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sqlchat
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sqlchat/README.md
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42
sqlchat/README.md
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### Example: `sqlchat` (use like openai pypi package) <a name="example-sqlchat"></a>
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```python
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# Import sqlchat
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import sqlchat
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# sqlchat.Completion.create
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# sqlchat.StreamCompletion.create
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[...]
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```
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#### Example Chatbot
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```python
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messages = []
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while True:
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user = input('you: ')
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sqlchat_cmpl = sqlchat.Completion.create(
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prompt = user,
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messages = messages
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)
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print('gpt:', sqlchat_cmpl.completion.choices[0].text)
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messages.extend([
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{'role': 'user', 'content': user },
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{'role': 'assistant', 'content': sqlchat_cmpl.completion.choices[0].text}
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])
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```
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#### Streaming Response:
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```python
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for response in sqlchat.StreamCompletion.create(
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prompt = 'write python code to reverse a string',
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messages = []):
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print(response.completion.choices[0].text)
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```
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sqlchat/__init__.py
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sqlchat/__init__.py
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from requests import post
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from time import time
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headers = {
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'authority' : 'www.sqlchat.ai',
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'accept' : '*/*',
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'accept-language': 'en,fr-FR;q=0.9,fr;q=0.8,es-ES;q=0.7,es;q=0.6,en-US;q=0.5,am;q=0.4,de;q=0.3',
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'content-type' : 'text/plain;charset=UTF-8',
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'origin' : 'https://www.sqlchat.ai',
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'referer' : 'https://www.sqlchat.ai/',
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'sec-fetch-dest' : 'empty',
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'sec-fetch-mode' : 'cors',
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'sec-fetch-site' : 'same-origin',
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'user-agent' : 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36',
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}
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class SqlchatResponse:
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class Completion:
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class Choices:
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def __init__(self, choice: dict) -> None:
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self.text = choice['text']
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self.content = self.text.encode()
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self.index = choice['index']
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self.logprobs = choice['logprobs']
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self.finish_reason = choice['finish_reason']
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def __repr__(self) -> str:
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return f'''<__main__.APIResponse.Completion.Choices(\n text = {self.text.encode()},\n index = {self.index},\n logprobs = {self.logprobs},\n finish_reason = {self.finish_reason})object at 0x1337>'''
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def __init__(self, choices: dict) -> None:
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self.choices = [self.Choices(choice) for choice in choices]
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class Usage:
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def __init__(self, usage_dict: dict) -> None:
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self.prompt_tokens = usage_dict['prompt_chars']
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self.completion_tokens = usage_dict['completion_chars']
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self.total_tokens = usage_dict['total_chars']
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def __repr__(self):
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return f'''<__main__.APIResponse.Usage(\n prompt_tokens = {self.prompt_tokens},\n completion_tokens = {self.completion_tokens},\n total_tokens = {self.total_tokens})object at 0x1337>'''
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def __init__(self, response_dict: dict) -> None:
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self.response_dict = response_dict
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self.id = response_dict['id']
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self.object = response_dict['object']
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self.created = response_dict['created']
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self.model = response_dict['model']
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self.completion = self.Completion(response_dict['choices'])
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self.usage = self.Usage(response_dict['usage'])
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def json(self) -> dict:
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return self.response_dict
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class Completion:
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def create(
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prompt: str = 'hello world',
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messages: list = []) -> SqlchatResponse:
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response = post('https://www.sqlchat.ai/api/chat', headers=headers, stream=True,
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json = {
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'messages': messages,
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'openAIApiConfig':{'key':'','endpoint':''}})
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return SqlchatResponse({
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'id' : f'cmpl-1337-{int(time())}',
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'object' : 'text_completion',
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'created': int(time()),
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'model' : 'gpt-3.5-turbo',
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'choices': [{
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'text' : response.text,
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'index' : 0,
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'logprobs' : None,
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'finish_reason' : 'stop'
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}],
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'usage': {
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'prompt_chars' : len(prompt),
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'completion_chars' : len(response.text),
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'total_chars' : len(prompt) + len(response.text)
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}
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})
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class StreamCompletion:
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def create(
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prompt : str = 'hello world',
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messages: list = []) -> SqlchatResponse:
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messages.append({
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'role':'user',
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'content':prompt
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})
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response = post('https://www.sqlchat.ai/api/chat', headers=headers, stream=True,
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json = {
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'messages': messages,
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'openAIApiConfig':{'key':'','endpoint':''}})
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for chunk in response.iter_content(chunk_size = 2046):
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yield SqlchatResponse({
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'id' : f'cmpl-1337-{int(time())}',
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'object' : 'text_completion',
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'created': int(time()),
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'model' : 'gpt-3.5-turbo',
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'choices': [{
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'text' : chunk.decode(),
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'index' : 0,
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'logprobs' : None,
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'finish_reason' : 'stop'
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}],
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'usage': {
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'prompt_chars' : len(prompt),
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'completion_chars' : len(chunk.decode()),
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'total_chars' : len(prompt) + len(chunk.decode())
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}
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})
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testing/sqlchat_test.py
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testing/sqlchat_test.py
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import sqlchat
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for response in sqlchat.StreamCompletion.create(
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prompt = 'write python code to reverse a string',
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messages = []):
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print(response.completion.choices[0].text, end='')
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https://www.sqlchat.ai/
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to do:
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- code refractoring
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import requests
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headers = {
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'authority': 'www.sqlchat.ai',
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'accept': '*/*',
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'accept-language': 'en,fr-FR;q=0.9,fr;q=0.8,es-ES;q=0.7,es;q=0.6,en-US;q=0.5,am;q=0.4,de;q=0.3',
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'content-type': 'text/plain;charset=UTF-8',
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'origin': 'https://www.sqlchat.ai',
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'referer': 'https://www.sqlchat.ai/',
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'sec-fetch-dest': 'empty',
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'sec-fetch-mode': 'cors',
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'sec-fetch-site': 'same-origin',
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'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36',
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}
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data = {
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'messages':[
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{'role':'system','content':''},
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{'role':'user','content':'hello world'},
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],
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'openAIApiConfig':{
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'key':'',
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'endpoint':''
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}
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}
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response = requests.post('https://www.sqlchat.ai/api/chat', headers=headers, json=data, stream=True)
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for message in response.iter_content(chunk_size=1024):
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print(message)
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