vectorization

Implementations of SIMD instruction sets for systems which don't natively support them.

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ.

Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.

A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.

⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.

MiniPilot is a GenAI-assisted chatbot backed by Redis. Chat with your documents

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.

Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.