root 84f217ef55 fix: 在强制执行顺序中增加 memory_commit 步骤,恢复原提示词风格
- 新增步骤4: memory_commit (写入关键信息) → 强制AI每轮将用户提到的重要信息写入图数据库
- 恢复原提示词表述(图数据库是唯一记忆源、无Python函数注记、无冗余工具)
- 原提示词AI只查不写的问题根源:缺少写入指令
2026-04-28 18:40:30 +08:00
2026-04-14 23:54:46 +08:00

TrulyMEM - TrueHumanMEM

TrulyMEM Logo

📜 License: GNU General Public License v3.0 (GPLv3)

中文: README.md

Give AI self-awareness, plasticity, and a sense of proportion in long-term memoryThe More Human Choice.

License: GPL v3 Python 3.8+


In a Nutshell

TrulyMEM gives memory authority back to the LLM. Using graph database (triplets) instead of the traditional messages array, the LLM autonomously decides what to remember and what to forget.


Quick Start

python trulymem_entry.py    # from source
./dist/TrulyMEM             # packaged binary

First run → TUI login screen → create/sign in → press F2 for API Key → start chatting

📖 Full guide: docs/en/quick_start.md


Features

Feature Description
🧠 Graph Memory Triplet storage, LLM autonomous navigation
🔐 Multi-User Isolated profiles + Admin/User roles
🌐 Web UI Embedded Flask server (thread mode) for knowledge graph browsing
🎮 TUI Textual-based terminal UI with F2 config panel
📦 Single Binary PyInstaller build, Web server embedded

Documentation

Document Content
docs/en/quick_start.md 🔥 Full setup guide (Web, multi-user, building)
docs/en/architecture.md System architecture and design
docs/en/memory.md Memory working mechanism
docs/en/persona.md Persona Graph mechanism
docs/en/api.md Backend API
docs/en/prompts.md Prompt management

Special Thanks

  • Prof. Meiting Wang — Academic guidance
  • 逝水秋生白 — Architecture support
  • anzhitinglan — Testing resource support
  • 崔莉萍老师 — Theoretical guidance
  • Annie — Professional guidance
  • 王梓沣、马悦华、隆梦婷 — Neuroscience theory support

License

GNU General Public License v3.0 (GPLv3)

Description
No description provided
Readme 25 MiB
Languages
Python 63.5%
HTML 33.5%
Shell 1.6%
CSS 0.8%
C++ 0.3%
Other 0.3%