0.003713481593877077, 0.000704763806425035, -0.0004926133551634848, 0.03239622339606285, -0.015342720784246922, 0.01312277838587761, -0.0020875604823231697, 0.004629971459507942, -0.001885593170300126, 0.016008025035262108, -0.0166054405272007, -0.015342720784246922, 0.008010800927877426, 0.019266655668616295, -0.014256509952247143, 0.011187965981662273, -0.00959259457886219, 0.031418632715940475, -0.009504340589046478, 0.0022352172527462244, -0.026965171098709106, 0.0032671168446540833, -0.0062287370674312115, 0.013645516708493233, 0.01312277838587761, -0.0013772806851193309, -0.010753481648862362, 0.016958458349108696, 0.00285978801548481, 0.006798997521400452, 0.019334543496370316, 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        "retrieveVector": true,
        "limit": 1
        }
      }'
    
    

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          本文标题:腾讯向量向量数据库

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