# Reiko

- **Event:** [Agentic Memory & Context Engineering Hackathon](https://cerebralvalley.ai/e/mongoDB-hackathon)
- **When:** Sat, Oct 11 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Kaushik Bokka](https://cerebralvalley.ai/u/kaushikbokka)
- **GitHub:** https://github.com/kaushikb11/ai-human-journal
- **Demo video:** https://www.youtube.com/watch?v=zoB8BEtWyag
- **Gallery:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/74

AI Human Journal - Document your life in a smart way

  The Problem:
  Traditional journaling is tedious and time-consuming. People struggle to maintain consistency, identify patterns in their decisions and outcomes,
  and extract actionable insights from their experiences. Life lessons get forgotten, and personal growth remains unmeasured.

  Our Solution:
  - Conversational Documentation: Users talk naturally with "Alex," an AI companion via video/voice, making daily reflection effortless (10x faster
  than typing)
  - Intelligent Pattern Recognition: Automatically analyzes recurring themes, decision patterns, and behavioral trends from journal entries
  - Semantic Memory Search: Uses MongoDB Atlas Vector Search with embeddings to find relevant past experiences instantly - ask "When did I face a
  similar challenge at work?" and get contextual results

---

Markdown version of https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/74. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt