PineconeUtils is a Python module designed to handle and process data for embedding and indexing using Pinecone, Cohere, and OpenAI services. This utility module makes it easy to load, chunk, prepare, and upsert data into a Pinecone index, making it ideal for applications involving text embedding and retrieval augmented systems(RAG)
A web application that predicts the price of an Uber ride based on several factors, such as pickup location, dropoff location, and the number of passengers.
pip install -r requirements.txt.uvicorn app:app --host 0.0.0.0 --port 9696.http://localhost:9696.Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
A Python module for Uber Ride Prediction
To install UberRidePrediction, you can use pip:
pip install UberRidePrediction
from UberRidePrediction import PredictionPipeline
prediction_pipeline = PredictionPipeline()
prediction_pipeline.load_model()
# For example this is your data:
pickup_datetime = '2012-04-21 08:30:00'
pickup_longitude = -73.987130
pickup_latitude = 40.732029
dropoff_longitude = -73.991875
dropoff_latitude = 40.74942
passenger_count = 1
prediction = prediction_pipeline.make_single_prediction(pickup_datetime, pickup_longitude, pickup_latitude, dropoff_longitude, dropoff_latitude, passenger_count)
print(prediction)
from UberRidePrediction import TrainingPipeline
trainer_pipeline = TrainingPipeline()
file_path = 'data.csv'
trainer_pipeline.train_model(file_path)
FAQs
PineconeUtils is a Python module designed to handle and process data for embedding and indexing using Pinecone, Cohere, and OpenAI services. This utility module makes it easy to load, chunk, prepare, and upsert data into a Pinecone index, making it ideal for applications involving text embedding and retrieval augmented systems(RAG)
We found that UberRidePrediction demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
In this segment of the Risky Business podcast, Feross Aboukhadijeh and Patrick Gray discuss the challenges of tracking malware discovered in open source softare.
Research
Security News
A threat actor's playbook for exploiting the npm ecosystem was exposed on the dark web, detailing how to build a blockchain-powered botnet.
Security News
NVD’s backlog surpasses 20,000 CVEs as analysis slows and NIST announces new system updates to address ongoing delays.