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upstash

Upstash サーバーレスデータプラットフォーム (マネージド SaaS の JS SDK)。

@upstash/redis (REST, pipelining, transactions, JSON, Redis Search, VECTOR/Array/Functions コマンド)、 @upstash/ratelimit (Fixed/Sliding Window, Token Bucket, blockUntilReady)、 QStash (publishJSON, schedules, queues, URL Groups, flow-control, DLQ)、 @upstash/vector (upsert, query, ANN, namespace, hybrid/sparse index, embedding models, reranking)、 @upstash/workflow (serve, durable execution, context.run/sleep/call/invoke, waitForEvent, parallel steps, agents)、 Upstash Search (@upstash/search, search, upsert, fetch, range, filtering, reranking, algorithm)、 @upstash/box (サンドボックス, filesystem, git, CDP, browser, network policy, snapshots, custom harness)、 upstash CLI。

Rust 製 fandhe-db とは別。

The English summary is being prepared. Showing the original description.

Works withRedis
See how to install

Files included (200)

  • SKILL.md12.9 KB
  • references/box/agent.md3.4 KB
  • references/box/attach-headers.md2.0 KB
  • references/box/browser-ai-actions.md3.3 KB
  • references/box/browser-connect.md2.2 KB
  • references/box/browser-cookbook.md3.2 KB
  • references/box/browser-live-view.md1.2 KB
  • references/box/browser-overview.md2.0 KB
  • references/box/browser-reading-pages.md1.8 KB
  • references/box/browser-recordings.md3.2 KB
  • references/box/browser-tabs.md2.0 KB
  • references/box/custom-agent.md3.6 KB
  • references/box/custom-harness-examples.md4.4 KB
  • references/box/ephemeral-box.md2.7 KB
  • references/box/filesystem.md3.7 KB
  • references/box/git.md3.1 KB
  • references/box/guides-ai-sdk-code-interpreter.md7.3 KB
  • references/box/guides-browser-use.md2.5 KB
  • references/box/guides-claude-managed-agents.md3.0 KB
  • references/box/guides-code-review-agent.md1.8 KB
  • references/box/guides-copilotkit.md3.6 KB
  • references/box/guides-crabbox-setup.md1.9 KB
  • references/box/guides-eve-setup.md3.4 KB
  • references/box/guides-herdr-setup.md2.5 KB
  • references/box/guides-hermes-setup.md964 B
  • references/box/guides-langchain-deep-agents.md2.5 KB
  • references/box/guides-nextjs-setup.md1.5 KB
  • references/box/guides-openai-agents-api.md2.8 KB
  • references/box/guides-openclaw-setup.md1.5 KB
  • references/box/guides-pi-setup.md2.0 KB
  • references/box/guides-remote-development.md1017 B
  • references/box/guides-t3-code-setup.md2.1 KB
  • references/box/guides-tanstack-ai-file-editor.md6.9 KB
  • references/box/guides-web-scraping-playwright.md5.6 KB
  • references/box/how-it-works.md3.3 KB
  • references/box/keep-alive.md1.8 KB
  • references/box/live-sessions.md3.3 KB
  • references/box/network-policy.md1.9 KB
  • references/box/preview.md2.8 KB
  • references/box/quickstart.md3.2 KB
  • references/box/README.md11.2 KB
  • references/box/schedules.md2.8 KB
  • references/box/security.md1.9 KB
  • references/box/shell.md2.6 KB
  • references/box/snapshots.md2.1 KB
  • references/qstash/batch.md1.3 KB
  • references/qstash/bulk-actions.md1.5 KB
  • references/qstash/callbacks.md2.2 KB
  • references/qstash/deduplication.md1.4 KB
  • references/qstash/delay.md1.5 KB
  • references/qstash/dlq.md2.1 KB
  • references/qstash/flow-control.md5.2 KB
  • references/qstash/local-development.md3.3 KB
  • references/qstash/logs.md2.6 KB
  • references/qstash/messages.md2.5 KB
