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tessl/pypi-azure-ai-documentintelligence

tessl install tessl/pypi-azure-ai-documentintelligence@1.0.0

Azure AI Document Intelligence client library for Python - a cloud service that uses machine learning to analyze text and structured data from documents

Agent Success

Agent success rate when using this tile

76%

Improvement

Agent success rate improvement when using this tile compared to baseline

1.19x

Baseline

Agent success rate without this tile

64%

rubric.jsonevals/scenario-8/

{
  "context": "Evaluates whether the solution uses azure-ai-documentintelligence to classify documents by classifier_id, including optional page filtering and per-page routing, and derives routing metadata from the service results.",
  "type": "weighted_checklist",
  "checklist": [
    {
      "name": "Client setup",
      "description": "Creates a DocumentIntelligenceClient (or aio equivalent) from azure.ai.documentintelligence with a proper Azure credential for invoking begin_classify_document.",
      "max_score": 15
    },
    {
      "name": "Classification call",
      "description": "Invokes begin_classify_document with the provided classifier_id and document source (stream/bytes/path/URL) and waits for poller.result() to obtain an AnalyzeResult.",
      "max_score": 30
    },
    {
      "name": "Page filtering",
      "description": "Passes the pages argument from input through to begin_classify_document so the service restricts classification to the requested page ranges.",
      "max_score": 15
    },
    {
      "name": "Per-page split",
      "description": "When per-page routing is requested, sets split_mode to \"perPage\" or SplitMode.PER_PAGE on begin_classify_document to force page-level classifications.",
      "max_score": 20
    },
    {
      "name": "Result parsing",
      "description": "Builds output doc_type, confidence, and page lists by reading AnalyzeResult.documents entries (and associated pages/spans) returned by begin_classify_document instead of inferring them locally.",
      "max_score": 20
    }
  ]
}

Version

Workspace
tessl
Visibility
Public
Created
Last updated
Describes
pypipkg:pypi/azure-ai-documentintelligence@1.0.x
tile.json