C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.

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

Build a Zero-Cost Semantic Search Engine with Cloudflare Workers

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

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

eShopLite - Semantic Search is a reference .NET application implementing an eCommerce site with Search features using Keyword Search and Semantic Search.

Example how to implement a question & answer flow using semantic search with OpenAI - by using C# & Semantic Kernel

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eShopLite - Semantic Search is a reference .NET application implementing an eCommerce site with Search features using Keyword Search and Semantic Search with Azure AI Search

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"

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Multi-modal semantic search framework

Minimal RAG (Retrieval Augmented Generation) website with Pinecone, FastAPI, NextJS, MongoDB

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

Toy semantic search using ML.net, DistilBERT and ONNX

OpenSearch for Vector Search Reference Script

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.

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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.

contains notebook that uses OpenAI's CLIP model and FAISS for semantically searching image from text

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

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.