Update app.py

app.py

@@ -1,36 +1,81 @@
 import gradio as gr
 
-# Descriptions for each Nexa product
-nexa_descriptions = {
-    "Nexa Data Studio": "A full-stack data engineering suite for scientific ML. Includes synthetic dataset generation, tokenization, transformation, and pipeline automation.",
-    "Nexa Infrastructure": "A toolkit of infrastructure tools for ML optimization, compiler-level graph tuning, and CLI-based control systems (e.g., PyC, tuning scripts).",
-    "Nexa R&D": "A sandbox for experimental research and software on novel AI methods, such as hybrid optimizers, annealing schedulers, and architecture experiments."
-}
-
-nexa_links = {
-    "Nexa Data Studio": "https://huggingface.co/spaces/Allanatrix/Nexa-Data-Studio",
-    "Nexa Infrastructure": "https://huggingface.co/spaces/Allanatrix/Nexa-Infrastructure",
-    "Nexa R&D": "https://huggingface.co/spaces/Allanatrix/Nexa-R&D"
-}
-
-def show_details(product):
-    return f"### {product}\n\n{nexa_descriptions[product]}\n\n🔗 [Go to {product}]({nexa_links[product]})"
-
-with gr.Blocks(title="Nexa Hub: Unified Platform for Scientific AI") as demo:
-    gr.Markdown("""
-    # 🚀 Nexa Hub
-    Welcome to **Nexa Hub**, the central interface for all Nexa tools.
-    Explore the modules below to learn more about each product and navigate to its dedicated space.
-    """)
-
-    with gr.Row():
-        product_dropdown = gr.Dropdown(label="Choose a Nexa Product", choices=list(nexa_descriptions.keys()))
-    
-    output = gr.Markdown()
-    product_dropdown.change(fn=show_details, inputs=product_dropdown, outputs=output)
-
-    gr.Markdown("---")
-    gr.Markdown("Built and maintained by Allan using open tooling, zero funding, and high-leverage engineering.")
-
-if __name__ == "__main__":
-    demo.launch()
+# Define section contents
+def intro():
+    return """## Welcome to NexaHub
+**NexaHub** is the central interface for the entire Nexa ecosystem — a unified platform for open, high-performance, and low-friction scientific intelligence. This isn't just another AI project; it's a ground-up reimagination of what AI can do for science, engineering, and discovery — built by one polymath in a basement. Every model, dataset, compiler, and tool here is built to push the boundary. But this can go further — with your support.
+
+---
+
+### 🚀 What Is Nexa?
+Nexa is a full-stack scientific AI lab-in-a-box built around four key pillars:
+1. **Nexa Infrastructure** – Graph compilers, tensor allocators, PySE, and HPC toolchains.
+2. **Nexa R&D** – Experimental research like Azure Sky optimizers, algorithmic scaffolds, and novel architecture prototypes.
+3. **Nexa Data Studio** – Purpose-built datasets for science, synthetic augmentation, tokenizer pipelines, and structured preprocessing.
+4. **Nexa MOE** – A family of Mixture-of-Experts models for hypothesis generation, scientific reasoning, and methodology design.
+
+---
+"""
+
+def support():
+    return """## 💡 How You Can Support This Vision
+
+This entire lab is self-funded, self-built, and powered by passion. But scaling to real impact — 2B+ parameter models, open hypothesis engines, and useful science tools — needs real support.
+
+### 🙋‍♂️ If You're An ML Engineer or Industry Professional
+- Offer **compute sponsorship** (e.g. A100s, cloud credits)
+- Bring Nexa into your org — as a platform, lab, or embedded tech
+- Help evaluate, contribute to, or extend the infrastructure
+
+### 🧪 If You're A Researcher
+- Use the models in your work (NexaBio, NexaAstro, NexaCFD, etc.)
+- Reach out with feedback or validation opportunities
+- Endorse the work publicly or internally at your institution
+
+### 🪙 If You're An Altruist, Funder, or Philanthropist
+- Non-dilutive grants ($100k–$500k) can formally spin Nexa into an **AI lab** serving science
+- Endorse the vision of public, open scientific infrastructure
+- Be part of a movement that empowers world-class research with low friction
+
+### ☕ The Simplest Way to Help
+Sponsor the work directly. Buy a coffee, share the repo, amplify the vision.
+Every $1 funds open, scalable, world-class scientific AI.
+"""
+
+def live_status():
+    return """## 🔄 Current Roadmap and Status
+
+### Active Projects
+- 🧠 **Nexa MOE Mini**: Lightweight MOE model for scientific inference
+- 🧪 **Nexa Data Studio**: Synthetic tabular gen, tokenizer infra
+- 🔧 **PySE & Graph Compiler**: HPC-friendly dynamic routing + memory optimization
+- 📡 **NexaHub Frontend**: You're using it now
+
+### Goals (If Funded)
+- Train full **Nexa MOE-ULTRAMAX** on scientific data
+- Expand to real-time LLM-based hypothesis and method generation
+- Build a proper **distributed open scientific AI lab**
+- Formalize grant and sponsor pipelines to scale access to everyone
+
+### Needs
+- Compute credits (e.g., Lambda Labs, CoreWeave, AWS)
+- Formal cash injection ($100k–$500k) to build real lab + scale infra
+- Community amplification and contribution
+
+---
+"""
+
+# Launch Gradio app
+with gr.Blocks(title="NexaHub - Open Scientific Intelligence") as demo:
+    gr.Markdown(intro())
+
+    with gr.Accordion("See How You Can Support Nexa", open=False):
+        gr.Markdown(support())
+
+    with gr.Accordion("Live Roadmap & System Status", open=False):
+        gr.Markdown(live_status())
+
+    gr.Markdown("### ✉️ Want to Reach Out?\nDM on X (@your_handle), LinkedIn, or email directly via your website.")
+
+demo.launch()
+