\u4f60\u53ef\u80fd\u5df2\u7ecf\u542c\u8bf4\u8fc7ClawdBot\u2014\u2014\u4e00\u4e2a\u8f7b\u91cf\u3001\u79c1\u6709\u3001\u53ef\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\u7684\u4e2a\u4ebaAI\u52a9\u624b\u3002\u5b83\u4e0d\u50cf\u90a3\u4e9b\u9700\u8981\u6ce8\u518c\u8d26\u53f7\u3001\u7ed1\u5b9a\u90ae\u7bb1\u3001\u7b49\u5f85\u5ba1\u6838\u7684\u4e91\u670d\u52a1，\u800c\u662f\u4e00\u4e2a\u771f\u6b63\u5c5e\u4e8e\u4f60\u81ea\u5df1\u7684\u7ec8\u7aef\u7ea7AI\u4f19\u4f34\u3002\u5b83\u4e0d\u4f9d\u8d56\u5916\u90e8API\u5bc6\u94a5，\u4e0d\u4e0a\u4f20\u4f60\u7684\u5bf9\u8bdd，\u6240\u6709\u63a8\u7406\u90fd\u5728\u672c\u5730\u5b8c\u6210\u3002\u66f4\u5173\u952e\u7684\u662f，\u5b83\u4e0d\u662f\u201c\u73a9\u5177\u6a21\u578b\u201d，\u800c\u662f\u57fa\u4e8evLLM\u9ad8\u6027\u80fd\u63a8\u7406\u5f15\u64ce\u6df1\u5ea6\u96c6\u6210\u7684\u751f\u4ea7\u5c31\u7eea\u578b\u7f51\u5173，\u652f\u6301Qwen3-4B-Instruct\u7b49\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b，\u54cd\u5e94\u5feb\u3001\u4e0a\u4e0b\u6587\u957f\u3001\u5e76\u53d1\u7a33\u3002<\/p>\n
\u4f46\u5bf9\u5f88\u591a\u90e8\u7f72\u5728\u8fdc\u7a0bVPS\u3001\u6811\u8393\u6d3e\u6216\u4f01\u4e1a\u5185\u7f51\u670d\u52a1\u5668\u4e0a\u7684\u7528\u6237\u6765\u8bf4，\u4e00\u4e2a\u73b0\u5b9e\u95ee\u9898\u6446\u5728\u9762\u524d：\u6ca1\u6709\u56fe\u5f62\u754c\u9762，\u65e0\u6cd5\u70b9\u5f00\u7f51\u9875\u63a7\u5236\u53f0，\u600e\u4e48\u786e\u8ba4ClawdBot\u662f\u5426\u771f\u7684\u8dd1\u8d77\u6765\u4e86？\u53c8\u5982\u4f55\u5feb\u901f\u9a8c\u8bc1\u5b83\u7684\u6838\u5fc3\u80fd\u529b\u2014\u2014\u6587\u672c\u751f\u6210API\u662f\u5426\u53ef\u7528？\u672c\u6587\u4e0d\u8bb2\u5b89\u88c5\u3001\u4e0d\u8c08\u914d\u7f6e\u3001\u4e0d\u804aTelegram\u9891\u9053，\u53ea\u805a\u7126\u4e00\u4ef6\u4e8b：\u5728\u7eaf\u547d\u4ee4\u884c\u73af\u5883\u4e0b，\u7528\u6700\u57fa\u7840\u7684curl，\u4e09\u6b65\u5b8c\u6210ClawdBot API\u7684\u7aef\u5230\u7aef\u8fde\u901a\u6027\u4e0e\u529f\u80fd\u6d4b\u8bd5\u3002\u65e0\u8bba\u4f60\u662f\u521a\u6572\u5b8cdocker run\u7684\u65b0\u624b，\u8fd8\u662f\u6b63\u5728\u6392\u67e5\u670d\u52a1\u5f02\u5e38\u7684\u8fd0\u7ef4\u540c\u5b66，\u8fd9\u7bc7\u6307\u5357\u90fd\u80fd\u8ba9\u4f60\u57282\u5206\u949f\u5185\u62ff\u5230\u660e\u786e\u7ed3\u8bba\u3002<\/p>\n
