f8d8ff4599
* reorg pt 1 * nav reorg pt 2 * update sidebar ad * resolve comments and combine app pages * playground and voice mode rewrite * fix link * add separate bundle pages * add new pages to sidebar * working on bundles * moving content to new bundle pages * move some sidebar items * fix build * nav labels * small edits * Working on helpers * core components work * wrapping up some more agent duplication * aligning file management * webhooks and file management * data components * address vector store and some legacy components * finish logic params * some work on processors * remove unneeded pages and tidy some llm info * progress on bundles pt 1 * bundles pt 2 * bundles pt 3 * finish looking at integrations * it is done * fix errors * coderabbit and typos * coderabbit pt 2 * resolving mcs pt 1 * separate agents and mcp * still working on some memory stuff * finish message history alignment * incorporate PR 9138 * missed a link * file management ui * align w ui pr * Apply suggestions from code review * memory edits after discussion
Caution
Users must update to Langflow >= 1.3 to protect against CVE-2025-3248.
Langflow is a powerful tool for building and deploying AI-powered agents and workflows. It provides developers with both a visual authoring experience and built-in API and MCP servers that turn every workflow into a tool that can be integrated into applications built on any framework or stack. Langflow comes with batteries included and supports all major LLMs, vector databases and a growing library of AI tools.
✨ Highlight features
- Visual builder interface to quickly get started and iterate .
- Source code access lets you customize any component using Python.
- Interactive playground to immediately test and refine your flows with step-by-step control.
- Multi-agent orchestration with conversation management and retrieval.
- Deploy as an API or export as JSON for Python apps.
- Deploy as an MCP server and turn your flows into tools for MCP clients.
- Observability with LangSmith, LangFuse and other integrations.
- Enterprise-ready security and scalability.
⚡️ Quickstart
Langflow requires Python 3.10 to 3.13 and uv.
- To install Langflow, run:
uv pip install langflow -U
- To run Langflow, run:
uv run langflow run
- Go to the default Langflow URL at
http://127.0.0.1:7860.
For more information about installing Langflow, including Docker and Desktop options, see Install Langflow.
📦 Deployment
Langflow is completely open source and you can deploy it to all major deployment clouds. To learn how to use Docker to deploy Langflow, see the Docker deployment guide.
⭐ Stay up-to-date
Star Langflow on GitHub to be instantly notified of new releases.
👋 Contribute
We welcome contributions from developers of all levels. If you'd like to contribute, please check our contributing guidelines and help make Langflow more accessible.