Sentence Similarity Approaches
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Updated
Nov 10, 2023 - Jupyter Notebook
Sentence Similarity Approaches
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Dialog-Fact Encoder embeds conversational dialog turns and factual statements
Fine-tuning a pre-trained transformer model on IMDB reviews dataset for sentiment analysis
This repo is an implementation for Arabic and English spelling trainer for babies from 2 years to 6 years To help them get rid of stuttering
A FastAPI application with Redis, Celery, and Flower
A document recommendation system based on a hybrid of content based recommendation algorithm (cosine similarity in user profile embedding and document embeddings) and spaced repetition SM-2 algorithm.
FAQ Search Application using multilingual sentence transformer model.
Semantically search through OCR text blocks with Qdrant, Sentence Transformers, and FiftyOne!
Advanced RAG pipeline using Re-Ranking after initial retrieval
Data Science and Machine Learning projects
Project for Information Retrieval
Exploring topic modeling techniques, sentiment analysis, and classification algorithms using the Kaggle dataset "Tripadvisor Reviews 2023"
An implementation of LSA, LDA and BERT for performing semantic search on MS MARCO Dataset
using sentence-transformer model for embeddings and streamlit for frontend
Optimize SentenceTransformers models with Optimum for faster inference using model.encode
A RAG application to search through the recent ML research without going through the Papers with Code manually.
This is a package to fine-tune language models in order to create clustering-friendly embeddings.
Multiple PDF file reader chat bot
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