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RAG-with-KnowledgeGraph
RAG-with-KnowledgeGraph PublicRetrieval Augmented Generation with LangChain, Neo4J Graph DB
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llm4IndicLanguage
llm4IndicLanguage PublicFine Tuning Open Source LLMs for Indic Language
Jupyter Notebook
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Agri-Llama
Agri-Llama PublicIntroducing 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
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LLM-FineTuning-for-Sentiment-Classification
LLM-FineTuning-for-Sentiment-Classification PublicFine-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 2
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Table2Text
Table2Text PublicTable2Text 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 1
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SolarPanel-Tilt-Optimization
SolarPanel-Tilt-Optimization PublicThe 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
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