document-embedding

There are 2 repositories under document-embedding topic.

ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 3094
dissorial / doc-chatbot
Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.
openai typescript gpt-3 gpt-4 langchain mongoose nextjs openai-api chat chatbot document-embedding pdf-processing pinecone reactjs tailwindcss vectorization
Language:TypeScript 866
bobxwu / FASTopic
A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)
neural-topic-modeling neural-topic-models topic-modeling document-embedding sentence-encoder word-embeddings topic-models
Language:Python 124
ddangelov / RESTful-Top2Vec
Expose a Top2Vec model with a REST API.
rest-api top2vec semantic-search semantic-search-engine topic-modeling document-embedding word-embedding text-search text-similarity fastapi restful-api topic-model
Language:Python 92
EQTPartners / pause
🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴
classification-algorithm document-embedding motherbrain nlp positive-unlabeled-learning sentence-embeddings similarity-search
Language:Python 26
samhavens / flair-as-service
Container-first, JSON-configurable, NLP REST service based on Flair
nlp nlp-apis nlp-machine-learning flair-embeddings flair-sota-nlp flair word-embeddings document-embedding kubernetes docker
Language:Python 10
chen0040 / java-text-embedding
Word embedding in Java
document-embedding glove glove-embeddings word-embeddings
Language:Java 8
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.
natural-language-processing natural-language-understanding transformer transfer-learning attention-mechanism representation-learning word-embeddings sentence-embeddings deep-learning machine-learning pytorch document-embedding document-retrieval information-retrieval language-model
Language:Jupyter Notebook 8
maxoodf / tgnews
Telegram Data Clustering Contest (Bossy Gnu's submission )
cpp nlp nlp-machine-learning word2vec document-embedding document-clustering document-similarity telegram
Language:C++ 5
ehtisham-sadiq / Exploring-Word2Vec-and-Doc2Vec
Dive into the world of Word2Vec and Doc2Vec models to uncover insights and applications.
document-embedding machine-learning natural-language-processing neural-network nlp-models text-analysis word-embeddings word-vectors
Language:Jupyter Notebook 3
jdenes / TopicEmbeddings
An open-source framework to create and test document embeddings using topic models.
topic-models document-embedding embeddings
Language:Python 2
Tobsky / DocuQuery
This Streamlit application demonstrates the integration of ChatGroq (Llama3 model), OpenAIEmbeddings, and FAISS for document embedding and retrieval.
document-embedding generative-ai groq llama3 openai rag retreival
Language:Python 2
ChiaraDiBonaventura / covid_opinion
Applying NLP to understand people's sentiment about Covid-19 and Government actions in Italy, conditional on their political affiliation.
nlp covid19-data covid-19 topic-modeling data-visualization clustering tsne-algorithm data-preprocessing data-cleaning document-embedding word-vectors data-analysis tfidf tfidf-text-analysis tfidf-vectorizer matrix-factorization latent-dirichlet-allocation
Language:Jupyter Notebook 1
inimah / Neural-Language-Models
Experiments on Neural Language Embeddings
deep-learning nlp language-model word-embeddings document-embedding sequence-to-sequence clustering binary-classification cross-languages semi-supervised-learning translation-model bilingual-word-embedding mono-language cross-language-embeddings
Language:Python 1
leyresv / Book_Recommendation_System
Content-based book recommendation system
bookrecommendsystem cosine-similarity nlp document-embedding
Language:Python 1
pprablanc / doc_embedding_topic_mod
Improving document embedding with weighted average of word embedding through topic modeling
document-embedding topic-modeling
Language:R 1
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.
ai document-embedding huggingface langchain medical-knowledge-base nextjs nlp pinecone rag vector-database
Language:TypeScript 1
stko-lab / LD-Connect
LD Connect: A Linked Data Portal for IOS Press Scientometrics
coreference-resolution document-embedding geo-enrichment knowledge-graph knowledge-graph-embedding ld-connect linked-data ontology-engineering rdf scientometrics semantic-web sparql
Language:JavaScript 1
SuikaUI / refchecker-gammafest2025
Multi-view citation prediction using SPECTER embeddings, chunked similarity, and metadata
citation-prediction django document-embedding machine-learning multi-view-learning natural-language-processing research-paper scientific-literature semantic-similarity transformers competition-winner
Language:Jupyter Notebook 1
cnuahs / semantic-history-search
A Chrome extension to provide semantic search over your browsing history.
angular brave-extension browsing-history chrome-extension document-embedding huggingface-transformers langchain langchain-js manifest-v3 semantic-search
Language:TypeScript 0
MelinaNorton / journal-vetter
Python CLI & library for automated journal vetting — GPT‑4.1 summarization, YAML configuration, reproducible analysis.
academic-journals chatgpt document-embedding document-embeddings gpt-4 langchain langchain-python llm llms openai pdf-processing pymupdf pymupdf-fitz python research-tool text-summarization cli pypi pypi-package
Language:Python