text-embedding | Topic | Ecosyste.ms: Repos

embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

Language: Python - Size: 36.2 MB - Last synced at: about 6 hours ago - Pushed at: 2 days ago - Stars: 2,503 - Forks: 387

xlang-ai/instructor-embedding

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

Language: Python - Size: 170 MB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 1,933 - Forks: 146

Muennighoff/sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 867 - Forks: 54

ContextualAI/gritlm

Generative Representational Instruction Tuning

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 624 - Forks: 43

SeanLee97/AnglE

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

Language: Python - Size: 889 KB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 536 - Forks: 37

staoxiao/RetroMAE

Codebase for RetroMAE and beyond.

Language: Python - Size: 103 KB - Last synced at: 8 months ago - Pushed at: 11 months ago - Stars: 224 - Forks: 16

hugochan/KATE

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

Language: Python - Size: 4.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 143 - Forks: 49

VectorInstitute/vector-inference

Efficient LLM inference on Slurm clusters using vLLM.

Language: Python - Size: 2.79 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 59 - Forks: 10

milosgajdos/go-embeddings

Go module for fetching embeddings from embeddings providers

Language: Go - Size: 4.35 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 53 - Forks: 0

alash3al/vecdb

a vector embedding database with multiple storage engines and AI embedding integrations

Language: Go - Size: 53.7 KB - Last synced at: 14 days ago - Pushed at: 9 months ago - Stars: 33 - Forks: 2

mehdidc/DALLE_clip_score

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

Language: Python - Size: 25.4 KB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 29 - Forks: 2

AstraBert/SenTrEv

Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs

Language: Python - Size: 2.52 MB - Last synced at: about 17 hours ago - Pushed at: 4 months ago - Stars: 26 - Forks: 2

lakeraai/canica

A text embedding viewer for the Jupyter environment

Language: TypeScript - Size: 1.68 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 1

cloudera/CML_AMP_Few-Shot_Text_Classification

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

Language: Jupyter Notebook - Size: 62.9 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 18 - Forks: 7

izhx/uni-rep

Code for embedding and retrieval research.

Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 0

mehdidc/clip_rerank

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

Language: Python - Size: 5.86 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 1

deadbits/vector-embedding-api

Flask API for generating text embeddings using OpenAI or sentence_transformers

Language: Python - Size: 36.1 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 1

amazon-science/text_generation_diffusion_llm_topic

Topic Embedding, Text Generation and Modeling using diffusion

Language: Python - Size: 154 KB - Last synced at: 9 days ago - Pushed at: 24 days ago - Stars: 12 - Forks: 3

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

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

Language: JavaScript - Size: 47.9 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 2

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.

Language: Jupyter Notebook - Size: 72.3 KB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 6

brainsqueeze/text2vec

Contextual embedding for text blobs.

Language: Python - Size: 771 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 1

PreternaturalAI/Cookbook

Examples and guides for using the Preternatural SDK.

Language: Swift - Size: 19.4 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 1

rosette-api/csharp

Babel Street Analytics Client Library for C#

Language: C# - Size: 12.6 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 16

memfreeme/fast-embedding

Fast text embedding service

Language: Rust - Size: 5.86 KB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 6 - Forks: 2

rosette-api/php

Babel Street Analytics Client Library for PHP

Language: PHP - Size: 2.06 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 6 - Forks: 12

rafalposwiata/pl-mteb

PL-MTEB: Polish Massive Text Embedding Benchmark

Language: Python - Size: 231 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

bysiber/emimg-GUI

Image Steganography GUI | Easily Hide Text Files within Images with User-Friendly GUI | Pyton Tool

Language: Python - Size: 410 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

nhattruongpham/mmser

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

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

Aldenhovel/image-retrieval

An image retrieval engine . 图像检索系统。

Language: Jupyter Notebook - Size: 67 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

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

Language: Python - Size: 3.37 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

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.

Language: Python - Size: 289 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

jarvis0/image-search

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

Language: Jupyter Notebook - Size: 55.9 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

rosette-api/ruby

Babel Street Analytics Client Library for Ruby

Language: Ruby - Size: 959 KB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 11

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.

Language: Jupyter Notebook - Size: 113 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

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

Language: Python - Size: 13.7 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 3

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

Language: Jupyter Notebook - Size: 631 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

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.

Language: Python - Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: about 8 years ago - Stars: 4 - Forks: 0

AmadeusITGroup/docs2vecs

CLI that helps with docs splitting, embedding and exposing them in a seamless manner

Language: Python - Size: 1.51 MB - Last synced at: about 11 hours ago - Pushed at: about 12 hours ago - Stars: 3 - Forks: 5

Rizi2001/TechGallery

Welcome to Tech Gallery, a centralized developer repository where I showcase a selection of my projects. Let's connect and innovate together!

