text-embedding

There are 12 repositories under text-embedding topic.

xlang-ai / instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
embeddings information-retrieval language-model prompt-retrieval text-classification text-clustering text-embedding text-evaluation text-reranking text-semantic-similarity
Language:Python 1746
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark bitext-mining clustering information-retrieval multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding
Language:Python 1509
Muennighoff / sgpt
SGPT: GPT Sentence Embeddings for Semantic Search
gpt information-retrieval language-model large-language-models retrieval semantic-search sentence-embeddings text-embedding neural-search sgpt
Language:Jupyter Notebook 817
ContextualAI / gritlm
Generative Representational Instruction Tuning
embeddings grit information-retrieval instruction-tuning llm llms mteb retrieval sbert sgpt text-embedding embedding embedding-models
Language:Jupyter Notebook 430
SeanLee97 / AnglE
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
llama llama2 semantic-similarity semantic-textual-similarity sentence-embedding stsbenchmark text-embedding sentence-embeddings text-similarity retrieval-augmented-generation sentence-vector text-vector text2vec embeddings sts mteb rag llm dense-retrieval information-retrieval
Language:Python 376
staoxiao / RetroMAE
Codebase for RetroMAE and beyond.
information-retrieval pretrained-models language-model text-embedding
Language:Python 208
hugochan / KATE
Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
autoencoder representation-learning text-mining topic-modeling word-embedding text-embedding deep-learning
Language:Python 142
milosgajdos / go-embeddings
Go module for fetching embeddings from embeddings providers
embeddings golang ai llm text-embeddings cohere go openai text-embedding vertex-ai aws-bedrock bedrock ollama
Language:Go 33
mehdidc / DALLE_clip_score
Simple script to compute CLIP-based scores given a DALL-e trained model.
generative-model clip text-encoding text-embedding text-to-image image-embedding dall-e
Language:Python 29
lakeraai / canica
A text embedding viewer for the Jupyter environment
jupyter jupyter-notebook text-embedding text-embeddings visualization
Language:TypeScript 16
mehdidc / clip_rerank
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
clip generative-model image-embedding reranking text-embedding text-encoding
Language:Python 16
izhx / uni-rep
Code for embedding and retrieval research.
embeddings infomation-retrieval sentence-embeddings text-embedding
14
cloudera / CML_AMP_Few-Shot_Text_Classification
Perform topic classification on news articles in several limited-labeled data regimes.
nlp few-shot-learning zero-shot-classification text-embedding bert
Language:Jupyter Notebook 13
deadbits / vector-embedding-api
Flask API for generating text embeddings using OpenAI or sentence_transformers
openai sentence-transformers text-embeddings vector-embeddings api-server cache-storage embedding nlp text-embedding huggingface
Language:Python 12
mmser
nhattruongpham / mmser
SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings
attention-lstm audio-embedding multimodal-emotion-recognition speech-emotion-recognition text-embedding gpu-support vggish
Language:Jupyter Notebook 12
brainsqueeze / text2vec
Contextual embedding for text blobs.
text-embedding tensorflow text-summarization sequence-to-sequence attention-model transformer-encoder natural-language-processing
Language:Python 11
UBOS-tech / node-red-contrib-openai-ubos
A Node-RED node that interacts with OpenAI machine learning models to generate text like ChatGPT
ai chatgpt chatgpt-api code-generation dall-e flow gpt-3 gpt-35-turbo-0301 javascript machine-learning no-code node-red nodejs openai text-generation ada-002 embeddings embeddings-model text-embedding
Language:JavaScript 10
easonlai / product_recommendations_with_gpt
I have improved the demo by using Azure OpenAI’s Embedding model (text-embedding-ada-002), which has a powerful word embedding capability. This model can also vectorize product key phrases and recommend products based on cosine similarity, but with better results. You can find the updated repo here.
azure azure-openai azure-openai-api cosine-similarity openai product-recommendation python python3 recommender-system text-embedding text-embeddings word-embedding word-embeddings
Language:Jupyter Notebook 8
bert_text_embedding
yanliang12 / bert_text_embedding
Embedding a text to a vector by pre-trained BERT word embeddings and pooling layers, for the pur[ose of text similarity measuring
bert bert-embeddings deep-learning transformer word-embedding sentence-embeddings text-embedding text-similarity keras tensorflow docker docker-image rest-api flask
Language:Python 8
jarvis0 / image-search
🌄 Search images through text by writing a caption or a description. You will be intelligently assisted while typing.
text-mining text-retrieval semantic-embedding typing-assistant autocomplete-search text-prediction text-correction text-completion semantic-search similarity-search text-similarity string-similarity search-autocomplete text-ranking query-expansion text-embedding text-recommendation-engine
Language:Jupyter Notebook 7
emimg-GUI
bysiber / emimg-GUI
Image Steganography GUI | Easily Hide Text Files within Images with User-Friendly GUI | Pyton Tool
cryptography gui image-cryptography image-processing image-steganography steganography steganography-algorithm text-embedding tkinter tkinter-gui imagesteg steganography-algorithms steganography-tools image-stenography stenography python-steg stenographer hacking python img-steg
Language:Python 6
rosette-api / csharp
Rosette API Client Library for C#
csharp rosette nuget capi visual-studio text-analysis text-analytics nlp natural-language-processing machine-learning entity-extraction name-translation language-identification morphology text-embedding
Language:C# 6
rosette-api / php
Rosette API Client Library for PHP
php text-analytics nlp natural-language-processing entity-extraction named-entity-recognition language-identification tokenization morphology lemma text-embedding
Language:PHP 6
amazon-science / text_generation_diffusion_llm_topic
Topic Embedding, Text Generation and Modeling using diffusion
diffusion-models t5 text-embedding text-embeddings text-generation topic-modeling lda machine-learning natural-language-processing nlp sentence-embeddings topic topic-models transformers
Language:Python 5
asgaardlab / 21-markos-test_case_similarity_technique-code
Repository with the source code of our technique to analyze a test suite and find similar test cases written in natural language
nlp text-embedding text-similarity clustering software-testing game-testing machine-learning
Language:Jupyter Notebook 5
PreternaturalAI / Cookbook
Examples and guides for using the Preternatural SDK.
ai gpt llm playground sdk swift text-embedding
Language:Swift 5
rafalposwiata / pl-mteb
PL-MTEB: Polish Massive Text Embedding Benchmark
benchmark clustering information-retrieval polish-language semantic-search sentence-transformers sts text-classification text-embedding
Language:Python 5
arasgungore / job-posting-duplicate-detection
A project aiming to leverage text embeddings and Milvus, a high-performance vector search engine, to detect duplicate job postings.
duplicate-detection embeddings job-posting job-postings milvus text-embedding docker-compose dockerfile duplicates exploratory-data-analysis sentence-embeddings sentence-transformers vector-search-engine data-science machine-learning natural-language-processing embedding sentence-encoding sentence-embedding sentence-encoder
Language:Python 4
aydozy / Hackathon-AnadoluSigorta
Coderspace ve Anadolu Sigorta'nın iş birliği ile gerçekleşen "Hack the Insurance" hackathonu altında geliştirdiğimiz proje.
android-studio api chromadb dart flask flutter generative-ai http llm mobile-app mongodb openai openai-api python streamlit-webapp text-embedding chatbot nlp web-scraping hackathon-project
Language:Dart 4
rosette-api-community / text-embeddings-sample
A little python code to show how to get similarity between word embeddings returned from the Rosette API's new /text-embedding endpoint.
text-embedding text-extraction text-similarity python word-similarity nlp natural-language-processing machine-learning
Language:Python 4
rosette-api / ruby
Rosette API Client Library for Ruby
ruby text-analytics nlp natural-language-processing machine-learning entity-extraction named-entity-recognition language-identification morphology text-embedding deduplication tokenization sentiment-analysis
Language:Ruby 4
saadtariq-ds / llms_with_google_cloud
Leveraged the power of Google Cloud's Vertex AI platform to develop advanced Large Language Models (LLMs). Utilizing the Python API provided by Google Cloud, this endeavor represents a significant stride in the realm of natural language processing and LLMs.
api chatbot code-generation context-injection database few-shot-prompting gcp google-cloud large-language-models llms natural-language-processing prompt-engineering python text-embedding text-generation vertex-ai one-shot-prompting
Language:Jupyter Notebook 4
mind-x
sjy-dv / mind-x
Mind-X is my intelligent alter ego that understands me the best. It assists with and resolves my bothersome tasks, growing in real-time as a next-generation PersonAI system.
ai-native-database database embedding-vectors go llm personal-ai search-engine tensor-database text2vec vector-database vector-search image-embeddings text-embedding text-embeddings
Language:Go 4
easonlai / azure_openai_semantic_search_sample
This code repo demonstrates how to use the word embedding model from Azure OpenAI Service to perform a semantic search on a grocery store dataset.
azure azure-openai azure-openai-api python python3 semantic-search semantic-similarity text-embedding word-embeddings
Language:Jupyter Notebook 3
easonlai / product_semantic_search_streamlit
This code repo demonstrates how to use the word embedding model from Azure OpenAI Service to perform a semantic search on a grocery store dataset. This enhanced/completed version used Streamlit to build a web user experience to semantic search and display the most relevant items
azure azure-openai azure-openai-api product-search python python3 semantic-search streamlit streamlit-webapp text-embedding word-embeddings
Language:Python 3
Rizi2001 / TechGallery
Welcome to Tech Gallery, a centralized developer repository where I showcase a selection of my projects. Let's connect and innovate together!
bert-model chatbot crawler cv deep-learning google-cloud-platform langchain machine-learning nlp numpy openai pandas stt text-embedding translation webscraping whisper faster-whi
Language:Jupyter Notebook 3

