Popular GitHub Repositories for Semanticsearch

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

This application uses LLMs like DeepSeek, GPT-4o, Claude, Gemini2 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)

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

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

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

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

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

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

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

A ChatBot written in C# using OpenAI's API

The simple client of NautilusDB, a Clound-Native Vector Search Service

LLMOps

Semantic, lexical, multilingual search in your OGD metadata catalog.

It reflects the main purpose of the code, which is to perform semantic search on a dataset of text documents using FAISS for indexing and the Universal Sentence Encoder for generating embeddings.

A multilingual semantic search engine utilizing sentence similarity with sentence transformers-based models.

A simple vanilla JS text chunker for hierarchical semantic chunking

Optimize WordNet exploration with a semantic search algorithm, utilizing GloVe embeddings and CNF logic. Efficiently pinpoint target synsets within a constrained step count. Investigate parallel processing and optimization for enhanced performance. #WordNet #GloVe #SemanticSearch #CNF #Optimization #NLP

MLOps Framework for Dynamic Dataset Selection using Semantic Search and LLM