Feature embeddings for Open Library books

Semantic image clustering using CLIP and GPT-powered metadata in a Next.js + MongoDB stack

Pluggable Embedding Code for our CIKM paper titled "Lightweight Adaptation of Neural Language Models via Subspace Embedding"

A chatbot which suggest job by looking at a user problem

Test scripts for common word embedding falsehoods like King - Man + Woman = Queen for state-of-the-art embedding model

An intelligent course recommendation system using Retrieval-Augmented Generation (RAG) and large language models (LLMs), designed to guide students through academic course selection by retrieving and reasoning over contextual information.

This project provide an API to perform word alignment

Collection of tools for building diachronic/historical word vectors

A model-based cleaner using Laser sentence embeddings to exploit embeddings to filter misaligned segment pairs. Product scaled by asynchronously building the Task Queues, dispatching the tasks in a Round Robin method and adding multiple workers on the RabbitMQ server for consumption.

demo of openai's embeddings api

Chat with the pdfs

This repository contains notebooks on different topics across - linear algebra, image classification, language models etc.

A fun project experimenting with champion synergies and item recommendations in Teamfight Tactics. Created just to see how well semantically based builds could work. Expect fun, not perfection!

Framework for mining and analyzing issues from product reviews and interactive visualisation using plotly dash. Finalist project at Lauzhack 2023.

Denoising Diffusion Medical Model (DDMM) on PyTorch for generating datasets of Acute Lymphoblastic Leukemia 🩺💜

News Research Tool: A Streamlit app that processes news articles from URLs. It retrieves article content, splits it into chunks, and creates embeddings using Google’s AI. Users can ask questions about the articles, with answers sourced from the content. Utilizes LangChain, FAISS for efficient querying

A simple solution to combine Version Control with Embed Indexing. Creates, updates, and removes embeddings of the repository files based on GIT A (Added Files), M (Modified Files), R (Removed Files), using Voyage and Pinecone.

Implement LangChain RAG to chat with PDF with more accuracy.

A powerful toolkit for text chunking and semantic search using OpenSearch. This toolkit provides various text chunking strategies and embedding capabilities for efficient document retrieval.