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OpenSearch v2.11 Documentation
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ML Commons API

 GitHub  来源:OpenSearch 浏览 131 扫码 分享 2024-01-08 13:50:09
  • ML Commons API

    ML Commons API

    ML Commons supports the following API types:

    • Model APIs
    • Model group APIs
    • Connector APIs
    • Tasks APIs
    • Train and Predict APIs
    • Execute Algorithm API
    • Profile API
    • Stats API
    当前内容版权归 OpenSearch 或其关联方所有，如需对内容或内容相关联开源项目进行关注与资助，请访问 OpenSearch .
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      • API tools
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        • Mappings APIs
        • Alerts and findings APIs
        • Correlation engine APIs
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      • Security Analytics settings
    • Mappings and field types
      • Supported field types
        • Alias
        • Binary
        • Numeric field types
          • Unsigned long
        • Boolean
        • Date field types
          • Date
          • Date nanoseconds
        • IP address
        • Range field types
        • Object field types
          • Object
          • Nested
          • Flat object
          • Join
        • String field types
          • Keyword
          • Text
          • Token count
        • Autocomplete field types
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        • Geographic field types
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        • Boolean
        • Boosting
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        • Disjunction max
        • Function score
        • Hybrid
      • Geographic and xy queries
        • Geo-bounding box
        • xy
      • Span queries
      • Match all queries
      • Specialized queries
        • Neural
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        • Script score
      • Minimum should match
    • Aggregations
      • Metric aggregations
        • Average
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        • Percentile
        • Scripted metric
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        • Top hits
        • Value count
      • Bucket aggregations
        • Adjacency matrix
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        • Date range
        • Diversified sampler
        • Filter
        • Filters
        • Geodistance
        • Geohash grid
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        • Global
        • Histogram
        • IP range
        • Missing
        • Multi-terms
        • Nested
        • Range
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        • Sampler
        • Significant terms
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        • Terms
      • Pipeline aggregations
    • Search
      • Searching data
        • Paginate results
        • Point in Time
          • Point in Time API
        • Sort results
        • Highlight query matches
        • Autocomplete
        • Did-you-mean
      • Keyword search
      • k-NN search
        • k-NN index
        • Exact k-NN with scoring script
        • Approximate k-NN search
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      • Neural search tutorial
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      • Multimodal search
      • Neural sparse search
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        • Compare Search Results
          • Search Relevance Stats API
        • Querqy
      • Search pipelines
        • Creating a search pipeline
        • Using a search pipeline
        • Retrieving search pipelines
        • Search processors
          • Filter query
          • Neural query enricher
          • Normalization
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          • Script
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        • Search pipeline metrics
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      • SQL and PPL
        • SQL and PPL API
        • Response formats
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        • SQL
          • Basic Queries
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          • Functions
          • JSON Support
          • Metadata Queries
          • Aggregate Functions
          • Delete
          • JDBC Driver
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        • PPL
          • Syntax
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        • Identifiers
        • Data Types
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        • Full-Text Search
        • Settings
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    • Machine learning
      • ML Commons cluster settings
      • Integrating ML models
        • Model access control
        • Using ML models within OpenSearch
          • Custom models
          • Pretrained models
          • GPU acceleration
        • Connecting to externally hosted models
          • Connectors
          • Connector blueprints
      • Managing ML models in OpenSearch Dashboards
      • Supported algorithms
      • ML Commons API
        • Model APIs
          • Register model
          • Get model
          • Deploy model
          • Undeploy model
          • Delete model
        • Model group APIs
          • Register model group
          • Update model group
          • Search for a model group
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        • Connector APIs
          • Create connector
          • Get connector
          • Delete connector
        • Execute algorithm
        • Tasks APIs
          • Get task
          • Delete task
        • Train and Predict APIs
          • Train and predict
          • Train
          • Predict
        • Profile
        • Stats
    • Monitoring your cluster
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        • Management
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      • Count
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        • Index document
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        • Delete document
        • Bulk
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        • Reindex document
      • Explain
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