# Langflow | Low Code App Builder For RAG And Multi Agent AI Applications

**URL:** <https://onehack.st/t/langflow-low-code-app-builder-for-rag-and-multi-agent-ai-applications/290849>\
**Category:** Tools & Scripts\
**Tags:** programming, freebies, ai\
**Created:** [September 8, 2024, 7:55pm UTC](https://onehack.st/t/langflow-low-code-app-builder-for-rag-and-multi-agent-ai-applications/290849 "2024-09-08T19:55:00Z")\
**Posts on this page:** 1\
**Page:** 1

<div class="post-metadata">

**Author:** ![TheStrength](https://onehack.st/user_avatar/onehack.st/thestrength/32/46753_2.png) [@TheStrength](https://onehack.st/u/TheStrength)\
**Post date:** [September 8, 2024, 7:55pm UTC](https://onehack.st/t/langflow-low-code-app-builder-for-rag-and-multi-agent-ai-applications/290849/1 "2024-09-08T19:55:00Z")

</div>

# [![Langflow](https://github.com/langflow-ai/langflow/raw/main/docs/static/img/hero.png)](https://www.langflow.org/)

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

[Docs](https://docs.langflow.org/) - [Free Cloud Service](https://astra.datastax.com/signup?type=langflow) - [Self Managed](https://docs.langflow.org/getting-started-installation)

[![README in English](https://camo.githubusercontent.com/7b4d7d7635efe8fb99f1d7d76ac00635e1cc9a591384a404abef3e1e23b93f6d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f456e676c6973682d643964396439)](https://github.com/langflow-ai/langflow/blob/main/README.md) [![README in Portuguese](https://camo.githubusercontent.com/753fab7cf0fdbd760ad2109aff2b9246df2d17894fc6db9e5ae6fdafebaa1336/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f506f72747567756573652d643964396439)](https://github.com/langflow-ai/langflow/blob/main/README.PT.md) [![README in Spanish](https://camo.githubusercontent.com/463f8520c39005de71c77712049091e49024ff4220e2bdbce1c804303c2b0bb9/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5370616e6973682d643964396439)](https://github.com/langflow-ai/langflow/blob/main/README.ES.md) [![README in Simplified Chinese](https://camo.githubusercontent.com/8f15589a114444cac77ce5357c770e152bd2e9deceda4cee7df89c9731863da8/68747470733a2f2f696d672e736869656c64732e696f2f62616467652fe7ae80e4bd93e4b8ade696872d643964396439)](https://github.com/langflow-ai/langflow/blob/main/README.zh_CN.md) [![README in Japanese](https://camo.githubusercontent.com/ea035aa20ea354b2145233d774e13285f2ae9926010e55527fe562c247aca245/68747470733a2f2f696d672e736869656c64732e696f2f62616467652fe697a5e69cace8aa9e2d643964396439)](https://github.com/langflow-ai/langflow/blob/main/README.ja.md) [![README in KOREAN](https://camo.githubusercontent.com/a9ddea687e96c0e46575cb3eaffdfd4ef222153acaaaab3b8f4194555a1eb82f/68747470733a2f2f696d672e736869656c64732e696f2f62616467652fed959ceab5adec96b42d643964396439)](https://github.com/langflow-ai/langflow/blob/main/README.KR.md)

## ✨ 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](https://private-user-images.githubusercontent.com/62335616/360560212-e9c96dc4-47bf-48ab-ad58-e01e038f25e8.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.d-58sBSru56xcynBg4omYDYC7rvQQqFVGGdYTy8uHvo)](https://private-user-images.githubusercontent.com/62335616/360560212-e9c96dc4-47bf-48ab-ad58-e01e038f25e8.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.d-58sBSru56xcynBg4omYDYC7rvQQqFVGGdYTy8uHvo)

## 📦 Quickstart

- **Install with pip** (Python 3.10 or greater):

pip install langflow

- **Cloud:** DataStax Langflow is a hosted environment with zero setup. [Sign up for a free account.](https://astra.datastax.com/signup?type=langflow)
- **Self-managed:** Run Langflow in your environment. [Install Langflow](https://docs.langflow.org/getting-started-installation) to run a local Langflow server, and then use the [Quickstart](https://docs.langflow.org/getting-started-quickstart) guide to create and execute a flow.
- **Hugging Face:** [Clone the space using this link](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) to create a Langflow workspace.

[![Getting Started](https://private-user-images.githubusercontent.com/62335616/356890930-f1adfbe7-3c35-43a4-b265-661f3d4f875f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.fe4JUz5QLoHFDx-zP4iR247O_lXH7IN4Vsk6l2JSw_M)](https://www.youtube.com/watch?v=kinngWhaUKM)

## ⭐ Stay up-to-date

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

[![Star Langflow](https://private-user-images.githubusercontent.com/62335616/355231272-03168b17-a11d-4b2a-b0f7-c1cce69e5a2c.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.fdCIlpe0fvUdQZNYE3rWBah1ej6SkRftBxi8BPr0oZ0)](https://private-user-images.githubusercontent.com/62335616/355231272-03168b17-a11d-4b2a-b0f7-c1cce69e5a2c.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.fdCIlpe0fvUdQZNYE3rWBah1ej6SkRftBxi8BPr0oZ0)

[![Star History Chart](https://camo.githubusercontent.com/58d1efb8328bec76b01ca956be18ea4deee6e00efa24117fb6a97c9a2ddc773f/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d6c616e67666c6f772d61692f6c616e67666c6f7726747970653d54696d656c696e65)](https://star-history.com/#langflow-ai/langflow&Date)

## GitHub:

[https://github.com/langflow-ai/langflow](https://github.com/langflow-ai/langflow)