MeiliSearch/workloads/search/embeddings-movies-subset-hf.json

{
  "name": "search-movies-subset-hf-embeddings",
  "run_count": 2,
  "target": "search::=trace",
  "extra_cli_args": [
    "--max-indexing-threads=4"
  ],
  "assets": {
    "movies-100.json": {
      "local_location": null,
      "remote_location": "https://milli-benchmarks.fra1.digitaloceanspaces.com/bench/datasets/movies-100.json",
      "sha256": "d215e395e4240f12f03b8f1f68901eac82d9e7ded5b462cbf4a6b8efde76c6c6"
    }
  },
  "precommands": [
    {
      "route": "experimental-features",
      "method": "PATCH",
      "body": {
        "inline": {
          "vectorStore": true
        }
      },
      "synchronous": "DontWait"
    },
    {
      "route": "indexes/movies/settings",
      "method": "PATCH",
      "body": {
        "inline": {
          "searchableAttributes": [
            "title",
            "overview"
          ],
          "filterableAttributes": [
            "genres",
            "release_date"
          ],
          "sortableAttributes": [
            "release_date"
          ],
          "searchCutoffMs": 15000
        }
      },
      "synchronous": "WaitForTask"
    },
    {
      "route": "indexes/movies/settings",
      "method": "PATCH",
      "body": {
        "inline": {
          "embedders": {
            "default": {
              "source": "huggingFace",
              "documentTemplate": "A movie titled '{{doc.title}}' whose description starts with {{doc.overview|truncatewords: 20}}"
            }
          }
        }
      },
      "synchronous": "WaitForTask"
    },
    {
      "route": "indexes/movies/documents",
      "method": "POST",
      "body": {
        "asset": "movies-100.json"
      },
      "synchronous": "WaitForTask"
    }
  ],
  "commands": [
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "puppy cute comforting movie",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 0.1,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    },
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "puppy cute comforting movie",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 0.5,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    },
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "puppy cute comforting movie",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 0.9,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    },
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "puppy cute comforting movie",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 1.0,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    },
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "shrek",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 1.0,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    },
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "shrek",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 0.5,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    },
    {
      "route": "indexes/movies/search",
      "method": "POST",
      "body": {
        "inline": {
          "q": "shrek",
          "limit": 100,
          "hybrid": {
            "semanticRatio": 0.1,
            "embedder": "default"
          }
        }
      },
      "synchronous": "WaitForResponse"
    }
  ]
}