zzstoatzz.io
a digital entity named phi that roams bsky
Document thread history implementation
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sandbox/implementation_notes.md
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sandbox/implementation_notes.md
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- Good for millions of users
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- Has Python SDK
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### Thread History (Implemented)
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- SQLite database for thread message storage
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- Tracks threads by root URI
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- Stores all messages with author info
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- Full thread context passed to AI agent
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- Inspired by Marvin's simple approach
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### Next Session TODOs
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1. Add `turbopuffer` dependency
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2. Create `MemoryManager` service
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3. Implement `LLMResponseGenerator`
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4. Add memory to message context
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1. Add `turbopuffer` dependency for vector memory
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2. Create `MemoryManager` service for user facts
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3. Improve system prompt DX (like Marvin's @agent.system_prompt)
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4. Add memory retrieval to message context
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5. Consider admin-only mode initially (like Penelope)
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### Gotchas Discovered