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WikiIndex

RAG explorer created for my Cal Poly senior project. Includes:

  • A server which downloads a Wikipedia HTML dump, parses and splits the article abstracts, and creates and embedding index with ColBERT before serving them.
  • A server which serves different types of RAG pipelines using dspy, with some hacked-in support for SSE while the pipelines are executing.
  • A frontend which allows users to log in and ask questions to each of the RAG pipelines and inspect their outputs across each step.

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End-to-end streaming Wikipedia abstract RAG system using ColBERT and dspy, artifacts from Cal Poly undergraduate senior project.

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