docs: update readme about jcloud deployment
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README.md
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README.md
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@ -46,13 +46,56 @@ Alternatively, click the **"Open in Cloud Shell"** button below to launch Google
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[](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/logspace-ai/langflow&working_dir=scripts&shellonly=true&tutorial=walkthroughtutorial_spot.md)
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### Deploy Langflow on Google Cloud Platform
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### Deploy Langflow on [Jina AI Cloud](https://github.com/jina-ai/langchain-serve)
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Follow our step-by-step guide to deploy Langflow on Google Cloud Platform (GCP) using Google Cloud Shell. The guide is available in the [**Langflow in Google Cloud Platform**](GCP_DEPLOYMENT.md) document.
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Langflow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.
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Alternatively, click the **"Open in Cloud Shell"** button below to launch Google Cloud Shell, clone the Langflow repository, and start an **interactive tutorial** that will guide you through the process of setting up the necessary resources and deploying Langflow on your GCP project.
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Start by installing `langchain-serve` with `pip install -U langchain-serve`. Then, run:
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[](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/genome21/langflow&working_dir=scripts&shellonly=true&tutorial=walkthroughtutorial_spot.md)
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```bash
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langflow jcloud
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```
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```text
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🎉 Langflow server successfully deployed on Jina AI Cloud 🎉
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🔗 Click on the link to open the server (please allow ~1-2 minutes for the server to startup): https://<your-app>.wolf.jina.ai/
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📖 Read more about managing the server: https://github.com/jina-ai/langchain-serve
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```
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<details>
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<summary>Show complete (example) output</summary>
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```text
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🚀 Deploying Langflow server on Jina AI Cloud
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╭───────────────────────── 🎉 Flow is available! ──────────────────────────╮
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│ │
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│ ID langflow-e3dd8820ec │
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│ Gateway (Websocket) wss://langflow-e3dd8820ec.wolf.jina.ai │
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│ Dashboard https://dashboard.wolf.jina.ai/flow/e3dd8820ec │
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│ │
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╰──────────────────────────────────────────────────────────────────────────╯
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╭──────────────┬──────────────────────────────────────────────────────────────────────────────╮
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│ App ID │ langflow-e3dd8820ec │
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├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
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│ Phase │ Serving │
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├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
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│ Endpoint │ wss://langflow-e3dd8820ec.wolf.jina.ai │
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├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
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│ App logs │ dashboards.wolf.jina.ai │
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├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
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│ Swagger UI │ https://langflow-e3dd8820ec.wolf.jina.ai/docs │
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├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
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│ OpenAPI JSON │ https://langflow-e3dd8820ec.wolf.jina.ai/openapi.json │
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╰──────────────┴──────────────────────────────────────────────────────────────────────────────╯
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🎉 Langflow server successfully deployed on Jina AI Cloud 🎉
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🔗 Click on the link to open the server (please allow ~1-2 minutes for the server to startup): https://langflow-e3dd8820ec.wolf.jina.ai/
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📖 Read more about managing the server: https://github.com/jina-ai/langchain-serve
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```
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</details>
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> Read more about customization, cost, and management of Langflow on Jina AI Cloud in the **[langchain-serve](https://github.com/jina-ai/langchain-serve)** repository.
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## 🎨 Creating Flows
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