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import sys |
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import re |
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import csv |
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from datetime import date,timedelta |
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from openai import OpenAI |
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def resolve(slot): |
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pos=slot.find("place_name") |
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if pos!=-1: |
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bgpos=slot[pos:].find(":") |
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citypos=slot[pos+bgpos:].find("'") |
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oldcity=slot[pos+bgpos+1:pos+bgpos+citypos] |
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oldcity=oldcity.strip() |
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if oldcity=="my city": |
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newcity="new york" |
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slot=slot[:pos+bgpos+1]+str(newcity)+slot[pos+bgpos+citypos:] |
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pos=slot.find("date") |
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if pos!=-1: |
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bgpos=slot[pos:].find(":") |
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datepos=slot[pos+bgpos:].find("'") |
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olddate=slot[pos+bgpos+1:pos+bgpos+datepos] |
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olddate=olddate.strip() |
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today=date.today() |
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weekday=date.isoweekday(today)% 7 |
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newdate2=None |
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if olddate=="today": |
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newdate=str(today) |
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elif olddate=="tomorrow": |
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newdate=today+timedelta(days=1) |
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elif olddate=="this week": |
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weekday=date.isoweekday(today)% 7 |
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newdate2=today+ timedelta(days=7-weekday) |
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newdate=today-timedelta(days=weekday-1) |
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elif olddate=="last week": |
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weekday=date.isoweekday(today)% 7 |
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newdate2=today-timedelta(days=weekday) |
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newdate=today-timedelta(days=weekday+6) |
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elif olddate=="this weekend": |
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weekday=date.isoweekday(today)% 7 |
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newdate=today+timedelta(days=6-weekday) |
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newdate2=today+timedelta(days=7-weekday) |
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elif olddate=="sunday": |
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weekday=date.isoweekday(today)% 7 |
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newdate=today+timedelta(7-weekday) |
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elif olddate=="august fifteenth": |
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if str(today).find("-")!=-1: |
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ypos=str(today).find("-") |
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newdate=str(today)[:ypos+1]+"08-15" |
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else: |
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newdate="08-15" |
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else: |
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newdate=olddate |
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slot=slot[:pos+bgpos+1]+str(newdate)+slot[pos+bgpos+datepos:] |
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if newdate2: |
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slot=slot+",'date2:"+str(newdate2)+"'" |
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pos=slot.find("timeofday") |
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oldtimeofday="" |
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if pos!=-1: |
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bgpos=slot[pos:].find(":") |
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datepos=slot[pos+bgpos:].find("'") |
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oldtimeofday=slot[pos+bgpos+1:pos+bgpos+datepos] |
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oldtimeofday=oldtimeofday.strip() |
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cpos=slot[pos:].rfind(",") |
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if cpos!=-1: |
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slot=slot[:cpos]+slot[pos+bgpos+datepos+1:] |
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else: |
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cpos=slot[pos:].find(",") |
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if cpos==-1: |
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slot=slot[:pos]+slot[pos+bgpos+datepos+1:] |
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else: |
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slot=slot[:pos]+slot[cpos+1:] |
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pos=slot.find("time:") |
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if pos==-1: |
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pos=slot.find("time :") |
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if pos!=-1: |
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bgpos=slot[pos:].find(":") |
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timepos=slot[pos+bgpos:].find("'") |
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oldtime=slot[pos+bgpos+1:pos+bgpos+timepos] |
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oldtime=oldtime.strip() |
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newtime=oldtime.replace("five","05:00").replace("six","06:00").replace("nine","09:00").replace("ten","10:00") |
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if not(newtime.endswith("am") or newtime.endswith("pm")): |
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if oldtimeofday=="morning": |
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newtime=newtime+" am" |
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elif oldtimeofday=="evening": |
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newtime=newtime+" pm" |
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elif oldtimeofday.find("afternoon")!=-1: |
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newtime=newtime+" pm" |
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slot=slot[:pos+bgpos+1]+str(newtime)+slot[pos+bgpos+timepos:] |
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else: |
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if oldtimeofday.find("afternoon")!=-1: |
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newtime="15:00" |
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slot=slot+",'time:'"+newtime |
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return slot |
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def read_data(file_path): |
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queries=[] |
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with open(file_path, newline='') as csvfile: |
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spamreader = csv.reader(csvfile, delimiter=',', quotechar='"') |
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count=0 |
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for row in spamreader: |
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if count==0: |
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count+=1 |
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continue |
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iid=row[0] |
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slot=row[3] |
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slot=slot.strip('[]') |
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slot=resolve(slot) |
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query={"iid":iid,"query":row[1],"intent":row[2],"slot":slot} |
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queries.append(query) |
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return queries |
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if __name__=="__main__": |
