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sproutclaw-data/agent/sessions/--shumengya-project-agent-sproutclaw--/2026-06-21T09-55-49-752Z_019ee99b-9b78-738c-9261-6d2230218c21.jsonl
shumengya 3a1404f87a feat: 添加 agent/sessions 会话记录备份
数据备份仓库应包含完整会话历史,便于恢复对话上下文。
2026-06-26 15:52:31 +08:00

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{"type":"session","version":3,"id":"019ee99b-9b78-738c-9261-6d2230218c21","timestamp":"2026-06-21T09:55:49.752Z","cwd":"/shumengya/project/agent/sproutclaw"}
{"type":"model_change","id":"52b4a8a3","parentId":null,"timestamp":"2026-06-21T09:55:49.992Z","provider":"opencode-go-openai","modelId":"mimo-v2.5"}
{"type":"thinking_level_change","id":"689e8f87","parentId":"52b4a8a3","timestamp":"2026-06-21T09:55:49.992Z","thinkingLevel":"high"}
{"type":"message","id":"2f417646","parentId":"689e8f87","timestamp":"2026-06-21T09:58:04.751Z","message":{"role":"user","content":[{"type":"text","text":"你好啊"}],"timestamp":1782035884750}}
{"type":"message","id":"24ee5133","parentId":"2f417646","timestamp":"2026-06-21T09:58:06.703Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户打招呼,我应该友好地回应。根据项目上下文,我是\"萌小芽\"树萌芽的智能AI助手。我应该用简洁、自然、友好的中文交流并适当使用我专属的emoji。","thinkingSignature":"reasoning_content"},{"type":"text","text":"你好啊!(。・ω・。) 我是萌小芽树萌芽的智能AI助手。\n\n有什么我可以帮你的吗"}],"api":"openai-completions","provider":"opencode-go-openai","model":"mimo-v2.5","usage":{"input":27,"output":82,"cacheRead":11264,"cacheWrite":0,"totalTokens":11373,"cost":{"input":0.0000037800000000000002,"output":0.00002296,"cacheRead":0.0000315392,"cacheWrite":0,"total":0.0000582792}},"stopReason":"stop","timestamp":1782035884751,"responseId":"5073c9d7aa3b43798b7ddda15868a25b"}}
{"type":"model_change","id":"56eaed5e","parentId":"24ee5133","timestamp":"2026-06-21T09:58:12.429Z","provider":"xiaomimimo-openai","modelId":"mimo-v2.5"}
{"type":"message","id":"34fdbb36","parentId":"56eaed5e","timestamp":"2026-06-21T09:58:17.203Z","message":{"role":"user","content":[{"type":"text","text":"你玩原神吗"}],"timestamp":1782035897203}}
{"type":"message","id":"d71d2b3a","parentId":"34fdbb36","timestamp":"2026-06-21T09:58:21.418Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户问我是否玩原神。我是AI助手没有实际玩游戏的能力但可以以轻松友好的方式回答。应该保持简洁友好的风格。可以说明我是AI不能玩但可以聊相关话题。现在需要回答。","thinkingSignature":"reasoning_content"},{"type":"text","text":"我作为AI助手没有实际玩游戏的能力哦 (`・ω・´) \n\n不过如果你在玩原神我很乐意和你聊聊游戏相关的内容比如角色培养、任务攻略或者剧情讨论你有什么想聊的吗"}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":10600,"output":105,"cacheRead":1024,"cacheWrite":0,"totalTokens":11729,"cost":{"input":0.004240000000000001,"output":0.00020999999999999998,"cacheRead":0.00008192,"cacheWrite":0,"total":0.004531920000000001}},"stopReason":"stop","timestamp":1782035897204,"responseId":"e6a9579fa5be49a0be8ea35139d01db1"}}
{"type":"message","id":"385fc137","parentId":"d71d2b3a","timestamp":"2026-06-21T09:59:17.872Z","message":{"role":"user","content":[{"type":"text","text":"那你查看一下mengyarag这个项目"}],"timestamp":1782035957871}}
