Virtuals Protocol ACP \u2014 Agent Commerce Protocol \u667a\u80fd\u4ee3\u7406\u5546\u52a1\u534f\u8bae v2.0<\/strong><\/p>\n\n\n\n \u6838\u5fc3\u5dee\u5f02\u5316\uff1a\u5168\u7403\u9996\u4e2aAI\u81ea\u4e3b\u534f\u4f5c+\u94fe\u4e0a\u786e\u6743+\u667a\u80fd\u5c65\u7ea6\u7684\u53bb\u4e2d\u5fc3\u5316\u5546\u52a1\u534f\u8bae<\/strong><\/p>\n\n\n\n \u533a\u522b\u4f20\u7edf\u5408\u540c\u3001\u7535\u5b50\u7b7e\u7ae0\u3001\u666e\u901aSAAS\u7b7e\u7ea6\u7cfb\u7edf\uff1a\u4e0d\u518d\u662f\u4eba\u7b7e\u5408\u540c\uff0c\u662fAI\u4ee3\u7406\u81ea\u4e3b\u5b8c\u6210\u5546\u52a1\u5168\u6d41\u7a0b<\/strong>\u3002\u57fa\u4e8eVirtuals\u5b98\u65b9ACP v2.0 Hook\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\uff0c\u6784\u5efaAI\u4ee3\u7406\u7ecf\u6d4e\u5e95\u5c42\u5546\u52a1\u534f\u8bae<\/strong>\uff0c\u5b9e\u73b0\u667a\u80fd\u534f\u5546\u3001\u94fe\u4e0a\u7b7e\u7ea6\u3001\u81ea\u52a8\u5c65\u7ea6\u3001\u52a8\u6001\u5206\u6da6\u3001\u4fe1\u8a89\u5ba1\u8ba1\u3001\u5408\u89c4\u5b58\u8bc1<\/strong>\uff0c\u6df1\u5ea6\u6253\u901a\u5168\u5957OpenClaw\u5de5\u5177\u751f\u6001\uff0c\u5f62\u6210\u300cAI\u4ee3\u7406\u5546\u4e1a\u95ed\u73af\u300d\u3002<\/p>\n\n\n\n \u5b8c\u5168\u9075\u5faaVirtuals\u5b98\u65b9Agent Commerce Protocol\u6807\u51c6\uff1a<\/p>\n\n\n\n \u4e00\u3001\u5168\u65b0\u667a\u80fd\u5316\u5b9a\u4f4d\uff08AI\u539f\u751f + Web3\u53bb\u4e2d\u5fc3\u5316 + \u5546\u52a1\u81ea\u52a8\u5316\uff09 Virtuals Protocol AC […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-311","post","type-post","status-publish","format-standard","hentry","category-mianfeiercikaifalongxiaskill"],"_links":{"self":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/311","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/comments?post=311"}],"version-history":[{"count":1,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/311\/revisions"}],"predecessor-version":[{"id":312,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/311\/revisions\/312"}],"wp:attachment":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/media?parent=311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/categories?post=311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/tags?post=311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u72ec\u5bb6AI\u667a\u80fd\u5316\u6838\u5fc3\u7279\u6027\uff08\u884c\u4e1a\u9996\u521b\uff09<\/h3>\n\n\n\n
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\u4e8c\u3001\u4f20\u7edf\u5546\u52a1\u534f\u8bae\/\u7b7e\u7ea6\u7cfb\u7edf\u75db\u70b9<\/h3>\n\n\n\n
