grounded

TinyToT — Tree of Thoughts inference server

Take turns hosting one co-op world through your own cloud drive, no server needed. Valheim, Palworld, V Rising, Enshrouded, Dragonwilds and more. Free, open source, Windows.

Prototype customer support chatbot for computer hardware products, built using a low-cost OpenAI model and Model Context Protocol (MCP). The chatbot demonstrates how LLMs can safely interact with enterprise tools via MCP to provide grounded product information. Deployed as a live demo with a lightweight UI

Answers questions from an approved knowledge set, shows its sources and says when the evidence is not enough.

A Streamlit app that converts lecture transcripts into structured notes and supports grounded question answering with Gemini.

Chat-with-your-docs widget: grounded answers from your documents with clickable citations, an honest "I don't know", and a real chat UI. Pure-Python retrieval, runs key-free in demo mode.