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Aiden的个人记忆API。支持向量语义搜索、混合权重模型、多种返回格式。省token模式用format=compact。
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Baseado na classificação ocupacional SOC
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| name | vivian-memory |
| description | Aiden的个人记忆API。支持向量语义搜索、混合权重模型、多种返回格式。省token模式用format=compact。 |
Aiden 的个人记忆基础设施。任何 AI 都可以调用，但必须遵守协议。
API代码位置: skills/vivian-memory/api/
https://memory-api.vivian-memory.workers.dev
Authorization: Bearer my-memory-secret-123
curl -s ".../memory/search?q=<query>&limit=5&format=compact" -H "Authorization: Bearer ..."
| 参数 | 默认 | 说明 |
|---|---|---|
| q | 必填 | 自然语言查询 |
| limit | 5 | 返回数量，最大20 |
| type | all | all/personal/assistant/project |
| format | full | text/compact/full（见下方） |
format 参数（省token）：
| 值 | 说明 |
|---|---|
| text | 纯文本，---分隔，最省token |
| compact | 只有text+score |
| full | 全部字段+_debug |
推荐日常用 format=compact
curl -s -X POST ".../memory" -H "Auth..." -d '{"items": [{"text": "内容", "weight": 0.8}]}'
| 字段 | 默认 | 说明 |
|---|---|---|
| text | 必填 | 原子化（一条一个事实） |
| weight | 1.0 | 0.3-1.0 |
| tags | [] | bio/pref/tech/work/goal |
| type | personal | personal/assistant/project |
批量最多20条/请求。
curl -s -X DELETE ".../memory/{id}" -H "Auth..."
curl -s ".../memory/stats" -H "Auth..."
https://memory-api.vivian-memory.workers.dev/viz
final_score = similarity × (0.5×base + 0.3×recency + 0.2×frequency)
| 因子 | 说明 |
|---|---|
| base | 写入时的weight |
| recency | 1/(1+days/30)，越近越高 |
| frequency | log(count+1)/log(10)，召回越多越重要 |
用 format=full 看 _debug 字段调试。
位置: scripts/utils/memory-batch.sh
./memory-batch.sh add "内容" 0.8 "tag" # 暂存
./memory-batch.sh list # 查看
./memory-batch.sh flush # 批量上传
./memory-batch.sh import file.txt # 导入
✅ 写入：新事实、状态变化、明确说"记住"的内容 ❌ 不写：废话、重复、临时细节
原子化：一条 = 一个事实 权重：1.0核心 / 0.8长期 / 0.5临时 / 0.3琐碎
冲突处理：search找旧的 → delete → 写新的