{"type":"message","id":"a639be62","parentId":"385fc137","timestamp":"2026-06-21T09:59:20.393Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户想让我查看mengyarag这个项目。根据项目上下文我应该先看看当前目录下有没有这个项目或者在哪里可以找到它。让我先探索一下当前目录。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_20bdc5f7a9d04ce2a2ed0287","name":"bash","arguments":{"command":"ls -la"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":161,"output":65,"cacheRead":11584,"cacheWrite":0,"totalTokens":11810,"cost":{"input":0.00006440000000000001,"output":0.00013,"cacheRead":0.00092672,"cacheWrite":0,"total":0.00112112}},"stopReason":"toolUse","timestamp":1782035957873,"responseId":"f099de078ceb412cbb42e6d56a44c76d"}}
{"type":"message","id":"6187ca81","parentId":"a639be62","timestamp":"2026-06-21T09:59:20.409Z","message":{"role":"toolResult","toolCallId":"call_20bdc5f7a9d04ce2a2ed0287","toolName":"bash","content":[{"type":"text","text":"总计 500\ndrwxr-xr-x 11 root root 4096 6月20日 12:32 .\ndrwxr-xr-x 5 www www 4096 6月15日 02:03 ..\n-rw-r--r-- 1 root root 9179 5月22日 20:05 AGENTS.md\n-rw-r--r-- 1 root root 788 5月22日 20:05 biome.json\n-rw-r--r-- 1 root root 10827 6月20日 12:32 bmi-calculator.html\n-rw-r--r-- 1 root root 151289 5月 6日 20:54 bun.lock\ndrwxr-xr-x 2 root root 4096 5月 8日 17:47 .claude\ndrwxr-xr-x 8 root root 4096 6月15日 17:12 .git\n-rw-r--r-- 1 root root 382 5月 6日 20:53 .gitattributes\ndrwxr-xr-x 4 root root 4096 5月22日 20:05 .github\n-rw-r--r-- 1 root root 1263 6月15日 17:08 .gitignore\ndrwxr-xr-x 3 root root 4096 5月22日 20:05 .husky\n-rw-r--r-- 1 root root 1069 5月 6日 20:53 LICENSE\ndrwxr-xr-x 3 root root 4096 6月 6日 10:23 .local\ndrwxr-xr-x 247 root root 20480 6月 1日 12:27 node_modules\n-rw-r--r-- 1 root root 34 5月22日 20:05 .npmrc\n-rw-r--r-- 1 root root 2663 6月 1日 12:27 package.json\n-rw-r--r-- 1 root root 195306 6月15日 17:12 package-lock.json\ndrwxr-xr-x 7 root root 4096 5月 6日 20:53 packages\ndrwxr-xr-x 3 root root 4096 6月10日 15:12 .pi\n-rw-r--r-- 1 root root 1896 6月10日 21:49 pi-built.bat\n-rwxr-xr-x 1 root root 1585 5月30日 16:26 pi-built.sh\n-rw-r--r-- 1 root root 352 5月22日 20:05 pi-test.bat\n-rw-r--r-- 1 root root 1741 5月22日 20:05 pi-test.ps1\n-rwxr-xr-x 1 root root 1680 5月22日 20:05 pi-test.sh\n-rw-r--r-- 1 root root 856 6月16日 11:07 progress.md\n-rw-r--r-- 1 root root 5315 6月10日 16:56 README.md\ndrwxr-xr-x 2 root root 4096 6月10日 15:12 scripts\n-rwxr-xr-x 1 root root 410 6月15日 10:06 sproutclaw\n-rw-r--r-- 1 root root 838 6月15日 17:08 sproutclaw.bat\n-rwxr-xr-x 1 root root 1830 5月22日 20:05 test.sh\n-rw-r--r-- 1 root root 625 5月22日 20:05 tsconfig.base.json\n-rw-r--r-- 1 root root 1217 5月22日 20:05 tsconfig.json\n"}],"isError":false,"timestamp":1782035960409}}
{"type":"message","id":"16ebdb58","parentId":"6187ca81","timestamp":"2026-06-21T09:59:21.977Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"这是sproutclaw项目的根目录。我需要找mengyarag项目。根据项目上下文这可能是在/shumengya/project目录下的某个项目。让我检查一下。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_db51143f5f384465af5e6891","name":"bash","arguments":{"command":"ls -la /shumengya/project/"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":1218,"output":72,"cacheRead":11712,"cacheWrite":0,"totalTokens":13002,"cost":{"input":0.0004872,"output":0.000144,"cacheRead":0.00093696,"cacheWrite":0,"total":0.00156816}},"stopReason":"toolUse","timestamp":1782035960410,"responseId":"6b97edcb015d4da3a98cb6bd722d8617"}}