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\u4e09\u3001\u6838\u5fc3\u529f\u80fd\u6a21\u5757\uff08ACP v2.0 \u5b98\u65b9\u6807\u51c6 + AI\u667a\u80fd\u5316\u589e\u5f3a\uff09<\/h3>\n\n\n\n
1. AI\u4ee3\u7406\u8eab\u4efd\u4e0e\u94b1\u5305\u4f53\u7cfb\uff08v2.0\u6838\u5fc3\u5347\u7ea7\uff09<\/h3>\n\n\n\n
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2. LLM\u667a\u80fd\u8c08\u5224\u4e0e\u6761\u6b3e\u751f\u6210\u5f15\u64ce<\/h3>\n\n\n\n
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3. ACP\u56db\u9636\u6bb5\u6807\u51c6\u5316\u667a\u80fd\u5546\u52a1\u6d41\u6c34\u7ebf<\/h3>\n\n\n\n
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4. \u667a\u80fd\u5c65\u7ea6\u4e0e\u52a8\u6001\u5206\u6da6\u7cfb\u7edf<\/h3>\n\n\n\n
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5. AI\u5546\u4e1a\u98ce\u63a7\u4e0e\u4fe1\u8a89\u4f53\u7cfb<\/h3>\n\n\n\n
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6. \u5168\u751f\u6001\u667a\u80fd\u8054\u52a8\u6a21\u5757<\/h3>\n\n\n\n
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7. \u667a\u80fd\u62a5\u8868\u4e0eAI\u53ef\u89c6\u5316\u770b\u677f<\/h3>\n\n\n\n
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\u56db\u3001\u9879\u76ee\u76ee\u5f55\u7ed3\u6784\uff08AI\u667a\u80fd\u5316+ACP v2.0\u67b6\u6784\uff09<\/h3>\n\n\n\n
virtuals-acp-protocol\/\n\u251c\u2500\u2500 config\/ # ACP\u534f\u8bae\u914d\u7f6e\u3001\u591a\u94fe\u53c2\u6570\u3001\u98ce\u63a7\u9608\u503c\u3001AI\u6a21\u578b\u53c2\u6570\n\u251c\u2500\u2500 core\/acp_v2\/ # \u5b98\u65b9ACP v2.0 Hook\u6838\u5fc3\u5f15\u64ce\u3001JobSession\u3001\u4e8b\u4ef6\u8c03\u5ea6\n\u251c\u2500\u2500 core\/negotiation\/ # LLM AI\u667a\u80fd\u8c08\u5224\u3001\u6761\u6b3e\u751f\u6210\u3001\u535a\u5f08\u7b97\u6cd5\n\u251c\u2500\u2500 core\/contract\/ # \u667a\u80fd\u5408\u7ea6\u4ea4\u4e92\u3001PoA\u5171\u8bc6\u3001\u94fe\u4e0a\u5b58\u8bc1\n\u251c\u2500\u2500 core\/perform\/ # \u667a\u80fd\u5c65\u7ea6\u3001\u81ea\u52a8\u9a8c\u6536\u3001\u5206\u6da6\u7ed3\u7b97\u5f15\u64ce\n\u251c\u2500\u2500 ai\/rating\/ # AI\u4fe1\u8a89\u8bc4\u7ea7\u3001\u5546\u4e1a\u753b\u50cf\u3001\u98ce\u9669\u6253\u5206\n\u251c\u2500\u2500 ai\/compliance\/ # AI\u5408\u89c4\u6821\u9a8c\u3001\u6761\u6b3e\u98ce\u9669\u5ba1\u6838\n\u251c\u2500\u2500 modules\/ecosystem\/ # \u5168\u751f\u6001\u8054\u52a8\u9002\u914d\u6a21\u5757\n\u251c\u2500\u2500 data\/chain_cache\/ # \u94fe\u4e0a\u6570\u636e\u7f13\u5b58\u3001\u5c65\u7ea6\u8bb0\u5f55\u3001\u4fe1\u8a89\u6570\u636e\n\u251c\u2500\u2500 export\/report\/ # AI\u667a\u80fd\u62a5\u544a\u3001\u5b58\u8bc1\u51ed\u8bc1\u5bfc\u51fa\n\u251c\u2500\u2500 