philippatterson

dspy

DSPy: The framework for programming—not prompting—foundation models

opa

Open Policy Agent (OPA) is an open source, general-purpose policy engine.

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

rebound

💫 An open-source multi-purpose N-body code.

chronon

Chronon is a data platform for serving for AI/ML applications.

narwhals

Lightweight and extensible compatibility layer between dataframe libraries!

infinitic

Infinitic is an open source orchestration framework for application teams to build durable and flexible backend processes.

drawpyo

A Python library for programmatically generating Draw.io charts.

geojson-shave

A command-line tool for reducing the size of GeoJSON files.

LocalKnowledgeGraphExtraction

Code to extract Knowledge Graph from normal, unstructured text and visualize the resulting graph

lab

auto-hyde

🔎 A deep-dive into HyDE for Advanced LLM RAG + 💡 Introducing AutoHyDE, a semi-supervised framework to improve the effectiveness, coverage and applicability of HyDE

llm_function_calling_demo

domain-specific-genai-chatbot-with-serverless

guidance-for-self-healing-code-on-aws

This Guidance helps software companies set up a automated system to detect error logs, generate bug fixes, and create pull requests. Helps companies balance addressing bugs while also competing with product and feature development pressure.

guidance-for-digital-thread-using-graph-and-generative-ai-on-aws

This Guidance demonstrates how to create an intelligent manufacturing digital thread through a combination of knowledge graph and generative artificial intelligence (AI) technologies. A digital thread offers an integrated approach to combine disparate data sources across enterprise systems, increasing traceability, accessibility, collaboration.

llms-amazon-bedrock-sagemaker

Generative AI with Amazon Bedrock and SageMaker

Guidance-for-Authentication-with-Digital-Wallets-on-AWS

dApp authentication with Amazon Cognito and Web3 proxy with Amazon API Gateway

ner-dspy

Using DSPy for NER tasks using LLMs

orgs-prescriptive-guidance

Guidance for Organization on AWS

guidance-for-dynamic-game-npc-dialogue-on-aws

This guidance helps game developers automate the process of creating a non-player character (NPC) for their games, and associated infrastructure, that leverage Unreal Engine MetaHuman, Large Language Models Operations (LLMOps), and generative AI to improve NPC conversational skills.

blogposts_code

pagemosaic-cms

Page Mosaic Content Management System

guidance-for-content-management-using-salesforce-on-aws

This Guidance demonstrates how to utilize advanced artificial intelligence (AI) capabilities within your existing Salesforce environment to gain more valuable insights about your customers. It allows you to seamlessly integrate the user-friendly interface of Salesforce with the powerful data storage and processing capabilities of AWS.

generate-customized-compliant-application-IaC-scripts-for-AWS-Landing-Zone-using-Amazon-Bedrock

giraffe-startups

Code to discover comprehensive key metrics for startups

misc

Random code I find useful or interesting

sqs_lambda_ecs_demo

bedrock-lambda-streaming-response

aws-cdk-aspects

We cover the use cases of CDK Aspects and why they are so powerful, with examples written in TypeScript