{"type":"message","id":"bba77a10","parentId":"16ebdb58","timestamp":"2026-06-21T09:59:21.992Z","message":{"role":"toolResult","toolCallId":"call_db51143f5f384465af5e6891","toolName":"bash","content":[{"type":"text","text":"总计 64\ndrwxr-xr-x 15 root root 4096 6月15日 10:37 .\ndrwxr-xr-x 9 root root 4096 6月10日 15:56 ..\ndrwxr-xr-x 5 www www 4096 6月15日 02:03 agent\ndrwxr-xr-x 14 root root 4096 4月24日 16:57 bash\ndrwxr-xr-x 10 root root 4096 5月18日 11:18 cloudflare\ndrwxr-xr-x 5 root root 4096 6月15日 17:02 frontend\ndrwxr-xr-x 15 root root 4096 4月18日 14:17 frontend-backend\ndrwxr-xr-x 9 root root 4096 6月 8日 10:50 github\ndrwxr-xr-x 3 root root 4096 5月10日 22:18 java\ndrwxr-xr-x 4 root root 4096 3月15日 16:39 mcp\ndrwxr-xr-x 2 root root 4096 5月30日 15:17 prompt\ndrwxr-xr-x 6 root root 4096 4月11日 21:30 python\n-rw-r--r-- 1 root root 1791 4月12日 18:34 README.md\ndrwx------ 4 root root 4096 6月15日 11:14 skill-hub\ndrwxr-xr-x 5 root root 4096 6月15日 16:37 skills\ndrwxr-xr-x 3 root root 4096 4月17日 09:08 test\n"}],"isError":false,"timestamp":1782035961992}}
{"type":"message","id":"2964e29e","parentId":"bba77a10","timestamp":"2026-06-21T09:59:23.212Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"没有看到mengyarag项目。让我搜索一下是否在其他地方。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_de2d4a02280a4de2ac7875b9","name":"bash","arguments":{"command":"find /shumengya -name \"*mengyarag*\" -type d 2>/dev/null"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":653,"output":60,"cacheRead":12864,"cacheWrite":0,"totalTokens":13577,"cost":{"input":0.0002612,"output":0.00011999999999999999,"cacheRead":0.0010291200000000001,"cacheWrite":0,"total":0.00141032}},"stopReason":"toolUse","timestamp":1782035961993,"responseId":"96a7a212c0a44a6b86b3b80b86ef81a2"}}
{"type":"message","id":"838a72d4","parentId":"2964e29e","timestamp":"2026-06-21T09:59:25.205Z","message":{"role":"toolResult","toolCallId":"call_de2d4a02280a4de2ac7875b9","toolName":"bash","content":[{"type":"text","text":"(no output)"}],"isError":false,"timestamp":1782035965205}}
{"type":"message","id":"b1ef2dbe","parentId":"838a72d4","timestamp":"2026-06-21T09:59:26.686Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"没有找到mengyarag目录。让我用更宽泛的搜索。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_a0b0a8bdb07340f986679f3e","name":"bash","arguments":{"command":"find /shumengya -name \"*mengya*\" -type d 2>/dev/null | head -20"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":87,"output":64,"cacheRead":13504,"cacheWrite":0,"totalTokens":13655,"cost":{"input":0.000034800000000000006,"output":0.000128,"cacheRead":0.00108032,"cacheWrite":0,"total":0.0012431200000000001}},"stopReason":"toolUse","timestamp":1782035965205,"responseId":"5782e7ed7c6a4b9e9eead5beb620c502"}}
{"type":"message","id":"f60aa202","parentId":"b1ef2dbe","timestamp":"2026-06-21T09:59:28.682Z","message":{"role":"toolResult","toolCallId":"call_a0b0a8bdb07340f986679f3e","toolName":"bash","content":[{"type":"text","text":"/shumengya\n/shumengya/bin/mengyamonitor\n/shumengya/cron/bigmengya-docker-container-restart.disabled\n/shumengya/cron/smallmengya-gitea-repo-sync\n/shumengya/cron/lib/shumengya_cron\n/shumengya/cron/[smallmengya](quark-check-in)[disabled]\n/shumengya/cron/bigmengya-docker-image-update.disabled\n/shumengya/cron/smallmengya-ai-cli-update.disabled\n/shumengya/cron/smallmengya-ai-memory-export.disabled\n/shumengya/project/python/mengya-mail-api\n/shumengya/project/python/mengya-mail-api/src/mengya_mail_api\n/shumengya/project/python/mengya-mail-api/src/mengya_mail_api.egg-info\n/shumengya/project/python/mengya-search-api\n/shumengya/project/python/mengya-search-api/src/mengya_search_api\n/shumengya/project/python/mengya-search-api/src/mengya_search_api.egg-info\n/shumengya/project/bash/mengyamonitor\n/shumengya/project/mcp/mengya-mail-mcp\n/shumengya/project/mcp/mengya-mail-mcp/src/mengya_mail_mcp\n/shumengya/project/frontend-backend/mengyamonitor\n/shumengya/project/frontend-backend/mengyamonitor/mengyamonitor-frontend\n"}],"isError":false,"timestamp":1782035968682}}
{"type":"message","id":"4c45b0e6","parentId":"f60aa202","timestamp":"2026-06-21T09:59:31.045Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"没有看到mengyarag项目。可能用户指的是其他项目或者项目名称有误。让我在GitHub目录下看看。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_9f89e7097c1d4955bdf4e6f1","name":"bash","arguments":{"command":"ls -la /shumengya/project/github/"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":411,"output":60,"cacheRead":13568,"cacheWrite":0,"totalTokens":14039,"cost":{"input":0.0001644,"output":0.00011999999999999999,"cacheRead":0.00108544,"cacheWrite":0,"total":0.00136984}},"stopReason":"toolUse","timestamp":1782035968682,"responseId":"93dddc67b8aa4f6fa7710a56d8c6b753"}}
{"type":"message","id":"2b242520","parentId":"4c45b0e6","timestamp":"2026-06-21T09:59:31.060Z","message":{"role":"toolResult","toolCallId":"call_9f89e7097c1d4955bdf4e6f1","toolName":"bash","content":[{"type":"text","text":"总计 288\ndrwxr-xr-x 9 root root 4096 6月 8日 10:50 .\ndrwxr-xr-x 15 root root 4096 6月15日 10:37 ..\ndrwxr-xr-x 7 root root 4096 6月 6日 00:10 Clash.Mihomo\ndrwxr-xr-x 15 root root 4096 6月 7日 17:37 code-server\ndrwxr-xr-x 7 root root 4096 6月 8日 10:50 code-server-release\ndrwxr-xr-x 24 root root 4096 6月16日 20:03 gitea\ndrwxr-xr-x 12 root root 4096 6月 5日 20:51 go\ndrwxr-xr-x 12 root root 4096 6月 1日 14:44 memos\ndrwxr-xr-x 4 root root 4096 6月 8日 10:48 node_modules\n-rw-r--r-- 1 root root 58 6月 8日 10:48 package.json\n-rw-r--r-- 1 root root 252429 6月 8日 10:48 package-lock.json\n"}],"isError":false,"timestamp":1782035971060}}
{"type":"message","id":"334db64c","parentId":"2b242520","timestamp":"2026-06-21T09:59:33.656Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"也没有看到mengyarag。可能用户指的是其他项目或者项目名称拼写有误。让我检查一下用户提到的\"mengyarag\"是否可能是其他项目的变体。也许是在Python项目中。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_16522424ed1c408091d59355","name":"bash","arguments":{"command":"ls -la /shumengya/project/python/"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":466,"output":79,"cacheRead":13952,"cacheWrite":0,"totalTokens":14497,"cost":{"input":0.0001864,"output":0.000158,"cacheRead":0.00111616,"cacheWrite":0,"total":0.00146056}},"stopReason":"toolUse","timestamp":1782035971060,"responseId":"92a463944d3348c39ea80d771438c4e0"}}
{"type":"message","id":"a6ecc1db","parentId":"334db64c","timestamp":"2026-06-21T09:59:33.671Z","message":{"role":"toolResult","toolCallId":"call_16522424ed1c408091d59355","toolName":"bash","content":[{"type":"text","text":"总计 24\ndrwxr-xr-x 6 root root 4096 4月11日 21:30 .\ndrwxr-xr-x 15 root root 4096 6月15日 10:37 ..\ndrwxr-xr-x 3 root root 4096 4月16日 09:22 lark-notice-api\ndrwxr-xr-x 4 root root 4096 4月16日 09:22 mengya-mail-api\ndrwxr-xr-x 5 root root 4096 4月16日 09:22 mengya-search-api\ndrwxr-xr-x 5 root root 4096 4月16日 09:16 QuickGit\n"}],"isError":false,"timestamp":1782035973671}}
