Dify
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Dify is open-source, self-hosted or cloud, with a visual workflow builder that connects language models, retrieval pipelines, and tool calls. The community is active (148,000+ GitHub stars) and the codebase is permissively licensed, so you own the builder and can run it anywhere. It's built for both chatbots and broader LLM applications.
Strong for developers and AI teams who want to escape vendor lock-in or need to run locally. The open architecture means less hand-holding than commercial platforms, but more control and transparency about what's happening with your data.