cot-reasoning

Fragaria is a powerful and flexible Chain of Thought (CoT) reasoning API that leverages various Language Model (LLM) providers and incorporates Reinforcement Learning (RL) techniques to solve complex problems and answer intricate questions.

Repository for the project 'From Words to Images: Is CoT Still Trustworthy in Multimodal Reasoning?'

A smart AI research agent built with LangChain + Mistral-7B + Streamlit that reads PDFs, searches the web, summarizes Wikipedia, solves math, and explains its reasoning. Open-source and tool-augmented.

Code for Targeted Retrieval, Compact Representations: How CoT Reasoning Improves Long-Context Counting, including both controlled synthetic Transformers and open-weight models experiments.