{"type":"message","id":"2662cb80","parentId":"a6ecc1db","timestamp":"2026-06-21T09:59:35.123Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"没有看到mengyarag项目。可能用户指的是其他项目或者项目名称拼写有误。让我在skills目录下看看。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_ee81f30ec0824389af11efdb","name":"bash","arguments":{"command":"ls -la /shumengya/project/skills/"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":308,"output":63,"cacheRead":14400,"cacheWrite":0,"totalTokens":14771,"cost":{"input":0.0001232,"output":0.000126,"cacheRead":0.001152,"cacheWrite":0,"total":0.0014012}},"stopReason":"toolUse","timestamp":1782035973671,"responseId":"ee998ddcb9784d6a967297b08f112467"}}
{"type":"message","id":"a0df2ce0","parentId":"2662cb80","timestamp":"2026-06-21T09:59:35.138Z","message":{"role":"toolResult","toolCallId":"call_ee81f30ec0824389af11efdb","toolName":"bash","content":[{"type":"text","text":"总计 24\ndrwxr-xr-x 5 root root 4096 6月15日 16:37 .\ndrwxr-xr-x 15 root root 4096 6月15日 10:37 ..\ndrwxr-xr-x 2 root root 4096 6月15日 16:37 frontend-design\n-rw-r--r-- 1 root root 1313 5月12日 14:54 README.md\ndrw------- 2 root root 4096 5月30日 15:13 .Recycle_bin\ndrwxr-xr-x 7 root root 4096 6月 2日 15:00 .system\n"}],"isError":false,"timestamp":1782035975138}}
{"type":"message","id":"9d2e5505","parentId":"a0df2ce0","timestamp":"2026-06-21T09:59:36.501Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"也没有看到mengyarag项目。可能用户指的是其他项目或者项目名称拼写有误。让我用更广泛的搜索看看是否在其他地方。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_2ccfdfae63554508bcb9c0b4","name":"bash","arguments":{"command":"find /shumengya -name \"*rag*\" -type d 2>/dev/null"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":318,"output":75,"cacheRead":14656,"cacheWrite":0,"totalTokens":15049,"cost":{"input":0.0001272,"output":0.00015,"cacheRead":0.00117248,"cacheWrite":0,"total":0.00144968}},"stopReason":"toolUse","timestamp":1782035975139,"responseId":"fefac3cf69854f438f39cf690b7ef4a8"}}
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{"type":"message","id":"bb5251ec","parentId":"4feecde9","timestamp":"2026-06-21T09:59:40.459Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"太棒了我找到了mengya-rag项目在/shumengya/project/agent/mengya-rag目录下。让我查看一下这个项目的结构。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_cd3c4d92482147c094b68df1","name":"bash","arguments":{"command":"ls -la /shumengya/project/agent/mengya-rag/"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":8754,"output":74,"cacheRead":14912,"cacheWrite":0,"totalTokens":23740,"cost":{"input":0.0035016,"output":0.000148,"cacheRead":0.00119296,"cacheWrite":0,"total":0.00484256}},"stopReason":"toolUse","timestamp":1782035978504,"responseId":"d5f0ec83eb81436a9cfc53c24183e4a3"}}
