harelix

aws-neuron-samples

Example code for AWS Neuron SDK developers building inference and training applications

djl-serving

A universal scalable machine learning model deployment solution

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

llm-security

New ways of breaking app-integrated LLMs

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

langchain-hub

opensearch-py

Python Client for OpenSearch

duckdb

DuckDB is an analytical in-process SQL database management system

trl

Train transformer language models with reinforcement learning.

tauri

Build smaller, faster, and more secure desktop applications with a web frontend.

feast

The Open Source Feature Store for Machine Learning

quivr

Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework

streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

FLARE

Forward-Looking Active REtrieval-augmented generation (FLARE)

amazon-sagemaker-mlops-workshop

MLOps workshop with Amazon SageMaker

observability-with-amazon-opensearch

This repository contains a microservice-based Sample App demonstrating observability capabilities in the Amazon OpenSearch Service.

tapnet

tapnet

Tracking Any Point (TAP)

otelgen

🤖 A tool to generate synthetic OpenTelemetry logs, metrics and traces using OTLP (gRPC and HTTP)

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

generative-ai-on-aws-immersion-day

Generative AI on AWS Immersion Day

kserve

Standardized Serverless ML Inference Platform on Kubernetes

opensearch-plugins

For all things OpenSearch plugins. You want to install, or develop a plugin? You've come to the right place.

sagemaker-custom-project-templates

armeria

Your go-to microservice framework for any situation, from the creator of Netty et al. You can build any type of microservice leveraging your favorite technologies, including gRPC, Thrift, Kotlin, Retrofit, Reactive Streams, Spring Boot and Dropwizard.

vector

A high-performance observability data pipeline.