This page is dedicated to fast evolving AI architectures, frameworks and experiments.
Collection of resources with summaries, let me know if you want to ad a link, or want presentation / discuss this at your company.
Resources
- AI Agents vs. Agentic AI - the whitepaper (May, 2025) from Cornell and Peloponnese universities offering the review and analysis for evolving Agentic AI field. Covering the differences between AI Agents and the Agentic AI systems, diving into the design philosophy and sets of capabilities. Systems thinking driven by Large Language Models (LLMs) and Large Image Models (LIMs).
- Generative AI Inventory - curated list of popular generative AI projects, grouped into categories.
Frameworks & Tools
- MCP Toolbox for Databases is open source MCP protocol server for AI agents to connect to various databases. It supports most popular open source databases and adds layers of enterprise grade security.
- MCP authorizations thoughts - covers the state of public MCP endpoint security state and the potential solutions.
- MCPfier is "GitHub Actions for MCP" framework which allows building MCP server on top of different scripts, libraries and MCP providers.
- MCPJungle is an proxy MCP server to the MCP endpoints in your stack.
- OpenWebUI UI framework for integrating with multiple LLM providers and platforms.
- AnythingLLM is an application which enables turning documents and files and other content into the context as a reference during the AI conversation.
- Deep agents by LangChain. Thoughts about the deep agent concepts from LangChain team. With an example github project.