James Ritchie
a62cb3e60b
* Uses image cards for the frameworks
* Removes old snippets
* New AI agents side menu section
* WIP adding new ai agent pages
* Better overview page
* More copy added to the agent example pages
* Copy improvements
* Removes “Creating a project” page and side menu section
* Fixes broken links
* Updates to the latest Mintlify version, fixes issues, changes theme
* Adds descriptions to the main dropdown menu items
* Reformatted Introduction docs ‘landing page’
* Retry heartbeat timeouts by putting back in the queue (#1689)
* If there’s a heartbeat error and no attempts we put it back in the queue to try again
* When nacking, return whether it was put back in the queue or not
* Try and nack, if it fails then fail the run
* Consolidated switch statement
* Fail executing/retrying runs
* OOM retrying on larger machines (#1691)
* OOM retrying on larger machines
* Create forty-windows-shop.md
* Update forty-windows-shop.md
* Only retry again if the machine is different from the original
* Kubernetes OOMs appear as non-zero sigkills, adding support for treating these as OOMs
* Complete the original attempt span if retrying due to an OOM
* Revert "Complete the original attempt span if retrying due to an OOM"
This reverts commit 5f652c6212.
* chore: Update version for release (#1666)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* Release 3.3.14
* Set machine when triggering docs
* Batch queue runs that are waiting for deploy (#1693)
* Detect ffmpeg OOM errors, added manual OutOfMemoryError (#1694)
* Detect ffmpeg OOM errors, added manual OutOfMemoryError
* Create eighty-spies-knock.md
* Improved the machines docs, including the new OutOfMemoryError
* chore: Update version for release (#1695)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* Release 3.3.15
* Create new partitioned TaskEvent table, and switch to it gradually as new runs are created (#1696)
* Create new partitioned TaskEvent table, and switch to it gradually as new runs are created
* Add env var for partition window in seconds
* Make startCreatedAt required in task event store
* Don't create an attempt if the run is final, batchTriggerAndWait bad continue fix (#1698)
* WIP fix for ResumeAttemptService selecting the wrong attempt (which has no error or output)
* Don’t create an attempt if the run is already in a final status
* Don’t get all the columns for the query. Improved the logging.
* Added a log to the batch example
* Filter out the undefined values
* Fix missing logs on child runs by using the root task run createdAt if it exists (#1697)
* Provider changes to support image cache (#1700)
* add env var for additional pull secrets
* make static images configurable
* optional image prefixes
* optional labels with sample rates
* add missing core paths
* remove excessive logs
* Fix run container exits after OOM retries (#1701)
* remove unused imports
* tell run to exit before force requeue
* handle exit for case where we already retried after oom
* improve retry span and add machine props
* don't try to exit run in dev
* Upgrade local dev to use electric beta.15 (#1699)
* Text fixes
* Removed pnpm files
---------
Co-authored-by: Matt Aitken <matt@mattaitken.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Eric Allam <eric@trigger.dev>
Co-authored-by: nicktrn <55853254+nicktrn@users.noreply.github.com>
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---
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title: "Frameworks, guides and examples overview"
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sidebarTitle: "Overview"
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description: "An ever growing list of guides and examples to help you get setup with Trigger.dev."
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---
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## Frameworks
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<CardGroup cols={2}>
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<Card title="Bun" img="/images/logo-bun.png" href="/guides/frameworks/bun"/>
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<Card title="Next.js" img="/images/logo-nextjs.png" href="/guides/frameworks/nextjs"/>
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<Card title="Node.js" img="/images/logo-nodejs.png" href="/guides/frameworks/nodejs"/>
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<Card title="Remix" img="/images/logo-remix.png" href="/guides/frameworks/remix"/>
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</CardGroup>
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## Guides
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Get set up fast using our detailed walk-through guides.
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| Guide | Description |
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| :----------------------------------------------------------------------------------------- | :------------------------------------------------ |
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| [AI Agent: Generate and translate copy](/guides/ai-agents/generate-translate-copy) | Chain prompts to generate and translate content |
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| [AI Agent: Route questions](/guides/ai-agents/route-question) | Route questions to different models based on complexity |
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| [AI Agent: Content moderation](/guides/ai-agents/respond-and-check-content) | Parallel check content while responding to customers |
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| [AI Agent: News verification](/guides/ai-agents/verify-news-article) | Orchestrate fact checking of news articles |
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| [AI Agent: Translation refinement](/guides/ai-agents/translate-and-refine) | Evaluate and refine translations with feedback |
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| [Prisma](/guides/frameworks/prisma) | How to setup Prisma with Trigger.dev |
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| [Sequin database triggers](/guides/frameworks/sequin) | Trigger tasks from database changes using Sequin |
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| [Supabase edge function hello world](/guides/frameworks/supabase-edge-functions-basic) | Trigger tasks from Supabase edge function |
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| [Supabase database webhooks](/guides/frameworks/supabase-edge-functions-database-webhooks) | Trigger tasks using Supabase database webhooks |
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| [Using webhooks in Next.js](/guides/frameworks/nextjs-webhooks) | Trigger tasks from a webhook in Next.js |
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| [Using webhooks in Remix](/guides/frameworks/remix-webhooks) | Trigger tasks from a webhook in Remix |
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| [Stripe webhooks](/guides/examples/stripe-webhook) | Trigger tasks from incoming Stripe webhook events |
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## Example projects
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Example projects are full projects with example repos you can fork and use. These are a great way of learning how to encorporate Trigger.dev into your project.