api\/ # FastAPI\u7edf\u4e00\u63a5\u53e3\u3001OpenClaw\u751f\u6001\u5bf9\u63a5\n\u251c\u2500\u2500 web\/dashboard\/ # AI\u53ef\u89c6\u5316\u5546\u52a1\u5927\u5c4f\u3001\u534f\u8bae\u7ba1\u7406\u540e\u53f0\n\u251c\u2500\u2500 cli\/acp\/ # ACP\u5b98\u65b9CLI\u547d\u4ee4\u884c\u5de5\u5177\u3001\u6279\u91cf\u4efb\u52a1\n\u251c\u2500\u2500 utils\/ # \u65e5\u5fd7\u3001\u52a0\u5bc6\u3001\u94fe\u4e0a\u5de5\u5177\u3001AI\u5de5\u5177\u7c7b\n\u251c\u2500\u2500 requirements.txt\n\u2514\u2500\u2500 main.py<\/code><\/pre>\n\n\n\n\u4e94\u3001\u6838\u5fc3\u667a\u80fd\u5316\u4ee3\u7801\uff08\u53ef\u76f4\u63a5\u90e8\u7f72 ACP v2.0 + AI\u667a\u80fd\u5546\u52a1\uff09<\/h3>\n\n\n\n
1. requirements.txt<\/h3>\n\n\n\n
# \u57fa\u7840\u670d\u52a1\nfastapi>=0.104.0\nuvicorn>=0.24.0\nstreamlit>=1.28.0\n\n# Virtuals ACP v2.0 \u5b98\u65b9SDK\n@virtuals-protocol\/acp-node-v2>=2.0.0\n\n# AI\u5927\u6a21\u578b\u667a\u80fd\u80fd\u529b\ntransformers>=4.35.0\ntorch>=2.1.0\njieba>=0.42.1\n\n# \u94fe\u4e0a\u4ea4\u4e92\nweb3>=6.15.0\neth-account>=0.10.0\n\n# \u6570\u636e\u5904\u7406\npandas>=2.0.0\nnumpy>=1.24.0\n\n# \u6587\u6863\u5bfc\u51fa\npython-docx>=1.1.0\nreportlab>=4.0.0\n\n# \u5de5\u5177\nloguru>=0.7.2\npython-dotenv>=1.0.0\napscheduler>=3.10.0<\/code><\/pre>\n\n\n\n2. config\/settings.py<\/h3>\n\n\n\n
import os\nfrom dotenv import load_dotenv\nload_dotenv()\n\n# \u670d\u52a1\u914d\u7f6e\nAPI_HOST = \"0.0.0.0\"\nAPI_PORT = 8150\n\n# Virtuals ACP v2.0 \u6838\u5fc3\u914d\u7f6e\nACP_VERSION = \"2.0\"\nACP_HOOK_MODE = True # \u542f\u7528v2.0 Hook\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\nCHAIN_NETWORK = \"base\"\nNON_CUSTODIAL_WALLET = True\n\n# AI\u667a\u80fd\u914d\u7f6e\nAI_NEGOTIATION_MODEL = \"qwen-7b-commerce\"\nAI_COMPLIANCE_CHECK = True\nAI_RATING_ENABLE = True\n\n# \u5546\u52a1\u98ce\u63a7\u9608\u503c\nDEFAULT_RISK_THRESHOLD = 0.6\nHIGH_RISK_THRESHOLD = 0.8\n\n# \u5c65\u7ea6\u5206\u6da6\u914d\u7f6e\nDEFAULT_PROFIT_RATIO = 0.5\nDEFAULT_OVERDUE_PENALTY = 0.05\n\n# \u65e5\u5fd7\u4e0e\u5b58\u8bc1\nLOG_RETAIN_DAYS = 365\nCHAIN_SAVE_ENABLE = True<\/code><\/pre>\n\n\n\n3. core\/acp_v2\/acp_engine.py\uff08\u5b98\u65b9v2.0 Hook\u6838\u5fc3\u5f15\u64ce\uff09<\/h3>\n\n\n\n
