Langflow is a powerful tool for building and deploying AI-powered agents and workflows. http://www.langflow.org
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Gabriel Luiz Freitas Almeida 204b4e10e0
refactor: add utility methods for getting display name and improve error messages (#5653)
* feat: add methods to access inputs' and outputs' display_name

- Updated error messages to use display names for inputs and outputs, improving clarity.
- Introduced utility methods for building consistent error messages related to inputs, outputs, and components.
- Added public methods to retrieve user-friendly display names for inputs and outputs.
- Refactored existing error handling to utilize the new messaging methods for better maintainability.

* refactor: enhance error message formatting for inputs, outputs, and components

- Updated error message formatting to place input, output, and component names at the beginning for better visibility, especially when messages are truncated.
- Changed the format of error messages to use square brackets for consistency and improved readability.
- Ensured that utility methods for building error messages maintain a user-friendly approach.

* [autofix.ci] apply automated fixes

---------

Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
2025-01-20 12:53:31 +00:00
.devcontainer ref: improving development environment and instructions (#5180) 2024-12-12 04:01:05 -08:00
.github ci: adds verbosity to the backend unit tests output (#5775) 2025-01-19 23:21:24 +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 refactor: run upgrade in dockerfiles to update dependencies (#5508) 2025-01-02 15:49:41 +00:00
docker_example chore: Use expose instead of ports in docker compose example (#5592) 2025-01-08 16:43:14 +00:00
docs feat: add new model provider Novita AI (#5380) 2025-01-20 12:53:28 +00:00
scripts feat: Bump ruff version to 0.9 (#5666) 2025-01-15 15:14:43 +00:00
src refactor: add utility methods for getting display name and improve error messages (#5653) 2025-01-20 12:53:31 +00:00
test-results feat: Flow's canvas actions design uplift (#4260) 2024-10-31 00:51:33 +00:00
.env.example fixing ThreadingInMemoryCache usage (#2604) 2024-07-10 04:52:37 -07:00
.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 Merge cz/mergeAll to two_edges 2024-06-10 11:31:02 -03:00
.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 ref: improving development environment and instructions (#5180) 2024-12-12 04:01:05 -08:00
DEVELOPMENT.md fix: fix typo Update DEVELOPMENT.md (#5558) 2025-01-20 12:43:29 +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 fix: adjust path to run only unit tests (#5184) 2025-01-08 13:40:08 +00:00
pyproject.toml feat: assistants agent improvements (#5581) 2025-01-16 20:54:34 +00:00
README.ES.md feat: add README.FR.md for French speakers (#5232) 2024-12-12 15:50:59 +00:00
README.FR.md feat: add README.FR.md for French speakers (#5232) 2024-12-12 15:50:59 +00:00
README.ja.md feat: add README.FR.md for French speakers (#5232) 2024-12-12 15:50:59 +00:00
README.KR.md feat: add README.FR.md for French speakers (#5232) 2024-12-12 15:50:59 +00:00
README.md Docs: recommend uv (#5237) 2024-12-12 19:01:16 +00:00
README.PT.md feat: add README.FR.md for French speakers (#5232) 2024-12-12 15:50:59 +00:00
README.zh_CN.md feat: add README.FR.md for French speakers (#5232) 2024-12-12 15:50:59 +00:00
render.yaml docs: fix render deployment and docs (#3309) 2024-08-14 03:45:56 -07:00
uv.lock feat: assistants agent improvements (#5581) 2025-01-16 20:54:34 +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.

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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.

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  • 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

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