71 lines
3.8 KiB
Markdown
71 lines
3.8 KiB
Markdown
<!-- markdownlint-disable MD030 -->
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# [](https://www.langflow.org)
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<p align="center" style="font-size: 12px;">
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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.
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</p>
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<p align="center" style="font-size: 12px;">
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<a href="https://docs.langflow.org" style="text-decoration: underline;">Docs</a> -
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<a href="https://astra.datastax.com/signup?type=langflow" style="text-decoration: underline;">Free Cloud Service</a> -
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<a href="https://docs.langflow.org/getting-started-installation" style="text-decoration: underline;">Self Managed</a>
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</p>
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<div align="center">
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<a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
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<a href="./README.PT.md"><img alt="README in Portuguese" src="https://img.shields.io/badge/Portuguese-d9d9d9"></a>
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<a href="./README.ES.md"><img alt="README in Spanish" src="https://img.shields.io/badge/Spanish-d9d9d9"></a>
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<a href="./README.zh_CN.md"><img alt="README in Simplified Chinese" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
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<a href="./README.ja.md"><img alt="README in Japanese" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
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<a href="./README.KR.md"><img alt="README in KOREAN" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
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</div>
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## ✨ Core features
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1. **Python-based** and agnostic to models, APIs, data sources, or databases.
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2. **Visual IDE** for drag-and-drop building and testing of workflows.
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3. **Playground** to immediately test and iterate workflows with step-by-step control.
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4. **Multi-agent** orchestration and conversation management and retrieval.
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5. **Free cloud service** to get started in minutes with no setup.
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6. **Publish as an API** or export as a Python application.
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7. **Observability** with LangSmith, LangFuse, or LangWatch integration.
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8. **Enterprise-grade** security and scalability with free DataStax Langflow cloud service.
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9. **Customize workflows** or create flows entirely just using Python.
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10. **Ecosystem integrations** as reusable components for any model, API or database.
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## 📦 Quickstart
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- **Install with pip** (Python 3.10 or greater):
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```shell
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pip install langflow
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```
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- **Cloud:** DataStax Langflow is a hosted environment with zero setup. [Sign up for a free account.](https://astra.datastax.com/signup?type=langflow)
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- **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.
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- **Hugging Face:** [Clone the space using this link](https://huggingface.co/spaces/Langflow/Langflow?duplicate=true) to create a Langflow workspace.
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[](https://www.youtube.com/watch?v=kinngWhaUKM)
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## ⭐ Stay up-to-date
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Star Langflow on GitHub to be instantly notified of new releases.
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## 👋 Contribute
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We welcome contributions from developers of all levels. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
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---
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[](https://star-history.com/#langflow-ai/langflow&Date)
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## ❤️ Contributors
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[](https://github.com/langflow-ai/langflow/graphs/contributors)
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