•1 min read•from Machine Learning
Aiki my local Wikipedia Retrieval-Augmented Generation system [R]
Hey
i built Aiki a lightweight tool that let's you chat with Wikipedia locally.
what it does: - Downloads and chunks wikipedia articles (u can choose those articles by their name or articles and also the option of downloading the similar topics) - Uses a custom TF-IDF + cosine similarity retriever (built from scratch) - Supports query expansion using Wikipedia links/redirects - Optional answer generation with llm
Very minimal dependencies and runs completely locally.
Repo: https://github.com/yacine204/Aiki
Would really appreciate your feedback.
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Tagged with
#rows.com
#financial modeling with spreadsheets
#AI formula generation techniques
#Aiki
#Wikipedia
#Retrieval-Augmented Generation
#TF-IDF
#cosine similarity
#query expansion
#answer generation
#local system
#article downloading
#topic similarity
#dependencies
#custom retriever
#local chat
#chunking articles
#Wikipedia links
#hypothetical LLM
#minimal requirements