(ACL-2025 main conference) SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

(ACL-2025 main conference) Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback

Markdown-based documentation for all modules and components in the Summoner codebase

Project uses Gemini LLM and Vision-Language Models (VLM) to automatically generate presentation slides from documents. It streamlines content summarization and design, enabling efficient slide creation by interpreting both text and visual elements in the source material. (SuZeAI mentor)

An 🧪 experimental, 🧭Parlant's ARQ (Attentive Reasoning Queries) into 🔷Microsoft Agent Framework via middleware.

In this repo I have made Devil(Shetani) calculator assigned by Sir Zia, was great fun to make this Agent.

Advanced AI Assistant with conversational memory, agent capabilities, MCP , knowledge bases, multi-user support, and RAG (knowledge graph + vector search). Includes prompt management and other AI services.

Though this project is about reflection in the generation of tweets it is a foundational piece in having your LLM reflect on what it has created and producting something better. I see this for use in blogs, articles, tweets, emails, etc..

See AIs debating in a mock trial