[I] [geaflow/ai-memory] Add graph backend conformance tests [geaflow]

["kitalkuyo-gita (via GitHub)" <gi...@apache.org>]

kitalkuyo-gita opened a new issue, #850:
URL: https://github.com/apache/geaflow/issues/850

   Priority: P0  
   Difficulty: Intermediate
   
   Context: Multiple backends must behave consistently for Graph Memory retrieval, deletion, and replay.
   
   Scope:
   
   - Add backend contract test suite.
   - Cover duplicate vertex, parallel edge, self-loop, dangling edge rejection, delete, restart, scan order normalization.
   
   Constraints:
   
   - Tests must run against fake/local backend without external services.
   - Do not encode implementation-specific ordering unless explicitly sorted.
   
   Acceptance Criteria:
   
   - Fake backend and local backend can both run the same test suite.
   - Failures identify contract name and backend name.
   
   Suggested paths:
   
   - `geaflow-ai/src/test/java/org/apache/geaflow/ai/backend`


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