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@@ -19,7 +19,7 @@ You may find all of the assets for this tutorial on [GitHub](https://github.com/
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## Ingredients
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* A [Rust](https://rust-lang.org) toolchain
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* [cargo lambda](cargo-lambda.info) (install via package manager, [download](https://github.com/cargo-lambda/cargo-lambda/releases) binary or `cargo install cargo-lambda`)
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* [cargo lambda](https://cargo-lambda.info) (install via package manager, [download](https://github.com/cargo-lambda/cargo-lambda/releases) binary or `cargo install cargo-lambda`)
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* The [AWS CLI](https://aws.amazon.com/cli)
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* Qdrant instance ([free tier](https://cloud.qdrant.tech) available)
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* An embedding provider service of your choice (see our [integration docs](https://qdrant.tech/documentation/integrations). You may be able to get credits from [AI Grant](https://aigrant.org), also Cohere has a [rate-limited non-commercial free tier](https://cohere.com/pricing))
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