Experimental interface environment for open source LLM, designed to democratize the use of AI. Powered by llama-cpp, llama-cpp-python and Gradio.

ICDE 2025 Paper, Grounding Natural Language to SQL Translation with Data-Based Self-Explanations

Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.

This repository contains meTTa experiments for the OpenPsi Architecture.

Generative Feedback Loops with Neon serverless Postgres, Azure Functions, and Azure OpenAI

Explainable AI for Pneumonia Detection from Chest X-rays. Fast Streamlit app with GradCAM visualizations, human-in-the-loop feedback and retraining, batch processing, audit logging, and full Docker support. Privacy-first, clinically inspired, and ready for research, demo, or hospital use.

PyPlasmaFractal: A Python application for real-time generation of complex fractal noise visuals with feedback effects, featuring interactive controls, diverse effects, and video recording capabilities.

A seamless integration of an Arduino-driven PID control system with a Python-based real-time graphing interface. Adjust PID parameters and setpoints dynamically, monitor feedback loops, and manage system performance all in one place.

Relicon - Self-improving AI-driven short-form video ad creator system.

Self-Regulating Systems

Backend for MindPeers ML (NLP) models such as Sentiment Analysis & Keyword Extraction (including Feedback Loops)

A machine learning project that classifies news articles as real or fake using NLP and multiple models. Built on the Kaggle Fake and Real News dataset, it includes text preprocessing, feature extraction with CountVectoriser, model evaluation, and Streamlit deployment with a live feedback loop for continuous learning.

Solution Hacks 2025 Winner. An educational chatbot that employs the Feynman technique—acting as a student and forcing the user to teach a study topic, thereby exposing gaps in the user's understanding. This repo hosts the AI Model to support the Feynomenon app.

Adaptive Semantic Search Engine based on PostgreSQL (pgvector) & FastAPI. Implements a Feedback Loop to dynamically re-rank results using Log-Decay algorithms

Simulated human in the loop model feedback cycle.

Gemini-2.0-flash-001 powered dev assistant with iterative reasoning and tool use - designed to assist developers in understanding, fixing, and modifying code using natural language, similar in spirit to tools like Claude Code.

Self-Aware Feedback Loop Algorithm (python)

A complete text2sql application powered by OpenAI, Anthropic, Qdrant, Sqllite, Groq with evaluation, monitoring, real time updates, and feedback mechanism

A web-based AI Assistant using Flask and Groq LLaMA 3, featuring question answering, text summarization, and creative story generation.

📊 Automate your Area Chair workflow for OpenReview, tracking papers, reviews, and discussions with ease, all organized in Google Sheets.