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text-embedding

Here are 79 public repositories matching this topic...

xlang-ai / instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

information-retrieval text-classification embeddings language-model text-embedding text-clustering text-semantic-similarity text-evaluation prompt-retrieval text-reranking

Updated Apr 24, 2024
Python

embeddings-benchmark / mteb

MTEB: Massive Text Embedding Benchmark

benchmark information-retrieval retrieval text-classification clustering sts semantic-search reranking text-embedding sgpt neural-search sentence-transformers sbert multilingual-nlp bitext-mining

Updated May 1, 2024
Python

Muennighoff / sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

information-retrieval retrieval gpt language-model semantic-search text-embedding sgpt sentence-embeddings neural-search large-language-models

Updated Feb 17, 2024
Jupyter Notebook

ContextualAI / gritlm

Generative Representational Instruction Tuning

information-retrieval retrieval embeddings embedding-models embedding text-embedding sgpt grit sbert llm llms instruction-tuning mteb

Updated Apr 28, 2024
Jupyter Notebook

SeanLee97 / AnglE

Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard

text-similarity embeddings sts llama semantic-similarity document-retrieval semantic-textual-similarity text-embedding sentence-embeddings text2vec text-vector rag sentence-vector stsbenchmark sentence-embedding retrieval-augmented-generation llama2 mteb

Updated Mar 31, 2024
Python

staoxiao / RetroMAE

Codebase for RetroMAE and beyond.

information-retrieval pretrained-models language-model text-embedding

Updated Jan 12, 2024
Python

hugochan / KATE

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

text-mining deep-learning autoencoder topic-modeling representation-learning text-embedding word-embedding

Updated Apr 17, 2023
Python

mehdidc / DALLE_clip_score

Simple script to compute CLIP-based scores given a DALL-e trained model.

generative-model clip text-to-image text-embedding text-encoding image-embedding dall-e

Updated Jun 13, 2021
Python

milosgajdos / go-embeddings

Go module for fetching embeddings from embeddings providers

go golang ai embeddings openai text-embedding cohere text-embeddings vertex-ai llm

Updated Apr 20, 2024
Go

lakeraai / canica

A text embedding viewer for the Jupyter environment

visualization jupyter jupyter-notebook text-embedding text-embeddings

Updated Jan 24, 2024
TypeScript

mehdidc / clip_rerank

Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.

generative-model clip reranking text-embedding text-encoding image-embedding

Updated May 3, 2021
Python

izhx / uni-rep

Code for embedding and retrieval research.

embeddings text-embedding sentence-embeddings infomation-retrieval

Updated Oct 24, 2023

cloudera / CML_AMP_Few-Shot_Text_Classification

Perform topic classification on news articles in several limited-labeled data regimes.

nlp bert text-embedding few-shot-learning zero-shot-classification

Updated Jul 13, 2023
Jupyter Notebook

deadbits / vector-embedding-api

Flask API for generating text embeddings using OpenAI or sentence_transformers

nlp api-server openai cache-storage embedding text-embedding huggingface text-embeddings sentence-transformers vector-embeddings

Updated Sep 1, 2023
Python

brainsqueeze / text2vec

Contextual embedding for text blobs.

natural-language-processing tensorflow text-summarization sequence-to-sequence text-embedding attention-model transformer-encoder

Updated Jul 15, 2022
Python

mmser

nhattruongpham / mmser

SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

text-embedding gpu-support speech-emotion-recognition attention-lstm audio-embedding vggish multimodal-emotion-recognition

Updated Jan 23, 2024
Jupyter Notebook

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

A Node-RED node that interacts with OpenAI machine learning models to generate text like ChatGPT

nodejs javascript flow machine-learning ai node-red text-generation embeddings openai code-generation no-code text-embedding gpt-3 dall-e chatgpt chatgpt-api gpt-35-turbo-0301 ada-002 embeddings-model

Updated Feb 29, 2024
JavaScript

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.

python azure word-embeddings python3 openai recommender-system cosine-similarity text-embedding word-embedding product-recommendation text-embeddings azure-openai azure-openai-api

Updated Apr 25, 2023
Jupyter Notebook

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

docker flask deep-learning tensorflow rest-api docker-image text-similarity keras transformer bert text-embedding word-embedding sentence-embeddings bert-embeddings

Updated Dec 9, 2021
Python

jarvis0 / image-search

🌄 Search images through text by writing a caption or a description. You will be intelligently assisted while typing.

text-mining text-similarity autocomplete-search text-prediction semantic-search query-expansion string-similarity similarity-search text-embedding text-retrieval typing-assistant text-correction text-ranking semantic-embedding text-recommendation-engine search-autocomplete text-completion

Updated Feb 28, 2022
Jupyter Notebook

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