Posts listed under tag: database
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Gradio Interface for RAG Chatbot
In this notebook we will create a simple interface using the Gradio framework for users to interact with our RAG enabled chatbot and maintain their database of reference documents.Categories: Deep learning , Misc -
Improving Large Language Models (LLMs) Through Retrievel Augmented Generation (RAG)
In this notebook we will explore running an LLM locally, as well as how our model can utilize RAG to alleviate problems of hallucination and knowledge gaps in the training data.Categories: Deep learning , Data wrangling
1 numpy pandas matplotlib seaborn scikit-learn classification statistics nlp fun scipy dimensionality_reduction webscrape tensorflow computer_vision requests html bs4 transfer_learning regression pytorch nltk multiprocessing kaggle generative_ai featured competition transformers statsmodels statsmodel sql recommendation ollama object_detection langchain forecast flask embedding database cv2 automation api tkinter statistics math gradio