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feat: Language Learning Companion with PowerMem for Oceanbase Developer Challenge#2027

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mx-pai wants to merge 1 commit intoTEN-framework:mainfrom
mx-pai:feature/powermem-language-tutor
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feat: Language Learning Companion with PowerMem for Oceanbase Developer Challenge#2027
mx-pai wants to merge 1 commit intoTEN-framework:mainfrom
mx-pai:feature/powermem-language-tutor

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@mx-pai mx-pai commented Jan 31, 2026

Summary

This PR adds a memory-enabled voice AI use case - Language Learning Companion - for the Oceanbase Developer Challenge 2026. The application uses TEN Framework with PowerMem to provide personalized language education that remembers vocabulary, grammar lessons, and learning progress across sessions.

Features

  • Vocabulary Memory: Remembers vocabulary words learned across sessions with semantic search retrieval
  • Grammar Tracking: Stores and retrieves grammar concepts with context-aware retrieval
  • Personalized Learning: Adapts to user's learning level and progress history
  • Review System: Reinforces previously learned material through intelligent memory retrieval

Memory Design

Memory Type Content Strategy
Vocabulary Words, translations, topics Semantic search
Grammar Rules, examples Context retrieval
Progress Lesson history, quiz scores Timeline-based review
Preferences Learning style, native language User profile

Files Changed

  • ai_agents/agents/examples/voice-assistant-with-PowerMem-LanguageTutor/ - New example directory with complete implementation

Usage

cd ai_agents/agents/examples/voice-assistant-with-PowerMem-LanguageTutor
task install
task run

Related Issue

🤖 Generated with Claude Code

…eloper Challenge

A memory-enabled voice AI use case that helps users learn languages with
persistent memory of vocabulary, grammar lessons, and learning progress.

Features:
- Vocabulary tracking across sessions using PowerMem vector store
- Grammar concept memory with semantic search retrieval
- Personalized learning based on user progress history
- Review system for reinforcement of previously learned material

Directory: ai_agents/agents/examples/voice-assistant-with-PowerMem-LanguageTutor

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
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