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RAG with LM studio, local LLMs, Scientific PDF text extraction,

GPL-3.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
LICENSE		LICENSE
Loop_PDFs_text_LM.ipynb		Loop_PDFs_text_LM.ipynb
RAG_with_LMstudio_GH.ipynb		RAG_with_LMstudio_GH.ipynb
README.md		README.md

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RAG_with_LM Studio

RAG with LM Studio, local LLMs

Loop_PDFs_text_LM.ipynb

Reads all PDFs in a given folder
Extracts text using GROBID
Stores text elements in SQLite3 database
Recursive chunks
Embedding
Vectorization
Retrieval: 1. standard, 2. LangChain: MultiQueryRetriever
OpenAI-based chat using LM studio
Display Query, Prompt Info, Answer: dashboard Browser TAB
Retrieval and QA chain -based chat using LM studio
Display in new Browser TAB