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authort.me/xtekky <98614666+xtekky@users.noreply.github.com>2023-03-29 21:00:39 +0200
committert.me/xtekky <98614666+xtekky@users.noreply.github.com>2023-03-29 21:00:39 +0200
commit81e033023ea3f76771d2010f9d95c5fadbd77edc (patch)
tree14d2ae4aebdf2c725d0f245ef0dcf7edd10a8cc7 /t3nsor
parentUpdate README.md (diff)
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Diffstat (limited to 't3nsor')
-rw-r--r--t3nsor/__init__.py118
1 files changed, 118 insertions, 0 deletions
diff --git a/t3nsor/__init__.py b/t3nsor/__init__.py
new file mode 100644
index 00000000..5cd12608
--- /dev/null
+++ b/t3nsor/__init__.py
@@ -0,0 +1,118 @@
+from requests import post
+from time import time
+
+class T3nsorResponse:
+
+ class Completion:
+
+ class Choices:
+ def __init__(self, choice: dict) -> None:
+ self.text = choice['text']
+ self.content = self.text.encode()
+ self.index = choice['index']
+ self.logprobs = choice['logprobs']
+ self.finish_reason = choice['finish_reason']
+
+ def __repr__(self) -> str:
+ 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>'''
+
+ def __init__(self, choices: dict) -> None:
+ self.choices = [self.Choices(choice) for choice in choices]
+
+ class Usage:
+ def __init__(self, usage_dict: dict) -> None:
+ self.prompt_tokens = usage_dict['prompt_tokens']
+ self.completion_tokens = usage_dict['completion_tokens']
+ self.total_tokens = usage_dict['total_tokens']
+
+ def __repr__(self):
+ 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>'''
+
+ def __init__(self, response_dict: dict) -> None:
+
+ self.response_dict = response_dict
+ self.id = response_dict['id']
+ self.object = response_dict['object']
+ self.created = response_dict['created']
+ self.model = response_dict['model']
+ self.completion = self.Completion(response_dict['choices'])
+ self.usage = self.Usage(response_dict['usage'])
+
+ def json(self) -> dict:
+ return self.response_dict
+
+class Completion:
+ model = {
+ 'model': {
+ 'id' : 'gpt-3.5-turbo',
+ 'name' : 'Default (GPT-3.5)'
+ }
+ }
+
+ def create(
+ prompt: str = 'hello world',
+ messages: list = []) -> T3nsorResponse:
+
+ response = post('https://www.t3nsor.tech/api/chat', json = Completion.model | {
+ 'messages' : messages,
+ 'key' : '',
+ 'prompt' : prompt
+ })
+
+ return T3nsorResponse({
+ 'id' : f'cmpl-1337-{int(time())}',
+ 'object' : 'text_completion',
+ 'created': int(time()),
+ 'model' : Completion.model,
+ 'choices': [{
+ 'text' : response.text,
+ 'index' : 0,
+ 'logprobs' : None,
+ 'finish_reason' : 'stop'
+ }],
+ 'usage': {
+ 'prompt_chars' : len(prompt),
+ 'completion_chars' : len(response.text),
+ 'total_chars' : len(prompt) + len(response.text)
+ }
+ })
+
+class StreamCompletion:
+ model = {
+ 'model': {
+ 'id' : 'gpt-3.5-turbo',
+ 'name' : 'Default (GPT-3.5)'
+ }
+ }
+
+ def create(
+ prompt: str = 'hello world',
+ messages: list = []) -> T3nsorResponse:
+
+ response = post('https://www.t3nsor.tech/api/chat', stream = True, json = Completion.model | {
+ 'messages' : messages,
+ 'key' : '',
+ 'prompt' : prompt
+ })
+
+ for resp in response.iter_lines():
+ if resp:
+ yield T3nsorResponse({
+ 'id' : f'cmpl-1337-{int(time())}',
+ 'object' : 'text_completion',
+ 'created': int(time()),
+ 'model' : Completion.model,
+
+ 'choices': [{
+ 'text' : resp.decode(),
+ 'index' : 0,
+ 'logprobs' : None,
+ 'finish_reason' : 'stop'
+ }],
+
+ 'usage': {
+ 'prompt_chars' : len(prompt),
+ 'completion_chars' : len(resp.decode()),
+ 'total_chars' : len(prompt) + len(resp.decode())
+ }
+ }) \ No newline at end of file