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Fix broken blog link (#1088)
* fix links * add docusaurus redirect
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website/docs/components/vectors/index.md

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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/2025/amazon-s3-vectors-with-spice) engineering blog post.
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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/amazon-s3-vectors-with-spice) engineering blog post.
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Data sourced by Data Connectors with vector embedding columns can be indexed and efficiently searched using a vector engine.
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website/docs/components/vectors/s3_vectors.md

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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/2025/amazon-s3-vectors-with-spice) engineering blog post.
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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/amazon-s3-vectors-with-spice) engineering blog post.
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To use Amazon S3 Vectors as a Vector Engine, specify `s3_vectors` as the `engine`, and configure the associated location and AWS credentials.
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website/docs/features/search/index.md

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import DocCardList from '@theme/DocCardList';
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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/2025/amazon-s3-vectors-with-spice) engineering blog post.
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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/amazon-s3-vectors-with-spice) engineering blog post.
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Spice provides advanced search capabilities that go beyond standard SQL queries, offering both traditional SQL search patterns, semantic (vector-based) search, and full text search functionality.
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website/docs/features/search/vector-search.md

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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/2025/amazon-s3-vectors-with-spice) engineering blog post.
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> 🎓 Learn how it works with the [Amazon S3 Vectors with Spice](https://spiceai.org/blog/amazon-s3-vectors-with-spice) engineering blog post.
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Spice provides advanced vector-based search capabilities, enabling more nuanced and intelligent searches. The runtime supports both:
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website/docusaurus.config.ts

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from: '/query-federation',
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to: '/docs/features/query-federation'
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},
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{
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from: '/blog/2025/amazon-s3-vectors-with-spice',
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to: '/blog/amazon-s3-vectors-with-spice'
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},
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{
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from: '/federated-queries',
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to: '/docs/features/query-federation'

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