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session-memory

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Local-first chat agent that runs comfortably with small-context local LLMs (from 2B) without losing the original goal of a long conversation. Multi-window context with rollovers, SKILL.state runtime, memory carry-over, three-tier auto web search, and a stalled-session detector. Next.js + FastAPI + SQLite + LanceDB, packaged for Docker Compose.

  • Updated Sep 3, 2026
  • Python

A lightweight ChatGPT Projects protocol that keeps long idea-shaping sessions structurally coherent: GPT follows real gates and source boundaries, uses append-only internal notes to avoid drift, and produces clean final artifacts only after approval.

  • Updated Jun 9, 2026
  • Python

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