  • references/qstash/multi-region.md2.8 KB
  • references/qstash/overview.md1.3 KB
  • references/qstash/publish.md2.5 KB
  • references/qstash/python-sdk.md2.9 KB
  • references/qstash/queues.md1.8 KB
  • references/qstash/README.md4.0 KB
  • references/qstash/receiver.md2.2 KB
  • references/qstash/redact-fields.md2.0 KB
  • references/qstash/retry.md2.9 KB
  • references/qstash/schedules.md1.9 KB
  • references/qstash/url-groups.md2.0 KB
  • references/ratelimit/algorithms.md2.5 KB
  • references/ratelimit/costs.md1.6 KB
  • references/ratelimit/features.md3.2 KB
  • references/ratelimit/integrations-strapi.md2.5 KB
  • references/ratelimit/methods.md3.3 KB
  • references/ratelimit/overview.md2.2 KB
  • references/ratelimit/python-sdk.md4.3 KB
  • references/ratelimit/README.md1.2 KB
  • references/ratelimit/traffic-protection.md2.1 KB
  • references/redis/commands-array.md6.2 KB
  • references/redis/commands-functions.md5.7 KB
  • references/redis/commands-generic.md2.0 KB
  • references/redis/commands-hash.md5.4 KB
  • references/redis/commands-json.md1.7 KB
  • references/redis/commands-list.md1.6 KB
  • references/redis/commands-set.md1.7 KB
  • references/redis/commands-string.md2.1 KB
  • references/redis/commands-vector.md4.5 KB
  • references/redis/commands-zset.md2.3 KB
  • references/redis/compatibility.md3.9 KB
  • references/redis/connection-auth.md1.7 KB
  • references/redis/deployment.md1.6 KB
  • references/redis/durability.md847 B
  • references/redis/eviction.md925 B
  • references/redis/global-replication.md1.5 KB
  • references/redis/pipelining-transactions.md1.6 KB
  • references/redis/py-pipelining.md1.3 KB
  • references/redis/py-sdk-overview.md1.7 KB
  • references/redis/README.md6.7 KB
  • references/redis/replication.md1.2 KB
  • references/redis/rest-api.md2.0 KB
  • references/redis/search-adapters.md3.4 KB
  • references/redis/search-aggregations.md5.0 KB
  • references/redis/search-getting-started.md2.3 KB
  • references/redis/search-index-management.md5.0 KB
  • references/redis/search-introduction.md2.6 KB
  • references/redis/search-query-operators.md2.3 KB
  • references/redis/search-querying.md4.4 KB
  • references/redis/search-schema-definition.md4.9 KB
  • references/redis/search-streams.md4.1 KB
  • references/redis/security.md1.4 KB
  • references/redis/ts-sdk-overview.md1.7 KB
  • references/search/advanced-settings.md1.0 KB
  • references/search/algorithm.md967 B
  • references/search/content-and-metadata.md1.2 KB
  • references/search/delete.md1.2 KB
  • references/search/docusaurus.md2.0 KB
  • references/search/fetch.md1.1 KB
  • references/search/filtering.md1.8 KB
  • references/search/getting-started.md1.9 KB
  • references/search/indexes.md916 B
  • references/search/info-reset.md1.1 KB
  • references/search/info.md912 B
  • references/search/overview.md1.1 KB
  • references/search/pricing.md855 B
  • references/search/python-sdk.md1.5 KB
  • references/search/range.md956 B
  • references/search/README.md3.6 KB
  • references/search/reranking.md625 B
  • references/search/reset.md317 B
  • references/search/search-ui.md3.1 KB
  • references/search/search.md2.1 KB
  • references/search/tools.md3.1 KB
  • references/search/ts-sdk-overview.md1.5 KB
  • references/search/upsert.md1.5 KB
  • references/vector/delete.md1.6 KB
  • references/vector/embedding-models.md1.7 KB
