semantic-search

There are 22 repositories under semantic-search topic.

jina
jina-ai / jina
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
cloud-native deep-learning framework image-search machine-learning microservice multimodal-search neural-search orchestration python search search-as-a-service semantic-search vector-search video-search
Language:Python 14616
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
ai bert dpr elasticsearch information-retrieval language-model machine-learning natural-language-processing neural-search nlp python pytorch question-answering search-engine semantic-search squad summarization transfer-learning transformers
Language:Python 4686
weaviate
semi-technologies / weaviate
Weaviate is a cloud-native, modular, real-time vector search engine
graphql weaviate contextual-search search-engine classification semantic-search semantic-search-engine vectors knn-search machine-learning vector-search vector-search-engine vector-database deep-learning deep-search restful-api neural-search search-engines database mlops
Language:Go 2454
txtai
neuml / txtai
💡 Build AI-powered semantic search applications
api audio-search cloud-native contextual-search deep-learning document-search image-search machine-learning machine-learning-pipelines machine-learning-workflows microservice neural-search nlp python search semantic-search similarity-search txtai vector-search video-search
Language:Python 2158
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings
Language:Python 2050
gnes
gnes-ai / gnes
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
cloud-native computer-vision database deep-learning distributed-systems dnn docker-swarm elasticsearch gnes grpc machine-learning microservices neural-network nlp python pytorch search-engine semantic-search tensorflow video-processing
Language:Python 1231
model-zoo / shift-ctrl-f
🔎 Search the information available on a webpage using natural language instead of an exact string match.
bert chrome-extension natural-language question-answering semantic-search tensorflow tensorflowjs unpacked-extension
Language:JavaScript 1064
frutik / awesome-search
Awesome Search - this is all about the (e-commerce) search and its awesomeness
search search-engine spelling-correction suggestions ecommerce-search relevant-search synonyms natural-language-processing query-understanding autocomplete-suggestions knowledge-graph learning-to-rank semantic-search search-engines relevance-algorithms ranking search-intents evaluating-search search-ux search-ui
733
koursaros-ai / nboost
NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)
cloud deep-learning docker elasticsearch helm kubernetes machine-learning microservices nboost nlp proxy python pytorch search-api search-engine semantic-search tensorflow
Language:Python 621
hamelsmu / code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
code-search data-science deep-learning fastai keras machine-learning machine-learning-on-source-code ml-on-code natural-language-processing nlp python pytorch search search-algorithm searching-algorithms semantic-search semantic-search-engine tensorflow tutorial
Language:Jupyter Notebook 467
examples
jina-ai / examples
Jina examples and demos to help you get started
jina examples tutorials onboarding neural-search python deep-learning semantic-search nlp
Language:Python 425
rom1504 / clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
semantic-search deep-learning multimodal ai clip knn
Language:Jupyter Notebook 343
JohnGiorgi / DeCLUTR
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
contrastive-learning natural-language-processing allennlp pytorch transformers representation-learning sentence-embeddings sentence-similarity semantic-search semantic-text-similarity metric-learning self-supervised-learning
Language:Python 296
DiceTechJobs / ConceptualSearch
Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs
solr word2vec-model search-engine conceptual-search semantic-search python information-retrieval synonyms synonym-files
Language:Jupyter Notebook 254
vectorai
vector-ai / vectorai
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
python vector embeddings encodings search semantic-search search-engine machine-learning artificial-intelligence neural-networks deep-learning clustering tensorflow pytorch transformers vector-similarity vector-search vector-similarity-database vector-analytics compare-vectors
Language:Python 253
alexklibisz / elastiknn
Elasticsearch plugin and Lucene library for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
nearest-neighbor-search locality-sensitive-hashing elasticsearch elasticsearch-plugin similarity-search lucene embeddings semantic-search neural-search
Language:Scala 252
raphaelsty / cherche
📑 Neural Search
neural-search search searching neural-networks bm25 flashtext retrieval reader question-answering nlp information-retrieval natural-language-processing semantic-search vector-search machine-learning