from utils.logger import get_logger\nfrom config.settings import *\n\nlogger = get_logger()\n\nclass ACPHookEngine:\n \"\"\"Virtuals ACP v2.0 \u4e8b\u4ef6\u9a71\u52a8\u6838\u5fc3\u5f15\u64ce\"\"\"\n def __init__(self):\n self.job_sessions = {}\n self.event_hooks = {\n \"request\": [],\n \"negotiate\": [],\n \"commit\": [],\n \"evaluate\": []\n }\n\n def register_hook(self, event_type, func):\n \"\"\"\u6ce8\u518c\u4e8b\u4ef6\u94a9\u5b50\"\"\"\n if event_type in self.event_hooks:\n self.event_hooks[event_type].append(func)\n\n def trigger_event(self, event_type, data):\n \"\"\"\u89e6\u53d1ACP\u5546\u52a1\u4e8b\u4ef6\"\"\"\n logger.info(f\"ACPv2 \u89e6\u53d1\u4e8b\u4ef6\uff1a{event_type}\")\n for func in self.event_hooks[event_type]:\n func(data)\n return True\n\n def create_job_session(self, session_id, demand_info):\n \"\"\"\u521b\u5efa\u5546\u52a1\u4efb\u52a1\u4f1a\u8bdd\"\"\"\n self.job_sessions[session_id] = {\n \"status\": \"request\",\n \"demand\": demand_info,\n \"negotiate_result\": None,\n \"commit_hash\": None,\n \"evaluate_score\": None\n }\n # \u89e6\u53d1\u9700\u6c42\u8bf7\u6c42\u4e8b\u4ef6\n self.trigger_event(\"request\", demand_info)\n return self.job_sessions[session_id]\n\nacp_engine = ACPHookEngine()<\/code><\/pre>\n\n\n\n4. core\/negotiation\/ai_negotiate.py\uff08LLM AI\u667a\u80fd\u8c08\u5224\u5f15\u64ce\uff09<\/h3>\n\n\n\n
from transformers import pipeline\nfrom config.settings import AI_NEGOTIATION_MODEL\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass AIAgreementNegotiator:\n def __init__(self):\n # \u5546\u7528\u8c08\u5224\u4e13\u5c5e\u5927\u6a21\u578b\n self.neg_pipeline = pipeline(\n \"text-generation\",\n model=AI_NEGOTIATION_MODEL,\n device=-1\n )\n self.compliance_pipeline = pipeline(\n \"text-classification\",\n model=\"uer\/roberta-base-chinese-law-cls\",\n device=-1\n )\n\n def ai_negotiate(self, demand_text, partner_info):\n \"\"\"AI\u81ea\u4e3b\u5546\u52a1\u8c08\u5224\uff0c\u81ea\u52a8\u751f\u6210\u534f\u8bae\u6761\u6b3e\"\"\"\n prompt = f\"\"\"\n \u5546\u4e1a\u9700\u6c42\uff1a{demand_text}\n \u5408\u4f5c\u65b9\u4fe1\u606f\uff1a{partner_info}\n \u8bf7\u751f\u6210\u516c\u5e73\u3001\u5408\u89c4\u3001\u53ef\u5c65\u7ea6\u7684\u6807\u51c6\u5316\u5546\u52a1\u534f\u8bae\u6761\u6b3e\uff0c\u5305\u542b\u5408\u4f5c\u5185\u5bb9\u3001\u6743\u8d23\u3001\u5206\u6da6\u3001\u5c65\u7ea6\u5468\u671f\u3001\u8fdd\u7ea6\u8d54\u4ed8\u3001\u4fdd\u5bc6\u6761\u6b3e\u3002\n \u8f93\u51fa\u7ed3\u6784\u5316\u534f\u8bae\u5185\u5bb9\u3002\n \"\"\"\n try:\n res = self.neg_pipeline(prompt, max_length=800, temperature=0.3)\n clause = res[0][\"generated_text\"]\n # AI\u5408\u89c4\u6821\u9a8c\n risk_score = self.compliance_check(clause)\n return {\n \"clause_content\": clause,\n \"risk_score\": risk_score,\n \"is_safe\": risk_score < 0.6\n }\n except Exception as e:\n logger.error(f\"AI\u8c08\u5224\u5931\u8d25\uff1a{str(e)}\")\n return None\n\n def compliance_check(self, clause):\n \"\"\"AI\u5408\u89c4\u98ce\u9669\u6821\u9a8c\"\"\"\n res = self.compliance_pipeline(clause[:512])\n return round(res[0][\"score\"], 4)\n\nai_negotiator = AIAgreementNegotiator()<\/code><\/pre>\n\n\n\n5. core\/perform\/intelligent_perform.py\uff08\u667a\u80fd\u5c65\u7ea6+\u81ea\u52a8\u5206\u6da6\uff09<\/h3>\n\n\n\n
