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from typing import List, Union, Generator, Iterator
from schemas import OpenAIChatMessage
class Pipeline:
def __init__(self):
# You can also set the pipelines that are available in this pipeline.
# Set manifold to True if you want to use this pipeline as a manifold.
# Manifold pipelines can have multiple pipelines.
self.type = "manifold"
# Optionally, you can set the id and name of the pipeline.
# Best practice is to not specify the id so that it can be automatically inferred from the filename, so that users can install multiple versions of the same pipeline.
# The identifier must be unique across all pipelines.
# The identifier must be an alphanumeric string that can include underscores or hyphens. It cannot contain spaces, special characters, slashes, or backslashes.
# self.id = "manifold_pipeline"
# Optionally, you can set the name of the manifold pipeline.
self.name = "Manifold: "
# Define pipelines that are available in this manifold pipeline.
# This is a list of dictionaries where each dictionary has an id and name.
self.pipelines = [
{
"id": "pipeline-1", # This will turn into `manifold_pipeline.pipeline-1`
"name": "Pipeline 1", # This will turn into `Manifold: Pipeline 1`
},
{
"id": "pipeline-2",
"name": "Pipeline 2",
},
]
pass
async def on_startup(self):
# This function is called when the server is started.
print(f"on_startup:{__name__}")
pass
async def on_shutdown(self):
# This function is called when the server is stopped.
print(f"on_shutdown:{__name__}")
pass
def pipe(
self, user_message: str, model_id: str, messages: List[dict], body: dict
) -> Union[str, Generator, Iterator]:
# This is where you can add your custom pipelines like RAG.
print(f"pipe:{__name__}")
# If you'd like to check for title generation, you can add the following check
if body.get("title", False):
print("Title Generation Request")
print(messages)
print(user_message)
print(body)
return f"{model_id} response to: {user_message}"
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