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olruasManul from Pathway
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[website] Updating redirects, gitignore, and incorrect links (#8585)
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examples/pipelines/adaptive-rag/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>

examples/pipelines/demo-document-indexing/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>

examples/pipelines/demo-question-answering/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>
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The following example demonstrates how to configure and use the [HybridIndex](https://pathway.com/developers/api-docs/indexing#pathway.stdlib.indexing.HybridIndex) that combines:
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- **`BruteForceKNN`**: A vector-based index leveraging embeddings for semantic similarity search.
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- **[`TantivyBM25`](/developers/api-docs/indexing#pathway.stdlib.indexing.TantivyBM25)**: A text-based index using BM25 for keyword matching.
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- **[`TantivyBM25`](https://pathway.com/developers/api-docs/indexing#pathway.stdlib.indexing.TantivyBM25)**: A text-based index using BM25 for keyword matching.
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```yaml

examples/pipelines/gpt_4o_multimodal_rag/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>

examples/pipelines/private-rag/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>

examples/pipelines/slides_ai_search/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>

examples/pipelines/unstructured_to_sql_on_the_fly/README.md

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<img src="../../../assets/aws-fargate-logo.svg?raw=true" alt="AWS Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/aws-fargate-deploy">Deploy with AWS</a> |
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<img src="../../../assets/azure-logo.svg?raw=true" alt="Azure Logo" height="20" width="20">
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<a href="/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<a href="https://pathway.com/developers/user-guide/deployment/azure-aci-deploy">Deploy with Azure</a> |
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<img src="../../../assets/render.png?raw=true" alt="Render Logo" height="20" width="20">
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<a href="https://pathway.com/developers/user-guide/deployment/render-deploy"> Deploy with Render </a>
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</p>

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