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User memory topic#123

Merged
Teingi merged 39 commits intooceanbase:mainfrom
Evenss:user_memory_topic
Dec 16, 2025
Merged

User memory topic#123
Teingi merged 39 commits intooceanbase:mainfrom
Evenss:user_memory_topic

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@Evenss
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@Evenss Evenss commented Dec 16, 2025

Summary

enhance UserMemory with structured profile extraction capabilities.

Added the following feature:

  • Schema Definition (Custom Topics)
  • Structured Output
  • Strict Mode Support
  • Incremental Updates

Close #96

# Conflicts:
#	docs/examples/overview.md
# Conflicts:
#	docs/examples/overview.md
# Conflicts:
#	docs/examples/scenario_9_user_memory.ipynb
#	docs/examples/scenario_9_user_memory.md
#	docs/guides/0010-user_memory.md
#	src/powermem/prompts/user_profile_prompts.py
#	src/powermem/user_memory/storage/base.py
#	src/powermem/user_memory/storage/user_profile.py
#	src/powermem/user_memory/user_memory.py
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LGTM

@Teingi Teingi merged commit 1a3b0f9 into oceanbase:main Dec 16, 2025
16 of 17 checks passed
@Evenss Evenss deleted the user_memory_topic branch December 16, 2025 12:57
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