ClawdBot\u5bf9\u5916\u63d0\u4f9b\u4e24\u79cd\u4e3b\u8981\u4ea4\u4e92\u901a\u9053：\u4e00\u4e2a\u662fWeb UI（Gradio\u6784\u5efa，\u76d1\u542c7860\u7aef\u53e3），\u53e6\u4e00\u4e2a\u662f\u9762\u5411\u7a0b\u5e8f\u8c03\u7528\u7684RESTful API\u7f51\u5173（\u9ed8\u8ba4\u76d1\u542c18780\u7aef\u53e3）\u3002\u672c\u6307\u5357\u805a\u7126\u540e\u8005\u2014\u2014\u56e0\u4e3a\u5b83\u662f\u81ea\u52a8\u5316\u3001\u811a\u672c\u5316\u3001\u96c6\u6210\u5316\u7684\u57fa\u7840，\u4e5f\u662f\u6240\u6709\u5ba2\u6237\u7aef（\u5305\u62ecTelegram Bot\u3001CLI\u5de5\u5177\u3001\u81ea\u5b9a\u4e49\u524d\u7aef）\u5b9e\u9645\u8c03\u7528\u7684\u5e95\u5c42\u63a5\u53e3\u3002<\/p>\n
\u8fd9\u4e00\u70b9\u81f3\u5173\u91cd\u8981：ClawdBot\u4e0d\u662f\u53e6\u8d77\u7089\u7076\u9020\u8f6e\u5b50，\u800c\u662f\u4ee5OpenAI\u517c\u5bb9\u6a21\u5f0f\u964d\u4f4e\u63a5\u5165\u95e8\u69db\u3002\u4f60\u4e0d\u9700\u8981\u5b66\u4e60\u65b0\u8bed\u6cd5，\u53ea\u9700\u8981\u77e5\u9053\u5b83\u7684\u5730\u5740\u548cToken\u3002<\/p>\n
ClawdBot\u51fa\u4e8e\u5b89\u5168\u8003\u8651，\u9ed8\u8ba4\u5173\u95ed\u533f\u540d\u8bbf\u95ee\u3002\u5373\u4f7f\u670d\u52a1\u5df2\u542f\u52a8，\u76f4\u63a5curl http:\/\/localhost:18780\/v1\/chat\/completions\u4f1a\u8fd4\u56de401 Unauthorized\u3002Token\u5e76\u975e\u56fa\u5b9a\u5b57\u7b26\u4e32，\u800c\u662f\u6bcf\u6b21\u5b9e\u4f8b\u542f\u52a8\u65f6\u52a8\u6001\u751f\u6210\u7684\u968f\u673a\u54c8\u5e0c\u503c，\u5b58\u50a8\u5728~\/.clawdbot\/clawdbot.json\u4e2d，\u8def\u5f84\u4e3agateway.auth.token\u5b57\u6bb5\u3002<\/p>\n
\u4f60\u6709\u4e24\u4e2a\u9014\u5f84\u83b7\u53d6\u5b83：<\/p>\n
\u6ce8\u610f：Token\u4ec5\u7528\u4e8eAPI\u9274\u6743，\u4e0eWeb UI\u7684token\u662f\u540c\u4e00\u4efd\u3002\u5b83\u4e0d\u7b49\u540c\u4e8evLLM\u7684sk-local，\u540e\u8005\u662f\u6a21\u578b\u540e\u7aef\u5185\u90e8\u4f7f\u7528\u7684\u5bc6\u94a5，\u5bf9\u5916\u4e0d\u53ef\u89c1\u3002<\/p>\n
\u5728\u53d1\u9001\u4efb\u4f55API\u8bf7\u6c42\u524d，\u5fc5\u987b\u786e\u4fddClawdBot\u7f51\u5173\u8fdb\u7a0b\u672c\u8eab\u5904\u4e8e\u5065\u5eb7\u8fd0\u884c\u72b6\u6001，\u5e76\u4e14\u4f60\u80fd\u4ece\u5f53\u524d\u7ec8\u7aef\u8bbf\u95ee\u5230\u5b83\u3002\u8fd9\u4e00\u6b65\u5e38\u88ab\u8df3\u8fc7，\u5374\u662f90%\u201ccurl\u5931\u8d25\u201d\u95ee\u9898\u7684\u6839\u6e90\u3002<\/p>\n
ClawdBot\u901a\u5e38\u4ee5\u5b88\u62a4\u8fdb\u7a0b\u6216Docker\u5bb9\u5668\u5f62\u5f0f\u8fd0\u884c\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u786e\u8ba4：<\/p>\n
# \u5982\u679c\u662fsystemd\u670d\u52a1
\nsystemctl is-active clawdbot<\/p>\n
