Langflow is a powerful tool for building and deploying AI-powered agents and workflows. http://www.langflow.org
Find a file
nidhimishra-datastax 102946be72
docs: Adding Best practices for Deploying and Running Langflow in production (#7311)
* Adding Best practices on running Langflow in production

* combine-content

* combine-more-content-and-sidebars

* sidebars

* docs: add deployment guide for Langflow development environment on Kubernetes

- Introduced a new page for deploying the Langflow IDE in a development environment on Kubernetes.
- Updated sidebar to reflect the new deployment guide.
- Adjusted existing documentation links to point to the new development deployment page.

* combine-more-content-and-sidebars

* combine-more-content-and-sidebars

* Enhance docs: Dark mode messaging, fix link, update title, reorder pages

- Enhanced the messages for Dark Mode support
- Fixed broken link in Deployment Docker pointing to Deployment Kubernetes
- Updated title to 'Langflow Architecture and Best Practices' from 'Langflow Best Practices'
- Changed ordering of pages in Deployment Kubernetes section

* Restore missing content

* Cleaning stale changes in sidebars

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com>

* Update docs/docs/Develop/develop-application.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-kubernetes-dev.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-kubernetes-dev.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-kubernetes-dev.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-kubernetes-dev.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-docker.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-kubernetes-prod.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-kubernetes-prod.md

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

* Update docs/docs/Deployment/deployment-prod-best-practices.md

Co-authored-by: Eric Schneider <37347760+eric-schneider@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>

---------

Co-authored-by: Mendon Kissling <59585235+mendonk@users.noreply.github.com>
Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>
Co-authored-by: Eric Schneider <37347760+eric-schneider@users.noreply.github.com>
2025-05-05 21:49:32 +00:00
.devcontainer Fix: CLI Social Links (#7601) 2025-04-12 01:44:59 +00:00
.github chore: Update CI workflow to conditionally run tests based on the presence of a label (#7905) 2025-05-05 17:25:29 -03:00
.vscode chore: Add backend installation tasks to VSCode configuration (#4335) 2024-10-31 14:51:01 +00:00
deploy feat: adds file management feature under feature flag, adds file dialog, adds files page (#6134) 2025-03-18 02:32:55 +00:00
docker fix: Adding Node to Dockerfile (#7735) 2025-04-22 21:32:27 +00:00
docker_example fix: adjust LANGFLOW_CONFIG_DIR to prevent permission error (#6095) 2025-02-05 20:54:36 +00:00
docs docs: Adding Best practices for Deploying and Running Langflow in production (#7311) 2025-05-05 21:49:32 +00:00
scripts fix: aws docker file is now in different place (#6706) 2025-02-19 14:22:58 +00:00
src fix: re-add name and description editing on tool mode except for Composio, fix MCP server code (#7901) 2025-05-05 21:20:19 +00:00
test-results feat: Flow's canvas actions design uplift (#4260) 2024-10-31 00:51:33 +00:00
.composio.lock feat: Composio Component Upgrade (#6905) 2025-03-29 10:12:51 +00:00
.env.example feat: add retry on database connection (#5772) 2025-01-21 20:41:17 +00:00
.eslintrc.json 🔧 (.pre-commit-config.yaml): Add eslint@9.1.1 as a dependency and enable autofix for pretty-format-json hook 2024-05-02 19:27:40 -03:00
.gitattributes feat: voice mode (#4642) 2025-03-20 00:05:55 +00:00
.gitignore feat: voice mode (#4642) 2025-03-20 00:05:55 +00:00
.pre-commit-config.yaml feat: return variable value if it is a generic variable (#5366) 2024-12-19 17:04:00 +00:00
CODE_OF_CONDUCT.md run codespell 2024-06-04 09:26:13 -03:00
CONTRIBUTING.md fix: fix typo in CONTRIBUTING.md (#5556) 2025-01-20 12:59:56 +00:00
DEVELOPMENT.md Fix: CLI Social Links (#7601) 2025-04-12 01:44:59 +00:00
eslint.config.js 🔧 (.pre-commit-config.yaml): Add eslint@9.1.1 as a dependency and enable autofix for pretty-format-json hook 2024-05-02 19:27:40 -03:00
LICENSE Update organization name and URLs in configuration files 2024-04-18 11:58:19 -03:00
Makefile chore: Update Makefile to include PostgreSQL in backend installation (#7561) 2025-04-10 17:23:24 +00:00
pyproject.toml chore: Bump version numbers for langflow and langflow-base to 1.4.0 and 0.4.0 respectively (#7867) 2025-05-02 18:07:04 +00:00
README.md docs: adds Discord server reference in README (#7902) 2025-05-05 19:01:10 +00:00
render.yaml docs: fix render deployment and docs (#3309) 2024-08-14 03:45:56 -07:00
uv.lock chore: Upgrade codeflash to v0.12.0 (#7752) 2025-05-05 21:17:17 +00:00

Langflow logo

Release Notes PyPI - License PyPI - Downloads GitHub star chart Open Issues Twitter YouTube Channel Discord Server

Langflow is a powerful tool for building and deploying AI-powered agents and workflows. It provides developers with both a visual authoring experience and a built-in API server that turns every agent into an API endpoint 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

  1. Visual Builder to get started quickly and iterate.
  2. Access to Code so developers can tweak any component using Python.
  3. Playground to immediately test and iterate on their flows with step-by-step control.
  4. Multi-agent orchestration and conversation management and retrieval.
  5. Deploy as an API or export as JSON for Python apps.
  6. Observability with LangSmith, LangFuse and other integrations.
  7. Enterprise-ready security and scalability.

Quickstart

Langflow works with Python 3.10 to 3.13.

Install with uv (recommended)

uv pip install langflow

Install with pip

pip install langflow

📦 Deployment

Self-managed

Langflow is completely open source and you can deploy it to all major deployment clouds. Follow this guide to learn how to use Docker to deploy Langflow.

Fully-managed by DataStax

DataStax Langflow is a full-managed environment with zero setup. Developers can sign up for a free account to get started.

Stay up-to-date

Star Langflow on GitHub to be instantly notified of new releases.

Star Langflow

👋 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.


Star History Chart

❤️ Contributors

langflow contributors