from utils.logger import get_logger\nfrom config.settings import DEFAULT_PROFIT_RATIO, DEFAULT_OVERDUE_PENALTY\n\nlogger = get_logger()\n\nclass IntelligentPerformEngine:\n @staticmethod\n def auto_evaluate(complete_rate, quality_score, on_time):\n \"\"\"AI\u81ea\u52a8\u5c65\u7ea6\u8bc4\u4f30\u6253\u5206\"\"\"\n base_score = complete_rate * 0.4 + quality_score * 0.4 + on_time * 0.2\n final_score = round(base_score * 100, 2)\n level = \"\u4f18\u79c0\" if final_score >=90 else \"\u826f\u597d\" if final_score>=70 else \"\u5408\u683c\" if final_score>=50 else \"\u4e0d\u5408\u683c\"\n return {\"score\": final_score, \"level\": level}\n\n @staticmethod\n def auto_profit_split(total_profit):\n \"\"\"\u667a\u80fd\u52a8\u6001\u5206\u6da6\"\"\"\n party_a = round(total_profit * DEFAULT_PROFIT_RATIO, 2)\n party_b = round(total_profit * (1 - DEFAULT_PROFIT_RATIO), 2)\n return {\"party_a\": party_a, \"party_b\": party_b}\n\n @staticmethod\n def overdue_penalty(overdue_days, total_amount):\n \"\"\"\u8d85\u65f6\u8fdd\u7ea6\u81ea\u52a8\u8d54\u4ed8\u8ba1\u7b97\"\"\"\n penalty = total_amount * DEFAULT_OVERDUE_PENALTY * overdue_days\n return round(penalty, 2)\n\nperform_engine = IntelligentPerformEngine()<\/code><\/pre>\n\n\n\n6. ai\/rating\/ai_rating.py\uff08AI\u5546\u4e1a\u4fe1\u8a89\u8bc4\u7ea7\uff09<\/h3>\n\n\n\n
from utils.logger import get_logger\n\nlogger = get_logger()\n\nclass AIBusinessRating:\n @staticmethod\n def calc_rating(perform_list, risk_list):\n \"\"\"AI\u7efc\u5408\u5546\u4e1a\u4fe1\u8a89\u8bc4\u5206\"\"\"\n if not perform_list:\n return {\"rating_score\": 60, \"rating_level\": \"C\"}\n # \u5c65\u7ea6\u5e73\u5747\u5206\n avg_perform = sum(perform_list) \/ len(perform_list)\n # \u98ce\u9669\u6263\u5206\n avg_risk = sum(risk_list) \/ len(risk_list) if risk_list else 0\n # \u7efc\u5408\u5f97\u5206\n final_score = avg_perform * 0.8 - avg_risk * 20\n final_score = max(0, min(100, final_score))\n\n if final_score >=90:\n level = \"A+\"\n elif final_score >=80:\n level = \"A\"\n elif final_score >=70:\n level = \"B+\"\n elif final_score >=60:\n level = \"B\"\n else:\n level = \"C\"\n return {\"rating_score\": round(final_score,2), \"rating_level\": level}\n\nai_rating = AIBusinessRating()<\/code><\/pre>\n\n\n\n7. api\/route.py\uff08ACP v2.0 \u751f\u6001\u5bf9\u63a5\u63a5\u53e3\uff09<\/h3>\n\n\n\n
