semanticsearch

SemanticFinder - frontend-only live semantic search with transformers.js

A demo app showcasing Vector Search using Azure AI Search, Azure OpenAI for text embeddings, and Azure AI Vision for image embeddings.

This application uses LLMs like DeepSeek, GPT-5, Claude, Gemini or Llama, Mixtral (locally) in order to generate text based on the user input. The user input is used to retrieve relevant information from the database and then the retrieved information is used to generate the text. This approach combines power of LLMs and access to source documen

Enhancing Recommendation Systems with Large Language Models (RAG - LangChain - OpenAI)

CLI for semantic search on your computer. Searches text files and identifies the most relevant chunks to your query.

A universal Qdrant table frontend based on transformers.js

The project is based on semantic search for "Semantic Search AI Hackathon on LabLab.ai"

Multi-modal semantic search framework

Question-Answering App Over Your Own Data with LLamaindex and ElasticSearch !

A lightweight frontend app using transformers.js showcasing the use of semantic similarity for geospatial applications such as geosocial media. Building on Overturempas Places, dynamically loading data from a singe 9Gb flatgeobuf file.

A real-time Linux log monitoring and semantic search tool that streams logs from journalctl, deduplicates repeated entries, embeds them using SentenceTransformer, and indexes them with FAISS for fast similarity search.

This Repository collects my material about my course (Mastering Vector Databases for AI applicstions) by Eng/ Mohammed Agoor

Frontend-only semantic similarity mapper for SDGs

Test scripts for common word embedding falsehoods like King - Man + Woman = Queen for state-of-the-art embedding model

A light-weight demo app for geospatial semantic search. Designed for text data with geospatial references.

In-browser tool to explore semantic similarity segmenting strategies by generating and querying overlapping text segments using Transformers.js.

A basic semantic search app based on 834 entries from Copernicus Services Catalogue

An app that generates afrobeats playlists based on text inputs using Semantic search

the way people think Windows Recall works

This application uses sentence embedding to project the documents in a high dimensional space and find most similarities through cosine similarities