Update doc/README.md

doc/README.md

@@ -1,8 +1,15 @@
-In lieu of a video, find screenshots of example usage of Grady correctly answering a GAIA benchmark level 3 question.
+## Gradio Agents & MCP Hackathon 2025
 
-- gui.png (Gradio)
-- api-1.png (Postman client calling Gradio REST API)
-- api-2.png (Postman client calling Gradio REST API)
-- mcp.png (Postman MCP client calling Gradio MCP server)
+While other submissions showcase **specialized solutions**, this submission is a **generalized solution**.
+
+**Grady**, named in honor of Gradio, is a **multi-agent multi-modal multi-model assistant** with high agency, including browser automation, code generation & execution, and multi-modal reasoning. It can solve many <a href="https://huggingface.co/datasets/gaia-benchmark/GAIA">GAIA Benchmark</a> level 1, 2, and 3 problems.
+
+In lieu of a video, find a diagram of the architecture, and screenshots of Grady correctly answering GAIA benchmark level 3 questions.
+
+- <a href="architecture.png">architecture.png</a>
+- <a href="gui.png">gui.png</a> (Gradio)
+- <a href="api-1.png">api-1.png</a> (Postman client calling Gradio REST API)
+- <a href="api-2.png">api-2.png</a> (Postman client calling Gradio REST API)
+- <a href="mcp.png">mcp.png</a> (Postman MCP client calling Gradio MCP server)
 
 Postman: https://www.postman.com/ai-engineer/generative-ai-apis/overview (filter by Grady)