Data Science and Machine Learning projects
-
Updated
May 12, 2024 - Jupyter Notebook
Data Science and Machine Learning projects
weaviate vector database trial (Local only)
Comparative analysis of Weaviate and Milvus vector databases using a dataset of over 1K resumes. Includes build time, search time, and throughput benchmarks with varying data and query loads.
Built for LabLab's SuperAGI hackaton. Yes, we just built whatever we felt like, as it neither uses SuperAGI nor an autonomous agent(well technically it is a machine making a choice and offering new data, so kinda autoAgen?). This basically ranks your images based on the vec distance of the prompt and images.
Movie Recommendation System using LLMs: Performed similarity search using Weaviate and LangChain on vector embeddings generated by Sentence Transformer. Summarized movie using Phi-3.
This prototype kit facilitates the integration of the Weaviate vector database with Google's Breadboard, a library designed for prototyping generative AI applications.
Kubernetes-native package for Weaviate, an AI-native vector database that helps developers create intuitive and reliable AI-powered applications.
This chat bot answers all your questions regarding menstruation ( hormonal changes , phases of menstruation and many more)
Image Search: Harnessing the Power of NestJS, Next.js, and Vector Databases for Accurate and Efficient Similar Image Retrieval.🐱🏍🐱👓👨🏻💻👩🏻💻
a small space adventure showcasing the capabilities of retrieval augmented generation (RAG)
Question-answering system powered by Weaviate that uses Project Gutenberg eBooks as its knowledgebase.
Mini image search engine built with Nodejs and vector database (Weaviate). Inspired by @fireship-io
Add a description, image, and links to the weaviate topic page so that developers can more easily learn about it.
To associate your repository with the weaviate topic, visit your repo's landing page and select "manage topics."