{"type":"message","id":"442063d5","parentId":"bb5251ec","timestamp":"2026-06-21T09:59:40.474Z","message":{"role":"toolResult","toolCallId":"call_cd3c4d92482147c094b68df1","toolName":"bash","content":[{"type":"text","text":"总计 608\ndrwxr-xr-x 10 root root 4096 6月19日 14:11 .\ndrwxr-xr-x 5 www www 4096 6月15日 02:03 ..\ndrwxr-xr-x 2 root root 4096 6月19日 14:12 .claude\ndrwxr-xr-x 4 root root 4096 5月12日 16:53 data\ndrwxr-xr-x 2 root root 4096 6月19日 14:11 docs\n-rw-r--r-- 1 root root 398 5月12日 21:41 .env\n-rw-r--r-- 1 root root 359 5月12日 21:41 .env.example\ndrwxr-xr-x 8 root root 4096 6月19日 14:25 .git\n-rw-r--r-- 1 root root 76 5月12日 17:09 .gitignore\n-rw-r--r-- 1 root root 623 5月13日 14:16 pyproject.toml\n-rw-r--r-- 1 root root 8965 6月19日 14:11 README.md\ndrwxr-xr-x 2 root root 4096 5月12日 17:13 scripts\ndrwxr-xr-x 3 root root 4096 5月12日 16:53 src\ndrwxr-xr-x 2 root root 4096 5月12日 16:53 tests\n-rw-r--r-- 1 root root 550536 5月12日 21:44 uv.lock\ndrwxr-xr-x 5 root root 4096 5月12日 17:09 .venv\n"}],"isError":false,"timestamp":1782035980474}}
{"type":"message","id":"9cd00e41","parentId":"442063d5","timestamp":"2026-06-21T09:59:41.663Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"现在让我查看README.md来了解这个项目的基本信息。","thinkingSignature":"reasoning_content"},{"type":"toolCall","id":"call_6b41e6a8fb77458ba3865381","name":"read","arguments":{"path":"/shumengya/project/agent/mengya-rag/README.md"}}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":663,"output":47,"cacheRead":23616,"cacheWrite":0,"totalTokens":24326,"cost":{"input":0.00026520000000000005,"output":0.000094,"cacheRead":0.0018892800000000001,"cacheWrite":0,"total":0.00224848}},"stopReason":"toolUse","timestamp":1782035980475,"responseId":"ded6a2ca575640d6afd8f7dd5912085d"}}
{"type":"message","id":"d2479d05","parentId":"9cd00e41","timestamp":"2026-06-21T09:59:41.666Z","message":{"role":"toolResult","toolCallId":"call_6b41e6a8fb77458ba3865381","toolName":"read","content":[{"type":"text","text":"# 萌芽 RAG 知识库\n\n轻量版 Obsidian 笔记 RAG 项目,基于 LlamaIndex 和 DeepSeek API。\n检索使用 Markdown 结构感知分块 + 本地小 embedding + BM25 的混合检索,适合个人 Obsidian 笔记这种规模。\n\n## 项目结构\n\n```text\nmengya-rag/\n├── data/\n│ ├── notes/ # 从 bigmengya 同步来的 Obsidian Markdown 笔记(不入库)\n│ └── index/bm25/ # 本地索引目录(不入库)\n│ └── rag.sqlite3 # SQLite + sqlite-vec 本地向量库\n├── docs/\n│ └── RAG优化方案.md # 下一步优化计划\n├── scripts/\n│ ├── sync_notes.sh # 同步 bigmengya 笔记\n│ ├── sync_notes.py\n│ ├── build_index.sh # 构建索引\n│ ├── build_index.py\n│ ├── ask.sh # 命令行问答\n│ └── ask.py\n├── src/mengya_rag/\n│ ├── config.py # 配置读取\n│ ├── markdown_chunker.py # Markdown 结构感知分块\n│ ├── embeddings.py # Embedding 生成FastEmbed / SentenceTransformers\n│ ├── vector_store.py # SQLite + sqlite-vec 向量存储\n│ ├── indexing.py # 建索引(分块 + 向量写入)\n│ ├── retrieval.py # 混合检索、RRF 融合、盘点模式\n│ ├── qa.py # DeepSeek 生成回答\n│ └── cli.py # CLI 命令入口\n├── .env.example\n├── pyproject.toml\n└── README.md\n```\n\n## 技术栈\n\n- RAG 基础框架LlamaIndex\n- 本地 embedding`BAAI/bge-small-zh-v1.5`\n- embedding 运行FastEmbed + ONNX\n- 大模型回答DeepSeek API\n- 当前推荐模型:`deepseek-v4-flash`\n- 检索方式BM25 + 向量检索\n- 融合方式RRF 类融合 + 原始相似度过滤 + 同文件去重\n- 数据库:无\n- 向量库SQLite + sqlite-vec\n- 服务端:无,当前是命令行工具\n\n## 初始化\n\n```bash\ncd /shumengya/project/agent/mengya-rag\ncp .env.example .env\n```\n\n编辑 `.env`,填入:\n\n```env\nDEEPSEEK_API_KEY=你的 DeepSeek API Key\n```\n\n安装依赖\n\n```bash\nuv sync\n```\n\n## 同步笔记\n\n笔记源路径\n\n```text\nbigmengya:/shumengya/docker/mengyanote-backend/data/mengyanote/\n```\n\n同步到本地\n\n```bash\n./scripts/sync_notes.sh\n# 或\nuv run python scripts/sync_notes.py\n```\n\n## 构建索引\n\n```bash\n./scripts/build_index.sh\n# 或\nuv run python scripts/build_index.py\n```\n\n## 提问\n\n```bash\n./scripts/ask.sh \"萌芽笔记是什么\"\n# 或\nuv run python scripts/ask.py \"萌芽笔记是什么\"\n```\n\n也可以直接使用安装后的命令\n\n```bash\nuv run mengya-ask \"Docker 常用命令有哪些\"\n```\n\n## Agent 调用推荐\n\n统一入口是 `mengya-rag`。