# Conversational Interaction

Coding-Tutor is a programming tutoring tool based on a large language model (LLM), designed to help learners improve their programming skills through conversational interaction. It addresses key challenges in programming tutoring through a Trace-and-Verify (Traver) workflow that combines knowledge tracing and round-by-round verification. This tool is not only suitable for programming education but also extensible to other task tutoring scenarios, helping to adjust teaching content according to the learner's knowledge level. The project is open source and supports community contributions.

Baidu GBI is a business analysis assistant powered by large language models for conversational interactions, capable of carrying out comprehensive data analysis tasks such as querying, charting, attribution, forecasting, insights, and summarization without the need to write SQL code. It simplifies the data analysis process and enhances efficiency, suitable for various business scenarios.

SearchGPT is a new AI search feature prototype currently under testing by OpenAI. It merges the powerful capabilities of AI models with web information, providing users with quick, timely, and clearly sourced answers. This prototype is currently available only to a small group of users and publishers for feedback purposes. SearchGPT aims to enhance the model's conversational abilities through real-time web information, making it faster and easier to find answers. Users can also ask follow-up questions in an interactive manner, with context built around each query. OpenAI is committed to establishing a thriving ecosystem with publishers and creators by enhancing the search experience through a conversational interface that highlights high-quality content and provides multiple opportunities for user engagement.

FoloToy is a series of AI companion conversational toys made with the latest artificial intelligence technology. Everyone can create unique toy characters and bring joy to loved ones. It features AI conversation, interactive learning, personalized interaction, multi-domain knowledge, ease of use, and continuous updates. It comes with various built-in roles like learning mentors, storytellers, and language translators. It supports loading AI conversation chips to give the toy intelligent conversation capabilities. It also supports self-built server customization development.