AI Transcription Tool

[nibzard]

Content Type

Guide

Article Description

Contribute to the repo to add more supported APIs: https://github.com/nkkko/sapat
OpenAI, groq, what else?
Write a long-form guide based on the repo and readme.

Target Audience

AI engineer

References/Resources

https://github.com/nkkko/sapat

Examples

This is a nice example, but it needs to be longer, explain more each step, especially whisper:
https://www.daytona.io/dotfiles/how-to-set-up-a-project-with-cal-com-and-supabase

Special Instructions

No response

[nibzard]

/bounty $150

[algora-pbc]

💎 $150 bounty • Daytona

Steps to solve:

1. Start working: Comment /attempt #13 with your implementation plan
2. Submit work: Create a pull request including /claim #13 in the PR body to claim the bounty
3. Receive payment: 100% of the bounty is received 2-5 days post-reward. Make sure you are eligible for payouts

If no one is assigned to the issue, feel free to tackle it, without confirmation from us, after registering your attempt. In the event that multiple PRs are made from different people, we will generally accept those with the cleanest code.

Please respect others by working on PRs that you are allowed to submit attempts to.

e.g. If you reached the limit of active attempts, please wait for the ability to do so before submitting a new PR.

If you can not submit an attempt, you will not receive your payout.

Thank you for contributing to daytonaio/content!