  • references/vector/fetch.md1.9 KB
  • references/vector/filtering.md2.4 KB
  • references/vector/hybrid-indexes.md2.4 KB
  • references/vector/info-reset.md1.9 KB
  • references/vector/metadata.md3.4 KB
  • references/vector/namespace.md2.9 KB
  • references/vector/python-sdk.md2.5 KB
  • references/vector/query.md2.9 KB
  • references/vector/range.md1.8 KB
  • references/vector/README.md3.4 KB
  • references/vector/resumable-query.md2.3 KB
  • references/vector/similarity-functions.md2.5 KB
  • references/vector/sparse-indexes.md1.9 KB
  • references/vector/ts-sdk-overview.md2.4 KB
  • references/vector/upsert.md1.9 KB
  • references/workflow/agents.md3.5 KB
  • references/workflow/best-practices.md4.5 KB
  • references/workflow/client-cancel.md1.7 KB
  • references/workflow/client-dlq.md4.1 KB
  • references/workflow/client-logs.md3.5 KB
  • references/workflow/client-notify.md1.5 KB
  • references/workflow/client-trigger.md2.6 KB
  • references/workflow/client-waiters.md1.3 KB
  • references/workflow/client.md1.6 KB
  • references/workflow/context-api.md3.1 KB
  • references/workflow/context-call.md2.0 KB
  • references/workflow/context-cancel.md811 B
  • references/workflow/context-invoke.md2.2 KB
  • references/workflow/context-notify.md1.6 KB
  • references/workflow/context-run.md1.2 KB
  • references/workflow/context-sleep.md1.4 KB
  • references/workflow/context-wait-for-event.md1.9 KB
  • references/workflow/context-webhook.md2.5 KB
  • references/workflow/context.md2.5 KB
  • references/workflow/dlq.md2.8 KB
  • references/workflow/failure-callback.md4.6 KB
  • references/workflow/failures.md3.5 KB
  • references/workflow/flow-control.md1.6 KB
  • references/workflow/how-it-works.md2.7 KB
  • references/workflow/local-development.md2.1 KB
  • references/workflow/middlewares.md3.6 KB
  • references/workflow/migrations.md4.1 KB
  • references/workflow/multi-region.md2.8 KB
  • references/workflow/overview.md1.5 KB
  • references/workflow/parallel-steps.md1.2 KB
  • references/workflow/quickstart-astro.md2.1 KB
  • references/workflow/quickstart-cloudflare.md1.5 KB
  • references/workflow/quickstart-express.md1.3 KB
  • references/workflow/quickstart-fastapi.md3.2 KB
  • references/workflow/quickstart-flask.md3.2 KB
  • references/workflow/quickstart-hono.md1.4 KB
  • references/workflow/quickstart-nextjs-fastapi.md1.9 KB
  • references/workflow/quickstart-nextjs-flask.md1.9 KB
  • references/workflow/quickstart-nextjs.md1.6 KB
  • references/workflow/quickstart-nuxt.md1.2 KB
  • references/workflow/quickstart-solidjs.md1.9 KB
  • references/workflow/quickstart-svelte.md2.0 KB
  • references/workflow/quickstart-tanstack-start.md2.8 KB
  • references/workflow/README.md12.0 KB
  • references/workflow/realtime.md7.3 KB
  • references/workflow/redact-fields.md2.0 KB
  • references/workflow/retries.md2.0 KB
  • references/workflow/retry-now.md1.3 KB
  • references/workflow/schedule.md1.7 KB
  • references/workflow/security.md2.3 KB
  • references/workflow/serve-many.md2.0 KB
  • references/workflow/serve.md3.3 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Docs retrieved 2026-10-17 (Markdown twins). Covers @upstash/workflow 1.4.0 (1.0.0 breaking changes reflected), @upstash/qstash 2.12.0, @upstash/redis 1.39.0, @upstash/vector 1.2.3, @upstash/search 0.1.7, @upstash/ratelimit 2.2.0, @upstash/box 0.7.9, upstash CLI 1.5.0.

