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document-embedding

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ddangelov /Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

word-embeddings topic-modeling semantic-search bert text-search topic-search document-embedding topic-modelling text-semantic-similarity sentence-encoder pre-trained-language-models topic-vector sentence-transformers top2vec

UpdatedNov 14, 2024
Python

dissorial /doc-chatbot

Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.

chat typescript reactjs mongoose nextjs chatbot openai vectorization pinecone document-embedding tailwindcss pdf-processing gpt-3 openai-api gpt-4 langchain

UpdatedJul 21, 2023
TypeScript

bobxwu /FASTopic

A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)

word-embeddings topic-modeling neural-topic-models topic-models document-embedding sentence-encoder neural-topic-modeling

UpdatedJul 13, 2025
Python

ddangelov /RESTful-Top2Vec

Expose a Top2Vec model with a REST API.

rest-api text-similarity semantic-search-engine topic-modeling restful-api semantic-search text-search word-embedding document-embedding topic-model fastapi top2vec

UpdatedDec 8, 2022
Python

EQTPartners /pause

🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴

nlp classification-algorithm similarity-search document-embedding sentence-embeddings positive-unlabeled-learning motherbrain

UpdatedMay 30, 2024
Python

samhavens /flair-as-service

Container-first, JSON-configurable, NLP REST service based on Flair

nlp docker kubernetes word-embeddings nlp-apis nlp-machine-learning flair document-embedding flair-sota-nlp flair-embeddings

UpdatedOct 23, 2019
Python

chen0040 /java-text-embedding

Word embedding in Java

word-embeddings glove glove-embeddings document-embedding

UpdatedMar 15, 2021
Java

hierarchical-language-modeling

marcomoldovan /hierarchical-language-modeling

We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.

machine-learning natural-language-processing information-retrieval deep-learning word-embeddings pytorch transformer transfer-learning representation-learning language-model attention-mechanism document-retrieval natural-language-understanding document-embedding sentence-embeddings

UpdatedJul 25, 2023
Jupyter Notebook

maxoodf /tgnews

Telegram Data Clustering Contest (Bossy Gnu's submission )

nlp telegram cpp word2vec nlp-machine-learning document-clustering document-similarity document-embedding

UpdatedFeb 8, 2021
C++

ehtisham-sadiq /Exploring-Word2Vec-and-Doc2Vec

Dive into the world of Word2Vec and Doc2Vec models to uncover insights and applications.

machine-learning natural-language-processing neural-network word-embeddings text-analysis word-vectors document-embedding nlp-models

UpdatedMar 19, 2024
Jupyter Notebook

ShantamShukla /medicalrag

Medical Retrieval-Augmented Generation (RAG) Knowledge Base - A Next.js and LangChain-powered app that processes and stores medical documents as vector embeddings in Pinecone for efficient similarity search.

nlp ai nextjs pinecone document-embedding rag huggingface vector-database langchain medical-knowledge-base

UpdatedOct 9, 2024
TypeScript

jdenes /TopicEmbeddings

An open-source framework to create and test document embeddings using topic models.

embeddings topic-models document-embedding

UpdatedApr 6, 2020
Python

Tobsky /DocuQuery

This Streamlit application demonstrates the integration of ChatGroq (Llama3 model), OpenAIEmbeddings, and FAISS for document embedding and retrieval.

openai document-embedding rag groq retreival generative-ai llama3

UpdatedJul 29, 2024
Python

MelinaNorton /JournalAnalyzer

Python tool for extracting, summarizing & embedding PDF journals—recommends best-fit publications via LangChain & GPT-4.1

python openai text-summarization research-tool academic-journals document-embedding pymupdf document-embeddings pdf-processing gpt-4 pymupdf-fitz llm llms chatgpt langchain langchain-python

UpdatedJun 28, 2025
Python

ChiaraDiBonaventura /covid_opinion

Applying NLP to understand people's sentiment about Covid-19 and Government actions in Italy, conditional on their political affiliation.

nlp clustering data-visualization matrix-factorization topic-modeling data-analysis data-preprocessing tsne-algorithm data-cleaning tfidf latent-dirichlet-allocation word-vectors document-embedding tfidf-text-analysis tfidf-vectorizer covid-19 covid19-data

UpdatedJan 5, 2021
Jupyter Notebook

stko-lab /LD-Connect

LD Connect: A Linked Data Portal for IOS Press Scientometrics

linked-data sparql rdf semantic-web knowledge-graph scientometrics coreference-resolution document-embedding ontology-engineering knowledge-graph-embedding ld-connect geo-enrichment

UpdatedAug 1, 2022
JavaScript

pprablanc /doc_embedding_topic_mod

Improving document embedding with weighted average of word embedding through topic modeling

topic-modeling document-embedding

UpdatedDec 3, 2020
R

cnuahs /semantic-history-search

A Chrome extension to provide semantic search over your browsing history.

chrome-extension angular semantic-search document-embedding browsing-history brave-extension huggingface-transformers manifest-v3 langchain langchain-js

UpdatedFeb 10, 2025
TypeScript

inimah /Neural-Language-Models

Experiments on Neural Language Embeddings

nlp deep-learning clustering word-embeddings semi-supervised-learning sequence-to-sequence language-model binary-classification translation-model cross-languages bilingual-word-embedding document-embedding mono-language cross-language-embeddings

UpdatedSep 21, 2017
Python

leyresv /Book_Recommendation_System

Content-based book recommendation system

nlp cosine-similarity document-embedding bookrecommendsystem

UpdatedJan 17, 2023
Python

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