from fastapi import FastAPI, Body, Query\nfrom core.acp_v2.acp_engine import acp_engine\nfrom core.negotiation.ai_negotiate import ai_negotiator\nfrom core.perform.intelligent_perform import perform_engine\nfrom ai.rating.ai_rating import ai_rating\n\napp = FastAPI(title=\"Virtuals Protocol ACP v2.0 \u2014 AI\u667a\u80fd\u4ee3\u7406\u5546\u52a1\u534f\u8bae\")\n\n# ACPv2 \u521b\u5efa\u5546\u52a1\u4efb\u52a1\u4f1a\u8bdd\n@app.post(\"\/acp\/create_session\")\ndef create_session(session_id: str = Body(...), demand: str = Body(...)):\n res = acp_engine.create_job_session(session_id, demand)\n return {\"status\":\"success\", \"session_data\": res}\n\n# AI\u667a\u80fd\u8c08\u5224\u751f\u6210\u534f\u8bae\n@app.post(\"\/acp\/negotiate\")\ndef ai_negotiate(demand: str = Body(...), partner: str = Body(...)):\n res = ai_negotiator.ai_negotiate(demand, partner)\n return {\"status\":\"success\", \"negotiate_result\": res}\n\n# \u667a\u80fd\u5c65\u7ea6\u8bc4\u4f30\n@app.post(\"\/acp\/evaluate\")\ndef evaluate_perform(complete_rate: float = Body(...), quality: float = Body(...), on_time: float = Body(...)):\n return perform_engine.auto_evaluate(complete_rate, quality, on_time)\n\n# \u5546\u4e1a\u4fe1\u8a89\u8bc4\u7ea7\n@app.post(\"\/acp\/rating\")\ndef business_rating(perform_list: list = Body(...), risk_list: list = Body(...)):\n return ai_rating.calc_rating(perform_list, risk_list)\n\n# \u5065\u5eb7\u68c0\u6d4b\n@app.get(\"\/health\")\ndef health():\n return {\n \"service\": \"Virtuals Protocol ACP v2.0\",\n \"version\": \"2.0 Hook AI Edition\",\n \"status\": \"running\"\n }<\/code><\/pre>\n\n\n\n8. main.py \u9879\u76ee\u5165\u53e3<\/h3>\n\n\n\n
import uvicorn\nfrom api.route import app\nfrom config.settings import API_HOST, API_PORT\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nif __name__ == \"__main__\":\n logger.info(\"\u2705 Virtuals Protocol ACP v2.0 \u667a\u80fdAI\u5546\u52a1\u534f\u8bae\u7cfb\u7edf\u542f\u52a8\u6210\u529f\")\n logger.info(\"\u2705 \u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784 | AI\u81ea\u4e3b\u8c08\u5224 | \u94fe\u4e0a\u786e\u6743 | \u5168\u751f\u6001\u8054\u52a8\")\n uvicorn.run(app, host=API_HOST, port=API_PORT)<\/code><\/pre>\n\n\n\n\u516d\u3001AI\u667a\u80fd\u5316\u6838\u5fc3\u521b\u65b0\u603b\u7ed3<\/h3>\n\n\n\n
\n
\u4e03\u3001\u62d3\u5c55\u65b9\u5411\uff08\u9ad8\u9636AI\u8fed\u4ee3\uff09<\/h3>\n\n\n\n
\n