text-embeddings

There are 1 repository under text-embeddings topic.

michaelfeil / infinity
Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali
bert-embeddings llm text-embeddings
Language:Python 2539
linkedin / detext
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
classification deep-neural-networks detext-framework nlp ranking text-embeddings
Language:Python 1267
nomic-ai / contrastors
Train Models Contrastively in Pytorch
contrastive-learning deep-learning embeddings pytorch text-embeddings dense-retrieval transformers image-embeddings multimodal multimodal-rag rag
Language:Python 753
ZachNagengast / similarity-search-kit
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
apple-neural-engine coreml information-retrieval nlp pretrained-models question-answering semantic-search semantic-similarity swift text-embeddings vector-embeddings
Language:Swift 493
yusufhilmi / client-vector-search
A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.
embedding-models embedding-vectors embeddings openai search text-embeddings transformers vector vector-search
Language:TypeScript 221
rag-wtf / open-text-embeddings
Open Source Text Embedding Models with OpenAI Compatible API
aws-lambda fastapi huggingface langchain langchain-python openai opensource python sentence-transformers text-embeddings serverless-framework universal-sentence-encoder embeddings
Language:Python 160
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 55
md-experiments / picture_text
Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)
sbert embeddings natural-language-processing artificial-intelligence transformers sentence-transformers clustering visualization interactive-visualizations text-embeddings text-visualization hierarchical-clustering tree-maps clusters nlp
Language:Python 30
lakeraai / canica
A text embedding viewer for the Jupyter environment
jupyter jupyter-notebook text-embedding text-embeddings visualization
Language:TypeScript 21
Sid2697 / Word-recognition-EmbedNet-CAB
Code implementation for our ICPR, 2020 paper titled "Improving Word Recognition using Multiple Hypotheses and Deep Embeddings"
word-embeddings ocr-recognition word-recognition text-recognition embednet cab topk-predictions recognition image-embeddings text-embeddings deep-embeddings
Language:Python 21
aws-samples / text-embeddings-pipeline-for-rag
A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store
amazon-bedrock genai generative-ai large-language-models rds-postgres retrieval-augmented-generation text-embeddings aws bedrock cdk pgvector rag rds vectordb dms lambda s3 langchain
Language:TypeScript 19
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 15
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 14
BjornMelin / stardex
🌟 Stardex: Explore GitHub Stars Intelligently. Stardex is a powerful web app that lets you search, filter, and cluster any GitHub user's starred repositories. Discover hidden patterns and find your next favorite project with intelligent, AI-powered exploration.
clustering ml nextjs search-engine shadcn-ui starred-repositories tailwindcss fastapi hierarchical-clustering k-means-clustering machine-learning pca sklearn text-embeddings aws-api-gateway aws-cdk aws-lambda aws-s3
Language:TypeScript 12
vinaykanigicherla / amazon_reviews_sentiment
Sentiment Analysis on the Amazon Reviews Dataset using BERT-based transfer learning approach.
amazon-review-dataset bert eda gensim sentiment-analysis tensorflow text-embeddings
Language:Jupyter Notebook 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 9
Navy10021 / KRLawGPT
KRLawGPT : Generative Pre-trained Transformer for producing Korean Legal Text
gpt large-language-models legal nlp-machine-learning text-embeddings text-generator transformers
Language:Python 9
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 9
lh0x00 / docsifer
Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.
analysis chunking documents indexing markdown markitdown rag text-processing vector-database docsier langchain llama-index autogen emeddings text-embeddings
Language:Python 8
lh0x00 / lightweight-embeddings
LightweightEmbeddings is a fast, free, and unlimited API service for multilingual embeddings and reranking, with support for both text and images and guaranteed uptime.
embeddings huggingface image-embeddings multilingual rag reranking sentence-transformers text-embeddings vector autogen langchain llama-index
Language:Python 8
tlack / semantics
Semantic similarity via text embeddings in Elixir - powered by SentenceTransformers by SBert.net
elixir sentence-transformers text-embeddings natural-language-processing natural-language-understanding
Language:Elixir 8
zer0int / CLIP-gradient-ascent-embeddings
Use CLIP to create matching texts + embeddings for given images; useful for XAI, adversarial training
adversarial-attacks adversarial-examples clip contrastive-language-image-pretraining embeddings gradient-ascent text-embeddings text-image typographic-attack
Language:Python 6
themaximalist / embedding.js
Easy embeddings for LLMs like gpt-3.5-turbo and gpt-4 using text-embedding-ada-002
ada-002 gpt-3-5-turbo gpt-4 large-language-models text-embeddings text-generation
Language:JavaScript 5
amirmasoudaz / chatgpt-history-search
A Python-based search engine for OpenAI's ChatGPT conversation history, enabling efficient semantic search and interactive engagement with archived chats using text embeddings
chatgpt python semantic-search-engine text-embeddings
Language:Python 4
cjboy76 / askpdf
Read PDF with AI.
langchain nuxt3 pdfjs text-embeddings rag nuxt-ui
Language:Vue 4
dice-group / GATES
Graph Attention Networks for Entity Summarization is the model that applies deep learning on graphs and ensemble learning on entity summarization tasks.
entity-summarization knowledge-graph-embeddings ensemble-learning graph-attention-network deep-learning-on-graphs text-embeddings
Language:Python 4
ksm26 / Understanding-and-Applying-Text-Embeddings
Dive into the world of text embeddings. This course will guide you through leveraging text embeddings to enhance various natural language processing (NLP) tasks.
classification clustering natural-language-processing nlp nlp-machine-learning outlier-detection semantic-search semantic-similarity sentence-embeddings temperature text-embeddings text-generation top-k top-p vertex-ai word-embeddings llm-parameters scann-library
Language:Jupyter Notebook 4
theatina / Stress_Detection
M.Sc. mini project for NLP class (M908)
anxiety bert-embeddings bigru bilstm classification-algorithm cnn dal depression-detection dreaddit emotion-recognition flesch-kincaid-grade-level liwc-dictionaries pattern-library stress-analysis text-classification text-embeddings word2vec-embeddinngs svm-classifier
Language:Python 4
damoncrockett / embeddingworld
Fully client side web app for visualizing text embeddings
d3js onnx reactjs text-embeddings transformersjs
Language:JavaScript 3
salgadev / dolly-expert-lite
A lightweight Dolly-v2 powered assistant that can answer domain-specific questions and keep a conversation. It's expert systems in the era of LLMs.
devpost hackathon huggingface large-language-models text-embeddings vector-database
Language:Jupyter Notebook 3
gurbaj5124871 / rag-app-deepseek
A RAG (Retrieval-Augmented Generation) application which combines retrieval-based and generative approaches to improve the accuracy and relevance of AI-generated responses.
ai deepseek-r1 fastapi kafka llm machine-learning ollama python rag text-embeddings milvus semantic-search vector-database
Language:Python 2
joshle298 / Debrief
A news insight summarizer designed to cut the noise out of media consumption (using LLMs & text-embeddings)
llms nomics-api openai text-embeddings webscrapping
Language:JavaScript 2
ksmin23 / semantic-vector-search-with-sagemaker-pgvector
A search application using Aurora Postgresql and pgvector for an online retail store product catalog
generative-ai pgvector sagemaker-studio text-embeddings semantic-search opensearch
Language:Jupyter Notebook 2
mahadev0811 / CollegeChatbot
This project is a Q&A chatbot designed for the Global Academy of Technology (GAT), utilizing LLMs, Embeddings, RAG techniques and Prompt Engineering to provide accurate and context-aware responses to user queries about the college.
ai-chatbot chatbot college-chatbot google-gemini google-generative-ai large-language-models llm prompt-engineering python retrieval-augmented-generation streamlit text-embeddings vector-database voice-to-text web-scraping
Language:Jupyter Notebook 2
seonglae / tei
Text Embeddings Inference (TEI)'s unofficial python wrapper library for batch processing with asyncio
aiohttp asyncio embedding embedding-vectors embeddings tei text-embeddings text-embeddings-inference
Language:Python 2
zeno129 / DYANE
DYnamic Attributed Node rolEs (DYANE) is an attributed dynamic-network generative model based on temporal motifs and attributed node behavior.
attributed-graphs dynamic-graphs dynamic-networks graph-generative-model motifs node-embeddings temporal-graphs text-embeddings
Language:Python 2