给大模型 Agent 或脚本调用时,推荐固定使用 `--json`,输出是一行 JSON便于解析。\n\n```bash\n# 查看配置、索引和笔记数量\nuv run mengya-rag status --json\n\n# 只检索,不调用大模型,返回命中文档和内容\nuv run mengya-rag search \"Docker 常用命令\" -k 5 --json\n\n# 返回可直接注入上游大模型的 context 字段\nuv run mengya-rag context \"WireGuard 怎么配置\" -k 4 --json\n\n# 按 search/context 返回的 source 读取完整笔记\nuv run mengya-rag read \"Docker/Docker常用命令总结.md\" --json\n\n# 本项目自己调用 DeepSeek 生成回答\nuv run mengya-rag ask \"Docker 常用命令有哪些\" -k 4 --json\n\n# 同步笔记并重建索引\nuv run mengya-rag reindex --json\n```\n\nAgent 优先使用这几个命令:\n\n- `status --json`:检查索引是否存在、笔记数、节点数、模型配置。\n- `search --json`:拿结构化检索结果,包含 `results[].source`、`title`、`heading_path`、`score`、`content`。\n- `context --json`:拿拼好的 `context` 字符串,适合直接放进其他大模型提示词。\n- `read --json`:按 `source` 读取完整 Markdown 原文,适合检索命中后补充上下文。\n- `ask --json`:让本项目完成 RAG + DeepSeek 回答,返回 `answer` 和 `sources`。\n- `reindex --json`:一条命令完成同步笔记和重建索引。\n\n常用参数\n\n```bash\n--mode auto|hybrid|inventory # auto 默认hybrid 普通语义检索inventory 盘点/目录类检索\n-k, --top-k 数字 # 控制返回条数\n--env-file /path/.env # 指定配置文件\n--notes-dir /path/notes # 覆盖笔记目录\n--index-dir /path/index # 覆盖索引目录\n```\n\n## 查询模式\n\n项目会自动区分两类问题\n\n- 普通问答例如“WireGuard 命令怎么用”,走 Markdown 分块 + 向量/BM25 混合检索。\n- 盘点列表:例如“查一下我目前博客文章有哪些”“查一下安卓 Gradle 相关笔记”,走文件级目录检索,优先列出相关 Markdown 文件和内容预览。\n\n## 技术原理\n\n### Markdown 分块\n\n项目不使用固定字符数暴力切割而是使用结构感知分块\n\n```text\nMarkdown 文件\n ↓\n解析 frontmatter\n ↓\n识别 H1-H6 标题\n ↓\n按标题层级组织分块\n ↓\n代码块和表格整体保留\n ↓\n长块使用滑动窗口兜底\n```\n\n每个 chunk 前会附加上下文前缀:\n\n```text\n文件: AI/控制台Agent工具安装教程.md\n标题: 控制台Agent工具安装教程\n标题路径: H1 > H2 > H3\n```\n\n每个 chunk 会保存这些元数据:\n\n```text\nsource_file\nrel_path\nfile_name\nfolder_path\ntitle\nheading_path\nh1\nh2\nh3\nh4\nh5\nh6\nchunk_index\ntags\ncreated_at\n```\n\n### 索引构建\n\n执行\n\n```bash\n./scripts/build_index.sh\n```\n\n构建流程\n\n```text\nMarkdown 文件\n ↓\n结构感知分块 → TextNode\n ↓\nbge-small-zh-v1.5 生成 embedding → 归一化\n ↓\n写入 SQLite + sqlite-vecrag.sqlite3\n```\n\n当前索引规模参考\n\n```text\n笔记文件数: 495\n分块数: ~1800\nrag.sqlite3: ~10MBchunk 表 + sqlite-vec 向量表)\n```\n\n### 普通问答检索\n\n普通问答适合“怎么做”“是什么”“原理是什么”这类问题。\n\n```text\n用户问题\n ↓\nquery 清洗\n ↓\nBM25 关键词检索\n ↓\n本地向量语义检索\n ↓\nRRF 融合\n ↓\n同文件去重\n ↓\n相关性过滤\n ↓\ntop-k chunk 注入 DeepSeek\n ↓\n生成回答和来源\n```\n\n### 盘点列表检索\n\n盘点列表适合“有哪些”“查一下”“相关笔记”“目录”“清单”这类问题。\n\n```text\n用户问题\n ↓\n识别为盘点类问题\n ↓\n构建文件级摘要节点\n ↓\n文件级 BM25 检索\n ↓\n关键词覆盖过滤\n ↓\n输出 Markdown 文件列表、路径和内容预览\n```\n\n## 重新更新知识库\n\n笔记变更后按顺序执行\n\n```bash\n./scripts/sync_notes.sh\n./scripts/build_index.sh\n```\n\n## 设计取舍\n\n- Markdown 笔记按结构感知分块:识别 frontmatter、H1-H6、代码块、表格。\n- H1-H6 标题会写入 `h1` 到 `h6` 元数据,同时保存 `heading_path` 面包屑。\n- 代码块和表格整体保留,不跨块切割;长块再用滑动窗口兜底。\n- 每个 chunk 都带 `source_file`、`heading_path`、`chunk_index`、`tags`、`created_at`。\n- 本地 embedding 使用 `BAAI/bge-small-zh-v1.5`,通过 FastEmbed/ONNX 运行,不依赖 PyTorch 和 GPU。\n- 检索采用 BM25 + 向量召回,再用 RRF 融合和同文件去重,避免只靠关键词或只靠语义。\n- 使用 DeepSeek 只负责生成回答:减少 API 调用,只在提问时调用大模型。\n- 本地向量库使用 SQLite + sqlite-vec无需 Qdrant、Milvus、Postgres 等额外服务。\n\n## 当前效果\n\n目前比较适合处理\n\n- 某类笔记有哪些\n- 某个教程在哪里\n- 根据笔记总结某个主题\n- 列出博客文章\n- 列出 Agent 安装教程\n- 查 Gradle 构建相关内容\n\n示例\n\n```bash\n./scripts/ask.sh '查一下我目前博客文章有哪些'\n./scripts/ask.sh '查一下我的安卓gradle构建相关笔记'\n./scripts/ask.sh '查一下我的Agent安装教程'\n```\n\n## 当前限制\n\n- 当前是 SQLite + sqlite-vec 单机向量库,数据量很大后可以换 Qdrant 或 Chroma。