An independent Axum middleware for rate limiting, powered by lazy-limit. It supports IP-based rate limiting, global and route-specific rules, memory management with garbage collection, and seamless…

🪪 User identification, authentication, and authorization for Axum.

The best ChatGPT that $100 can buy.

DigitalOcean Gradient AI Platform SDK

DigitalOcean MCP Server for deploying and managing apps on App Platform

The open LLM Ops platform - Traces, Analytics, Evaluations, Datasets and Prompt Optimization ✨

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Demo application for an event-driven multi-agent system for handling lead processing using an orchestrator built in Flink

A collection of projects, hands-on demos, and best practices built by the DigitalOcean community.

An agent for planning meals for my family.

A curated list of Rust code and resources.

The easiest & fastest way to run customized and fine-tuned LLMs locally or on the edge

MySQLTuner is a script written in Perl that will assist you with your MySQL configuration and make recommendations for increased performance and stability.

Voice Agent Framework for Conversational AI

Open Source framework for voice and multimodal conversational AI

HyperGen - Optimized inference and fine-tuning framework for diffusion (image & video) models. Up to 3x faster & 80% less VRAM.

A high-throughput and memory-efficient inference and serving engine for LLMs

Scalable toolkit for efficient model alignment

Provides end-to-end model development pipelines for LLMs and Multimodal models that can be launched on-prem or cloud-native.

A toolkit for processing speech data and creating speech datasets

The official Python SDK for the ElevenLabs API.

This repository contains tutorials and examples for Triton Inference Server

NVIDIA Riva runnable tutorials

An audio recording helper for React. Provides a component and a hook to help with audio recording.

Riva Python client API and CLI utils

A collection of examples that show how to use CrewAI framework to automate workflows.

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Speech To Speech: an effort for an open-sourced and modular GPT4-o