Tyler Hutcherson's repositories
synthetic-images
A synthetic image augmentation library for object detection tasks.
vector-bible
Comparison of popular vector DBs
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.
langchain
🦜🔗 Build context-aware reasoning applications
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.
TextGeneration
Example Text Generation iOS App
VectorHub
VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.