List: Document Similarity | Curated by Eduardo Muñoz

May 18, 2024
22 stories
Document Similarity
In
Towards AI
by
Marie Stephen Leo
Few Shot NLP Intent ClassificationComparing SetFit, FastFit, and Semantic Router to find the best NLP chatbot intent detection algorithm
May 13, 2024
2
May 13, 2024
2
In
TDS Archive
by
Adrian H. Raudaschl
Forget RAG, the Future is RAG-FusionThe Next Frontier of Search: Retrieval Augmented Generation meets Reciprocal Rank Fusion and Generated Queries
Oct 6, 2023
32
Oct 6, 2023
32
In
TDS Archive
by
Maarten Grootendorst
Introducing KeyLLM — Keyword Extraction with LLMsUse KeyLLM, KeyBERT, and Mistral 7B to extract keywords
Oct 5, 2023
15
Oct 5, 2023
15
In
TDS Archive
by
Matt Ambrogi
10 Ways to Improve the Performance of Retrieval Augmented Generation SystemsTools to go from prototype to production
Sep 18, 2023
16
Sep 18, 2023
16
In
TDS Archive
by
Maarten Grootendorst
Topic Modeling with Llama 2Create easily interpretable topics with Large Language Models
Aug 22, 2023
12
Aug 22, 2023
12
In
LlamaIndex Blog
by
Ravi Theja
LlamaIndex: Harnessing the Power of Text2SQL and RAG to Analyze Product Reviews
Aug 12, 2023
Aug 12, 2023
In
TDS Archive
by
Luís Roque
Document-Oriented Agents: A Journey with Vector Databases, LLMs, Langchain, FastAPI, and DockerLeveraging ChromaDB, Langchain, and ChatGPT: Enhanced Responses and Cited Sources from Large Document Databases
Jul 5, 2023
5
Jul 5, 2023
5
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In
Metarank
by
Roman Grebennikov
From zero to semantic search embedding modelA series of articles on building an accurate Large Language Model for neural search from scratch. We’ll start with BERT and…
Jun 12, 2023
15
Jun 12, 2023
15
In
TDS Archive
by
Jacob Marks, Ph.D.
How I Turned My Company’s Docs into a Searchable Database with OpenAIAnd how you can do the same with your docs
Apr 25, 2023
72
Apr 25, 2023
72
In
Better Programming
by
James Briggs
Create a Natural Language Semantic Search to Find GIFsEnhancing GIF discovery using NLP and semantic search
Nov 5, 2022
Nov 5, 2022
In
TDS Archive
by
Raymond Cheng
Semantic Similarity Using TransformersCompute Semantic Textual Similarity between two texts using Pytorch and SentenceTransformers
Jan 16, 2021
8
Jan 16, 2021
8
In
Generative AI
by
Fabio Chiusano
Two minutes NLP — Sentence Transformers cheat sheetSentence Embeddings, Text Similarity, Semantic Search, and Image Search
Jan 10, 2022
1
Jan 10, 2022
1
In
TDS Archive
by
Thomas Wong
Easily get high-quality embeddings with SentenceTransformers!Introduction to the idea of vector representations and compare TF-IDF vectors with SentenceTransformers vectors!
Jan 21, 2022
Jan 21, 2022
In
TDS Archive
by
Zoumana Keita
Semantic Keywords And Keyphrases Extraction With KeyBERTLeverage Hugging Face Transformers and Cosine Similarity for Semantic expressions retrieval from documents
Feb 14, 2022
2
Feb 14, 2022
2
In
TDS Archive
by
Zoumana Keita
Meet BERTopic— BERT’s Cousin For Advanced Topic ModelingThis article is a comprehensive overview of using Transformers for automatic topic discovery
Jan 26, 2022
5
Jan 26, 2022
5
In
TDS Archive
by
Tim Schopf
Unsupervised Text Classification with Lbl2VecAn introduction to embedding-based classification of unlabeled text documents
Dec 23, 2021
6
Dec 23, 2021
6
In
TDS Archive
by
Moshe Wasserblat
Sentence Transformer Fine-Tuning (SetFit): Outperforms GPT-3 on few-shot Text-Classification while…The GPT-n series show very promising results for few-shot NLP classification tasks and keep improving as their model size increases [YK1]…
Dec 14, 2021
7
Dec 14, 2021
7
Rachit Singh
Semantic SimilaritySemantic similarity is an important aspect of Natural Language Processing and one of the fundamental problems for many NLP applications and…
Nov 1, 2021
1
Nov 1, 2021
1
James Briggs
Free Course on Vector Similarity Search and FaissEssentials for the future of machine learning
Oct 15, 2021
5
Oct 15, 2021
5