LLMOps Open Source Tools

InAI & Machine Learning

Self-evolution engine that turns prompt tweaks into assets

• 8,686 GitHub stars
• GPL-3.0Licence GPL-3.0
• #AI Agents

Alternative toOpenAI

Permissive open LLaMA reproduction in 3B, 7B, and 13B parameters

• 7,528 GitHub stars
• Apache-2.0Licence Apache-2.0
• #LLM

Alternative toDatabricks (with MosaicML)

EleutherAI's framework for training LLMs at research scale

• 7,473 GitHub stars
• Apache-2.0Licence Apache-2.0
• #LLM

Alternative toConductor

Local-first workspace for parallel research agents and experiments.

• 7,423 GitHub stars
• MITLicence MIT
• #AI Agents

Alternative toArize AI

Monitor LLM spend and catch prompt anomalies in production

• 6,228 GitHub stars
• Apache-2.0Licence Apache-2.0
• #LLMOps

Alternative toKimi Work

Local-first AI agent workspace with append-only execution logs

• 5,859 GitHub stars
• Apache-2.0Licence Apache-2.0
• #AI Agents

Alternative toGoogle Gemini Enterprise Agent Platform

Agentic AI framework for the JVM

• 4,524 GitHub stars
• Apache-2.0Licence Apache-2.0
• #AI Agents

Alternative toDatabricks

Apache 2.0 LLM fine-tuning toolkit for Llama and Mistral on GPU

• 4,443 GitHub stars
• Apache-2.0Licence Apache-2.0
• #LLM

Alternative toMem0

Give your LLM agents persistent memory across every conversation

• 3,663 GitHub stars
• Apache-2.0Licence Apache-2.0
• #AI Agents

Alternative toGoogle Cloud Composer

Build reproducible Python data pipelines with DAG orchestration

• 3,620 GitHub stars
• Apache-2.0Licence Apache-2.0