Language: Jupyter Notebook - Size: 35.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

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.

Language: Jupyter Notebook - Size: 647 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

justinlaw360/RAG

Retrieval-Augmented Generation using Azure OpenAI

Language: HTML - Size: 2.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 1

santiagocanepa/ChatBot_Facebook_IA

Facebook Chat Bot with Embeddings. A customizable bot for Facebook Messenger using text embeddings and XGBoost for automated responses. Easily adaptable to various industries and workflows.

Language: Jupyter Notebook - Size: 2.39 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

phiyodr/theoryofcolors

Functionalities to work with colors. Cast colors types, find closest color using text-embeddings, find color complement.

Language: Python - Size: 12.7 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

sanku-lib/text-triplet-loss

A CNN implementation of Triplet Loss on text data using Tensorflow

Language: Python - Size: 31.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

tomislijepcevic/medline_embedding

Language: Jupyter Notebook - Size: 21 MB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

Besthope-Official/predoc

Preprocess document service for RAG (Retriveal Augumented Generation)

Language: Python - Size: 23.4 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 2

Md-Emon-Hasan/Retrieval-Augmented-Generation-RAG

RAG enhances LLMs by retrieving relevant external knowledge before generating responses, improving accuracy and reducing hallucinations.

Language: Jupyter Notebook - Size: 569 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Md-Emon-Hasan/LangChain

Powerful framework for building applications with Large Language Models (LLMs), enabling seamless integration with memory, agents, and external data sources.

Language: Jupyter Notebook - Size: 737 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

torinriley/Causal-Embedding-Correction

Mitigating treatment related bias in text embeddings using regressive residualization.

Language: Python - Size: 1.67 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

rosette-api/curl-examples

cUrl examples for Babel Street Analytics

Language: Shell - Size: 73.2 KB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 7

a1brz/semantic-vector-search

This repository demonstrates how to perform semantic search using embeddings with a local embedding model and cosine similarity. It includes a setup for generating embeddings and finding relevant information based on user queries. The project utilizes Python, Torch, and a custom embedding model served locally via an API.

Language: Python - Size: 8.79 KB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

BrianLesko/RAG-text-search

This git repository hosts a user interface for a chat-app, with integrated text similarity search for querying a document. Think of it as an upgrded Cmd+F search. It's written in Pure Python. Created for Learning Purposes.

Language: Python - Size: 8.17 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

sinanatra/are-from-earth 📦

A website that visualises how text embeddings trained on Google News are biased towards gender. It also functions as an open source database to generate text embeddings .

Language: Python - Size: 7.39 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Jigisha-p/Question-Answering-with-Embedded-Context

In this project text embedding is used to convert a set of text information about start-ups into vectors. Then these vectors are used to add context to a query, assisting the completion model in answering a query.

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

turian/embeddingcache

Retrieve text embeddings, but cache them locally if we have already computed them.

Language: Python - Size: 36.1 KB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

AdrianKlessa/FastTextFoodSimilarity

Tools for finding similarity between dishes offered in restaurants based on their names and descriptions

Language: Python - Size: 120 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Vrooli/text-embedder-endpoint

A Flask API endpoint for generating text embeddings using instructor-base, deployed with Docker Compose, and featuring Redis for caching and nginx for proxying.

Language: Shell - Size: 786 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

davpinto/ml-eng-project

Capstone project for the Udacity's ML Engineer Specialization

Language: Jupyter Notebook - Size: 70.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

peloyeje/code-issue-tagger

Categorizes code issues as you type according to Stack Overflow tags 💡

Language: Python - Size: 8.76 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

rosette-api-community/visualize-embeddings

A simple Python script for transforming a corpus of documents into text vectors suitable for visualization

Language: Python - Size: 6.84 KB - Last synced at: 2 months ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 1

hugochan/TTE

Language: C++ - Size: 118 KB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

cobanov/semaclust

Semantic text clustering using sentence embeddings and agglomerative clustering.

Language: Python - Size: 0 Bytes - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

gkamboj/LogSense-AI

Streamlit based Gen AI chatbot that responds to user queries from the repository of stored documents

Language: Python - Size: 1.6 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

abes-esr/labo_subject_indexing

Subject indexing with AI (embeddings)

Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

jackyang25/natural-langauge-processing

A collection of NLP tools for classical and modern language processing tasks

Language: Python - Size: 19.4 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

mohdLabadi/cs3780-finalproject

A text classification pipeline of multiple models that predicts 28 human emotions from natural language.

