mytechnotalent/pa
A Personal Assistant leveraging Retrieval-Augmented Generation (RAG) and the LLaMA-3.1-8B-Instant Large Language Model (LLM). This tool is designed to revolutionize PDF document analysis tasks by combining machine learning with retrieval-based systems.
Implements a three-stage RAG pipeline with LlamaIndex for document indexing and retrieval, paired with Groq's LLaMA-3.1-8B API for inference. Uses HuggingFace embeddings for semantic similarity matching and integrates Tesseract OCR for scanned PDF text extraction, with a Gradio UI for interactive queries against indexed document corpora.
Stars
30
Forks
2
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Nov 26, 2025
Commits (30d)
0
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