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1. RAG-with-KnowledgeGraph RAG-with-KnowledgeGraph Public

   RAG with Knowledge Graph

   Jupyter Notebook 33 8

2. LLM-FineTuning-for-Sentiment-Classification LLM-FineTuning-for-Sentiment-Classification Public

   Fine-Tuning Microsoft Phi-2 for financial news sentiment analysis improved accuracy from 0.349 to 0.872 and reduced training loss by 38%. Dataset: 4846 entries with "Neutral," "Positive," and "Nega…

   Jupyter Notebook 6 2

3. Table2Text Table2Text Public

   Table2Text is a Streamlit app using the Mistral-8x7b-32k model and Langchain framework to handle queries on tabular data like CSVs and Pandas DataFrames.

   Python 4

4. Agri-Llama Agri-Llama Public

   Introducing an advanced RAG-based Question Answering System for Agriculture, seamlessly combining Llama-2 FAISS and Hugging Face's dataset for efficient and precise domain-specific responses.

   Jupyter Notebook 2

5. SolarPanel-Tilt-Optimization SolarPanel-Tilt-Optimization Public

   The SolarPanel-Tilt-Optimization project uses machine learning to optimize solar panel angles for maximum efficiency, analyzing solar and environmental data to provide actionable insights and perfo…

   Jupyter Notebook

6. Awesome-NLP-and-IR Awesome-NLP-and-IR Public

   A comprehensive resource for NLP and IR enthusiasts, covering topics from preprocessing to deep NLP, LLM efficiency, and retrieval-augmented generation.

   3