rwforest

genai-healthcare-lifescience-app

LLMTest_NeedleInAHaystack

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Data-Discovery-Toolkit

A data discovery and manipulation toolset for unstructured data

patient-journey-model

forgerx

Realistic synthetic medication data (formerly known as Medication Diversification Tool, or MDT)

T1D_Complications

synthea

Synthetic Patient Population Simulator

dsp

𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.

litellm

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

OpenLLM

Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.

databricks-tpc-di

Databricks Implementation of the TPC-DI Specification using Traditional Notebooks and/or Delta Live Tables

lhbench

Lakehouse storage system benchmark

LLM-Finetuning

LLM Finetuning with peft

dbtpcdi

semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

checkout-single-subscription

Learn how to combine Checkout and Billing for fast subscription pages

sqllineage

SQL Lineage Analysis Tool powered by Python

sqlglot

Python SQL Parser and Transpiler

sql-metadata

Uses tokenized query returned by python-sqlparse and generates query metadata

sqlparse

A non-validating SQL parser module for Python

workshops

Openlineage workshops

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

InsightSolver-Colab

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

databricks-ml-examples

product-search

Semantic product search on Databricks

feathr

Feathr – A scalable, unified data and AI engineering platform for enterprise

Instacart-Market-Basket-Analysis

The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previously purchased item will be in user's next order. Customer segmentation and affinity analysis are done to study customer purchase patterns and for better product marketing and cross-selling.

AzureChestXRay

Intelligent disease prediction system that can help radiologists review Chest X-rays more efficiently.

dlaicourse

Notebooks for learning deep learning