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[Doc] Introduce Mem0 based Long-Term Memory#637

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matrixsparse wants to merge 1 commit intoapache:mainfrom
matrixsparse:feature/mem0-long-term-memory-docs
Open

[Doc] Introduce Mem0 based Long-Term Memory#637
matrixsparse wants to merge 1 commit intoapache:mainfrom
matrixsparse:feature/mem0-long-term-memory-docs

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What is the purpose of the change

Add documentation for Mem0-based Long-Term Memory integration, as described in #621.

Brief change log

  • Add docs/content/docs/development/memory/mem0_long_term_memory.md
    • Overview and prerequisites for Mem0 integration
    • Mem0LongTermMemory implementation example (extending BaseLongTermMemory)
    • Agent usage examples with correct Flink Agents Python API
    • Configuration options (vector store, LLM, embedder) and multi-provider support
    • Advanced features: multi-user isolation, memory categories, async operations
    • Best practices and known limitations

Does this pull request potentially affect one of the following parts

  • Dependencies
  • The public API
  • Integration tests
  • Documentation

Documentation

  • Does this pull request introduce a new feature? (yes, Mem0 LTM docs)
  • If yes, how is the feature documented? (docs)

Add documentation for integrating Mem0 as a Long-Term Memory backend
in Flink Agents, including:
- Mem0 overview, concepts, and prerequisites
- BaseLongTermMemory implementation example
- Agent usage examples with correct API
- Configuration options for multiple LLM providers
- Multi-user memory management and async operations
- Best practices and limitations

Closes apache#621
@github-actions github-actions Bot added doc-label-missing The Bot applies this label either because none or multiple labels were provided. fixVersion/0.3.0 The feature or bug should be implemented/fixed in the 0.3.0 version. priority/major Default priority of the PR or issue. labels Apr 20, 2026
@wenjin272 wenjin272 added doc-included Your PR already contains the necessary documentation updates. and removed doc-label-missing The Bot applies this label either because none or multiple labels were provided. labels Apr 21, 2026
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doc-included Your PR already contains the necessary documentation updates. fixVersion/0.3.0 The feature or bug should be implemented/fixed in the 0.3.0 version. priority/major Default priority of the PR or issue.

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