Repository: github.com/funkybooboo/insighthub

InsightHub is a flexible platform designed for building, configuring, and comparing Retrieval-Augmented Generation (RAG) systems. It allows researchers and developers to test different RAG configurations against various datasets.

Core Capabilities

  • Configurable Pipelines: Swap out different retrievers, vector databases, and LLMs to test performance.
  • Dataset Agnostic: Import any dataset to test how different RAG strategies perform on specific domains.
  • Comparison Tools: Side-by-side comparison of generated answers to evaluate accuracy and relevance.

Tech Stack

  • Language: Python
  • Vector Stores: Pinecone, Qdrant
  • Frameworks: LangChain, OpenAI API