Search your photos by description without uploading them anywhere
Advanced30h1–3
Transformers.jsCLIPWebGPU
17/20#search hackathon ideas
10 ideas across 3 categories · 1 beginner · 5 intermediate · 4 advanced. Sorted by judging fit (editorial estimate).
Ideas tagged search
Productivity
Team Decision Log from Chat
Automatically capture decisions made in chat threads into a searchable log
Intermediate14h1–3Slack APILLMPostgres17/20Productivity
Personal Search Across Mail, Docs and Notes
Ask one question and search your email, drive and notes at once
Advanced26h1–3EmbeddingsQdrantGmail API17/20Productivity
Forward-to-File Knowledge Inbox
Forward links and notes to a bot and they get filed, summarised and searchable
Intermediate12h1–2Telegram Bot APILLMPostgres17/20Productivity
Stale Wiki Page Detector
Find internal docs that are outdated or contradict each other
Intermediate14h1–2EmbeddingsLLMPostgres17/20Health
Clinical Trial Matcher
Find clinical trials a patient may qualify for in plain language
Advanced24h2–3EmbeddingsLLMPostgres17/20Lets people ask questions about long documents instantly
Intermediate24h1–3Next.jsRAGLLM16/20Jumps to the exact second in a long video where something was said or shown
Advanced48h2–4PythonWhisperVector DB16/20Productivity
Bookmark Auto-Tagger
Import messy bookmarks and get them tagged, de-duplicated and searchable
Beginner8h1LLMNext.jsEmbeddings16/20Productivity
Semantic Clipboard History
Finds anything you copied last week by meaning, not exact words
Intermediate24h1–2ElectronTransformers.jsSQLite15/20