Netra Prasad NeupaneHow to run LLMs locally?Large language models are deep learning models trained on immense amounts of data making them capable of understanding and generating…May 24May 24
Netra Prasad NeupaneVirtual Environments in PythonIn software development, we are often stuck in situations where we need to switch/test on multiple versions of dependencies like…May 18May 18
Netra Prasad NeupaneGLiNER: A Zero-Shot NER that outperforms ChatGPT and traditional NER modelsNamed Entity Recognition(NER) is a natural language processing (NLP) method that seeks to locate and classify named entities mentioned in…May 35May 35
Netra Prasad NeupaneConversational Streaming Bot using Gemini, Langchain and StreamlitChatGPT was the first widely used AI chatbot, but now the competition is getting fierce. Other models are joining the scene, offering…Apr 20Apr 20
Netra Prasad NeupaneYouTube Video Summarizer and Question Answering Bot using GeminiThe large language model has been a very hot topic since the release of ChatGPT in late 2022. Now, the entire AI community is focused…Mar 81Mar 81
Netra Prasad NeupaneInvoice Extraction Bot using Streamlit and GeminiThe large language model has been a very hot topic since the release of ChatGPT in late 2022. There is more than one LLM release every…Feb 162Feb 162
Netra Prasad NeupaneRetrieval Augmented Generation(RAG) using LlamaIndex and Mistral— 7BRetrieval Augmented Generation(RAG) is the technique to query over both structured and unstructured documents using the large language…Jan 301Jan 301
Netra Prasad NeupaneRetrieval Augmented Generation (RAG) — Concept, Workings & EvaluationThe large language model (LLM) became a buzzword in 2023. After the massive success of GPT-3, more than one LLM has been released each…Dec 21, 20231Dec 21, 20231
Netra Prasad NeupaneDocument Skewness Detection and CorrectionIn computer vision, while working with the document data the performance of the machine learning systems is always impacted by the skewness…Nov 19, 2023Nov 19, 2023
Netra Prasad NeupaneIntroduction to MLOps for Beginner — Part 1In machine learning, we often train, test and deploy the model iteratively until and unless the performance of the model meets the…Sep 24, 2023Sep 24, 2023