ディレクトリ構成

skills/upstash/
  SKILL.md
  references/
    redis/
      README.md
      ts-sdk-overview.md
      py-sdk-overview.md
      connection-auth.md
      rest-api.md
      pipelining-transactions.md
      py-pipelining.md
      commands-string.md
      commands-hash.md
      commands-list.md
      commands-set.md
      commands-zset.md
      commands-json.md
      commands-generic.md
      commands-vector.md        # Redis VECTOR.* コマンド(Upstash Vector とは別製品)
      commands-array.md
      commands-functions.md
      global-replication.md
      replication.md
      search-introduction.md
      search-getting-started.md
      search-schema-definition.md
      search-querying.md
      search-query-operators.md
      search-aggregations.md
      search-index-management.md
      search-streams.md
      search-adapters.md
      deployment.md
      security.md
      durability.md
      eviction.md
      compatibility.md
    ratelimit/
      README.md
      overview.md
      algorithms.md
      methods.md
      features.md
      traffic-protection.md
      costs.md
      integrations-strapi.md
      python-sdk.md
    qstash/
      README.md
      overview.md
      publish.md
      batch.md
      schedules.md
      queues.md
      dlq.md
      callbacks.md
      url-groups.md
      receiver.md
      messages.md
      flow-control.md
      logs.md
      retry.md
      delay.md
      deduplication.md
      local-development.md
      multi-region.md
      redact-fields.md
      python-sdk.md
      bulk-actions.md
    vector/                     # Upstash Vector(マネージド製品。Redis VECTOR.* とは別)
      README.md
      ts-sdk-overview.md
      upsert.md
      query.md
      fetch.md
      delete.md
      range.md
      filtering.md
      metadata.md
      similarity-functions.md
      namespace.md
      resumable-query.md
      hybrid-indexes.md
      sparse-indexes.md
      embedding-models.md
      info-reset.md
      python-sdk.md
    workflow/
      README.md
      overview.md
      how-it-works.md
      best-practices.md
      migrations.md
      troubleshooting.md
      serve.md
      serve-many.md
      context.md
      context-api.md
      context-run.md
      context-sleep.md
      context-call.md
      context-invoke.md
      context-wait-for-event.md
      context-notify.md
      context-cancel.md
      context-webhook.md
      parallel-steps.md
      wait-for-event.md
      webhooks.md
      realtime.md
      singleton.md
      middlewares.md
      flow-control.md
      retries.md
      retry-now.md
      failures.md
      failure-callback.md
      dlq.md
      security.md
      redact-fields.md
      multi-region.md
      update-workflow.md
      client.md
      client-trigger.md
      client-cancel.md
      client-notify.md
      client-logs.md
      client-dlq.md
      client-waiters.md
      schedule.md
      local-development.md
      agents.md
      quickstart-nextjs.md
      quickstart-hono.md
      quickstart-express.md
      quickstart-cloudflare.md
      quickstart-nuxt.md
      quickstart-astro.md
      quickstart-svelte.md
      quickstart-solidjs.md
      quickstart-tanstack-start.md
      quickstart-fastapi.md
      quickstart-flask.md
      quickstart-nextjs-fastapi.md
      quickstart-nextjs-flask.md
    search/
      README.md
      overview.md
      getting-started.md
      search.md
      upsert.md
      fetch.md
      delete.md
      range.md
      filtering.md
      indexes.md
      content-and-metadata.md
      algorithm.md
      advanced-settings.md
      reranking.md
      info.md
      info-reset.md
      reset.md
      pricing.md
      ts-sdk-overview.md
      python-sdk.md
      search-ui.md
      docusaurus.md
      tools.md
    box/
      README.md
      quickstart.md
      how-it-works.md
      agent.md
      custom-agent.md
      custom-harness-examples.md
      ephemeral-box.md
      keep-alive.md
      live-sessions.md
      shell.md
      preview.md
      attach-headers.md
      filesystem.md
      git.md
      network-policy.md
      schedules.md
      security.md
      snapshots.md
      browser-overview.md
      browser-tabs.md
      browser-reading-pages.md
      browser-ai-actions.md
      browser-live-view.md
      browser-recordings.md
      browser-connect.md
      browser-cookbook.md
      guides-ai-sdk-code-interpreter.md
      guides-browser-use.md
      guides-claude-managed-agents.md
      guides-code-review-agent.md
      guides-copilotkit.md
      guides-crabbox-setup.md
      guides-eve-setup.md
      guides-hermes-setup.md
      guides-herdr-setup.md
      guides-langchain-deep-agents.md
      guides-nextjs-setup.md
      guides-openai-agents-api.md
      guides-openclaw-setup.md
      guides-pi-setup.md
      guides-remote-development.md
      guides-t3-code-setup.md
      guides-tanstack-ai-file-editor.md
      guides-web-scraping-playwright.md
  samples/
    README.md
    redis-session-cache.md
    ratelimit-edge.md
    qstash-background-job.md
    vector-semantic-search.md
    workflow-multistep.md
    workflow-webhook.md
    workflow-human-in-the-loop.md
    search-filtered-query.md
    box-agent-sandbox.md
    box-code-execution.md
  scripts/
    README.md
    install.md
    cli.md
    dev.md
    operations.md

探索手順

タスクからカテゴリを引き、カテゴリの README.md で目的のページを特定する:

  1. 下記マッピング表でタスクに対応するカテゴリを探す
  2. そのカテゴリの references/{category}/README.md を参照して目的のページを特定する
  3. 該当ページの .md を Read して詳細を確認する