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datep=re.compile(r"(======)*202[45]-\d\d-\d\d") |
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client = OpenAI() |
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tasks=read_data("~/data/test.csv") |
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intp=re.compile(r"intent:[a-z_]+(,|\x1b)") |
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resp=re.compile(r'{"code":"SUCCESS","data"(.)+') |
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for i in range(19,20): |
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print("-----*****------") |
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print(i) |
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data=[] |
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with open(str(i)+".log") as f: |
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lines=f.readlines() |
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for line in lines: |
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if datep.match(line): |
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continue |
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else: |
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data.append(line) |
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content="\n".join(data) |
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intentf=intp.search(content) |
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if intentf: |
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intent=intentf.group(0) |
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if intent.find("weather")!=-1 or intent.find("news_query")!=-1 or intent.find("qa")!=-1 or intent.find("stock")!=-1 or intent.find("general")!=-1 or intent.find("currency")!=-1: |
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print("ChatCompletionMessage(content='')") |
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else: |
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resf= resp.search(content) |
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if resf: |
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res=resf.group(0) |
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msg=[{"role": "system", "content":"please judge the following result is right or wrong. if slot is {} and result also {}, it is right. if slot are same, it is right.if time is same, no matter if has am/pm, it is right. if slot is descriptor:all, then can neglect it, other descriptor can not neglect. the slot person is same with slot from_person and to_person. the place_name will be resolved, so if it is added by state name and country name, it is right."},{"role":"user", "content":"The golden slot is :{"+tasks[i]["slot"]+"}. The result is "+res}], |
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print(msg) |
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completion = client.chat.completions.create( |
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model="gpt-4", |
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messages=[{"role": "system", "content":"please judge the following result is right or wrong. if slot is {} and result also {}, it is right. if slot are same, it is right.if time is same, no matter if has am/pm, it is right. if slot is descriptor:all, then can neglect it, other descriptor can not neglect. the slot person is same with slot from_person and to_person. if slot is query:song name, can be neglected. the place_name will be resolved, so if it is added by state name and country name, it is right."},{"role":"user", "content":"The golden slot is :{"+tasks[i]["slot"]+"}. The result is "+res}], |
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) |
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print(completion.choices[0].message) |
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else: |
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print("ChatCompletionMessage(content='the result is wrong')") |
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continue |
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else: |
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if content.find("\"results\"")==-1 and content.find("\"data\"")==-1 and content.find("\"success\"")==-1: |
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print("ChatCompletionMessage(content='the result is wrong. no server response.')") |
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continue |
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goldintent=tasks[i]["intent"] |
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if goldintent.find("weather")!=-1 or goldintent.find("news_query")!=-1 or goldintent.find("qa")!=-1 or goldintent.find("stock")!=-1 or goldintent.find("general")!=-1 or goldintent.find("currency")!=-1: |
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msg=[{"role": "system", "content":"please judge the following content finish the task is right or wrong. Must has the server response ,if not, it's wrong. If is weather_query, need to provide the weather condition. if intent is qa, the response need to provide the answer to the question, and if only provide url, it is wrong. also need to check if the annotaion are the same with server response"},{"role": "user", "content": "the task is "+tasks[i]["query"]+". The annotation is "+tasks[i]["slot"]+"\n"+"\n".join(data)+"\nyour answer is :"}], |
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print(msg) |
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try: |
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completion = client.chat.completions.create( |
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model="gpt-4", |
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messages=[{"role": "system", "content":"please judge the following content finish the task is right or wrong. Must has the server response ,if not, it's wrong. If intent is weather_query, need to provide the weather condition, and if no weather condition, it is wrong. if intent is qa, the response need to provide the answer to the question, and if only provide url, it is wrong. also need to check if the annotaion are the same with server response"},{"role": "user", "content": "the task is "+tasks[i]["query"]+". The annotation is "+tasks[i]["slot"]+"\n"+"\n".join(data)+"\nyour answer is :"}], |
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) |
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print(completion.choices[0].message) |
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except: |
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completion = client.chat.completions.create( |
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model="gpt-4", |
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messages=[{"role": "system", "content":"please judge the following content finish the task is right or wrong. Must has the server response ,if not, it's wrong. If intent is weather_query, need to provide the weather condition, and if no weather condition, it is wrong. if intent is qa, the response need to provide the answer to the question, and if only provide url, it is wrong. also need to check if the annotaion are the same with server response"},{"role": "user", "content": "the task is "+tasks[i]["query"]+". The annotation is "+tasks[i]["slot"]+"\n"+"\n".join(data)[-16000:]+"\nyour answer is :"}], |
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) |
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print(completion.choices[0].message) |
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else: |
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msg=[{"role": "system", "content":"please judge the following content finish the task is right or wrong. Must has the server response {\"code\":\"SUCCESS\"},if not, it's wrong. if response is not supported intent, it is wrong."},{"role": "user", "content": "the task is "+tasks[i]["query"]+". The annotation is "+tasks[i]["slot"]+"\n"+"\n".join(data)+"\nyour answer is :"}], |
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print(msg) |
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completion = client.chat.completions.create( |
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model="gpt-4", |
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messages=[{"role": "system", "content":"please judge the following content finish the task is right or wrong. Must has the server response {\"code\":\"SUCCESS\"},if not, it's wrong. if response is not supported intent, it is wrong."},{"role": "user", "content": "the task is "+tasks[i]["query"]+". The annotation is "+tasks[i]["slot"]+"\n"+"\n".join(data)+"\nyour answer is :"}], |
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) |
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print(completion.choices[0].message) |
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