Language: Jupyter Notebook - Size: 969 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

shallowManica/Curriculum-Design-through-Web-Scraping

This repository designs a course curriculum for a Master’s program in DS & AI. The project involves web-scraping job postings from Indeed.com, extracting and engineering skill-based features using NLP and OpenAI’s text embeddings, and applying both hierarchical and k-means clustering algorithms.

Language: Jupyter Notebook - Size: 4.85 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

DanielPFlorian/Transformers-Github-Semantic-Search

NLP Dataset Creation and Semantic Search Demonstration

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

arturoeanton/go-example-nomic-embed-text

This project demonstrates how to integrate text embeddings using nomic-embed-text and granite-embedding models with PostgreSQL and pgvector. You can perform similarity searches, text analysis, and more.

Language: Go - Size: 11.7 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

naveenalla3000/RAG-medical-chatbot

Language: Jupyter Notebook - Size: 556 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

gkamboj/finance-gpt

Streamlit based Gen AI chatbot that allows users to get answers to queries related to financial documents.

Language: Python - Size: 465 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

shayan55579/CMSL-MLP-ImageText-Matching

A novel image-text matching model using Cross-Modal Space Learning with MLP aggregation, designed to bridge the semantic gap between images and texts for improved recall and matching efficiency.

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

simonpierreboucher/Embedding-generator

A robust Python tool for generating embeddings from text files using OpenAI's API. This tool processes text files, splits them into chunks while preserving context headers, and generates embeddings using OpenAI's models, saving both text and embeddings in structured formats.

Language: Python - Size: 28.3 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

simonpierreboucher/notebook_html

This repository contains HTML versions of various Jupyter notebooks. These files are accessible directly in a web browser, allowing for easy viewing and sharing of notebook content without requiring a Jupyter Notebook environment.

Language: HTML - Size: 2.08 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

M-LAai-ai/Embedding

A robust Python tool for generating embeddings from text files using OpenAI's API. This tool processes text files, splits them into chunks while preserving context headers, and generates embeddings using OpenAI's models, saving both text and embeddings in structured formats.

Language: Python - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

somenath203/four-in-one-ai-toolkit-powered-by-google-gemini-api

Click below to checkout the website

Language: Python - Size: 17.6 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

manzoorali29/RE-LLM-Papers

[Paper List] Papers using LLMs for any type of relation extraction/classification

Size: 6.84 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

anwarraif/LLM

A Retrieval-Augmented Generation (RAG) system that extracts and embeds Cirebon cuisine knowledge into a PostgreSQL database with pgvector, enabling efficient retrieval and contextual responses using FastAPI and Docker.

Size: 35.2 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

cchaithanya83/NLPsimilarityfinder

This project provides a way to find the most relevant chunks of text based on a question by calculating the cosine similarity between embeddings generated using a pre-trained transformer model. The model used in this project is roberta-large, which is part of the Hugging Face Transformers library.

Language: Python - Size: 5.86 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

hyper35/Text-Similarity-Using-SBERT

A GUI-based tool to calculate cosine similarity between two texts. It uses SBERT models from the sentence-transformers library for text encoding and tkinter for the interface.

Language: Python - Size: 3.91 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

rmdhirr/pdf-quizify

PDF Quizify: AI-powered tool generating quizzes from PDFs using Google Vertex AI, textembedding-gecko@003, and Google Gemini. Outputs in JSON via Streamlit.

Language: Python - Size: 43 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Yehiak/Movies-Reviews-Classification-BERT

simple project using BERT to classify movies reviews between positive and negative, where the model will run on data without processing once and with processing

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

rootguillen/Patent-Search-System-with-Gradio

Developed by Gyudong HAN, Counsellor, WIPO ([email protected]). Developed this system with reference to the general text retrieval system which was uploaded together with the video clip named "LangChain Retrieval QA Over Multiple Files with ChromaDB". I only added the implementation of Gradio for its UI.

Language: Jupyter Notebook - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

dataiku/dss-plugin-nlp-embedding

Dataiku DSS plugin to extract vector embeddings from text data 👾

Language: Python - Size: 397 KB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 3

NandiSoham/Cocktail-Recommendation-System

This project is based on the Cocktail Recommendation System, which utilizes the Retrieval-Augmented Generation (RAG) approach to provide users with personalized cocktail recommendations based on their queries.

Language: Jupyter Notebook - Size: 116 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Yash182023/BrightPsyche_New

"BrightPsych" is a holistic mental health platform featuring a supportive chatbot and detail CBT analysis for disorders. Daily Mood Tracking aids emotional well-being, while data analysis unveils student mental health trends. Guided mindfulness contribute to resilience in a nurturing space. Empower, Engage and Elevate through Community Forum.

Language: HTML - Size: 250 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Topic: "text-embedding"

sinanatra/are-from-earth 📦