text-embedding

xlang-ai / instructor-embedding

embeddings-benchmark / mteb

Muennighoff / sgpt

ContextualAI / gritlm

SeanLee97 / AnglE

staoxiao / RetroMAE

hugochan / KATE

milosgajdos / go-embeddings

mehdidc / DALLE_clip_score

lakeraai / canica

mehdidc / clip_rerank

izhx / uni-rep

cloudera / CML_AMP_Few-Shot_Text_Classification

deadbits / vector-embedding-api

nhattruongpham / mmser

brainsqueeze / text2vec

UBOS-tech / node-red-contrib-openai-ubos

easonlai / product_recommendations_with_gpt

yanliang12 / bert_text_embedding

jarvis0 / image-search

bysiber / emimg-GUI

rosette-api / csharp

rosette-api / php

amazon-science / text_generation_diffusion_llm_topic

asgaardlab / 21-markos-test_case_similarity_technique-code

PreternaturalAI / Cookbook

rafalposwiata / pl-mteb

arasgungore / job-posting-duplicate-detection

aydozy / Hackathon-AnadoluSigorta

rosette-api-community / text-embeddings-sample

rosette-api / ruby

saadtariq-ds / llms_with_google_cloud

sjy-dv / mind-x

easonlai / azure_openai_semantic_search_sample

easonlai / product_semantic_search_streamlit

Rizi2001 / TechGallery