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| Example project | Description | Framework | GitHub Repo |
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| :-------------------------------------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------- | :-------- | :---------------------------------------------------------------------------------------------------- |
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| [Realtime Fal.ai image generation](/guides/example-projects/realtime-fal-ai) | Generate an image from a prompt using Fal.ai and show the progress of the task on the frontend using Realtime. | Next.js | [View the repo](https://github.com/triggerdotdev/examples/tree/main/realtime-fal-ai-image-generation) |
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| [Batch LLM Evaluator](/guides/example-projects/batch-llm-evaluator) | Evaluate multiple LLM models and stream the results to the frontend. | Next.js | [View the repo](https://github.com/triggerdotdev/examples/tree/main/batch-llm-evaluator) |
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| [Realtime CSV Importer](/guides/example-projects/realtime-csv-importer) | Upload a CSV file and see the progress of the task streamed to the frontend. | Next.js | [View the repo](https://github.com/triggerdotdev/examples/tree/main/realtime-csv-importer) |
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| [Vercel AI SDK image generator](/guides/example-projects/vercel-ai-sdk-image-generator) | Use the Vercel AI SDK to generate images from a prompt. | Next.js | [View the repo](https://github.com/triggerdotdev/examples/tree/main/vercel-ai-sdk-image-generator) |
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## Example tasks
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Task code you can copy and paste to use in your project. They can all be extended and customized to fit your needs.
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| Example task | Description |
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| :---------------------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------- |
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| [DALL·E 3 image generation](/guides/examples/dall-e3-generate-image) | Use OpenAI's GPT-4o and DALL·E 3 to generate an image and text. |
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| [Deepgram audio transcription](/guides/examples/deepgram-transcribe-audio) | Transcribe audio using Deepgram's speech recognition API. |
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| [Fal.ai image to cartoon](/guides/examples/fal-ai-image-to-cartoon) | Convert an image to a cartoon using Fal.ai, and upload the result to Cloudflare R2. |
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| [Fal.ai with Realtime](/guides/examples/fal-ai-realtime) | Generate an image from a prompt using Fal.ai and show the progress of the task on the frontend using Realtime. |
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| [FFmpeg video processing](/guides/examples/ffmpeg-video-processing) | Use FFmpeg to process a video in various ways and save it to Cloudflare R2. |
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| [Firecrawl URL crawl](/guides/examples/firecrawl-url-crawl) | Learn how to use Firecrawl to crawl a URL and return LLM-ready markdown. |
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| [LibreOffice PDF conversion](/guides/examples/libreoffice-pdf-conversion) | Convert a document to PDF using LibreOffice. |
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| [OpenAI with retrying](/guides/examples/open-ai-with-retrying) | Create a reusable OpenAI task with custom retry options. |
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| [PDF to image](/guides/examples/pdf-to-image) | Use `MuPDF` to turn a PDF into images and save them to Cloudflare R2. |
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| [React to PDF](/guides/examples/react-pdf) | Use `react-pdf` to generate a PDF and save it to Cloudflare R2. |
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| [Puppeteer](/guides/examples/puppeteer) | Use Puppeteer to generate a PDF or scrape a webpage. |
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| [Resend email sequence](/guides/examples/resend-email-sequence) | Send a sequence of emails over several days using Resend with Trigger.dev. |
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| [Scrape Hacker News](/guides/examples/scrape-hacker-news) | Scrape Hacker News using BrowserBase and Puppeteer, summarize the articles with ChatGPT and send an email of the summary every weekday using Resend. |
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| [Sentry error tracking](/guides/examples/sentry-error-tracking) | Automatically send errors to Sentry from your tasks. |
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| [Sharp image processing](/guides/examples/sharp-image-processing) | Use Sharp to process an image and save it to Cloudflare R2. |
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| [Supabase database operations](/guides/examples/supabase-database-operations) | Run basic CRUD operations on a table in a Supabase database using Trigger.dev. |
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| [Supabase Storage upload](/guides/examples/supabase-storage-upload) | Download a video from a URL and upload it to Supabase Storage using S3. |
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| [Vercel AI SDK](/guides/examples/vercel-ai-sdk) | Use Vercel AI SDK to generate text using OpenAI. |
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| [Vercel sync environment variables](/guides/examples/vercel-sync-env-vars) | Automatically sync environment variables from your Vercel projects to Trigger.dev. |
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<Note>
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If you would like to see a guide for your framework, or an example task for your use case, please
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request it in our [Discord server](https://trigger.dev/discord) and we'll add it to the list.
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</Note>
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