* other methods are supported by the multimap and its views. When adding a key that doesn't
   * satisfy the predicate, the multimap's {@code put()}, {@code putAll()}, and {@code
   * replaceValues()} methods throw an {@link IllegalArgumentException}.
   *
   * <p>When methods such as {@code removeAll()} and {@code clear()} are called on the filtered

   * other methods are supported by the multimap and its views. When adding a key that doesn't
   * satisfy the predicate, the multimap's {@code put()}, {@code putAll()}, and {@code
   * replaceValues()} methods throw an {@link IllegalArgumentException}.
   *
   * <p>When methods such as {@code removeAll()} and {@code clear()} are called on the filtered

    private final CoreExtension extension;

    public ExtensionResolutionException(CoreExtension extension, Throwable cause) {
        super(
                "Extension " + extension.getId() + " or one of its dependencies could not be resolved: "
                        + cause.getMessage(),
                cause);
        this.extension = extension;
    }

    /**

 *
 * Note that the state progression is independent for each peer. Arriving at a gracefully-closed
 * state indicates that a peer has sent all of its outgoing messages and received all of its
 * incoming messages. But it does not guarantee that the other peer will successfully receive all of
 * its incoming messages.
 *
 * ## Message Queue
 *
 * Messages enqueued with [send] are buffered in an outgoing message queue. This queue has a 16 MiB

            makeSMBKey(key, key8);
            setKey(key8);
        } else {
            setKey(key);
        }
    }

    /**
     * Converts a 7-byte SMB key to an 8-byte DES key with parity bits
     * @param key7 the 7-byte SMB key
     * @param key8 the output 8-byte DES key
     */
    public static void makeSMBKey(final byte[] key7, final byte[] key8) {

        int i;

Remember I told you before that `Annotated` can be used to add metadata to your parameters in the [Python Types Intro](../python-types.md#type-hints-with-metadata-annotations)?

Now it's the time to use it with FastAPI. 🚀

We had this type annotation:

```Python
q: str | None = None
```

What we will do is wrap that with `Annotated`, so it becomes:

# SDK の生成 { #generating-sdks }

**FastAPI** は **OpenAPI** 仕様に基づいているため、その API は多くのツールが理解できる標準形式で記述できます。

これにより、最新の**ドキュメント**、複数言語のクライアントライブラリ（<abbr title="Software Development Kits - ソフトウェア開発キット">**SDKs**</abbr>）、そしてコードと同期し続ける**テスト**や**自動化ワークフロー**を容易に生成できます。

本ガイドでは、FastAPI バックエンド向けの **TypeScript SDK** を生成する方法を説明します。

## オープンソースの SDK ジェネレータ { #open-source-sdk-generators }

     * and then. This means that we're silently swallowing an exception -- maybe even an Error. But
     * this is no worse than what FutureTask does in that situation. Additionally, because the
     * Future was cancelled, its listeners have been run, so its consumers will not hang.
     *
     * Contrast this to the situation we have if setResult() throws, a situation described below.
     */
    I sourceResult;
    try {

    }

    @Test
    public void test_addHistoryWithBudget_multipleTurns_budgetTight() {
        // 3 turns: turn0(Q1+A1=10), turn1(Q2+A2=10), turn2(Q3+A3=10)
        // Budget=25: turn2(10) fits (remaining=15), turn1(10) fits (remaining=5), turn0(10) doesn't
        final List<LlmMessage> history = new ArrayList<>();
        history.add(LlmMessage.user("QQQQQ")); // 5
        history.add(LlmMessage.assistant("AAAAA")); // 5

Morty: (rubs his eyes) What, Rick? What's going on?
Rick: I got a surprise for you, Morty.
Morty: It's the middle of the night. What are you talking about?
Rick: (spills alcohol on Morty's bed) Come on, I got a surprise for you. (drags Morty by the ankle) Come on, hurry up. (pulls Morty out of his bed and into the hall)
Morty: Ow! Ow! You're tugging me too hard!