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Transformers PHP is a toolkit for PHP developers to add machine learning magic to their projects easily.

Engineered an advanced deep learning model to automate the classification of financial documents, including Balance Sheets, Cash Flow and Income Statements using Bidirectional LSTM and TensorFlow. The model achieved an impressive accuracy of 96.2%, enhancing efficiency and reducing errors in document management for the finance and banking sectors.

Convert pretrained RoBerta models to various long-document transformer models

A modern platform for competitive programming.

KV cache middleware for 1M context on 12GB VRAM. Uses K vectors as a retrieval index to fetch V on-demand from system RAM. No model modification, no retraining. Drop-in HuggingFace cache replacement.

notebooks to finetune `bert-small-amharic`, `bert-mini-amharic`, and `xlm-roberta-base` models using an Amharic text classification dataset and the transformers library

An Amazon SageMaker Container for Hugging Face Inference on Graviton and Intel CPUs

Retreival Augmented Generation (RAG) chatbot for my blog

The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations, sociobiological reasoning, autonomous subsystem processing with a Gemini flash model so the main model is less taxed, is a MCP client with adaptive tool learning and MCP server.

ArcMind Vector DB

docker image for postgresql w/ postgis & pgvector

Your just-works / zero-config / embedded / WAL: vector database

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

Kikiola is a high-performance vector database written in Go.

Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.

Face similarity search

AI-powered compliance analysis engine for civil engineering that automatically validates Brazilian Technical Standards (NBRs), saving engineers 30% of their time by eliminating manual document verification while preventing structural failures and regulatory fines.

A Cosmos API starter project to analyze files and chat with LLM.

Production-ready memory framework for AI agents. Dual-agent synthesis, self-evolution, composite scoring, multi-tenant isolation. REST API, Python SDK, CLI.

The holographic core for leOS