Language:Python 198
Hellisotherpeople / CX_DB8
a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
universal-sentence-encoder summarizer summarization extractive-summarization token-level-summarization semantic-summarization contextual-summarization debate-evidence flair python embeddings cuda semantic-search
Language:Python 190
awesome-semantic-search
Agrover112 / awesome-semantic-search
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
awesome awesome-list information-retrieval information-retrival nlp ranking semantic-search semantic-similarity sentence-embeddings
189
Ravn-Tech / HyperTag
Knowledge Management CLI for Humans using Machine Learning & Tags
tags tagging filesystem file organization semantic-similarity search-text pdf search search-engine search-images images image-retrieval semantic-search knowledge-management
Language:Python 154
md-experiments / elastic_transformers
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers
nlp nlp-machine-learning artificial-intelligence transformers sentence-transformers search semantic-search elasticsearch
Language:Jupyter Notebook 148
DmitryKey / bert-solr-search
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
elasticsearch solr vector-search bert-model sbert hnswlib semantic-search diversity
Language:Python 90
DiceTechJobs / VectorsInSearch
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
solr lsh word2vec glove information-retrieval search-engine semantic-search vector lucene kmeans kmeans-quantization quantization locality-sensitive-hashing vector-quantization conceptual-search inverted-indexes invertedindex elasticsearch elmo bert
Language:Python 78
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 68
LegalQA
haven-jeon / LegalQA
Korean LegalQA using SentenceKoBART
search-engine korean-nlp korean-language semantic-search
Language:Python 67
jina-ai / now
One line to host them all. Bootstrap your image search case in minutes.
ai clip deeplearning neural-search python visual-search search semantic-search
Language:Python 58
DRSY / MoTIS
Mobile(iOS) Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP). Accepted at NAACL 2022.
ios-swift ai image-search clip vector-search knn lsh semantic-search random-projection knowledge-distillation retrieval cross-modal k-means k-means-clustering naacl
Language:Swift 48
algoprog / Quin
An easy to use framework for large-scale fact-checking and question answering
semantic-search search-engine question-answering fact-checking retrieval nlp qr-bert sentence-embeddings
Language:Python 46
winkjs / wink-bm25-text-search
Fast Full Text Search based on BM25
bm25 bm25f tfidf tf-idf in-memory-search semantic-search full-text-search nlp natural-language-processing
Language:JavaScript 41
CogStack / CogStack-Pipeline
Distributed, fault tolerant batch processing for Natural Language Applications and Search, using remote partitioning
batch-processing cogstack elasticsearch spring nlp tika tesseract ocr semantic-search alerting
Language:Java 35
ycvibecheck
thesephist / ycvibecheck
Semantic search across every YC company ever. Vibe check your idea?
oaklang semantic-search sentence-transformers torus-dom y-combinator
Language:CSS 32
zayedrais / DocumentSearchEngine
Document Search Engine project with TF-IDF abd Google universal sentence encoder model
machine-learning tensorflow-models tensorflow-tutorials tensorflow universal-sentence-encoder tfidf-vectorizer tfidf tfidf-text-analysis deep-learning text-analysis text-semantic-similarity text-search document-similarity document-search semantic-search-engine semantic-search data-science python-text-analysis python juypter
Language:Jupyter Notebook 31
turing
openturing / turing
:sparkles: :dna: Turing AI - Semantic Navigation, Chatbot using Search Engine and Many NLP Vendors.
machine-learning nlp natural-language-processing corenlp opentext-content-analytics solr artificial-intelligence opennlp spacy viglet-turing spacy-nlp chatbot semantic-search
Language:Java 29
rom1504 / awesome-semantic-search
Semantic search with embeddings: index anything
semantic-search neural-search embeddings knn search-engines recommendation-systems
27
DiceTechJobs / SolrConfigExamples
Examples of Solr configuration entries for Solr plugins and Conceptual Search\Semantic Search from Simon Hughes Dice.com
solr-plugin solr lucene conceptual-search semantic-search information-retrieval dice synonym-files
26
IBM / Semantic-Search-for-Sustainable-Development
Semantic Search for Sustainable Development is experimental code for searching documents for text that "semantically" corresponds to any of the UN's Sustainable development goals/targets. For example, it can be used to mine the national development plan documents of a country and identify pieces of text that correspond to any of the SDGs in order to verify alignment of the plan with the SDGs.
ibm-research-ai sdg semantic-search
Language:Python 26

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