Update README.md

README.md

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 **PIPS** (Python Iterative Problem Solving) is a powerful library for iterative code generation and refinement using Large Language Models (LLMs). It provides both programmatic APIs and a web interface for solving complex problems through iterative reasoning and code execution.
 
-## Features
-
-- 🤖 **Multi-LLM Support**: Works with OpenAI GPT, Anthropic Claude, and Google GenAI models
-- 🔄 **Iterative Problem Solving**: Automatically refines solutions through multiple iterations
-- 🧠 **Two Solving Modes**: Chain-of-thought reasoning and code-based problem solving
-- 🌐 **Web Interface**: Beautiful Flask-SocketIO web UI for interactive problem solving
-- 📊 **Image Support**: Process problems with both text and image inputs
-- ⚡ **Streaming Support**: Real-time token streaming for responsive user experience
-- 🛡️ **Safe Code Execution**: Sandboxed code execution with timeouts and error handling
-- 💾 **Session Management**: Persistent browser storage with import/export capabilities
-- 📁 **Curated Examples**: Automatically loads demonstration sessions on first launch
+Paper: arxiv.org/abs/2510.22849
 
 ## Installation