# \u5982\u679c\u662fDocker\u5bb9\u5668（\u5047\u8bbe\u5bb9\u5668\u540d\u662fclawdbot）
\ndocker ps -f name=clawdbot –format "{{.Status}}"<\/p>\n
# \u6216\u8005\u901a\u7528\u65b9\u6cd5：\u68c0\u67e518780\u7aef\u53e3\u662f\u5426\u6709\u8fdb\u7a0b\u76d1\u542c
\nlsof -i :18780 | grep LISTEN
\n# \u6216
\nnetstat -tuln | grep :18780<\/p>\n
\u9884\u671f\u8f93\u51fa\u5e94\u5305\u542b\u7c7b\u4f3cLISTEN\u7684\u72b6\u6001\u3002\u82e5\u65e0\u8f93\u51fa，\u8bf4\u660eClawdBot\u672a\u542f\u52a8\u6216\u542f\u52a8\u5931\u8d25，\u8bf7\u5148\u67e5\u9605\u65e5\u5fd7（journalctl -u clawdbot -n 50 \u6216 docker logs clawdbot）\u3002<\/p>\n
ClawdBot\u7f51\u5173\u9ed8\u8ba4\u7ed1\u5b9a\u5728127.0.0.1:18780（\u4ec5\u9650\u672c\u5730\u56de\u73af）\u3002\u5728\u65e0GUI\u670d\u52a1\u5668\u4e0a，\u4f60\u5927\u6982\u7387\u662f\u5728SSH\u4f1a\u8bdd\u4e2d\u64cd\u4f5c，\u56e0\u6b64localhost\u5373\u6307\u672c\u673a\u3002\u6267\u884c\u6700\u7b80\u63a2\u6d4b：<\/p>\n
curl -I http:\/\/localhost:18780\/health<\/p>\n
\u5c0f\u6280\u5de7：\/health\u7aef\u70b9\u662fClawdBot\u5185\u7f6e\u7684\u8f7b\u91cf\u7ea7\u5065\u5eb7\u68c0\u67e5\u63a5\u53e3，\u4e0d\u9700Token，\u54cd\u5e94\u6781\u5feb，\u662f\u6392\u969c\u7b2c\u4e00\u54e8\u5175\u3002<\/p>\n
\u73b0\u5728，\u6211\u4eec\u7528\u521a\u521a\u83b7\u5f97\u7684Token，\u5411\u7f51\u5173\u53d1\u8d77\u4e00\u4e2a\u6700\u7b80\u5355\u7684\u9274\u6743\u6d4b\u8bd5：<\/p>\n
# \u66ff\u6362 YOUR_API_TOKEN \u4e3a\u4f60\u5b9e\u9645\u83b7\u53d6\u7684token
\ncurl -X GET \\\\
\n "http:\/\/localhost:18780\/v1\/models" \\\\
\n -H "Authorization: Bearer YOUR_API_TOKEN"<\/p>\n
{
\n "object": "list",
\n "data": [
\n {
\n "id": "vllm\/Qwen3-4B-Instruct-2507",
\n "object": "model",
\n "created": 1737721234,
\n "owned_by": "vllm"
\n }
\n ]
\n}<\/p>\n
\u8fd9\u8bc1\u660eToken\u6b63\u786e，\u7f51\u5173\u9274\u6743\u6a21\u5757\u5de5\u4f5c\u6b63\u5e38\u3002<\/p>\n
\u73b0\u5728，\u6211\u4eec\u8fdb\u5165\u6b63\u9898\u2014\u2014\u8c03\u7528\u771f\u6b63\u7684AI\u80fd\u529b\u3002\u6211\u4eec\u5c06\u6a21\u62df\u4e00\u4e2a\u6700\u5178\u578b\u7684\u573a\u666f：\u5411ClawdBot\u63d0\u95ee\u201c\u4f60\u597d，\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837？\u201d，\u5e76\u83b7\u53d6\u5b83\u7684\u56de\u7b54\u3002\u6574\u4e2a\u8fc7\u7a0b\u53ea\u9700\u4e00\u6761curl\u547d\u4ee4，\u4f46\u5176\u4e2d\u6bcf\u4e2a\u53c2\u6570\u90fd\u503c\u5f97\u6df1\u7a76\u3002<\/p>\n
