#rag hackathon ideas

Ideas tagged rag

• AI Agents

  NGO Grant Application Agent

  The agent drafts grant applications from your past reports and the funder's criteria

  Intermediate18h1–3

  RAGLLMMarkItDown

  18/20

• AI Agents

  Research Paper Reading Agent

  The agent walks you through a paper section by section and builds a glossary

  Intermediate16h1–2

  MarkItDownRAGLLM

  17/20

• AI Agents

  New Hire Onboarding Buddy

  A chat buddy answers newcomer questions from your docs and checks off onboarding tasks

  Intermediate16h1–3

  RAGSlack APILLM

  17/20

• Productivity

  Personal Search Across Mail, Docs and Notes

  Ask one question and search your email, drive and notes at once

  Advanced26h1–3

  EmbeddingsQdrantGmail API

  17/20

• Fintech

  Insurance Policy Explainer

  Upload a policy and get covered, not covered and waiting periods explained

  Intermediate14h1–2

  MarkItDownLLMNext.js

  17/20

• Health

  Clinical Trial Matcher

  Find clinical trials a patient may qualify for in plain language

  Advanced24h2–3

  EmbeddingsLLMPostgres

  17/20

• Health

  Pregnancy Q&A with Citations

  Answer pregnancy questions from trusted health sources with citations

  Intermediate14h1–2

  EmbeddingsLLMChroma

  17/20

• EdTech

  Textbook Tutor (RAG)

  Answers questions only from your own textbook, with page citations

  Intermediate24h1–3

  Next.jsRAGVector DB

  17/20

• EdTech

  Chat with Historical Documents

  Ask questions about primary sources and get cited answers

  Intermediate14h1–2

  EmbeddingsLLMChroma

  17/20

• Social Good

  Tenant Rights Helper

  Ask a housing question and get local rules with sources and a letter template

  Intermediate14h1–2

  EmbeddingsLLMChroma

  17/20

• AI

  Document Q&A

  Lets people ask questions about long documents instantly

  Intermediate24h1–3

  Next.jsRAGLLM

  16/20

• AI

  Video Moment Search

  Jumps to the exact second in a long video where something was said or shown

  Advanced48h2–4

  PythonWhisperVector DB

  16/20

• AI

  Shop Chat Auto-Responder from Catalog

  Answer customer questions on price, stock and delivery from your own catalog

  Intermediate16h1–3

  RAGVector DBLLM

  16/20

• AI

  AI Answer Claim Verifier

  Paste an AI answer and see which claims are supported by real sources

  Advanced26h2–3

  LLMSearch APIRAG

  16/20

• AI Agents

  Multi-Agent Research Brief

  Produces a one-page cited brief on any question in minutes

  Advanced36h2–4

  PythonLangGraphSearch API

  16/20

• AI Agents

  Customer Support Agent with Escalation

  Answer support chats from your docs and escalate to a human with full context

  Intermediate18h1–3

  RAGLLMVector DB

  16/20

• Climate

  Climate Myth Buster with Sources

  Paste a climate claim and get a sourced, plain-language response

  Intermediate14h1–2

  RAGLLMVector DB

  16/20

• Social Good

  Benefit Eligibility Finder

  Finds government schemes a family may qualify for

  Intermediate24h1–3

  Next.jsRAGLLM

  16/20

• Social Good

  Forwarded Claim Checker

  Checks viral forwarded messages against trusted sources

  Advanced36h2–4

  PythonSearch APILLM

  16/20

• AI

  Docs to Knowledge Graph Explorer

  Turn a folder of documents into a clickable graph of people, places and claims

  Advanced28h2–4

  LLMPythonECharts

  15/20

• Climate

  ESG Report Claim Extractor

  Pull every climate target and claim from a company report and check for vagueness

  Intermediate18h1–3

  MarkItDownLLMNext.js

  15/20

• Fintech

  Expense Policy Checker

  Checks receipts against company policy before submission

  Intermediate24h1–3

  Next.jsRAGOCR

  15/20

• Devtools

  Private Codebase Q&A

  Answers questions about a codebase using only local models

  Advanced36h2–3

  PythonOllamaVector DB

  15/20