🔍 Optimize RAG systems by exploring Lexical, Semantic, and Hybrid Search methods for better context retrieval and improved LLM responses.

# 🔍 Semantic Article RecommenderThis project offers a simple way to find articles that are similar in meaning. It uses advanced techniques like Hugging Face embeddings and FAISS for efficient searching. 🛠️

A realtime serving engine for Data-Intensive Generative AI Applications

A database for cleaning laser tools created in a project at the Potsdam University of Applied Sciences.

Customizable Case-Based Reasoning (CBR) toolkit for Python with a built-in API and CLI.

MTEB: Massive Text Embedding Benchmark

RAG for structured and Unstructured data

Chat interface to Sodir Norwegian oil database using Google BigQuery and Gemini

Fast search index for SPLADE sparse retrieval models implemented in Python using Numpy and Numba

Tool to retrieve various Janet repositories

Profile-Based Long-Term Memory for AI Applications. Memobase handles user profiles, memory events, and evolving context — perfect for chatbots, companions, tutors, customer service bots, and all chat-based agents.

🔰 A Comprehensive RAG repository covering basic vanilla RAG techniques, advanced retrieval methods, hybrid search fusion approaches, hands-on reranking techniques with code + explanation 📚✨

turn any platform page into markdown!

Minimal Atmospheric Compensation for Hyperspectral Imagers.

📄🧠 PageIndex: Document Index for Reasoning-based RAG

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

Atmospheric data Community Toolkit - A python based toolkit for exploring and analyzing time series atmospheric datasets

Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.

A Bayesian Nested-Sampling Retrieval Code

[WIP] This project provides a completely free pronunciation annotation and dictionary search API for Japanese language learners.