Tyler Hutcherson's repositories
synthetic-images
A synthetic image augmentation library for object detection tasks.
churn-model-demo
Example predictive modeling code on Skafos.
covid-vax-dequeue
A simple multi-threaded consumer application that processes Covid "patients" from a queue.
docai_pipeline
Invoice de-duplication via Azure Form Recognition, OpenAI, Apache Airflow and Redis Enterprise VSS
hydra-router
A service aware router for Hydra Services. Implements an API Gateway and can route web socket messages.
litellm
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
llama_index
LlamaIndex is a data framework for your LLM applications
LLM-VectorDB-Bootcamp
Course material for the DSD bootcamp on combining large language models with vector databases.
march-predictor
March Madness is around the corner.. Here is a python implementation of a machine learning pipeline for predicting the outcome of head to head matchups in the NCAA Tourney 2019.
movie_intake
A movie data ingester built on top of Skafos.
odsc-west-streaming-trends
All Data, Relevant Information, Scripts, and Applications for the Open Data Science Conference (2018)
parago-cli
Parago is a command line tool that we use internally to rapidly build machine learning models, making it easy to customize for new use cases. https://www.npmjs.com/package/parago
real-time-embeddings
Real time embeddings with Bytewax, unstructured and redis for retrieval augmented generation
redis-py
Redis Python Client
redis-vector-search
A simple application for computing visual and semantic vector similiarty with Redis Stack, FastAPI, PyTorch and Huggingface.
spotlight_test
testing stuff
TextGeneration
Example Text Generation iOS App