タスク → カテゴリ マッピング

タスクカテゴリ参照 README
Redis クライアントの初期化・接続設定を知りたいredisreferences/redis/README.md
Redis コマンド(GET/SET/HSET/ZADD 等)を知りたいredisreferences/redis/README.md
Redis Search(全文検索・集計)を使いたいredisreferences/redis/README.md
グローバルレプリケーション・耐久性・セキュリティを知りたいredisreferences/redis/README.md
レートリミットのアルゴリズム(Fixed Window 等)を知りたいratelimitreferences/ratelimit/README.md
limit() / blockUntilReady() メソッドを知りたいratelimitreferences/ratelimit/README.md
IP・国・ユーザーエージェントによるトラフィック制御をしたいratelimitreferences/ratelimit/README.md
メッセージの発行(publish)・スケジューリングをしたいqstashreferences/qstash/README.md
FIFO キュー・DLQ・URL グループを使いたいqstashreferences/qstash/README.md
QStash リクエストの署名検証をしたいqstashreferences/qstash/README.md
メッセージ配信ログ(Logs)を確認したいqstashreferences/qstash/README.md
ベクターの upsert・類似検索(ANN)をしたいvectorreferences/vector/README.md
メタデータフィルタリング・ハイブリッド検索・sparse index を使いたいvectorreferences/vector/README.md
埋め込みモデル・名前空間(namespace)を知りたいvectorreferences/vector/README.md
耐久性のあるワークフロー(durable execution)を定義したいworkflowreferences/workflow/README.md
context.run / sleep / call / invoke / waitForEvent を知りたいworkflowreferences/workflow/README.md
ワークフローのエラー処理・リトライ・並列ステップを知りたいworkflowreferences/workflow/README.md
AI エージェントパイプライン(durable agents)を構築したいworkflowreferences/workflow/README.md
フルテキスト・セマンティック検索インデックスを作成・検索したいsearchreferences/search/README.md
Search のフィルタリング・reranking・スコアリングを知りたいsearchreferences/search/README.md
AI エージェント用のサンドボックス(コンテナ)を作成・操作したいboxreferences/box/README.md
Box のファイルシステム・git・ブラウザ(CDP/AI actions)を操作したいboxreferences/box/README.md
Box のネットワークポリシー・スナップショット・スケジュールを設定したいboxreferences/box/README.md
Workflow 1.0 への移行・破壊的変更を知りたいworkflowreferences/workflow/README.md(migrations.md)
Workflow のベストプラクティス・トラブルシュートを知りたいworkflowreferences/workflow/README.md(best-practices.md / troubleshooting.md)
Workflow の middlewares・ログ出力を設定したいworkflowreferences/workflow/README.md(middlewares.md)
Webhook(createWebhook / waitForWebhook)・realtime・人間承認(HITL)を実装したいworkflowreferences/workflow/README.md(webhooks.md / context-webhook.md / realtime.md)
Workflow の DLQ 操作(再実行・retry-now・失敗関数)をしたいworkflowreferences/workflow/README.md(dlq.md / client-dlq.md / failures.md)
Box の EphemeralBox・keep-alive・public URL プレビュー・shell を使いたいboxreferences/box/README.md
Box で独自エージェント(custom harness)を動かしたいboxreferences/box/README.md(custom-agent.md / custom-harness-examples.md)
Redis の VECTOR.* コマンド(Redis 側のベクトル索引)を使いたいredisreferences/redis/README.md(commands-vector.md。マネージドの Upstash Vector は別製品で vector カテゴリ)
Redis の Array / Functions コマンドを知りたいredisreferences/redis/README.md(commands-array.md / commands-functions.md)
Redis Search のスキーマ定義・クエリ・インデックス管理・streams を知りたいredisreferences/redis/README.md(search-*.md)
QStash のローカル開発・リトライ・重複排除・マルチリージョンを知りたいqstashreferences/qstash/README.md
ratelimit を Python SDK で使いたいratelimitreferences/ratelimit/README.md(python-sdk.md)
ローカル開発サーバーのコマンドを知りたいscriptsscripts/README.md(dev.md)
Workflow の Webhook・人間承認の典型実装を知りたいsamplessamples/README.md(workflow-webhook.md / workflow-human-in-the-loop.md)
典型的な使い方を知りたいsamplessamples/README.md
インストール・CLI コマンドを知りたいscriptsscripts/README.md

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