ray alternatives
Open-source alternatives to ray in Vector Databases, Model Training, LLM Frameworks, connected by typed relationships and shared categories - ranked with live GitHub stats, not marketing.
Head-to-head comparisons
Also in the same categories
Tools that solve adjacent problems in ray's categories.
prompts.chat
f/prompts.chat
The world's largest open-source prompt library for AI
transformers
huggingface/transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models
open-webui
open-webui/open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
LLMs-from-scratch
rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch
TradingAgents
TauricResearch/TradingAgents
TradingAgents: Multi-Agents LLM Financial Trading Framework
caveman
JuliusBrussee/caveman
Cuts 65% of tokens in AI coding agent responses.
vllm
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
ragflow
infiniflow/ragflow
RAGFlow: A powerful Retrieval-Augmented Generation with enhanced Agent capabilities in Go
llm-course
mlabonne/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LlamaFactory
hiyouga/LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs
unsloth
unslothai/unsloth
Unsloth Studio is a web UI for training and running open models locally.
headroom
headroomlabs-ai/headroom
Context compression layer for AI agents
