How a Telugu voice note becomes Hindsight agent memory — write-side design
Jeevana_Nanepalli · reddit · 2026-09-29
An engineering write-up on building the write side of an agent memory system for farmers' voice notes:
- ASR: Whisper handles code-mixed Telugu/English voice notes.
- Structure: a per-farmer zod schema prevents the LLM from inventing crops.
- Storage: retain readable prose instead of JSON; outcomes are stored as separate memories.
- Reflection: Hindsight reflect answers aggregate questions like "what works in this village?"
The author invites discussion on how others structure what their agents retain.
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