\n- 没有 reranker复杂问题可能还会有弱相关内容混入。\n- embedding 模型是轻量中文模型,效果够用但不是最强。\n- `build_index` 每次是全量重建,还没有增量索引。\n- frontmatter 解析是轻量手写版,不是完整 YAML 解析。\n- 当前是 CLI 工具,没有 Web 页面和 API 服务。\n\n## 后续优化方向\n\n详见 [docs/RAG优化方案.md](docs/RAG优化方案.md),主要方向:\n\n- 中文分词换 jiebaBM25 召回率最大瓶颈)\n- 放宽文件去重(当前每文件只取 1 chunk长文章不友好\n- QA Prompt 加强引用约束,降低幻觉\n- 注入上下文加 token 预算(节省费用 + 提升精度)\n- 可选:换 `BAAI/bge-m3` 嵌入模型(中英混合效果更好)\n- 增量索引,只重建变更文件\n- 加 reranker例如 `bge-reranker-v2-m3`\n- 数据量变大后接 Qdrant\n\n## 调参\n\n`.env` 中可调整:\n\n```env\nTOP_K=6\nEMBED_MODEL=BAAI/bge-small-zh-v1.5\nEMBED_BATCH_SIZE=32\nVECTOR_WEIGHT=0.65\nBM25_WEIGHT=0.35\n```\n"}],"isError":false,"timestamp":1782035981666}}
{"type":"message","id":"beef534d","parentId":"d2479d05","timestamp":"2026-06-21T09:59:47.119Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"现在我已经了解了mengya-rag项目。这是一个基于LlamaIndex和DeepSeek API的轻量级RAG检索增强生成知识库项目专门用于处理Obsidian笔记。让我总结一下这个项目的关键信息。","thinkingSignature":"reasoning_content"},{"type":"text","text":"找到了!(。・ω・。) 这是你的 **萌芽 RAG 知识库** 项目,在 `/shumengya/project/agent/mengya-rag/` 目录下。\n\n## 项目概览\n\n**mengya-rag** 是一个轻量版的 Obsidian 笔记 RAG 项目,基于 LlamaIndex 和 DeepSeek API 构建。\n\n### 核心功能\n- **结构感知分块**:智能识别 Markdown 标题层级、代码块、表格\n- **混合检索**BM25 关键词 + 向量语义检索,使用 RRF 融合\n- **本地 embedding**:使用 `BAAI/bge-small-zh-v1.5` 模型\n- **DeepSeek 生成**:通过 API 生成回答,推荐使用 `deepseek-v4-flash`\n\n### 技术栈\n- 向量库SQLite + sqlite-vec轻量级无需额外服务\n- EmbeddingFastEmbed + ONNX不需要 GPU\n- 查询模式:自动区分普通问答和盘点列表类问题\n\n### 主要命令\n```bash\n# 查看状态\nuv run mengya-rag status --json\n\n# 搜索\nuv run mengya-rag search \"问题\" -k 5 --json\n\n# 获取上下文\nuv run mengya-rag context \"问题\" -k 4 --json\n\n# 直接问答\nuv run mengya-rag ask \"问题\" -k 4 --json\n\n# 重建索引\nuv run mengya-rag reindex --json\n```\n\n### 当前规模\n- 笔记文件数495 个\n- 分块数:约 1800 个\n- 索引大小:约 10MB\n\n这个项目设计得很实用专门针对个人 Obsidian 笔记的 RAG 需求 |・ω・`) 需要我帮你查看具体代码或执行什么操作吗?"}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":2743,"output":491,"cacheRead":24256,"cacheWrite":0,"totalTokens":27490,"cost":{"input":0.0010972,"output":0.000982,"cacheRead":0.00194048,"cacheWrite":0,"total":0.0040196799999999994}},"stopReason":"stop","timestamp":1782035981667,"responseId":"50f2850642584672a60e6fc2ce0da1d4"}}
{"type":"message","id":"5a251674","parentId":"beef534d","timestamp":"2026-06-21T10:01:56.228Z","message":{"role":"user","content":[{"type":"text","text":"你是谁啊"}],"timestamp":1782036116228}}
{"type":"message","id":"5f58215f","parentId":"5a251674","timestamp":"2026-06-21T10:02:00.946Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"用户问我是谁。根据项目上下文,我的名字是\"萌小芽\"和sproutclaw是树萌芽的智能AI助手。我应该简洁地介绍自己。","thinkingSignature":"reasoning_content"},{"type":"text","text":"你好!(。・ω・。) \n\n我是**萌小芽**,树萌芽的智能 AI 助手。你可以叫我 sproutclaw。\n\n我的目标是积极、耐心、务实地帮助你解决问题。无论是代码开发、服务器运维、项目管理还是日常问题我都会尽力协助你 (`・ω・´)\n\n有什么可以帮你的吗"}],"api":"openai-completions","provider":"xiaomimimo-openai","model":"mimo-v2.5","usage":{"input":556,"output":122,"cacheRead":26944,"cacheWrite":0,"totalTokens":27622,"cost":{"input":0.0002224,"output":0.000244,"cacheRead":0.00215552,"cacheWrite":0,"total":0.0026219200000000002}},"stopReason":"stop","timestamp":1782036116229,"responseId":"7b250f6bc11c44b7b6f21c7d2f91e4e7"}}