Create app.py

app.py

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+import gradio as gr
+import json
+from collections import defaultdict
+
+# -----------------------------
+# Goal Setting Agent Algorithm
+# -----------------------------
+def goal_setting_agent(goals_text, priorities_text, dependencies_text, total_time):
+
+    # Parse inputs
+    G = [g.strip() for g in goals_text.split(",")]
+    P = list(map(int, priorities_text.split(",")))
+
+    # Dependencies format: g1:g2 means g1 depends on g2
+    DG = defaultdict(list)
+    if dependencies_text.strip():
+        deps = dependencies_text.split(",")
+        for d in deps:
+            g1, g2 = d.split(":")
+            DG[g1.strip()].append(g2.strip())
+
+    # Step 1: Sort goals by priority
+    goals_sorted = [g for _, g in sorted(zip(P, G), reverse=True)]
+
+    # Step 2: Ensure dependencies satisfied (simple check)
+    ordered_goals = []
+    visited = set()
+
+    def visit(g):
+        if g in visited:
+            return
+        for dep in DG[g]:
+            visit(dep)
+        visited.add(g)
+        ordered_goals.append(g)
+
+    for g in goals_sorted:
+        visit(g)
+
+    # Step 3: Decompose into milestones
+    action_plan = {}
+    for g in ordered_goals:
+        action_plan[g] = [
+            f"{g} - Milestone 1",
+            f"{g} - Milestone 2",
+            f"{g} - Milestone 3"
+        ]
+
+    # Step 4: Assign duration
+    time_per_goal = int(total_time) // len(ordered_goals)
+    schedule = {}
+
+    current_time = 0
+    for g in ordered_goals:
+        schedule[g] = {
+            "start": current_time,
+            "end": current_time + time_per_goal,
+            "duration": time_per_goal
+        }
+        current_time += time_per_goal
+
+    # Step 5: Adjust constraints (basic)
+    # (can be extended for real-world constraints)
+   
+    return (
+        json.dumps(schedule, indent=2),
+        json.dumps(DG, indent=2),
+        json.dumps(action_plan, indent=2)
+    )
+
+
+# -----------------------------
+# Gradio UI
+# -----------------------------
+interface = gr.Interface(
+    fn=goal_setting_agent,
+    inputs=[
+        gr.Textbox(label="Goals (comma-separated)", placeholder="g1, g2, g3"),
+        gr.Textbox(label="Priorities (comma-separated, higher = important)", placeholder="3, 2, 1"),
+        gr.Textbox(label="Dependencies (g1:g2 format, comma-separated)", placeholder="g2:g1"),
+        gr.Number(label="Total Time Available")
+    ],
+    outputs=[
+        gr.Code(label="Schedule (S)", language="json"),
+        gr.Code(label="Dependency Graph (DG)", language="json"),
+        gr.Code(label="Action Plan", language="json")
+    ],
+    title="Goal Setting Agent (Algorithm 4.2)",
+    description="Generates schedule, dependency graph, and action plan based on input goals."
+)
+
+if __name__ == "__main__":
+    interface.launch()