├── .gitattributes ├── .gitignore ├── README.mdx ├── _snippets ├── compliance-snippet.mdx ├── faq-snippet.mdx ├── legal-snippet.mdx ├── qstash-common-request.mdx ├── qstash-dlq-message-type.mdx ├── qstash-message-type.mdx ├── qstash-publish-response.mdx ├── qstash │ └── waiter.mdx ├── redis │ ├── getstarted_google_cloud_functions.mdx │ ├── ioredisnote.mdx │ └── redisclientnote.mdx ├── sla-snippet.mdx ├── snippet-example.mdx ├── support-snippet.mdx ├── trials.mdx ├── uptime-snippet.mdx └── workflow │ ├── agent-examples.mdx │ ├── logs.mdx │ └── workflow-dlq-message-type.mdx ├── common ├── account │ ├── addapaymentmethod.mdx │ ├── auditlogs.mdx │ ├── awsmarketplace.mdx │ ├── costexplorer.mdx │ ├── createaccount.mdx │ ├── developerapi.mdx │ ├── faq.mdx │ ├── paymenthistory.mdx │ └── teams.mdx ├── concepts │ ├── access-anywhere.mdx │ ├── global-replication.mdx │ ├── scale-to-zero.mdx │ └── serverless.mdx ├── help │ ├── account.mdx │ ├── announcements.mdx │ ├── compliance.mdx │ ├── legal.mdx │ ├── production-checklist.mdx │ ├── prosupport.mdx │ ├── sla.mdx │ ├── support.mdx │ └── uptime.mdx └── trials.mdx ├── devops ├── cli │ └── overview.mdx ├── developer-api │ ├── authentication.mdx │ ├── http_status_codes.mdx │ ├── introduction.mdx │ └── openapi.yml ├── pulumi │ └── overview.mdx ├── terraform.mdx └── terraform │ ├── data_sources │ ├── upstash_qstash_endpoint_data.mdx │ ├── upstash_qstash_schedule_data.mdx │ ├── upstash_qstash_topic_data.mdx │ ├── upstash_redis_database_data.mdx │ └── upstash_team_data.mdx │ ├── overview.mdx │ └── resources │ ├── upstash_qstash_endpoint.mdx │ ├── upstash_qstash_schedule.mdx │ ├── upstash_qstash_topic.mdx │ ├── upstash_redis_database.mdx │ └── upstash_team.mdx ├── docs.json ├── favicon.png ├── img ├── access-anywhere │ └── restclient.png ├── addpaymentmethod │ ├── cardlist.png │ └── ccform.png ├── auditlogs │ └── audit.png ├── auto-upgrade │ ├── configuration.png │ └── create-database.png ├── autoscale │ └── autoscale.png ├── awslambda │ ├── createfunction.png │ ├── functioncode.png │ ├── success.png │ ├── success2.png │ └── success3.png ├── awsmarketplace │ ├── AWS-marketplace-1.png │ ├── AWS-marketplace-2.png │ └── AWS-marketplace-3.png ├── backuprestore │ ├── backupinprogressscreen.png │ ├── backupmodal.png │ ├── backuptab.png │ ├── backuptabdailyenabled.png │ ├── backuptabwide.png │ ├── dailybackupdisablemodal.png │ ├── dailybackupenablemodal.png │ ├── restorebackupfromcurrentdatabase.png │ └── restorebackupmodal.png ├── bg-color-codes.mdx ├── clickhouse │ ├── ss1.png │ ├── ss10.png │ ├── ss2.png │ ├── ss3.png │ ├── ss4.png │ ├── ss5.png │ ├── ss6.png │ ├── ss7.png │ ├── ss8.png │ └── ss9.png ├── cloudflare-integration │ ├── add-binding.png │ ├── kafka-add-integration.png │ ├── kafka-credentials.png │ ├── overview.png │ ├── qstash-add-integration.png │ ├── qstash-credentials.png │ ├── redis-add-binding.png │ ├── redis-add-integration.png │ ├── redis-credentials.png │ ├── redis-secrets-store.png │ ├── redis-secrets.png │ ├── secrets-store.png │ └── secrets.png ├── code.png ├── coin-price-list │ └── coin-price-list.png ├── compare │ └── comparecosts.png ├── consistency │ └── strongconsistency.png ├── costexplorer │ └── costexplorer.png ├── credential-protection │ ├── activate-protect-credentials.png │ ├── reset-credentials.png │ └── save-credentials.png ├── datadog │ ├── connect-acc.png │ ├── installation.png │ ├── integration-tab.png │ ├── personal.png │ ├── team.png │ ├── upstash-dashboard.png │ └── upstash-qstash-dashboard.png ├── decodable │ ├── dec1.png │ ├── dec2.png │ ├── dec3.png │ ├── dec4.png │ ├── dec41.png │ └── dec5.png ├── developerapi │ ├── api-key-create.png │ ├── api-key-list.png │ └── api-key-secret.png ├── digitalocean │ ├── img.png │ ├── img2.png │ └── img3.png ├── docusaurus.png ├── durability │ └── storage.png ├── eco-icon.png ├── edgecaching │ └── edge-caching.png ├── enterprise │ ├── kafka2.png │ └── redis.png ├── eviction │ ├── configuration.png │ └── create-database.png ├── examples │ ├── apprunner │ │ ├── aws_app_runner.png │ │ ├── build.png │ │ ├── config.png │ │ └── source.png │ ├── consumer.png │ ├── gcp-error.png │ ├── histogram.jpg │ ├── notif │ │ ├── cli.png │ │ └── cover-notif.jpg │ ├── producer.png │ ├── redis_cloud_run.jpg │ ├── restapi.png │ ├── tutorial-cloudflare-workers.png │ └── upstash_java.png ├── favicon.png ├── getting_started │ ├── charts.png │ ├── create-global.png │ ├── create.png │ ├── database.png │ └── global-db-welcome.png ├── global-replication │ ├── reads.png │ ├── replication.png │ └── writes.png ├── globaldb │ ├── map.png │ ├── map2.png │ └── regionselect.png ├── graphql │ ├── browser.png │ └── config.png ├── import │ └── import.png ├── integration │ ├── oauth2-integration.png │ └── upstash-integration-diagram.png ├── ipallowlist │ └── ipallowlist.png ├── logo-dark-transparent.png ├── logo-dark.svg ├── logo-light.svg ├── logo.svg ├── materialize │ ├── receive-message.png │ └── send-message.png ├── mcp │ ├── create-upstash-api-key.png │ ├── cursor-mcp-settings.png │ └── cursor-new-mcp.png ├── metrics │ ├── connections.png │ ├── current-month.png │ ├── databaselist.png │ ├── datasize.png │ ├── datasize5days.png │ ├── hitsmisses.png │ ├── keyspace.png │ ├── latency.png │ ├── requests5days.png │ └── throughput.png ├── multizone │ └── multizone-arch.jpg ├── n8n │ ├── qstash-curl.png │ ├── qstash-http.png │ ├── qstash-import-button.png │ ├── qstash-import.png │ ├── qstash-logs.png │ ├── qstash-request-builder.png │ ├── redis-1.png │ ├── redis-2.png │ ├── redis-3.png │ ├── redis-4.png │ ├── redis-credentials.png │ ├── redis-get-2.png │ ├── redis-get.png │ ├── redis-increment.png │ └── webhook.png ├── next-quickstart │ ├── credentials.png │ └── curl.png ├── oss │ └── cli │ │ └── banner.svg ├── paymenthistory │ └── paymenthistory.png ├── pinot │ ├── pinot-opened.png │ ├── query-result.png │ ├── send-message.png │ ├── table-created.png │ └── table-page-opened.png ├── pro-support │ └── image.png ├── prometheus │ ├── configuration-qstash.png │ ├── configuration.png │ ├── datasource-final.png │ ├── datasource.png │ ├── grafana-dashboard.png │ ├── grafana-qstash-dashboard.png │ ├── headers.png │ ├── monitoring-token.png │ └── success.png ├── qstash-dlq │ └── dlq.png ├── qstash-workflow │ ├── ai-sdk │ │ ├── with-tool.png │ │ └── without-tool.png │ ├── automatic_retry.png │ ├── cancel_workflow.png │ ├── create_schedule.png │ ├── dashboard.png │ ├── events │ │ ├── resume.png │ │ └── wait.png │ ├── hono_local_request.png │ ├── local-dev.png │ ├── nextjs_local_request.png │ ├── ngrok_mac_setup.png │ ├── ngrok_windows_setup.png │ ├── qstash_signing_keys.png │ ├── qstash_token.png │ ├── run-view.png │ ├── schedule_workflow.png │ ├── w-concept.png │ ├── workers_local_request.png │ ├── workflow-concept.png │ ├── workflow_dlq.png │ ├── workflow_dlq_debug.png │ └── wrangler.png ├── qstash │ ├── aws │ │ ├── api-gateway.png │ │ ├── create_lambda.png │ │ ├── create_url.png │ │ ├── environment.png │ │ ├── overview.png │ │ ├── python │ │ │ ├── create_lambda.png │ │ │ └── overview.png │ │ ├── upload.png │ │ └── verify-integration.png │ ├── callback_dark.png │ ├── callbacks.png │ ├── create_endpoint.png │ ├── create_topic.png │ ├── debuglogs.png │ ├── deno_deploy_env.png │ ├── dlq-console.png │ ├── flowcontrol.png │ ├── local-mode-qstash.png │ ├── log.png │ ├── message_cost.png │ ├── nextjs-quickstart-result-gif.gif │ ├── parallel-workflow-runs.png │ ├── publish.png │ ├── python-quickstart-schedule.png │ ├── qstash-benefits.png │ ├── qstash-bgjob-dark.png │ ├── qstash-bgjob-light.png │ ├── qstash-workflows-cancel.png │ ├── qstash-workflows-error-detail.png │ ├── qstash-workflows-flat.png │ ├── qstash-workflows-step-detail.png │ ├── qstash-workflows.png │ ├── quickstart-qstash-result.png │ ├── quickstart-qstash-ui.png │ ├── reqcatcher.png │ ├── reset_token.png │ ├── rest_token.png │ ├── roll_keys.png │ ├── schedule.png │ ├── signing-key-logic.png │ ├── vercel-log-quickstart.png │ └── vercel_env.png ├── quix │ ├── helloquix-pipeline.png │ ├── helloquix-template.png │ ├── quix-upstash-broker-option.png │ ├── quix-upstash-broker-settings.png │ └── quix-upstash-topics.png ├── ratelimit │ ├── dashboard.png │ ├── denylist.png │ └── navigate.png ├── realtime │ └── vercel-fluid-enabled.png ├── redis-deno │ ├── create.png │ └── deploy.png ├── redis-gcloud │ ├── basics.png │ └── environment.png ├── redis-realtime-chat │ └── chat.png ├── restapi │ ├── acl-resttoken.png │ └── tokens.png ├── risingwave │ ├── create-cluster.png │ ├── create-user.png │ ├── list-rows.png │ ├── output.png │ └── source-view.png ├── rockset │ ├── configure-collection.png │ ├── create-integration.png │ ├── ingest-transformation.png │ ├── integration-active.png │ ├── kafka-connect.png │ ├── sink-connector.png │ └── source-selection.png ├── schedule_workflow.png ├── sdk │ └── ratelimit │ │ └── dashboard.png ├── search │ ├── add-data.png │ ├── add-document.png │ ├── create-database.png │ ├── database-created.png │ ├── first-search.png │ ├── readonly_token.png │ └── select-plan.png ├── setbudget │ └── setbudget.png ├── square-dark.png ├── startree │ ├── create-a-connection.png │ ├── create-a-dataset.png │ ├── create-kafka-connection.png │ ├── data-modeling.png │ ├── open-query-console.png │ ├── produce-message.png │ ├── query-result.png │ ├── sample-data.png │ └── select-kafka-connection.png ├── teams │ ├── change-team.png │ ├── team-create.png │ ├── team-member-create.png │ ├── team-member.png │ ├── team-page.png │ └── teams.png ├── timeplus │ ├── 0-add-data.png │ ├── 1-choose-kafka-source.png │ ├── 2-source-step-1.png │ ├── 3-source-step-2.png │ ├── 3-source-step-preview.png │ ├── 4-source-step-4.png │ ├── create-sink.png │ ├── output-topic.png │ ├── post-message.png │ ├── query-stream.png │ └── streaming-etl-sql.png ├── troubleshooting │ └── rest │ │ ├── console_rest_api.png │ │ └── console_upstash_redis.png ├── twitter-image.jpg ├── undraw_docusaurus_mountain.svg ├── undraw_docusaurus_react.svg ├── undraw_docusaurus_tree.svg ├── upgradedb │ └── upgrade.png ├── vector │ ├── cosine_similarity.svg │ ├── cosine_similarity_dark.svg │ ├── create_index_with_model.png │ ├── dot_product.svg │ ├── dot_product_dark.svg │ ├── getstarted │ │ ├── browser.png │ │ ├── create_index.png │ │ ├── select_plan.png │ │ └── usage.png │ ├── integrations │ │ ├── ai-sdk │ │ │ ├── console.png │ │ │ ├── rag-chatbot-1.png │ │ │ └── rag-chatbot-2.png │ │ ├── flowise │ │ │ ├── cache-node.png │ │ │ ├── chat-memory-node.png │ │ │ ├── flow.png │ │ │ └── vector-node.png │ │ └── langflow │ │ │ ├── final-workflow.png │ │ │ └── insert-workflow.png │ ├── squared_distance.svg │ ├── squared_distance_dark.svg │ └── tutorials │ │ └── vector-console.png ├── vercel-edge-tinybird │ ├── Kafka_Usecases_-_web_analytics_w__vercel.png │ ├── tiny1.png │ ├── tiny2.png │ ├── tiny3.png │ ├── tiny4.png │ ├── tiny5.png │ ├── tiny6.png │ ├── tiny7.png │ └── tiny8.png ├── vercel │ ├── integration_dashboard.png │ ├── integration_init.png │ ├── integration_redis_create.png │ ├── vercel_dashboard.png │ └── vercel_integration_create.png └── workflow │ ├── agents │ ├── diagram │ │ ├── evaluator-diagram.png │ │ ├── orchestrator-diagram.png │ │ ├── parallel-diagram.png │ │ └── prompt-chain-diagram.png │ └── logs │ │ ├── logs-chain.png │ │ ├── logs-evaluator.png │ │ ├── logs-getting-started.png │ │ ├── logs-manager.png │ │ ├── logs-multi.png │ │ ├── logs-parallel.png │ │ └── logs-single.png │ ├── automatic_retry.png │ ├── dlq.png │ ├── failing_failure_function.png │ ├── failure_callback_state_filter.png │ ├── failure_function.png │ ├── flow_control_ex_1.png │ ├── flow_control_ex_2.png │ ├── flow_control_ex_3.png │ ├── invoke.png │ ├── local-mode-workflow.png │ ├── non-workflow-endpoint-log.png │ ├── parallel_steps.png │ ├── parallelism_1.png │ ├── parallelism_2.png │ ├── parallelism_3.png │ ├── quickstarts │ └── nextjs-fastapi │ │ └── workflow-nextjs-fastapi.png │ ├── rate_1.png │ ├── rate_2.png │ ├── rate_3.png │ ├── restart.png │ ├── resume.png │ ├── retry_failure_callback.png │ └── troubleshooting │ └── vercel-deployment-protection.png ├── introduction.mdx ├── logo ├── dark.svg ├── light.svg ├── upstash-dark-bg.png ├── upstash-dark-bg.svg ├── upstash-icon-dark-bg.png ├── upstash-icon-dark-bg.svg ├── upstash-icon-white-bg.png ├── upstash-icon-white-bg.svg ├── upstash-white-bg.png └── upstash-white-bg.svg ├── qstash ├── api │ ├── api-ratelimiting.mdx │ └── authentication.mdx ├── features │ ├── background-jobs.mdx │ ├── batch.mdx │ ├── callbacks.mdx │ ├── deduplication.mdx │ ├── delay.mdx │ ├── dlq.mdx │ ├── flowcontrol.mdx │ ├── queues.mdx │ ├── retry.mdx │ ├── schedules.mdx │ ├── security.mdx │ └── url-groups.mdx ├── howto │ ├── debug-logs.mdx │ ├── delete-schedule.mdx │ ├── handling-failures.mdx │ ├── local-development.mdx │ ├── local-tunnel.mdx │ ├── publishing.mdx │ ├── receiving.mdx │ ├── reset-token.mdx │ ├── roll-signing-keys.mdx │ ├── signature.mdx │ ├── url-group-endpoint.mdx │ └── webhook.mdx ├── integrations │ ├── anthropic.mdx │ ├── datadog.mdx │ ├── llm.mdx │ ├── n8n.mdx │ ├── pipedream.mdx │ ├── prometheus.mdx │ └── resend.mdx ├── misc │ └── license.mdx ├── openapi.yaml ├── overall │ ├── apiexamples.mdx │ ├── changelog.mdx │ ├── compare.mdx │ ├── enterprise.mdx │ ├── getstarted.mdx │ ├── llms-txt.mdx │ ├── pricing.mdx │ ├── roadmap.mdx │ └── usecases.mdx ├── quickstarts │ ├── aws-lambda │ │ ├── nodejs.mdx │ │ └── python.mdx │ ├── cloudflare-workers.mdx │ ├── deno-deploy.mdx │ ├── fly-io │ │ └── go.mdx │ ├── python-vercel.mdx │ └── vercel-nextjs.mdx ├── recipes │ └── periodic-data-updates.mdx └── sdks │ ├── py │ ├── examples │ │ ├── dlq.mdx │ │ ├── events.mdx │ │ ├── keys.mdx │ │ ├── messages.mdx │ │ ├── overview.mdx │ │ ├── publish.mdx │ │ ├── queues.mdx │ │ ├── receiver.mdx │ │ ├── schedules.mdx │ │ └── url-groups.mdx │ ├── gettingstarted.mdx │ └── overview.mdx │ └── ts │ ├── examples │ ├── dlq.mdx │ ├── logs.mdx │ ├── messages.mdx │ ├── overview.mdx │ ├── publish.mdx │ ├── queues.mdx │ ├── receiver.mdx │ ├── schedules.mdx │ └── url-groups.mdx │ ├── gettingstarted.mdx │ └── overview.mdx ├── realtime ├── features │ ├── channels.mdx │ ├── client-side.mdx │ ├── history.mdx │ ├── middleware.mdx │ ├── server-side.mdx │ └── serverless.mdx └── overall │ ├── pricing.mdx │ └── quickstart.mdx ├── redis ├── examples.mdx ├── features │ ├── auto-upgrade.mdx │ ├── backup.mdx │ ├── consistency.mdx │ ├── credential-protection.mdx │ ├── durability.mdx │ ├── eviction.mdx │ ├── globaldatabase.mdx │ ├── replication.mdx │ ├── restapi.mdx │ └── security.mdx ├── help │ ├── compliance.mdx │ ├── faq.mdx │ ├── integration.mdx │ ├── legal.mdx │ ├── managing-healthcare-data.mdx │ ├── production-checklist.mdx │ ├── shared-responsibility-model.mdx │ ├── support.mdx │ └── uptime.mdx ├── howto │ ├── connectclient.mdx │ ├── connectwithupstashredis.mdx │ ├── datadog.mdx │ ├── emqxintegration.mdx │ ├── getstartedawslambda.mdx │ ├── getstartedcloudflareworkers.mdx │ ├── getstartedgooglecloudfunctions.mdx │ ├── importexport.mdx │ ├── ioredisnote.mdx │ ├── ipallowlist.mdx │ ├── keyspacenotifications.mdx │ ├── metricsandcharts.mdx │ ├── migratefromregionaltoglobal.mdx │ ├── monitoryourusage.mdx │ ├── readyourwrites.mdx │ ├── terraformprovider.mdx │ ├── upgradedatabase.mdx │ └── vercelintegration.mdx ├── integrations │ ├── bullmq.mdx │ ├── celery.mdx │ ├── drizzle.mdx │ ├── mcp.mdx │ ├── n8n.mdx │ ├── prometheus.mdx │ ├── ratelimit │ │ └── strapi │ │ │ ├── configurations.mdx │ │ │ └── getting-started.mdx │ ├── replit-templates.mdx │ └── sidekiq.mdx ├── overall │ ├── changelog.mdx │ ├── compare.mdx │ ├── enterprise.mdx │ ├── getstarted.mdx │ ├── llms-txt.mdx │ ├── pricing.mdx │ ├── pricingold.mdx │ ├── pythonredis.mdx │ ├── ratelimit.mdx │ ├── redis.mdx │ ├── rediscompatibility.mdx │ └── usecases.mdx ├── quickstarts │ ├── aws-lambda.mdx │ ├── azure-functions.mdx │ ├── cloudflareworkers.mdx │ ├── deno-deploy.mdx │ ├── digitalocean.mdx │ ├── django.mdx │ ├── elixir.mdx │ ├── fastapi.mdx │ ├── fastlycompute.mdx │ ├── flask.mdx │ ├── fly.mdx │ ├── google-cloud-functions.mdx │ ├── ion.mdx │ ├── ioredisnote.mdx │ ├── koyeb.mdx │ ├── laravel.mdx │ ├── nextjs-app-router.mdx │ ├── nextjs-pages-router.mdx │ ├── python-aws-lambda.mdx │ ├── sst-v2.mdx │ ├── supabase.mdx │ ├── vercel-functions-app-router.mdx │ ├── vercel-functions-pages-router.mdx │ └── vercel-python-runtime.mdx ├── sdks │ ├── py │ │ ├── commands │ │ │ ├── auth │ │ │ │ ├── echo.mdx │ │ │ │ └── ping.mdx │ │ │ ├── bitmap │ │ │ │ ├── bitcount.mdx │ │ │ │ ├── bitfield.mdx │ │ │ │ ├── bitop.mdx │ │ │ │ ├── bitpos.mdx │ │ │ │ ├── getbit.mdx │ │ │ │ └── setbit.mdx │ │ │ ├── generic │ │ │ │ ├── del.mdx │ │ │ │ ├── exists.mdx │ │ │ │ ├── expire.mdx │ │ │ │ ├── expireat.mdx │ │ │ │ ├── keys.mdx │ │ │ │ ├── persist.mdx │ │ │ │ ├── pexpire.mdx │ │ │ │ ├── pexpireat.mdx │ │ │ │ ├── pttl.mdx │ │ │ │ ├── randomkey.mdx │ │ │ │ ├── rename.mdx │ │ │ │ ├── renamenx.mdx │ │ │ │ ├── scan.mdx │ │ │ │ ├── touch.mdx │ │ │ │ ├── ttl.mdx │ │ │ │ ├── type.mdx │ │ │ │ └── unlink.mdx │ │ │ ├── hash │ │ │ │ ├── hdel.mdx │ │ │ │ ├── hexists.mdx │ │ │ │ ├── hexpire.mdx │ │ │ │ ├── hexpireat.mdx │ │ │ │ ├── hexpiretime.mdx │ │ │ │ ├── hget.mdx │ │ │ │ ├── hgetall.mdx │ │ │ │ ├── hincrby.mdx │ │ │ │ ├── hincrbyfloat.mdx │ │ │ │ ├── hkeys.mdx │ │ │ │ ├── hlen.mdx │ │ │ │ ├── hmget.mdx │ │ │ │ ├── hmset.mdx │ │ │ │ ├── hpersist.mdx │ │ │ │ ├── hpexpire.mdx │ │ │ │ ├── hpexpireat.mdx │ │ │ │ ├── hpexpiretime.mdx │ │ │ │ ├── hpttl.mdx │ │ │ │ ├── hrandfield.mdx │ │ │ │ ├── hscan.mdx │ │ │ │ ├── hset.mdx │ │ │ │ ├── hsetnx.mdx │ │ │ │ ├── hstrlen.mdx │ │ │ │ ├── httl.mdx │ │ │ │ └── hvals.mdx │ │ │ ├── json │ │ │ │ ├── arrappend.mdx │ │ │ │ ├── arrindex.mdx │ │ │ │ ├── arrinsert.mdx │ │ │ │ ├── arrlen.mdx │ │ │ │ ├── arrpop.mdx │ │ │ │ ├── arrtrim.mdx │ │ │ │ ├── clear.mdx │ │ │ │ ├── del.mdx │ │ │ │ ├── forget.mdx │ │ │ │ ├── get.mdx │ │ │ │ ├── merge.mdx │ │ │ │ ├── mget.mdx │ │ │ │ ├── mset.mdx │ │ │ │ ├── numincrby.mdx │ │ │ │ ├── nummultby.mdx │ │ │ │ ├── objkeys.mdx │ │ │ │ ├── objlen.mdx │ │ │ │ ├── resp.mdx │ │ │ │ ├── set.mdx │ │ │ │ ├── strappend.mdx │ │ │ │ ├── strlen.mdx │ │ │ │ ├── toggle.mdx │ │ │ │ └── type.mdx │ │ │ ├── list │ │ │ │ ├── lindex.mdx │ │ │ │ ├── linsert.mdx │ │ │ │ ├── llen.mdx │ │ │ │ ├── lmove.mdx │ │ │ │ ├── lpop.mdx │ │ │ │ ├── lpos.mdx │ │ │ │ ├── lpush.mdx │ │ │ │ ├── lpushx.mdx │ │ │ │ ├── lrange.mdx │ │ │ │ ├── lrem.mdx │ │ │ │ ├── lset.mdx │ │ │ │ ├── ltrim.mdx │ │ │ │ ├── rpop.mdx │ │ │ │ ├── rpush.mdx │ │ │ │ └── rpushx.mdx │ │ │ ├── overview.mdx │ │ │ ├── pubsub │ │ │ │ └── publish.mdx │ │ │ ├── scripts │ │ │ │ ├── eval.mdx │ │ │ │ ├── eval_ro.mdx │ │ │ │ ├── evalsha.mdx │ │ │ │ ├── evalsha_ro.mdx │ │ │ │ ├── script_exists.mdx │ │ │ │ ├── script_flush.mdx │ │ │ │ └── script_load.mdx │ │ │ ├── server │ │ │ │ ├── dbsize.mdx │ │ │ │ ├── flushall.mdx │ │ │ │ └── flushdb.mdx │ │ │ ├── set │ │ │ │ ├── sadd.mdx │ │ │ │ ├── scard.mdx │ │ │ │ ├── sdiff.mdx │ │ │ │ ├── sdiffstore.mdx │ │ │ │ ├── sinter.mdx │ │ │ │ ├── sinterstore.mdx │ │ │ │ ├── sismember.mdx │ │ │ │ ├── smembers.mdx │ │ │ │ ├── smismember.mdx │ │ │ │ ├── smove.mdx │ │ │ │ ├── spop.mdx │ │ │ │ ├── srandmember.mdx │ │ │ │ ├── srem.mdx │ │ │ │ ├── sscan.mdx │ │ │ │ ├── sunion.mdx │ │ │ │ └── sunionstore.mdx │ │ │ ├── stream │ │ │ │ ├── xack.mdx │ │ │ │ ├── xadd.mdx │ │ │ │ ├── xautoclaim.mdx │ │ │ │ ├── xclaim.mdx │ │ │ │ ├── xdel.mdx │ │ │ │ ├── xgroup_create.mdx │ │ │ │ ├── xgroup_createconsumer.mdx │ │ │ │ ├── xgroup_delconsumer.mdx │ │ │ │ ├── xgroup_destroy.mdx │ │ │ │ ├── xgroup_setid.mdx │ │ │ │ ├── xinfo_consumers.mdx │ │ │ │ ├── xinfo_groups.mdx │ │ │ │ ├── xlen.mdx │ │ │ │ ├── xpending.mdx │ │ │ │ ├── xrange.mdx │ │ │ │ ├── xread.mdx │ │ │ │ ├── xreadgroup.mdx │ │ │ │ ├── xrevrange.mdx │ │ │ │ └── xtrim.mdx │ │ │ ├── string │ │ │ │ ├── append.mdx │ │ │ │ ├── decr.mdx │ │ │ │ ├── decrby.mdx │ │ │ │ ├── get.mdx │ │ │ │ ├── getdel.mdx │ │ │ │ ├── getrange.mdx │ │ │ │ ├── getset.mdx │ │ │ │ ├── incr.mdx │ │ │ │ ├── incrby.mdx │ │ │ │ ├── incrbyfloat.mdx │ │ │ │ ├── mget.mdx │ │ │ │ ├── mset.mdx │ │ │ │ ├── msetnx.mdx │ │ │ │ ├── set.mdx │ │ │ │ ├── setrange.mdx │ │ │ │ └── strlen.mdx │ │ │ └── zset │ │ │ │ ├── zadd.mdx │ │ │ │ ├── zcard.mdx │ │ │ │ ├── zcount.mdx │ │ │ │ ├── zdiff.mdx │ │ │ │ ├── zdiffstore.mdx │ │ │ │ ├── zincrby.mdx │ │ │ │ ├── zinter.mdx │ │ │ │ ├── zinterstore.mdx │ │ │ │ ├── zlexcount.mdx │ │ │ │ ├── zmscore.mdx │ │ │ │ ├── zpopmax.mdx │ │ │ │ ├── zpopmin.mdx │ │ │ │ ├── zrandmember.mdx │ │ │ │ ├── zrange.mdx │ │ │ │ ├── zrank.mdx │ │ │ │ ├── zrem.mdx │ │ │ │ ├── zremrangebylex.mdx │ │ │ │ ├── zremrangebyrank.mdx │ │ │ │ ├── zremrangebyscore.mdx │ │ │ │ ├── zrevrank.mdx │ │ │ │ ├── zscan.mdx │ │ │ │ ├── zscore.mdx │ │ │ │ ├── zunion.mdx │ │ │ │ └── zunionstore.mdx │ │ ├── features.mdx │ │ ├── gettingstarted.mdx │ │ └── overview.mdx │ ├── ratelimit-py │ │ ├── algorithms.mdx │ │ ├── features.mdx │ │ ├── gettingstarted.mdx │ │ └── overview.mdx │ ├── ratelimit-ts │ │ ├── algorithms.mdx │ │ ├── costs.mdx │ │ ├── features.mdx │ │ ├── gettingstarted.mdx │ │ ├── integrations │ │ │ └── strapi │ │ │ │ ├── configurations.mdx │ │ │ │ └── getting-started.mdx │ │ ├── methods.mdx │ │ ├── overview.mdx │ │ └── traffic-protection.mdx │ └── ts │ │ ├── advanced.mdx │ │ ├── commands │ │ ├── auth │ │ │ ├── echo.mdx │ │ │ └── ping.mdx │ │ ├── bitmap │ │ │ ├── bitcount.mdx │ │ │ ├── bitop.mdx │ │ │ ├── bitpos.mdx │ │ │ ├── getbit.mdx │ │ │ └── setbit.mdx │ │ ├── generic │ │ │ ├── del.mdx │ │ │ ├── exists.mdx │ │ │ ├── expire.mdx │ │ │ ├── expireat.mdx │ │ │ ├── keys.mdx │ │ │ ├── persist.mdx │ │ │ ├── pexpire.mdx │ │ │ ├── pexpireat.mdx │ │ │ ├── pttl.mdx │ │ │ ├── randomkey.mdx │ │ │ ├── rename.mdx │ │ │ ├── renamenx.mdx │ │ │ ├── scan.mdx │ │ │ ├── touch.mdx │ │ │ ├── ttl.mdx │ │ │ ├── type.mdx │ │ │ └── unlink.mdx │ │ ├── hash │ │ │ ├── hdel.mdx │ │ │ ├── hexists.mdx │ │ │ ├── hexpire.mdx │ │ │ ├── hexpireat.mdx │ │ │ ├── hexpiretime.mdx │ │ │ ├── hget.mdx │ │ │ ├── hgetall.mdx │ │ │ ├── hincrby.mdx │ │ │ ├── hincrbyfloat.mdx │ │ │ ├── hkeys.mdx │ │ │ ├── hlen.mdx │ │ │ ├── hmget.mdx │ │ │ ├── hpersist.mdx │ │ │ ├── hpexpire.mdx │ │ │ ├── hpexpireat.mdx │ │ │ ├── hpexpiretime.mdx │ │ │ ├── hpttl.mdx │ │ │ ├── hrandfield.mdx │ │ │ ├── hscan.mdx │ │ │ ├── hset.mdx │ │ │ ├── hsetnx.mdx │ │ │ ├── hstrlen.mdx │ │ │ ├── httl.mdx │ │ │ └── hvals.mdx │ │ ├── json │ │ │ ├── arrappend.mdx │ │ │ ├── arrindex.mdx │ │ │ ├── arrinsert.mdx │ │ │ ├── arrlen.mdx │ │ │ ├── arrpop.mdx │ │ │ ├── arrtrim.mdx │ │ │ ├── clear.mdx │ │ │ ├── del.mdx │ │ │ ├── forget.mdx │ │ │ ├── get.mdx │ │ │ ├── merge.mdx │ │ │ ├── mget.mdx │ │ │ ├── mset.mdx │ │ │ ├── numincrby.mdx │ │ │ ├── nummultby.mdx │ │ │ ├── objkeys.mdx │ │ │ ├── objlen.mdx │ │ │ ├── set.mdx │ │ │ ├── strappend.mdx │ │ │ ├── strlen.mdx │ │ │ ├── toggle.mdx │ │ │ └── type.mdx │ │ ├── list │ │ │ ├── lindex.mdx │ │ │ ├── linsert.mdx │ │ │ ├── llen.mdx │ │ │ ├── lmove.mdx │ │ │ ├── lpop.mdx │ │ │ ├── lpos.mdx │ │ │ ├── lpush.mdx │ │ │ ├── lpushx.mdx │ │ │ ├── lrange.mdx │ │ │ ├── lrem.mdx │ │ │ ├── lset.mdx │ │ │ ├── ltrim.mdx │ │ │ ├── rpop.mdx │ │ │ ├── rpush.mdx │ │ │ └── rpushx.mdx │ │ ├── overview.mdx │ │ ├── pubsub │ │ │ ├── psubscribe.mdx │ │ │ ├── publish.mdx │ │ │ └── subscribe.mdx │ │ ├── scripts │ │ │ ├── eval.mdx │ │ │ ├── eval_ro.mdx │ │ │ ├── evalsha.mdx │ │ │ ├── evalsha_ro.mdx │ │ │ ├── script_exists.mdx │ │ │ ├── script_flush.mdx │ │ │ └── script_load.mdx │ │ ├── server │ │ │ ├── dbsize.mdx │ │ │ ├── flushall.mdx │ │ │ └── flushdb.mdx │ │ ├── set │ │ │ ├── sadd.mdx │ │ │ ├── scard.mdx │ │ │ ├── sdiff.mdx │ │ │ ├── sdiffstore.mdx │ │ │ ├── sinter.mdx │ │ │ ├── sinterstore.mdx │ │ │ ├── sismember.mdx │ │ │ ├── smembers.mdx │ │ │ ├── smismember.mdx │ │ │ ├── smove.mdx │ │ │ ├── spop.mdx │ │ │ ├── srandmember.mdx │ │ │ ├── srem.mdx │ │ │ ├── sscan.mdx │ │ │ ├── sunion.mdx │ │ │ └── sunionstore.mdx │ │ ├── stream │ │ │ ├── xack.mdx │ │ │ ├── xadd.mdx │ │ │ ├── xautoclaim.mdx │ │ │ ├── xclaim.mdx │ │ │ ├── xdel.mdx │ │ │ ├── xgroup.mdx │ │ │ ├── xinfo.mdx │ │ │ ├── xlen.mdx │ │ │ ├── xpending.mdx │ │ │ ├── xrange.mdx │ │ │ ├── xread.mdx │ │ │ ├── xreadgroup.mdx │ │ │ ├── xrevrange.mdx │ │ │ └── xtrim.mdx │ │ ├── string.mdx │ │ ├── string │ │ │ ├── append.mdx │ │ │ ├── decr.mdx │ │ │ ├── decrby.mdx │ │ │ ├── get.mdx │ │ │ ├── getdel.mdx │ │ │ ├── getrange.mdx │ │ │ ├── getset.mdx │ │ │ ├── incr.mdx │ │ │ ├── incrby.mdx │ │ │ ├── incrbyfloat.mdx │ │ │ ├── mget.mdx │ │ │ ├── mset.mdx │ │ │ ├── msetnx.mdx │ │ │ ├── set.mdx │ │ │ ├── setrange.mdx │ │ │ └── strlen.mdx │ │ ├── transaction.mdx │ │ └── zset │ │ │ ├── zadd.mdx │ │ │ ├── zcard.mdx │ │ │ ├── zcount.mdx │ │ │ ├── zdiffstore.mdx │ │ │ ├── zincrby.mdx │ │ │ ├── zinterstore.mdx │ │ │ ├── zlexcount.mdx │ │ │ ├── zmscore.mdx │ │ │ ├── zpopmax.mdx │ │ │ ├── zpopmin.mdx │ │ │ ├── zrange.mdx │ │ │ ├── zrank.mdx │ │ │ ├── zrem.mdx │ │ │ ├── zremrangebylex.mdx │ │ │ ├── zremrangebyrank.mdx │ │ │ ├── zremrangebyscore.mdx │ │ │ ├── zrevrank.mdx │ │ │ ├── zscan.mdx │ │ │ ├── zscore.mdx │ │ │ └── zunionstore.mdx │ │ ├── deployment.mdx │ │ ├── developing.mdx │ │ ├── getstarted.mdx │ │ ├── overview.mdx │ │ ├── pipelining │ │ ├── auto-pipeline.mdx │ │ └── pipeline-transaction.mdx │ │ ├── retries.mdx │ │ └── troubleshooting.mdx ├── troubleshooting │ ├── command_count_increases_unexpectedly.mdx │ ├── db_capacity_quota_exceeded.mdx │ ├── econn_reset.mdx │ ├── http_unauthorized.mdx │ ├── max_concurrent_connections.mdx │ ├── max_daily_request_limit.mdx │ ├── max_key_size_exceeded.mdx │ ├── max_record_size_exceeded.mdx │ ├── max_request_size_exceeded.mdx │ ├── max_requests_limit.mdx │ ├── no_auth.mdx │ └── stream_pel_limit.mdx └── tutorials │ ├── api_with_cdk.mdx │ ├── auto_complete_with_serverless_redis.mdx │ ├── aws_app_runner_with_redis.mdx │ ├── cloud_run_sessions.mdx │ ├── cloudflare_websockets_redis.mdx │ ├── cloudflare_workers_with_redis.mdx │ ├── coin_price_list.mdx │ ├── edge_leaderboard.mdx │ ├── express_session.mdx │ ├── goapi.mdx │ ├── histogram.mdx │ ├── job_processing.mdx │ ├── laravel_caching.mdx │ ├── nextjs_with_redis.mdx │ ├── notification.mdx │ ├── nuxtjs_with_redis.mdx │ ├── python_fastapi_caching.mdx │ ├── python_multithreading.mdx │ ├── python_rate_limiting.mdx │ ├── python_realtime_chat.mdx │ ├── python_session.mdx │ ├── python_url_shortener.mdx │ ├── pythonapi.mdx │ ├── rate-limiting.mdx │ ├── redisson.mdx │ ├── roadmapvotingapp.mdx │ ├── serverless_java_redis.mdx │ ├── using_aws_sam.mdx │ ├── using_google_cloud_functions.mdx │ └── using_serverless_framework.mdx ├── script.js ├── search ├── .keep ├── features │ ├── advanced-settings.mdx │ ├── algorithm.mdx │ ├── content-and-metadata.mdx │ ├── filtering.mdx │ ├── indexes.mdx │ └── reranking.mdx ├── help │ └── faq.mdx ├── integrations │ └── docusaurus.mdx ├── overall │ ├── getstarted.mdx │ ├── pricing.mdx │ └── whatisupstashsearch.mdx ├── quickstarts │ └── nextjs.ts ├── sdks │ ├── py │ │ ├── commands │ │ │ ├── delete.mdx │ │ │ ├── fetch.mdx │ │ │ ├── info.mdx │ │ │ ├── range.mdx │ │ │ ├── reset.mdx │ │ │ ├── search.mdx │ │ │ └── upsert.mdx │ │ └── gettingstarted.mdx │ └── ts │ │ ├── commands │ │ ├── delete.mdx │ │ ├── fetch.mdx │ │ ├── info.mdx │ │ ├── range.mdx │ │ ├── reset.mdx │ │ ├── search.mdx │ │ └── upsert.mdx │ │ ├── contributing.mdx │ │ └── getting-started.mdx ├── tools │ ├── databasemigrator.mdx │ └── documentationcrawler.mdx ├── tutorials │ ├── buildsearchbar.mdx │ └── nextjs.mdx └── ui │ └── search-bar.mdx ├── style.css ├── vector ├── api │ ├── endpoints │ │ ├── delete-namespace.mdx │ │ ├── delete.mdx │ │ ├── fetch-random.mdx │ │ ├── fetch.mdx │ │ ├── info.mdx │ │ ├── list-namespaces.mdx │ │ ├── query-data.mdx │ │ ├── query.mdx │ │ ├── range.mdx │ │ ├── rename-namespace.mdx │ │ ├── reset.mdx │ │ ├── resumable-query │ │ │ ├── resume.mdx │ │ │ ├── start-with-data.mdx │ │ │ ├── start-with-vector.mdx │ │ │ └── stop.mdx │ │ ├── update.mdx │ │ ├── upsert-data.mdx │ │ └── upsert.mdx │ └── get-started.mdx ├── examples.mdx ├── features │ ├── algorithm.mdx │ ├── embeddingmodels.mdx │ ├── filtering.mdx │ ├── hybridindexes.mdx │ ├── metadata.mdx │ ├── namespaces.mdx │ ├── resumablequery.mdx │ ├── similarityfunctions.mdx │ └── sparseindexes.mdx ├── help │ └── faq.mdx ├── integrations │ ├── ai-sdk.mdx │ ├── flowise.mdx │ ├── langchain.mdx │ ├── langflow.mdx │ ├── llamaindex.mdx │ └── llamaparse.mdx ├── overall │ ├── changelog.mdx │ ├── compare.mdx │ ├── getstarted.mdx │ ├── llms-txt.mdx │ ├── pricing.mdx │ └── whatisvector.mdx ├── sdk │ ├── gosdk.mdx │ ├── semantic-cache-js.mdx │ └── semantic-cache-py.mdx ├── sdks │ ├── php │ │ ├── commands │ │ │ ├── delete-vectors.mdx │ │ │ ├── fetch.mdx │ │ │ ├── info.mdx │ │ │ ├── query.mdx │ │ │ ├── reset.mdx │ │ │ ├── upsert-data.mdx │ │ │ └── upsert-vectors.mdx │ │ ├── getting-started.mdx │ │ └── laravel.mdx │ ├── py │ │ ├── example_calls │ │ │ ├── delete.mdx │ │ │ ├── fetch.mdx │ │ │ ├── info.mdx │ │ │ ├── query.mdx │ │ │ ├── range.mdx │ │ │ ├── reset.mdx │ │ │ ├── resumable-query.mdx │ │ │ ├── update.mdx │ │ │ └── upsert.mdx │ │ ├── features.mdx │ │ └── gettingstarted.mdx │ └── ts │ │ ├── advanced.mdx │ │ ├── commands │ │ ├── delete.mdx │ │ ├── fetch.mdx │ │ ├── info.mdx │ │ ├── query.mdx │ │ ├── range.mdx │ │ ├── reset.mdx │ │ ├── resumable-query.mdx │ │ └── upsert.mdx │ │ ├── contributing.mdx │ │ └── getting-started.mdx └── tutorials │ ├── gradio-application.mdx │ ├── huggingface-embeddings.mdx │ ├── langchain.mdx │ ├── llamaindex.mdx │ ├── llamaparse.mdx │ └── semantic_search.mdx └── workflow ├── agents ├── examples.mdx ├── features.mdx ├── getting-started.mdx ├── overview.mdx └── patterns │ ├── evaluator-optimizer.mdx │ ├── orchestrator-workers.mdx │ ├── parallelization.mdx │ └── prompt-chaining.mdx ├── basics ├── caveats.mdx ├── client.mdx ├── client │ ├── cancel.mdx │ ├── dlq │ │ ├── callback.mdx │ │ ├── list.mdx │ │ ├── restart.mdx │ │ └── resume.mdx │ ├── logs.mdx │ ├── notify.mdx │ ├── trigger.mdx │ └── waiters.mdx ├── context.mdx ├── context │ ├── api.mdx │ ├── call.mdx │ ├── cancel.mdx │ ├── createWebhook.mdx │ ├── invoke.mdx │ ├── notify.mdx │ ├── run.mdx │ ├── sleep.mdx │ ├── sleepUntil.mdx │ ├── waitForEvent.mdx │ └── waitForWebhook.mdx ├── how.mdx ├── serve.mdx └── serve │ └── advanced.mdx ├── changelog.mdx ├── examples ├── allInOne.mdx ├── authWebhook.mdx ├── customRetry.mdx ├── customerOnboarding.mdx ├── eCommerceOrderFulfillment.mdx ├── imageProcessing.mdx ├── paymentRetry.mdx └── waitForEvent.mdx ├── features ├── dlq.mdx ├── dlq │ ├── callback.mdx │ ├── restart.mdx │ └── resume.mdx ├── failure-callback.mdx ├── failureFunction │ ├── advanced.mdx │ └── reliability.mdx ├── flow-control.mdx ├── flow-control │ ├── monitor.mdx │ ├── parallelism.mdx │ └── rate-period.mdx ├── invoke.mdx ├── invoke │ └── serveMany.mdx ├── notify.mdx ├── parallel-steps.mdx ├── retries.mdx ├── retries │ └── prevent-retries.mdx ├── sleep.mdx ├── wait-for-event.mdx ├── wait.mdx └── webhooks.mdx ├── getstarted.mdx ├── howto ├── cancel.mdx ├── changes.mdx ├── configure.mdx ├── events.mdx ├── failures.mdx ├── flow-control.mdx ├── local-development │ ├── development-server.mdx │ └── local-tunnel.mdx ├── logging.mdx ├── parallel-runs.mdx ├── realtime │ ├── basic.mdx │ └── human-in-the-loop.mdx ├── schedule.mdx ├── security.mdx ├── start.mdx └── use-webhooks.mdx ├── integrations ├── aisdk.mdx ├── anthropic.mdx ├── datadog.mdx ├── openai.mdx ├── prometheus.mdx └── resend.mdx ├── llms-txt.mdx ├── migration.mdx ├── pricing.mdx ├── quickstarts ├── astro.mdx ├── cloudflare-workers.mdx ├── express.mdx ├── fastapi.mdx ├── flask.mdx ├── hono.mdx ├── nextjs-fastapi.mdx ├── nextjs-flask.mdx ├── nuxt.mdx ├── platforms.mdx ├── solidjs.mdx ├── svelte.mdx ├── tanstack-start.mdx └── vercel-nextjs.mdx ├── rest ├── dlq │ ├── bulk-restart.mdx │ ├── bulk-resume.mdx │ ├── callback.mdx │ ├── delete.mdx │ ├── get.mdx │ ├── list.mdx │ ├── restart.mdx │ └── resume.mdx ├── flow-control │ ├── get.mdx │ └── list.mdx └── runs │ ├── bulk-cancel.mdx │ ├── cancel.mdx │ ├── logs.mdx │ └── notify.mdx ├── roadmap.mdx ├── sdk ├── workflow-js.mdx └── workflow-py.mdx └── troubleshooting ├── general.mdx └── vercel.mdx /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/upstash/docs/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/upstash/docs/HEAD/.gitignore -------------------------------------------------------------------------------- /README.mdx: -------------------------------------------------------------------------------- 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