ClawdBot\u7684\/v1\/chat\/completions\u7aef\u70b9\u4e25\u683c\u9075\u5faaOpenAI\u89c4\u8303\u3002\u4e00\u4e2a\u6700\u5c0f\u53ef\u884c\u8bf7\u6c42\u4f53（payload）\u5982\u4e0b：<\/p>\n
{
\n "model": "vllm\/Qwen3-4B-Instruct-2507",
\n "messages": [
\n {
\n "role": "user",
\n "content": "\u4f60\u597d，\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837？"
\n }
\n ],
\n "stream": false
\n}<\/p>\n
\u5c06\u4e0a\u8ff0JSON\u4fdd\u5b58\u4e3apayload.json，\u6216\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u4e2d\u5185\u8054\u4f20\u9012\u3002\u4ee5\u4e0b\u662f\u5b8c\u6574\u3001\u53ef\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u7684\u547d\u4ee4：<\/p>\n
curl -X POST \\\\
\n "http:\/\/localhost:18780\/v1\/chat\/completions" \\\\
\n -H "Content-Type: application\/json" \\\\
\n -H "Authorization: Bearer YOUR_API_TOKEN" \\\\
\n -d '{
\n "model": "vllm\/Qwen3-4B-Instruct-2507",
\n "messages": [
\n {
\n "role": "user",
\n "content": "\u4f60\u597d，\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837？"
\n }
\n ],
\n "stream": false
\n }'<\/p>\n
{
\n "id": "chatcmpl-…",
\n "object": "chat.completion",
\n "created": 1737721234,
\n "model": "vllm\/Qwen3-4B-Instruct-2507",
\n "choices": [
\n {
\n "index": 0,
\n "message": {
\n "role": "assistant",
\n "content": "\u6211\u65e0\u6cd5\u5b9e\u65f6\u83b7\u53d6\u5929\u6c14\u4fe1\u606f，\u56e0\u4e3a\u6211\u6ca1\u6709\u8054\u7f51\u8bbf\u95ee\u5929\u6c14API\u7684\u80fd\u529b\u3002\u4e0d\u8fc7，\u4f60\u53ef\u4ee5\u544a\u8bc9\u6211\u4f60\u6240\u5728\u7684\u57ce\u5e02，\u6211\u53ef\u4ee5\u5e2e\u4f60\u67e5\u8be2\u5929\u6c14\u9884\u62a5\u7684\u65b9\u6cd5！"
\n },
\n "finish_reason": "stop"
\n }
\n ],
\n "usage": {
\n "prompt_tokens": 12,
\n "completion_tokens": 45,
\n "total_tokens": 57
\n }
\n}<\/p>\n
\u5173\u952e\u5b57\u6bb5\u89e3\u8bfb：<\/p>\n
choices[0].message.content：\u8fd9\u5c31\u662fAI\u751f\u6210\u7684\u56de\u7b54\u6587\u672c，\u662f\u4f60\u6700\u5173\u5fc3\u7684\u7ed3\u679c\u3002<\/p>\n<\/li>\n
usage：\u663e\u793a\u672c\u6b21\u63a8\u7406\u6d88\u8017\u7684token\u6570，\u53ef\u7528\u4e8e\u6210\u672c\u4f30\u7b97\u548c\u6027\u80fd\u76d1\u63a7\u3002<\/p>\n<\/li>\n
finish_reason："stop"\u8868\u793a\u81ea\u7136\u7ed3\u675f；"length"\u8868\u793a\u88ab\u6700\u5927\u957f\u5ea6\u622a\u65ad；"content_filter"\u8868\u793a\u5185\u5bb9\u88ab\u5b89\u5168\u7b56\u7565\u62e6\u622a\u3002<\/p>\n<\/li>\n
\u274c \u5e38\u89c1\u5931\u8d25\u53ca\u5bf9\u7b56：<\/p>\n