Add a bounty • Share on socials

Attempt	Started (UTC)	Solution	Actions
🟢 @bisgeario	Jun 02, 2026, 04:37:38 AM	#290	Reward
🟢 @tudorian95	Jun 04, 2026, 10:49:00 AM	#294	Reward
🟢 @ccunningham452-dev	May 10, 2026, 09:58:25 PM	#165	Reward
🟢 @godd-ctrl	May 10, 2026, 10:40:08 PM	#167	Reward
🟢 @strongkeep-debug	May 10, 2026, 10:00:01 PM	#166	Reward
🟢 @M4dotsuki	May 10, 2026, 10:47:11 PM	#168	Reward
🟢 @devchilles	May 11, 2026, 02:43:27 AM	#170	Reward
🟢 @saim256	May 11, 2026, 02:44:14 AM	#171	Reward
🟢 @imyago9	May 11, 2026, 02:01:28 AM	WIP
🟢 @johnvouros	May 11, 2026, 02:53:00 AM	WIP
🟢 @antaloaalonso	May 11, 2026, 04:05:48 AM	#173	Reward
🟢 @Mykidzou	May 11, 2026, 04:31:15 AM	#174	Reward
🟢 @Iineman2	May 11, 2026, 06:28:48 AM	#175	Reward
🟢 @worjs	May 11, 2026, 09:37:51 AM	#178	Reward
🟢 @kaziiza	May 11, 2026, 10:04:38 AM	#179	Reward
🟢 @dustinvali	May 11, 2026, 10:14:10 AM	#180	Reward
🟢 @andresreibel	May 11, 2026, 10:14:15 AM	WIP
🟢 @c0d33ngr	Feb 11, 2025, 10:03:06 AM	#163	Reward
🟢 @jjoanna2-debug	May 11, 2026, 01:31:19 PM	#181	Reward
🟢 @dclawd88	May 11, 2026, 07:04:29 PM	#182	Reward
🟢 @saulane	May 12, 2026, 11:56:15 AM	#184	Reward
🟢 @Jannikheuser	May 12, 2026, 11:49:31 AM	#183	Reward
🟢 @TTTTTTTTTTGGGGGGGGG	May 12, 2026, 12:13:19 PM	#185	Reward
🟢 @zaixincheng174-ai	May 12, 2026, 09:19:35 PM	#189	Reward
🟢 @137985990	May 12, 2026, 09:15:08 PM	#188	Reward
🟢 @jswagbo	May 13, 2026, 12:46:21 AM	#190	Reward
🟢 @BerqiaMouad	May 13, 2026, 12:59:57 AM	#192	Reward
🟢 @Aroesler1	May 13, 2026, 08:28:47 AM	#194	Reward
🟢 @imaanmulji	May 13, 2026, 10:55:13 AM	#195	Reward
🟢 @SimoneMariaRomeo	May 14, 2026, 12:39:22 AM	#198	Reward
🟢 @newmattock	May 14, 2026, 12:39:08 AM	#197	Reward
🟢 @adminlip	May 14, 2026, 12:20:04 AM	#196	Reward
🟢 @alan747271363-art	May 14, 2026, 07:37:26 AM	#205	Reward
🟢 @haocyan0723-code	May 16, 2026, 04:38:24 PM	#206	Reward
🟢 @jackjin1997	Jun 16, 2026, 10:52:49 PM	#295	Reward
🟢 @zhengjynicolas	May 18, 2026, 08:11:02 AM	#208	Reward
🟢 @zeroknowledge0x	Jun 18, 2026, 06:02:27 PM	#296	Reward
🟢 @manuelsampedro1	May 19, 2026, 03:36:42 AM	#209	Reward
🟢 @jordansilly77-stack	Jun 19, 2026, 03:57:14 PM	#298	Reward
🟢 @rohitmulani63-ops	Jun 19, 2026, 03:45:57 PM	#297	Reward
🟢 @giraffekey	Aug 19, 2024, 05:17:33 PM	WIP
🟢 @DevGajjar28	Aug 19, 2024, 10:26:40 PM	WIP
🟢 @7vf7gcpwsy-create	May 20, 2026, 07:09:57 AM	#210	Reward
🟢 @a1local	May 20, 2026, 07:34:16 AM	#211	Reward
🟢 @jalilhadjhabib	May 20, 2026, 01:26:02 PM	WIP
🟢 @zergzorg	May 20, 2026, 03:57:19 PM	#215	Reward
🟢 @anamanlab	May 20, 2026, 03:38:20 PM	#214	Reward
🟢 @codeaustral-oss	May 20, 2026, 05:46:35 PM	#216	Reward
🟢 @aclanot	May 20, 2026, 05:52:34 PM	#217	Reward
🟢 @DYSfu	May 20, 2026, 05:57:49 PM	#218	Reward
🟢 @Da7-Tech	May 20, 2026, 06:35:29 PM	#219	Reward
🟢 @katlark	May 20, 2026, 06:54:29 PM	#225	Reward
🟢 @JPL-Jarvis	May 20, 2026, 06:41:09 PM	#220	Reward
🟢 @EnesBrt	May 20, 2026, 06:46:40 PM	WIP
🟢 @Dowser	May 20, 2026, 07:06:28 PM	#226	Reward
🟢 @Dani-ilusia	May 20, 2026, 08:27:47 PM	#229	Reward
🟢 @lampten	May 20, 2026, 10:38:52 PM	#230	Reward
🟢 @autonomousventurelab-jpg	May 20, 2026, 10:53:21 PM	#231	Reward
🟢 @troghx	May 20, 2026, 11:33:46 PM	#232	Reward
🟢 @absalonCRC	May 20, 2026, 11:57:32 PM	#233	Reward
🟢 @xhh678876	May 21, 2026, 12:35:45 AM	#234	Reward
🟢 @SadmanPinon	May 21, 2026, 01:35:30 AM	#235	Reward
🟢 @agionni	May 21, 2026, 04:35:01 AM	#238	Reward
🟢 @landiscode	May 21, 2026, 05:14:47 AM	WIP
🟢 @BinkyTwin	May 21, 2026, 08:32:08 AM	#242	Reward
🟢 @LubuSeb	May 24, 2026, 11:59:32 PM	#249	Reward
🟢 @mitre88	May 24, 2026, 11:50:29 PM	#248	Reward
🟢 @Kleenex-ultrasoft	May 24, 2026, 11:26:48 PM	#247	Reward
🟢 @justusaugust	May 25, 2026, 12:36:41 AM	#250	Reward
🟢 @Cameron-xuan	May 25, 2026, 03:29:05 AM	#251	Reward
🟢 @abridegan-bit	May 26, 2026, 09:03:52 PM	#252	Reward
🟢 @jtc268	May 27, 2026, 07:25:53 AM	#253	Reward
🟢 @Lindqvist87	May 27, 2026, 10:42:31 AM	#254	Reward
🟢 @jonahsills	May 27, 2026, 10:42:58 PM	#255	Reward
🟢 @eibrahim	May 28, 2026, 02:45:13 AM	#256	Reward
🟢 @Davidrsdiaz	May 28, 2026, 07:13:57 AM	#257	Reward
🟢 @Jorel97	May 29, 2026, 04:41:09 AM	#259	Reward
🟢 @chinook1001	May 29, 2026, 06:23:08 PM	#260	Reward
🟢 @attaboy11	May 30, 2026, 05:55:33 AM	#263	Reward
🟢 @jaxassistant55	May 31, 2026, 03:29:53 PM	#272	Reward
🟢 @copernicusjones	May 31, 2026, 07:54:01 PM	#273	Reward

[giraffekey]

/attempt #13

Algora profile	Completed bounties	Tech	Active attempts	Options
@giraffekey	1 bounty from 1 project	Rust, JavaScript, HTML & more	﹟11	Cancel attempt

[DevGajjar28]

/attempt #13

Options

• Cancel my attempt

[giraffekey]

@DevGajjar28 don't do what you're about to do

[c0d33ngr]

/attempt #13

Algora profile	Completed bounties	Tech	Active attempts	Options
@c0d33ngr	1 daytonaio bounty	Go, Python, TypeScript & more		Cancel attempt

[algora-pbc]

💡 @c0d33ngr submitted a pull request that claims the bounty. You can visit your bounty board to reward.