text-embeddings

michaelfeil / infinity

linkedin / detext

nomic-ai / contrastors

ZachNagengast / similarity-search-kit

yusufhilmi / client-vector-search

rag-wtf / open-text-embeddings

milosgajdos / go-embeddings

md-experiments / picture_text

lakeraai / canica

Sid2697 / Word-recognition-EmbedNet-CAB

aws-samples / text-embeddings-pipeline-for-rag

amazon-science / text_generation_diffusion_llm_topic

deadbits / vector-embedding-api

BjornMelin / stardex

vinaykanigicherla / amazon_reviews_sentiment

easonlai / product_recommendations_with_gpt

Navy10021 / KRLawGPT

sjy-dv / mind-x

lh0x00 / docsifer

lh0x00 / lightweight-embeddings

tlack / semantics

zer0int / CLIP-gradient-ascent-embeddings

themaximalist / embedding.js

amirmasoudaz / chatgpt-history-search

cjboy76 / askpdf

dice-group / GATES

ksm26 / Understanding-and-Applying-Text-Embeddings

theatina / Stress_Detection

damoncrockett / embeddingworld

salgadev / dolly-expert-lite

gurbaj5124871 / rag-app-deepseek

joshle298 / Debrief

ksmin23 / semantic-vector-search-with-sagemaker-pgvector

mahadev0811 / CollegeChatbot

seonglae / tei

zeno129 / DYANE