3 Best Open Source Vertex AI Alternatives
A curated collection of the 3 best open source and self-hosted alternatives to Vertex AI in 2026.
Looking for a free, privacy-friendly, or self-hosted replacement for Vertex AI in 2026? The top open-source alternative is Dify — Visual platform for building agentic workflows, RAG pipelines, and LLM-powered apps. Supports hundreds of models, MCP integration, and self-hosted deployment..
Other highly rated open-source Vertex AI alternatives include Mem0 and Beam.
Visual platform for building agentic workflows, RAG pipelines, and LLM-powered apps. Supports hundreds of models, MCP integration, and self-hosted deployment.
Visual platform for building agentic workflows, RAG pipelines, and LLM-powered apps. Supports hundreds of models, MCP integration, and self-hosted deployment.
Adds persistent, searchable memory to AI agents and apps, so they remember user preferences and past interactions across sessions without pipeline changes.
Adds persistent, searchable memory to AI agents and apps, so they remember user preferences and past interactions across sessions without pipeline changes.
Run GPU inference, task queues, and sandboxes on serverless infrastructure with sub-second cold starts, autoscaling, and support for your own AWS, GCP, or bare metal.
Run GPU inference, task queues, and sandboxes on serverless infrastructure with sub-second cold starts, autoscaling, and support for your own AWS, GCP, or bare metal.
About Vertex AI
A managed machine learning service that allows users to build, train, and deploy machine learning models at scale.