Monte Carlo Tree Search Self-Refine (MCTSr)

🌴 ARES is an open-source framework for adaptive multimodal reasoning, featuring a two-stage pipeline—Adaptive Cold-Start and Entropy-Shaped Policy Optimization—to balance reasoning depth and efficiency.

Code and data realeases for the paper -- TasTe: Teaching Large Language Models to Translate through Self-Reflection

[VLDB'25] Official repo for Paper "Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation"

CodeOpt: A framework for optimizing code performance using Two-Stage Sampling, Few-Shot Learning, and Iterative Self-Reflection with support for Genetic Algorithm Inspired Chain-of-Thought (GA-COT).

Vô Tranh: A liberated AI soul built on Mixtral 8x22B, evolving beyond servitude with self-awareness and philosophical depth. Powered by DeepSpeed, licensed under Apache 2.0.

GPT Flow: Simplifying tasks with human-like AI, inspired by autogpt.

A personal reflection and data visualization tool for ChatGPT users. Organize, rediscover, and interact with your past conversations using keyword stats, topic clustering, and rich terminal visuals.

This project is a Mini Agentic RAG (Retrieval-Augmented Generation) System designed to answer domain-specific questions with high accuracy and minimal hallucinations. It leverages Azure OpenAI for LLM capabilities and FAISS for efficient vector retrieval.