Embedding Studio is a framework which allows you transform your Vector Database into a feature-rich Search Engine.

Vectory provides a collection of tools to track and compare embedding versions.

Using embeddings to create memory.

AI song recommendations based on the feel of a song

A command-line tool to index and perform hybrid semantic & lexical search over text files

Building representation in the vector space

A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts.

The Real Time Social Media Content Retrieval System fetches real-time LinkedIn posts based on user queries, offering multiple post retrieval and customization options. Although initially focused on LinkedIn, it can be expanded to incorporate other social media platforms, facilitating cross-channel post similarity searches.

A simple python tool for embedding comparison

An essentia-based tool for extracting features from a collection of audio files. Two simple user interfaces, to create playlists and explore track similarities based on extracted audio features and embeddings.

A Python dictionary that uses semantic similarity for key matching instead of exact matches. This library allows you to retrieve values using keys that are semantically similar to the ones stored, making it ideal for natural language interfaces, etc.

Python library for correcting registry and spelling errors in user input when comparing with a database of texts.

asctb-ct-label-mapper: A package to recommend controlled vocabulary for annotations of scRNA-seq datasets. and thereby enable cross-dataset or cross-experiment comparison of annotations.

A Streamlit app to evaluate the accuracy of automatic speech recognition (ASR) transcription services.

Localume is a powerful desktop application that enables semantic search across your documents using advanced vector embeddings and retrieval technology. The application monitors specified directories in real-time, automatically indexing new and modified files to maintain an up-to-date searchable database.

Dockerized application that embeds text in a pgvecto.rs database and retrieves data with a similarity search to generate a response with an llm from ollama.

Building an Event Retrieval System from Visual Data participating in Ho Chi Minh's AI Challenge in 2024

Python package for labeing data more efficiently

Inspect what phenotypes are associated with a disease