[WeberG619]

Hi,

Content Type

Guide

Article Description

Contribute to the repo to add more supported APIs: https://github.com/nkkko/sapat
OpenAI, groq, what else?
Write a long-form guide based on the...

I build production AI systems — not demos. I've architected autonomous agent pipelines that run 24/7 with Claude API, custom MCP servers, multi-agent orchestration, and tool-use patterns.

Concrete examples:

• Built a multi-agent system with 66 MCP tools that handles market analysis, opportunity scanning, and automated decision-making
• Production Claude API integrations with structured outputs, retry logic, cost optimization, and monitoring
• Built desktop automation that orchestrates Revit, Excel, browsers, and AI models together — real workflow automation, not chatbot wrappers

For [daytonaio/content] AI Transcription Tool:
The key to reliable AI automation is knowing where to use AI and where to use deterministic code. I'd design an architecture that's robust, cost-efficient, and handles edge cases — then iterate quickly with you on the output quality.

Available to start immediately. What's the most important capability you need working first?

Weber Gouin

[ccunningham452-dev]

/attempt #13

Plan:

• Write a long-form Daytona guide for using Sapat to transcribe video files in a reproducible workspace.
• Cover setup, ffmpeg, environment variables, OpenAI/Groq/Azure provider choices, CLI usage, transcript correction, and troubleshooting.
• Include an original workflow diagram plus a short author profile for this first content contribution.
• Run markdown lint before opening the PR and include /claim #13 in the PR body.

[strongkeep-debug]

/attempt #13

Plan:

• Inspect Daytona content structure, style, and existing guide conventions before writing.
• Research the Sapat repo directly so the guide is grounded in real setup, provider support, and CLI behavior.
• Add a long-form, reproducible AI transcription guide with clear steps for Whisper/transcription setup, provider options, troubleshooting, and Daytona workspace usage.
• Run the repo's available formatting/lint checks or at least targeted Markdown/link validation before opening a PR with /claim AI Transcription Tool #13.

[godd-ctrl]

/attempt #13

Plan:

• Read the Sapat source and README so the guide reflects its real CLI options, provider configuration, ffmpeg flow, and transcript correction behavior.
• Add a long-form Daytona guide that walks AI engineers through creating a reproducible workspace, configuring OpenAI/Groq/Azure credentials, running Sapat on one file or a directory, and troubleshooting Whisper/API issues.
• Include a simple original workflow diagram plus an author profile for this first contribution.
• Run markdown lint before opening a PR with /claim AI Transcription Tool #13.

[M4dotsuki]

/attempt #13

Plan:

• Submit a long-form Daytona guide for building a repeatable AI transcription pipeline with Sapat.
• Ground the guide in the Sapat source and documented CLI behavior, including ffmpeg conversion, required --api, provider configuration, --correct, quality settings, batching, and validation.
• Include a new speech-to-text definition, an original workflow diagram, and a first-time contributor author profile.
• Validate the changed Markdown files with markdownlint and include /claim #13 in the PR body.

[devchilles]

/attempt #13

Plan:

• Write a distinct long-form guide focused on batch transcribing and correcting meeting, lecture, and demo recordings with Sapat inside a Daytona workspace.
• Ground the article in the Sapat source/README: ffmpeg conversion, --api, --quality, --language, --prompt, --temperature, directory processing, and --correct behavior.
• Keep it different from the active provider-extension PRs by emphasizing repeatable workflow design, transcript QA, file organization, and troubleshooting for AI engineers running multi-file jobs.
• Add one small definition and an original workflow diagram, then validate Markdown before opening a PR with /claim #13.

[saim256]

/attempt #13

Plan:

• Write a distinct long-form Daytona guide for running Sapat as a repeatable QA-focused transcription workflow, not another provider-extension article.
• Ground the guide in the current Sapat README/source: ffmpeg MP3 conversion, OpenAI/Groq/Azure provider selection, file vs directory processing, quality/language/prompt/temperature flags, and output review.
• Add a compact original workflow diagram, one Daytona-style definition, and a first-time contributor author profile.
• Run markdown lint and git diff --check before opening a PR with /claim AI Transcription Tool #13.