updated

app.py

@@ -10,4 +10,4 @@ os.environ.setdefault("HF_TOKEN", os.environ.get("HF_TOKEN"))
 os.environ.setdefault("DATASET_ID", "HackathonCRA/2024")
 
 demo = create_mcp_interface()
-demo.launch(mcp_server=True)
+demo.launch(share=True)

mcp_server.py

@@ -93,7 +93,7 @@ analyzer = WeedPressureAnalyzer()
 # These functions provide structured data access for LLMs and can be exposed as MCP resources
 # To activate: uncomment the @gr.mcp.resource decorators below
 
-@gr.mcp.resource("agricultural://plots")
+# @gr.mcp.resource("agricultural://plots")
 def get_available_plots_resource() -> str:
     """Get list of all available agricultural plots from the dataset"""
     try:
@@ -102,7 +102,7 @@ def get_available_plots_resource() -> str:
     except Exception as e:
         return f"Error loading plots: {str(e)}"
 
-@gr.mcp.resource("agricultural://crops")
+# @gr.mcp.resource("agricultural://crops")
 def get_available_crops_resource() -> str:
     """Get list of all crop types in the dataset"""
     try:
@@ -111,7 +111,7 @@ def get_available_crops_resource() -> str:
     except Exception as e:
         return f"Error loading crops: {str(e)}"
 
-@gr.mcp.resource("agricultural://years")
+# @gr.mcp.resource("agricultural://years")
 def get_available_years_resource() -> str:
     """Get range of years available in the dataset"""
     try:
@@ -121,7 +121,7 @@ def get_available_years_resource() -> str:
     except Exception as e:
         return f"Error loading years: {str(e)}"
 
-@gr.mcp.resource("agricultural://dataset-info")
+# @gr.mcp.resource("agricultural://dataset-info")
 def get_dataset_info() -> str:
     """Get comprehensive information about the agricultural dataset"""
     try:
@@ -144,7 +144,7 @@ Agricultural Dataset Information:
     except Exception as e:
         return f"Error loading dataset info: {str(e)}"
 
-@gr.mcp.resource("agricultural://plot/{plot_name}")
+# @gr.mcp.resource("agricultural://plot/{plot_name}")
 def get_plot_info(plot_name: str) -> str:
     """Get detailed information about a specific agricultural plot"""
     try:
@@ -171,7 +171,7 @@ Plot Information: {plot_name}
     except Exception as e:
         return f"Error loading plot info: {str(e)}"
 
-@gr.mcp.resource("agricultural://crop/{crop_type}")
+# @gr.mcp.resource("agricultural://crop/{crop_type}")
 def get_crop_info(crop_type: str) -> str:
     """Get information about a specific crop type and its cultivation patterns"""
     try:
@@ -199,7 +199,7 @@ Crop Information: {crop_type}
     except Exception as e:
         return f"Error loading crop info: {str(e)}"
 
-@gr.mcp.resource("agricultural://year/{year}")
+# @gr.mcp.resource("agricultural://year/{year}")
 def get_year_summary(year: int) -> str:
     """Get summary of agricultural activities for a specific year"""
     try:
@@ -228,7 +228,7 @@ Year Summary: {year}
     except Exception as e:
         return f"Error loading year summary: {str(e)}"
 
-@gr.mcp.resource("agricultural://herbicide-usage")
+# @gr.mcp.resource("agricultural://herbicide-usage")
 def get_herbicide_usage_summary() -> str:
     """Get comprehensive summary of herbicide usage patterns"""
     try:
@@ -268,7 +268,7 @@ Herbicide Usage Summary:
     except Exception as e:
         return f"Error loading herbicide usage summary: {str(e)}"
 
-@gr.mcp.resource("agricultural://predictions/2025-2027")
+# @gr.mcp.resource("agricultural://predictions/2025-2027")
 def get_predictions_summary() -> str:
     """Get summary of weed pressure predictions for 2025-2027"""
     try:
@@ -298,7 +298,7 @@ Weed Pressure Predictions 2025-2027:
     except Exception as e:
         return f"Error loading predictions summary: {str(e)}"
 
-@gr.mcp.resource("agricultural://recommendations/sensitive-crops")
+# @gr.mcp.resource("agricultural://recommendations/sensitive-crops")
 def get_recommendations_summary() -> str:
     """Get summary of plot recommendations for sensitive crops (pois, haricot)"""
     try:
@@ -331,7 +331,7 @@ Sensitive Crop Recommendations (Pois, Haricot):
     except Exception as e:
         return f"Error loading recommendations summary: {str(e)}"
 
-@gr.mcp.resource("agricultural://plot/{plot_name}/predictions")
+# @gr.mcp.resource("agricultural://plot/{plot_name}/predictions")
 def get_plot_predictions(plot_name: str) -> str:
     """Get weed pressure predictions for a specific plot"""
     try:
@@ -834,6 +834,56 @@ def create_mcp_interface():
                     inputs=[data_year_start, data_year_end, data_plot_filter, data_crop_filter, data_intervention_filter], 
                     outputs=[data_plot, data_summary]
                 )
+            
+            with gr.Tab("🔧 Resources MCP"):
+                gr.Markdown("### Resources MCP disponibles pour les LLM")
+                gr.Markdown("""
+                Ces resources fournissent un accès structuré aux données agricoles pour les LLM via le protocole MCP.
+                """)
+                
+                with gr.Row():
+                    with gr.Column():
+                        gr.Markdown("#### Resources statiques")
+                        static_btn1 = gr.Button("📋 Plots disponibles", variant="secondary")
+                        static_btn2 = gr.Button("🌾 Cultures disponibles", variant="secondary")
+                        static_btn3 = gr.Button("📅 Années disponibles", variant="secondary")
+                        static_btn4 = gr.Button("📊 Info dataset", variant="secondary")
+                        static_btn5 = gr.Button("🧪 Usage herbicides", variant="secondary")
+                        static_btn6 = gr.Button("🔮 Prédictions 2025-2027", variant="secondary")
+                        static_btn7 = gr.Button("🌱 Recommandations", variant="secondary")
+                    
+                    with gr.Column():
+                        gr.Markdown("#### Resources paramétrées")
+                        with gr.Row():
+                            plot_input = gr.Textbox(label="Nom de parcelle", placeholder="Champ ferme W du sol")
+                            plot_btn = gr.Button("🏞️ Info parcelle", variant="secondary")
+                        with gr.Row():
+                            crop_input = gr.Textbox(label="Type de culture", placeholder="blé tendre hiver")
+                            crop_btn = gr.Button("🌾 Info culture", variant="secondary")
+                        with gr.Row():
+                            year_input = gr.Number(label="Année", value=2023, precision=0)
+                            year_btn = gr.Button("📅 Résumé année", variant="secondary")
+                        with gr.Row():
+                            pred_plot_input = gr.Textbox(label="Parcelle pour prédictions", placeholder="Etang 5")
+                            pred_plot_btn = gr.Button("🔮 Prédictions parcelle", variant="secondary")
+                
+                with gr.Row():
+                    resource_output = gr.Markdown(label="Résultat de la resource")
+                
+                # Connexions des boutons
+                static_btn1.click(lambda: get_available_plots_resource(), outputs=[resource_output])
+                static_btn2.click(lambda: get_available_crops_resource(), outputs=[resource_output])
+                static_btn3.click(lambda: get_available_years_resource(), outputs=[resource_output])
+                static_btn4.click(lambda: get_dataset_info(), outputs=[resource_output])
+                static_btn5.click(lambda: get_herbicide_usage_summary(), outputs=[resource_output])
+                static_btn6.click(lambda: get_predictions_summary(), outputs=[resource_output])
+                static_btn7.click(lambda: get_recommendations_summary(), outputs=[resource_output])
+                
+                plot_btn.click(lambda plot: get_plot_info(plot), inputs=[plot_input], outputs=[resource_output])
+                crop_btn.click(lambda crop: get_crop_info(crop), inputs=[crop_input], outputs=[resource_output])
+                year_btn.click(lambda year: get_year_summary(int(year)), inputs=[year_input], outputs=[resource_output])
+                pred_plot_btn.click(lambda plot: get_plot_predictions(plot), inputs=[pred_plot_input], outputs=[resource_output])
     
     return demo
 
+