engram-core 0.19.0

AI Memory Infrastructure - Persistent memory for AI agents with semantic search
Documentation 
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{
  "test_cases": [
    {
      "name": "simple_mention",
      "input": "Hello @alice, how are you?",
      "expected_entities": [
        {
          "mention_text": "@alice",
          "entity_type": "Mention"
        }
      ]
    },
    {
      "name": "multiple_mentions",
      "input": "Meeting with @bob and @charlie tomorrow",
      "expected_entities": [
        {
          "mention_text": "@bob",
          "entity_type": "Mention"
        },
        {
          "mention_text": "@charlie",
          "entity_type": "Mention"
        }
      ]
    },
    {
      "name": "email_extraction",
      "input": "Send email to support@example.com for help",
      "expected_entities": [
        {
          "mention_text": "support@example.com",
          "entity_type": "Email"
        },
        {
          "mention_text": "@example",
          "entity_type": "Mention"
        }
      ]
    },
    {
      "name": "mixed_entities",
      "input": "@admin please check support@company.org and update John Smith's profile",
      "expected_entities": [
        {
          "mention_text": "@admin",
          "entity_type": "Mention"
        },
        {
          "mention_text": "support@company.org",
          "entity_type": "Email"
        },
        {
          "mention_text": "@company",
          "entity_type": "Mention"
        },
        {
          "mention_text": "John Smith",
          "entity_type": "Name"
        }
      ]
    },
    {
      "name": "dedup_repeated_mentions",
      "input": "@alice said hello, then @alice waved goodbye",
      "expected_entities": [
        {
          "mention_text": "@alice",
          "entity_type": "Mention",
          "count": 2
        }
      ]
    },
    {
      "name": "empty_input",
      "input": "",
      "expected_entities": []
    },
    {
      "name": "whitespace_only",
      "input": "   \t\n   ",
      "expected_entities": []
    },
    {
      "name": "no_entities",
      "input": "This is a plain text without any entities",
      "expected_entities": []
    }
  ]
}