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README.md
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README.md
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<!-- markdownlint-disable MD030 -->
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# ⛓️ Langflow
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# [](https://www.langflow.org)
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<h3>Discover a simpler & smarter way to build around Foundation Models</h3>
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### [Langflow](https://www.langflow.org) is a new, visual way to build, iterate and deploy AI apps.
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[](https://github.com/logspace-ai/langflow/releases)
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[](https://github.com/logspace-ai/langflow/contributors)
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[](https://github.com/logspace-ai/langflow/last-commit)
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[](https://github.com/logspace-ai/langflow/issues)
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[](https://github.com/logspace-ai/langflow/repo-size)
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[](https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/logspace-ai/langflow)
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[](https://opensource.org/licenses/MIT)
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[](https://star-history.com/#logspace-ai/langflow)
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[](https://github.com/logspace-ai/langflow/fork)
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[](https://twitter.com/langflow_ai)
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[](https://discord.com/invite/EqksyE2EX9)
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[](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true)
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[](https://codespaces.new/logspace-ai/langflow)
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# ⚡️ Documentation and Community
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<a href="https://github.com/logspace-ai/langflow">
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<img width="100%" src="https://github.com/logspace-ai/langflow/blob/dev/docs/static/img/new_langflow_demo.gif"></a>
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- [Documentation](https://docs.langflow.org)
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- [Discord](https://discord.com/invite/EqksyE2EX9)
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# 📦 Installation
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### <b>Locally</b>
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Make sure you have Python 3.10 installed on your system.
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You can install Langflow from pip:
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You can install Langflow with pip:
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```shell
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# This installs the package without dependencies for local models
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pip install langflow
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# Make sure you have Python 3.10 installed on your system.
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# Install the pre-release version
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python -m pip install langflow --pre --force-reinstall
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# or stable version
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python -m pip install langflow -U
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```
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To use local models (e.g llama-cpp-python) run:
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```shell
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pip install langflow[local]
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```
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This will install the following dependencies:
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- [CTransformers](https://github.com/marella/ctransformers)
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- [llama-cpp-python](https://github.com/abetlen/llama-cpp-python)
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- [sentence-transformers](https://github.com/UKPLab/sentence-transformers)
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You can still use models from projects like LocalAI, Ollama, LM Studio, Jan and others.
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Next, run:
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Then, run Langflow with:
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```shell
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python -m langflow run
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```
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or
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You can also preview Langflow in [HuggingFace Spaces](https://huggingface.co/spaces/Logspace/Langflow-Preview). [Clone the space using this link](https://huggingface.co/spaces/Logspace/Langflow-Preview?duplicate=true), to create your own Langflow workspace in minutes.
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```shell
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langflow run # or langflow --help
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# 🎨 Creating Flows
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Creating flows with Langflow is easy. Simply drag components from the sidebar onto the canvas and connect them to start building your application.
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Explore by editing prompt parameters, grouping components into a single high-level component, and building your own Custom Components.
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Once you’re done, you can export your flow as a JSON file.
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Load the flow with:
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```python
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from langflow.load import run_flow_from_json
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results = run_flow_from_json("path/to/flow.json", input_value="Hello, World!")
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```
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### HuggingFace Spaces
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You can also check it out on HuggingFace Spaces and run it in your browser for free! [Click here to duplicate the Space](https://huggingface.co/spaces/Langflow/Langflow-Preview?duplicate=true)
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# 🖥️ Command Line Interface (CLI)
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Langflow provides a command-line interface (CLI) for easy management and configuration.
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@ -126,30 +108,10 @@ Alternatively, click the **"Open in Cloud Shell"** button below to launch Google
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<img src="https://render.com/images/deploy-to-render-button.svg" alt="Deploy to Render" />
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</a>
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# 🎨 Creating Flows
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Creating flows with Langflow is easy. Simply drag components from the sidebar onto the canvas and connect them to start building your application.
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Explore by editing prompt parameters, grouping components into a single high-level component, and building your own Custom Components.
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Once you’re done, you can export your flow as a JSON file.
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Load the flow with:
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```python
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from langflow import load_flow_from_json
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flow = load_flow_from_json("path/to/flow.json")
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# Now you can use it
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flow("Hey, have you heard of Langflow?")
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```
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# 👋 Contributing
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We welcome contributions from developers of all levels to our open-source project on GitHub. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
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Join our [Discord](https://discord.com/invite/EqksyE2EX9) server to ask questions, make suggestions, and showcase your projects! 🦾
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---
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[](https://star-history.com/#logspace-ai/langflow&Date)
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