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Projects in Awesome Lists tagged with text-embedding

A curated list of projects in awesome lists tagged with text-embedding .

https://github.com/neonwatty/meme-search

The open source Meme Search Engine. Free and built to self-host locally with Python, Ruby, and Docker.

demo-app docker generative-ai large-language-models machine-learning python ruby ruby-on-rails self-hosted text-embedding vector-database vision-language-model

Last synced: 21 Dec 2024

https://github.com/neonwatty/meme_search

Index your memes by their content and text, making them easily retrievable for your meme warfare pleasures. Find funny fast.

demo-app generative-ai large-language-models machine-learning text-embedding vector-database vision-language-model

Last synced: 01 Dec 2024

https://github.com/milosgajdos/go-embeddings

Go module for fetching embeddings from embeddings providers

ai aws-bedrock bedrock cohere embeddings go golang llm ollama openai text-embedding text-embeddings vertex-ai

Last synced: 03 Dec 2024

https://github.com/alash3al/vecdb

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

ai database gemini machine-learning text-embedding vector-database vector-embeddings

Last synced: 29 Nov 2024

https://github.com/lakeraai/canica

A text embedding viewer for the Jupyter environment

jupyter jupyter-notebook text-embedding text-embeddings visualization

Last synced: 10 Dec 2024

https://github.com/cloudera/cml_amp_few-shot_text_classification

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

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

Last synced: 07 Nov 2024

https://github.com/astrabert/sentrev

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

embedders evaluation-framework python python-package qdrant semantic-search sentence-transformers text-embedding vector-database

Last synced: 12 Dec 2024

https://github.com/izhx/uni-rep

Code for embedding and retrieval research.

embeddings infomation-retrieval sentence-embeddings text-embedding

Last synced: 12 Nov 2024

https://github.com/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

Last synced: 10 Nov 2024

https://github.com/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.

machine-learning natural-language-processing nlp python text-embedding text-extraction text-similarity word-similarity

Last synced: 12 Nov 2024

https://github.com/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

Last synced: 10 Nov 2024

https://github.com/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

Last synced: 10 Nov 2024

https://github.com/deadbits/vector-embedding-api

Flask API for generating text embeddings using OpenAI or sentence_transformers

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

Last synced: 13 Dec 2024

https://github.com/aldenhovel/image-retrieval

An image retrieval engine . ε›Ύεƒζ£€η΄’η³»η»Ÿγ€‚

image-captioning image-retrieval image-search-engine object-detection text-classification text-embedding

Last synced: 13 Nov 2024

https://github.com/rosette-api-community/visualize-embeddings

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

machine-learning natural-language-processing nlp python text-embedding text-vectorization tsv visualization

Last synced: 12 Nov 2024

https://github.com/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.

chromadb python3 text-embedding text-retrieval vector-database

Last synced: 10 Nov 2024

https://github.com/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.

cosine-similarity gpt llm openai python search-engine streamlit text text-embedding text-processing ui

Last synced: 06 Nov 2024

https://github.com/simonpierreboucher/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.

api-rate-limiting automated-text-analysis context-preservation data-preprocessing embeddings-generation error-handling json-and-npy-formats machine-learning metadata-management natural-language-processing openai-api python-tool text-chunking text-embedding yaml-configuration

Last synced: 12 Dec 2024

https://github.com/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.

embeddings json npy openai semantic-search text-embedding

Last synced: 16 Nov 2024

https://github.com/bilalhameed248/faq-chat-bot-using-vertexai

A generative AI-based FAQ Chat-Bot with a Flask Back-End, designed to operate within an organization's internal domain. - Jul 2023 - Oct 2023

csv embeddings flask gecko html java jquery natural-language-processing nlp python python3 pytorch text-bison text-embedding text-preprocessing vertex-ai

Last synced: 15 Nov 2024

https://github.com/jibril14/openai_text_embedding

OpenAI Text Embedding. Clean, process and create vectorize representation of text for indexing and semantic search

chat-application gpt-4 machine-learning natural-language-processing openai prompt-engineering text-embedding vector-database

Last synced: 22 Nov 2024