* @author Nishant Thakkar
 * @author Sven Mawson
 * @since 1.0
 */
@GwtCompatible
public final class Futures extends GwtFuturesCatchingSpecialization {

  // A note on memory visibility.
  // Many of the utilities in this class (transform, withFallback, withTimeout, asList, combine)
  // have two requirements that significantly complicate their design.
  // 1. Cancellation should propagate from the returned future to the input future(s).

            logger.warn("[RAG:ANSWER] History truncated to fit context window. originalSize={}, budgetChars={}", history.size(),
                    budgetChars);
        }
    }

    // --- JSON parsing utilities ---

    /**
     * Parses the LLM response and extracts intent detection result.
     *
     * @param response the JSON response from LLM
     * @param userMessage the original user message

    *   Dynamic provisioning is not supported with this feature yet.
*   [alpha] Containerized mount utilities
    *   Allow mount utilities, used to mount volumes, to run inside a container instead of on the host.
*   Bug Fixes

_clearfix.scss","../../scss/_spinners.scss","../../scss/utilities/_align.scss","../../scss/mixins/_background-variant.scss","../../scss/utilities/_background.scss","../../scss/utilities/_borders.scss","../../scss/utilities/_display.scss","../../scss/utilities/_embed.scss","../../scss/utilities/_flex.scss","../../scss/utilities/_float.scss","../../scss/utilities/_interactions.scss","../../scss/utilities/_overflow.scss","../../scss/utilities/_position.scss","../../scss/utilities/_screenreaders.scs...

{* ../../docs_src/bigger_applications/app_an_py310/dependencies.py hl[3,6:8] title["app/dependencies.py"] *}

/// tip | 豆知識

この例を簡単にするために架空のヘッダーを使っています。

しかし実際には、組み込みの [Security utilities](security/index.md) を使う方が良い結果になります。

///

## 別モジュールでの `APIRouter` { #another-module-with-apirouter }

アプリケーションの「items」を扱うエンドポイントが `app/routers/items.py` のモジュールにあるとします。

次の *path operations* があります:

- The `Dockerfile` for the kubectl image has been updated with the addition of a specific base image and essential utilities (bash and jq). ([#119592](https://github.com/kubernetes/kubernetes/pull/119592), [@rayandas](https://github.com/rayandas))

## Keras

 Keras is a framework built on top of the TensorFlow. See more details on the Keras [website](https://keras.io/).

### Breaking Changes


`tf.keras`:

	quarkus/test-framework/junit5-internal/pom.xml
	quarkus/test-framework/security/pom.xml
quarkus/extensions/grpc/codegen/pom.xml
	quarkus/core/deployment/pom.xml
	quarkus/independent-projects/tools/utilities/pom.xml
	quarkus/extensions/grpc/protoc/pom.xml
quarkus/integration-tests/elytron-resteasy-reactive/pom.xml
	quarkus/extensions/elytron-security-properties-file/runtime/pom.xml

- Kubeadm: move the BootstrapToken* API and related utilities from v1beta3 to a separate API group/version - bootstraptoken/v1. ([#102964](https://github.com/kubernetes/kubernetes/pull/102964), [@neolit123](https://github.com/neolit123)) [SIG Cluster Lifecycle]

* Pre-existing log files are now opened with O_APPEND, instead of O_TRUNC. This helps prevent losing logs when components crash-loop, and also enables external log rotation utilities to truncate log files in-place without components extending log files to their pre-truncation sizes on subsequent writes. ([#74837](https://github.com/kubernetes/kubernetes/pull/74837), [@mtaufen](https://github.com/mtaufen))