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Create events_pipeline.py
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Co-Authored-By: Anthony Durussel <87324020+anthonydurussel@users.noreply.github.com>
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examples/pipelines/events_pipeline.py
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83
examples/pipelines/events_pipeline.py
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from typing import List, Union, Generator, Iterator, Optional
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from pprint import pprint
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import time
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# Uncomment to disable SSL verification warnings if needed.
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# warnings.filterwarnings('ignore', message='Unverified HTTPS request')
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class Pipeline:
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def __init__(self):
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self.name = "Pipeline with Status Event"
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self.description = (
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"This is a pipeline that demonstrates how to use the status event."
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)
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self.debug = True
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self.version = "0.1.0"
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self.author = "Anthony Durussel"
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async def on_startup(self):
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# This function is called when the server is started.
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print(f"on_startup: {__name__}")
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pass
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async def on_shutdown(self):
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# This function is called when the server is shutdown.
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print(f"on_shutdown: {__name__}")
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pass
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async def inlet(self, body: dict, user: Optional[dict] = None) -> dict:
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# This function is called before the OpenAI API request is made. You can modify the form data before it is sent to the OpenAI API.
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print(f"inlet: {__name__}")
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if self.debug:
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print(f"inlet: {__name__} - body:")
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pprint(body)
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print(f"inlet: {__name__} - user:")
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pprint(user)
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return body
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async def outlet(self, body: dict, user: Optional[dict] = None) -> dict:
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# This function is called after the OpenAI API response is completed. You can modify the messages after they are received from the OpenAI API.
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print(f"outlet: {__name__}")
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if self.debug:
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print(f"outlet: {__name__} - body:")
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pprint(body)
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print(f"outlet: {__name__} - user:")
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pprint(user)
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return body
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def pipe(
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self,
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user_message: str,
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model_id: str,
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messages: List[dict],
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body: dict,
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) -> Union[str, Generator, Iterator]:
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print(f"pipe: {__name__}")
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if self.debug:
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print(f"pipe: {__name__} - received message from user: {user_message}")
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yield {
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"event": {
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"type": "status",
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"data": {
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"description": "Fake Status",
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"done": False,
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},
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}
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}
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time.sleep(5) # Sleep for 5 seconds
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yield f"user_message: {user_message}"
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yield {
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"event": {
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"type": "status",
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"data": {
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"description": "",
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"done": True,
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},
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}
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}
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