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
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
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.
Project for Information Retrieval
Mutli-Task Transformer Based Model
Experimenting using low level python c ABI with project panama and spring boot
Generates AI-driven responses using the Ollama API with the Phi3 mini model from Microsoft. Heavyweight implementation with memory for language generation, featuring remote RAG and Pinecone for persistent memory
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
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