Automation
airbyte
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
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View guide →FlowGram is an extensible workflow development framework with built-in canvas, form, variable, and materials that helps developers build AI workflow platform…
flowgram.ai is an open-source automation project by bytedance (bytedance/flowgram.ai on GitHub). It has 8,479 GitHub stars and 775 forks, is released under the MIT license, and was last updated on GitHub on 30 September 2026.
Link the services you already use through built-in integrations or generic webhooks and API calls.
Drag triggers and actions onto a canvas: when this happens, do that.
Branch on conditions, loop over items, or pipe steps through language models.
Turn the workflow on and watch executions in the run history.
Designed to run unattended: triggers, schedules, and webhooks.
Call LLMs mid-workflow for decisions and extraction.
Credentials and execution data stay on your infrastructure.
Prebuilt connectors plus HTTP, webhooks, and database nodes.
Design automations on a canvas instead of writing glue code.
Retries, fallbacks, and alerts when steps fail.
Download the source and move into the project folder.
git clone https://github.com/bytedance/flowgram.ai.git
cd flowgram.aiEvery project documents its own setup; start with install requirements.
cat README.md | head -60Follow the project's launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch commandIt is an open-source project at bytedance/flowgram.ai with 775 forks. Check the repo's contributors and recent commits to see how active maintenance is.
MIT licensed — use it commercially, no strings attached.
Same idea, but self-hosted with no per-task pricing.
Most flows are visual; light expressions help for advanced logic.
The core software is open-source and free to self-host; managed clouds exist if you prefer.
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
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Workflow platform for running anything from a single LLM to complex AI chains.
Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine…
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
The most-starred other Automation projects in the LibreAI catalogue — the realistic shortlist if flowgram.ai is not the right fit.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+…
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Create agents that monitor and act on your behalf. Your agents are standing by!
Free and open — grab the source, star the repo, and start creating.