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RAG System · Python

dir-app

What it is

The repository implements a simple retrieval-augmented generation (RAG) application that fetches arXiv papers, summarizes them using Haystack, generates research directions via OpenAI, and exposes the results through a FastAPI API with a React frontend.

Scored from the code at its last scan, 24 Oct 2026. How merit is scored

Where it counts

  • NLP & LLMs90%
  • Machine Learning70%
  • Data Science40%
  • MLOps30%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the NLP & LLMs board

Whole board
  1. 52, shared rankML-workflow-imageInference System · Shell49.2/100ImplementationRick
  2. 52, shared ranksnow-cuadDataset / Data Pipeline · Python49.2/100ImplementationJarad Peckenpaugh
  3. 54dir-appRAG System · Python48.7/100Implementationkarims
  4. 55executive-assistantOther AI Project · JavaScript48.2/100ImplementationJarad Peckenpaugh
  5. 56nexus-render-hybridAgent System · Python47.5/100ImplementationCryptostoner

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