Shypd.aiThe largest open index of AI toolsArXivChatGuru is an open-source AI tool that allows users to interact with research papers from arXiv. It fetches papers, chunks them, stores embeddings in Redis, and enables grounded questions against the loaded papers, serving as a learning project for academic RAG.
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ArXivChatGuru is an open-source Streamlit application designed to facilitate interaction with research papers from arXiv. It functions by allowing users to specify a topic and the number of papers to load. The app then retrieves these papers, splits them into manageable chunks, and generates OpenAI embeddings for each chunk. These chunks and embeddings are stored in a topic-scoped Redis vector index, which also acts as a semantic cache. Utilizing LangChain, the tool retrieves the most relevant chunks for user questions, providing context to a chat model for grounded Q&A. This project is intentionally simple, serving as a valuable learning resource for understanding Retrieval Augmented Generation (RAG) workflows in an academic context, rather than a production-ready research assistant.
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