Langflow is a powerful tool for building and deploying AI-powered agents and workflows. http://www.langflow.org
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Mendon Kissling 2bbb0f5838
docs: clean up and test deployment documentation (#6029)
* docs: correct spelling and formatting in Docker deployment guide

* HuggingFace Spaces deployment documentation

* docs: simplify introduction for HuggingFace Spaces deployment guide

* docs: Update Kubernetes deployment documentation with comprehensive improvements

- Enhance Langflow Kubernetes deployment guide with clearer instructions
- Improve formatting, add more precise configuration examples
- Update service names, port forwarding, and scaling configuration details
- Add more explicit links to Helm chart repositories and values files
- Clarify runtime and IDE deployment sections with better explanations

* docs: Add Docker flow packaging guide and enhance deployment documentation

- Introduce new section on packaging Langflow flows as Docker images
- Provide step-by-step instructions for creating custom Docker images with flows
- Include example commands for building, running, and pushing Docker images
- Minor formatting and clarity improvements to existing Docker deployment guide

* docs: Refine Kubernetes and Docker deployment documentation

- Streamline Docker and Kubernetes deployment guides
- Improve clarity and conciseness of instructions
- Add more precise examples for deploying Langflow with custom images
- Enhance secret configuration and flow deployment explanations
- Simplify formatting and remove redundant text

* docs: Minor text refinements in Kubernetes and Docker deployment documentation

- Update link text for Langflow runtime deployment
- Correct capitalization and minor typos in deployment guides
- Improve clarity of deployment section descriptions

* revert-lockfiles

* Revert "HuggingFace Spaces deployment documentation"

This reverts commit 2943deb1e0964a05c6909d6e1afdf8bddf7173fb.

* Remove lockfiles from PR

* Apply suggestions from code review

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

* docs: Standardize deployment documentation titles

* code-review

* docs: Refactor deployment documentation for clarity and conciseness

* shorten-nav-titles

* code-review-and-cleanup

* Apply suggestions from code review

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

* service

* gcp

* hf-spaces

* railway-and-render

* kubernetes

* Apply suggestions from code review

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

* remove-extra-heading

* Apply suggestions from code review

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

---------

Co-authored-by: KimberlyFields <46325568+KimberlyFields@users.noreply.github.com>
2025-02-26 21:21:14 +00:00
.devcontainer ref: improving development environment and instructions (#5180) 2024-12-12 04:01:05 -08:00
.github build: Bump ruff version to 0.9.7 (#6614) 2025-02-26 20:36:36 +00:00
.vscode chore: Add backend installation tasks to VSCode configuration (#4335) 2024-10-31 14:51:01 +00:00
deploy fix: fix docker compose and add instructions (#2654) 2024-07-12 09:27:13 -07:00
docker feat: add nvidia ingest component (#6333) 2025-02-20 19:26:03 +00:00
docker_example fix: adjust LANGFLOW_CONFIG_DIR to prevent permission error (#6095) 2025-02-05 20:54:36 +00:00
docs docs: clean up and test deployment documentation (#6029) 2025-02-26 21:21:14 +00:00
scripts fix: aws docker file is now in different place (#6706) 2025-02-19 14:22:58 +00:00
src fix: changed stop build icon on components (#6817) 2025-02-26 21:18:49 +00:00
test-results feat: Flow's canvas actions design uplift (#4260) 2024-10-31 00:51:33 +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 Fix: Reset Edge Update Tracking Before Success Message in UpdateAllComponents (#6797) 2025-02-24 23:04:59 +00:00
.gitignore refactor: Improve error messaging for missing message fields in memory module (#4779) 2024-11-23 13:04:20 +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 feat: Use pyproject standardized dependency-groups (#6689) 2025-02-20 20:19:45 +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 build: Bump ruff version to 0.9.7 (#6614) 2025-02-26 20:36:36 +00:00
pyproject.toml build: Bump ruff version to 0.9.7 (#6614) 2025-02-26 20:36:36 +00:00
README.ES.md docs: Added a link to the Russian README. (#6306) 2025-02-17 12:32:44 +00:00
README.FR.md docs: Fix incorrect article form in French text Update README.FR.md (#5858) 2025-01-22 17:47:21 +00:00
README.ja.md docs: Added a link to the Russian README. (#6306) 2025-02-17 12:32:44 +00:00
README.KR.md docs: Added a link to the Russian README. (#6306) 2025-02-17 12:32:44 +00:00
README.md docs: Added a link to the Russian README. (#6306) 2025-02-17 12:32:44 +00:00
README.PT.md docs: Added a link to the Russian README. (#6306) 2025-02-17 12:32:44 +00:00
README.RU.md docs: Added a Proper Russian README Translation Create README.RU.md (#6303) 2025-02-17 12:15:05 +00:00
README.zh_CN.md docs: Added a link to the Russian README. (#6306) 2025-02-17 12:32:44 +00:00
render.yaml docs: fix render deployment and docs (#3309) 2024-08-14 03:45:56 -07:00
uv.lock build: Bump ruff version to 0.9.7 (#6614) 2025-02-26 20:36:36 +00:00

Langflow

Langflow is a low-code app builder for RAG and multi-agent AI applications. Its Python-based and agnostic to any model, API, or database.

Docs - Free Cloud Service - Self Managed

README in English README in Portuguese README in Spanish README in Simplified Chinese README in Japanese README in KOREAN README in French README in Russian

Core features

  1. Python-based and agnostic to models, APIs, data sources, or databases.
  2. Visual IDE for drag-and-drop building and testing of workflows.
  3. Playground to immediately test and iterate workflows with step-by-step control.
  4. Multi-agent orchestration and conversation management and retrieval.
  5. Free cloud service to get started in minutes with no setup.
  6. Publish as an API or export as a Python application.
  7. Observability with LangSmith, LangFuse, or LangWatch integration.
  8. Enterprise-grade security and scalability with free DataStax Langflow cloud service.
  9. Customize workflows or create flows entirely just using Python.
  10. Ecosystem integrations as reusable components for any model, API or database.

Integrations

📦 Quickstart

  • Install with uv (recommended) (Python 3.10 to 3.12):
uv pip install langflow
  • Install with pip (Python 3.10 to 3.12):
pip install langflow

Getting Started

Stay up-to-date

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

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👋 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.


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❤️ Contributors

langflow contributors