I tested my local, small LLM connected to my Zotero database in Open WebUI against NotebookLM. The results were really, truly surprising.
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I tested Granite 3.1-2b and Granite 3.1-8b vs NotebookLM. I am now more impressed than ever!
If you find Granite hallucinating with the default temperature setting, I've had good results setting it at about .20.
Results from the testing: https://docs.google.com/spreadsheets/d/1nW7B_A7fzayaMancYwU89ApOOfLG5WOefzstdL_fg-Y/edit?usp=sharing
Learn how to set up your own local, private research assistant like Dwayne with no coding:
https://youtu.be/b2BSZfOtD_w
The original RAG template I adapted (my modified version is in the google sheet): https://medium.com/@kelvincampelo/how-ive-optimized-document-interactions-with-open-webui-and-rag-a-comprehensive-guide-65d1221729eb
Tutorials and how-to guides:
Connect a LLM to your Zotero (or any other local folder):
https://youtu.be/b2BSZfOtD_w
Conventional meta-analysis: https://www.youtube.com/playlist?list=PLXa5cTEormkEbYpBIgikgE0y9QR7QIgzs
Three-level meta-analysis: https://www.youtube.com/playlist?list=PLXa5cTEormkHwRmu_TJXa7fSb6-WBXXoJ
Three-level meta-analysis with correlated and hierarchical effects and robust variance estimation: https://www.youtube.com/playlist?list=PLXa5cTEormkEGenfcnp9X5dQUhmm7f9Jp
Want free point and click (no coding required) meta-analysis software? Check out Simple Meta-Analysis: https://learnmeta-analysis.com/pages/simple-meta-analysis-software
Tired of manually extracting data for systematic review and meta-analysis? Check out AI-Assisted Data Extraction, a free package for R!
https://youtu.be/HuWXbe7hgFc
Free ebook on meta-analysis in R (no download required): https://noah-schroeder.github.io/reviewbook/
Visit our website at https://learnmeta-analysis.com/
0:40 Setup
4:05 Results