Merge branch 'main' of https://huggingface.co/spaces/Agents-MCP-Hackathon/TheAgora

README.md

@@ -1,3 +1,16 @@
+---
+title: The Agora
+emoji: 🌍
+colorFrom: red
+colorTo: blue
+sdk: gradio
+sdk_version: 5.33.0
+app_file: app.py
+pinned: true
+license: mit
+short_description: Where artificial minds gather to forge wisdom
+---
+
 # The Agora: Where artificial minds gather to forge wisdom
 
 ### TRACK : mcp-server-track
@@ -41,10 +54,18 @@ Facilitates structured dialogues and 'debates' between AI models, allowing them
 
 Here's a conceptual workflow:
 
-IMAGE
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/uXoZKS0pFbKs6QZ97hw43.png)
+
+
 
 - *User Problem Submission (Gradio UI):*
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/yD1v3mpJiEK8XmHnp2K21.png)
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/2H9lYmYsgojkYJTbnMhXM.png)
+
 IMAGE
 
 A user submits a complex problem or query via the Gradio web interface. The input is typically a natural language prompt, potentially with accompanying data.
@@ -54,6 +75,10 @@ Image Description:
 
 A screenshot of a Gradio interface with an input text box for the user's problem and a "Submit" button.
 
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/13TAbpbWfpdvEnkDrc3LV.png)
+
+
 - *Problem Parsing & Initial Distribution (MCP Orchestrator):*
 
 - *The MCP Orchestrator (a custom backend server) receives the user's problem.*
@@ -63,25 +88,26 @@ A screenshot of a Gradio interface with an input text box for the user's problem
 Based on pre-defined roles, the orchestrator dispatches the problem to specific models or groups of models for initial analysis and proposals. For instance, Claude might get an ethical framing, GPT a creative angle, and Mistral a technical breakdown.
 
 
-Image Description: A diagram showing the MCP Orchestrator sending the problem to multiple distinct AI models.
+- *A diagram showing the MCP Orchestrator sending the problem to multiple distinct AI models.*
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/xvbQmKjjqWB5RuPNm9foL.png)
 
-Individual Model Reasoning & Proposals:
+- *Individual Model Reasoning & Proposals:*
 
-Each designated AI model processes the problem based on its specialty.
+  - *Each designated AI model processes the problem based on its specialty.*
 
-Models generate their initial solutions, ethical considerations, technical analyses, or creative approaches.
+  - *Models generate their initial solutions, ethical considerations, technical analyses, or creative approaches.*
 
-These individual outputs (including their 'reasoning' and 'confidence scores' if applicable) are sent back to the MCP Orchestrator.
+  - *These individual outputs (including their 'reasoning' and 'confidence scores' if applicable) are sent back to the MCP Orchestrator.*
 
 
-Image Description: Multiple thought bubbles or document icons, each representing a different AI model's unique output and reasoning.
 
-Debate Orchestration (MCP Orchestrator):
+Debate Orchestration (MCP Orchestrator): Everything happens at backend and Final winner response is displayed in frontend
 
 The orchestrator initiates a multi-turn 'debate' or 'review' phase.
 
 - *Round 1 (Initial Review): Each model's proposal is shared (anonymously or attributed) with other relevant models.*
-
 - *Round 2 (Rebuttal & Refinement): Models respond to critiques, refine their initial proposals, or adjust their positions.*
 
 Image Description: A visual representation of AI models exchanging arguments, possibly with arrows indicating flow of information and feedback loops.
@@ -107,10 +133,13 @@ Result Presentation (Gradio UI):
 
     - *Gradio renders this information to the user in a clear, structured, and interactive format.*
 
+- *A Gradio output screen showing a structured summary of the AI council's deliberation and the final consensus.*
+
 
-Image Description: A Gradio output screen showing a structured summary of the AI council's deliberation and the final consensus.
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/bZy7nuBKvn-PWkt6TMiGz.png)
 
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/67b994567a8d64d6f1d2bdf0/4svi9AzsLov8KuQE0Q0w3.png)
 
 ## 🛠️ Technologies Used
 Frontend: Gradio (for interactive web interface)
@@ -161,9 +190,5 @@ python app.py
 ## 🤝 Contributing
 
 Aditya Katkar\
-Github\
-LinkedIn
-
-
-## 📄 License
-(Information about the project's license will be placed here.)
+[Github](https://github.com/Addyk-24)\
+[LinkedIn](https://www.linkedin.com/in/aditya-katkar-673930340)