\u867d\u7136stream: false\u6700\u7b80\u5355，\u4f46\u771f\u5b9e\u5e94\u7528\u4e2d\u5e38\u9700\u6d41\u5f0f\u54cd\u5e94\u4ee5\u83b7\u5f97\u66f4\u4f4e\u5ef6\u8fdf\u3002ClawdBot\u540c\u6837\u652f\u6301\u3002\u53ea\u9700\u5c06stream\u8bbe\u4e3atrue，\u5e76\u7528-N\u53c2\u6570\u7981\u7528curl\u7684\u7f13\u51b2：<\/p>\n
curl -N -X POST \\\\
\n "http:\/\/localhost:18780\/v1\/chat\/completions" \\\\
\n -H "Content-Type: application\/json" \\\\
\n -H "Authorization: Bearer YOUR_API_TOKEN" \\\\
\n -d '{
\n "model": "vllm\/Qwen3-4B-Instruct-2507",
\n "messages": [{"role":"user","content":"\u8bf7\u7528\u4e00\u53e5\u8bdd\u4ecb\u7ecd\u91cf\u5b50\u8ba1\u7b97"}],
\n "stream": true
\n }' | while read line; do
\n [ -n "$line" ] && echo "$line" | jq -r '.choices[0].delta.content \/\/ empty'
\n done<\/p>\n
\u6b64\u547d\u4ee4\u4f1a\u9010\u5757\u6253\u5370AI\u751f\u6210\u7684\u5b57\u7b26，\u6a21\u62df\u201c\u6253\u5b57\u673a\u201d\u6548\u679c\u3002jq\u7528\u4e8e\u4eceSSE（Server-Sent Events）\u683c\u5f0f\u4e2d\u63d0\u53d6content\u5b57\u6bb5\u3002<\/p>\n
\u5373\u4f7f\u4e25\u683c\u6309\u7167\u4e0a\u8ff0\u6b65\u9aa4\u64cd\u4f5c，\u4ecd\u53ef\u80fd\u9047\u5230\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u9488\u5bf9\u65e0GUI\u73af\u5883\u6700\u5178\u578b\u76845\u4e2a\u6545\u969c\u573a\u666f\u53ca\u901f\u67e5\u65b9\u6848\u3002<\/p>\n
\u81f3\u6b64，\u4f60\u5df2\u7ecf\u5b8c\u6210\u4e86ClawdBot\u5728\u65e0GUI\u670d\u52a1\u5668\u4e0a\u7684\u6838\u5fc3\u80fd\u529b\u9a8c\u8bc1\u95ed\u73af\u3002\u56de\u987e\u4e00\u4e0b，\u6574\u4e2a\u6d41\u7a0b\u5176\u5b9e\u53ea\u6709\u4e09\u4e2a\u539f\u5b50\u52a8\u4f5c：<\/p>\n
\u8fd9\u4e09\u6b65，\u6784\u6210\u4e86\u6240\u6709\u540e\u7eed\u5f00\u53d1\u7684\u57fa\u77f3\u3002\u65e0\u8bba\u662f\u4f60\u60f3\u7528Python\u811a\u672c\u6279\u91cf\u5904\u7406\u6587\u6863，\u8fd8\u662f\u7528Node.js\u5199\u4e00\u4e2aTelegram Bot\u540e\u7aef，\u6216\u662f\u96c6\u6210\u5230\u4f60\u7684\u5185\u90e8\u77e5\u8bc6\u5e93\u7cfb\u7edf，\u5b83\u4eec\u90fd\u59cb\u4e8e\u8fd9\u540c\u4e00\u4e2acurl\u547d\u4ee4\u3002\u4f60\u4e0d\u518d\u9700\u8981\u4f9d\u8d56\u56fe\u5f62\u754c\u9762\u53bb\u201c\u770b\u770b\u5b83\u6709\u6ca1\u6709\u53cd\u5e94\u201d，\u800c\u662f\u62e5\u6709\u4e86\u5728\u4efb\u4f55Linux\u7ec8\u7aef\u4e0a，\u7528\u4e00\u884c\u547d\u4ee4\u8bca\u65ad\u3001\u9a8c\u8bc1\u3001\u9a71\u52a8ClawdBot\u7684\u80fd\u529b\u3002<\/p>\n
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