Databricks Industry Solutions
Databricks Solution Accelerators are fully functional notebooks that tackle the most common and high-impact use cases that you face every day.
Pinned Repositories
auto-data-linkage
Low effort linking and easy de-duplication. Databricks ARC provides a simple, automated, lakehouse integrated entity resolution solution for intra and inter data linking.
causal-incentive
Accelerator for customer incentive investment using causal inference techniques
customer-er
Translating text attributes (like name, address, phone number) into quantifiable numerical representations Training ML models to determine if these numerical labels form a match Scoring the confidence of each match
diy-llm-qa-bot
Driving a Large Language Model Revolution in Customer Service and Support
esg-scoring
In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategic ESG initiatives and learn companies' commitments to corporate responsibility
hls-llm-doc-qa
Build a question answering system based on a given collection of documents with open-source LLMs
many-model-forecasting
Bootstrap your large scale forecasting solution on Databricks with Many Models Forecasting (MMF) Project.
pixels
Facilitates simple large scale processing of HLS Medical images, documents, zip files. Previously at https://github.com/dmoore247/pixels
product-search
Semantic product search on Databricks
security-analysis-tool
Security Analysis Tool (SAT) analyzes customer's Databricks account and workspace security configurations and provides recommendations that help them follow Databrick's security best practices. When a customer runs SAT, it will compare their workspace configurations against a set of security best practices and delivers a report.
Databricks Industry Solutions's Repositories
databricks-industry-solutions/security-analysis-tool
Security Analysis Tool (SAT) analyzes customer's Databricks account and workspace security configurations and provides recommendations that help them follow Databrick's security best practices. When a customer runs SAT, it will compare their workspace configurations against a set of security best practices and delivers a report.
databricks-industry-solutions/hls-llm-doc-qa
Build a question answering system based on a given collection of documents with open-source LLMs
databricks-industry-solutions/many-model-forecasting
Bootstrap your large scale forecasting solution on Databricks with Many Models Forecasting (MMF) Project.
databricks-industry-solutions/auto-data-linkage
Low effort linking and easy de-duplication. Databricks ARC provides a simple, automated, lakehouse integrated entity resolution solution for intra and inter data linking.
databricks-industry-solutions/pixels
Facilitates simple large scale processing of HLS Medical images, documents, zip files. Previously at https://github.com/dmoore247/pixels
databricks-industry-solutions/causal-incentive
Accelerator for customer incentive investment using causal inference techniques
databricks-industry-solutions/industry-solutions-blueprints
databricks-industry-solutions/context-graph-analytics
Time series knowledge graphs for cybersecurity
databricks-industry-solutions/digital-pathology
Help augment diagnostic workflows with this Databricks Solution Accelerator for pathology image analysis. Now you can rapidly process thousands of whole slide images in minutes and use machine learning to automate the detection of metastasis.
databricks-industry-solutions/multi-touch-attribution
Connect the impact of marketing and your ad spend to sales. Efficiently pinpoint the impact of various revenue-generating marketing activities to understand what works best. Focus on the best-performing channels to optimize media mix and drive revenue.
databricks-industry-solutions/interop
From FHIR ingestion to patient outcomes analysis
databricks-industry-solutions/media-mix-modeling
databricks-industry-solutions/supply-chain-optimization
Supply Chain Optimization
databricks-industry-solutions/x12-edi-parser
Used for reading & writing X12 messages
databricks-industry-solutions/transformer_forecasting
databricks-industry-solutions/semantic-caching
This project implements a caching system for Databricks, designed to improve response times and reduce cost for frequently asked questions or similar queries.
databricks-industry-solutions/radiology-llm-classifier
Radiology LLM Labeling
databricks-industry-solutions/csrd_assistant
In this solution accelerator, we demonstrate how generative AI, retrieval augmented generation (RAG) and multi stage reasoning can be used to better navigate through the complexities of regulatory filings, bringing more transparency for companies to disclose their societal and environmental impacts.
databricks-industry-solutions/smolder-solacc
Burning Through Electronic Health Records in Real Time With Smolder
databricks-industry-solutions/graph-analytics-churn-prediction
databricks-industry-solutions/notebook-solution-companion
databricks-industry-solutions/scientific-computing-ray-on-spark
databricks-industry-solutions/hls-tcga
databricks-industry-solutions/CareCost-Compass
databricks-industry-solutions/dbignite-forked
Forking for internal development
databricks-industry-solutions/guidewire
Interpreting Guidewire CDA as delta table
databricks-industry-solutions/sfdc-byom
databricks-industry-solutions/Email-Customer-Support
This repo is for email customer support automation using LLM
databricks-industry-solutions/Games
databricks-industry-solutions/industry-solutions-release
Release process for solution accelerators