Anix Lynchgozeroshot.dev·Nov 12, 2024Langchain Project 3: Similarity Search ApplicationIn this project, we're building a Similarity Search Application that leverages text embeddings to identify and display items similar to a user-provided word. Specifically, this app provides suggestions for words or objects that are related to an inpu...similarity_search
Nagen Kthinkboundlessai.hashnode.dev·Sep 30, 2024Relevance of Vector Databases in AIVector databases have emerged as a pivotal technology, transforming how AI models interact with vast and complex datasets. Unlike traditional databases that handle structured data, vector databases excel at managing unstructured or semi-structured da...vectordb
Varun Vijvarunv003.hashnode.dev·Jul 29, 2024Exploring Retrieval-Augmented Generation (RAG) using Large Language ModelsRecently, I explored the world of Retrieval-Augmented Generation (RAG) and was amazed by its potential to enhance Large Language Models (LLMs). RAG is a method that combines retrieval systems with the generative power of LLMs, creating a robust tool ...RAG
Lê Đức Minhmr8opt.hashnode.dev·Jul 24, 2024Fun Project: VMRecommenderOptimize Your Virtual Infrastructure with AI-Powered Recommendations Getting started The design and deployment of robust and efficient network infrastructure is a critical aspect of modern IT operations. Traditionally, this process has been time-cons...AI
Manoharan MRgadzilla.in·Apr 28, 2024FAISS: Revolutionizing Data Storage with Efficient Vector DatabasesIn the realm of data-driven applications and AI, efficient storage and retrieval of high-dimensional data play a crucial role in driving innovation and unlocking insights. FAISS, short for Facebook AI Similarity Search, stands at the forefront of thi...AI
Samson Monyluakmonyluak.hashnode.dev·May 14, 2023ChatPDF: Chat with your PDFPrerequisites git clone https://github.com/monyluak/chatpdf.git git clone https://github.com/monyluak/chatpdf.git Python 3.6 or later OpenAI API Key LangChain library Faiss VectorDB Installation Create a virtual environment python3 -m venv ven...76 readsopenai
