Commit : Updated header and agent html and routes.py |

App/routes.py

@@ -594,6 +594,77 @@ def rag_search():
                            history=session.get('chat_history', []))
 # ====== EXISTING DISCOVERY ROUTE (PRESERVED) ======
 
+
+# Helper to fetch OpenAlex data
+def get_experts_by_topic(topic_query):
+    """
+    Finds the 'Mixture of Experts' by searching authors whose works
+    match the topic and ranking them by impact.
+    """
+    # We query authors directly.
+    # The 'filter' parameter allows us to search for authors who have
+    # published in specific concepts/topics related to your query.
+    api_url = "https://api.openalex.org/authors"
+
+    params = {
+        # filter=display_name.search matches authors who publish in this topic
+        "filter": f"display_name.search:{topic_query}",
+        "sort": "cited_by_count:desc",
+        "per-page": 10,
+        "mailto": "your-email@example.com"  # Use your real email to access the polite pool
+    }
+
+    try:
+        print(f"DEBUG: Discovery Agent initiating search for: {topic_query}")
+        response = requests.get(api_url, params=params, timeout=15)
+        response.raise_for_status()
+        data = response.json()
+
+        results = data.get('results', [])
+        print(f"DEBUG: Successfully retrieved {len(results)} experts from OpenAlex")
+
+        experts = []
+        for r in results:
+            # Safely navigate the institutions list
+            institutions = r.get('last_known_institutions', [])
+            inst_name = institutions[0].get('display_name', 'Global Researcher') if institutions else 'Independent'
+
+            # Get stats safely
+            stats = r.get('summary_stats', {})
+
+            experts.append({
+                "name": r.get('display_name'),
+                "institution": inst_name,
+                "citations": r.get('cited_by_count', 0),
+                "works_count": r.get('works_count', 0),
+                "h_index": stats.get('h_index', 'N/A'),
+                "i10_index": stats.get('i10_index', 'N/A'),
+                "id": r.get('id').split('/')[-1],  # Extracts 'A5012345' from the URL
+                "score": round((r.get('cited_by_count', 0) / 1000) + (stats.get('h_index', 0)), 1)
+                # Custom expertise score
+            })
+
+        # Sort by citations just in case OpenAlex sorting didn't catch a specific edge case
+        return sorted(experts, key=lambda x: x['citations'], reverse=True)
+
+    except Exception as e:
+        print(f"CRITICAL ERROR in OpenAlex API call: {e}")
+        return []
+
+
+@main_bp.route('/agent', methods=['GET', 'POST'])
+def discovery_agent():
+    experts = []
+    query = ""
+
+    if request.method == 'POST':
+        # Retrieve the topic from the frontend form
+        query = request.form.get('topic_query', '').strip()
+        if query:
+            experts = get_experts_by_topic(query)
+
+    return render_template('agent.html', experts=experts, query=query)
+
 @main_bp.route('/discovery')
 def expert_discovery():
     """

Templates/agent.html

@@ -0,0 +1,82 @@
+{% extends "base.html" %}
+
+{% block content %}
+<div class="min-h-screen bg-gray-50">
+    <div class="bg-white border-b border-gray-200 py-10">
+        <div class="max-w-5xl mx-auto px-8">
+            <div class="flex items-center gap-4 mb-2">
+                <div class="w-10 h-10 rounded-xl bg-blue-600 text-white flex items-center justify-center shadow-lg shadow-blue-100">
+                    <i class="fas fa-robot"></i>
+                </div>
+                <div>
+                    <h1 class="text-4xl font-black text-slate-900">Discovery Agent</h1>
+                    <p class="text-slate-500">Autonomous Mixture of Experts Pattern Exploration</p>
+                </div>
+            </div>
+
+            <form action="/agent" method="POST" class="mt-8 relative">
+                <input type="text" name="topic_query" value="{{ query }}" required
+                       placeholder="Specify research pattern (e.g., T cell exhaustion, CRISPR-Cas9)..."
+                       class="w-full bg-white border-2 border-slate-200 rounded-2xl px-6 py-4 text-lg shadow-sm focus:border-blue-500 transition-all outline-none pr-32">
+                <button type="submit" class="absolute right-2 top-2 bottom-2 bg-blue-600 text-white px-8 rounded-xl font-bold hover:bg-blue-700 transition">
+                    Explore
+                </button>
+            </form>
+        </div>
+    </div>
+
+    <div class="max-w-5xl mx-auto px-8 py-10">
+        {% if experts %}
+        <div class="bg-white rounded-3xl shadow-xl border border-slate-100 overflow-hidden">
+            <div class="px-8 py-4 bg-slate-50 border-b border-slate-100 flex justify-between items-center">
+                <span class="text-[10px] font-black uppercase text-slate-400 tracking-widest">OpenAlex Intelligence Corpus</span>
+                <span class="text-[10px] font-bold text-blue-600 bg-blue-50 px-2 py-1 rounded">Ranked by Citation Impact</span>
+            </div>
+            <table class="w-full text-left">
+                <thead class="bg-slate-50/50 text-slate-400 text-[10px] uppercase tracking-widest">
+                    <tr>
+                        <th class="px-8 py-5">Expert Profile</th>
+                        <th class="px-8 py-5">Institutional Affiliation</th>
+                        <th class="px-8 py-5 text-center">H-Index</th>
+                        <th class="px-8 py-5 text-center">Citations</th>
+                        <th class="px-8 py-5 text-right">Profile</th>
+                    </tr>
+                </thead>
+                <tbody class="divide-y divide-slate-100">
+                    {% for expert in experts %}
+                    <tr class="hover:bg-blue-50/30 transition-colors group">
+                        <td class="px-8 py-6">
+                            <div class="font-bold text-slate-900 group-hover:text-blue-600 transition-colors">{{ expert.name }}</div>
+                            <div class="text-[10px] text-slate-400 font-mono italic">Expert Score: {{ expert.score }}</div>
+                        </td>
+                        <td class="px-8 py-6 text-sm text-slate-600">
+                            {{ expert.institution }}
+                        </td>
+                        <td class="px-8 py-6 text-center">
+                            <span class="px-2 py-1 bg-slate-100 rounded-md text-xs font-bold text-slate-700">{{ expert.h_index }}</span>
+                        </td>
+                        <td class="px-8 py-6 text-center font-black text-blue-600">
+                            {{ "{:,}".format(expert.citations) }}
+                        </td>
+                        <td class="px-8 py-6 text-right">
+                            <a href="https://openalex.org/{{ expert.id }}" target="_blank" class="text-slate-300 hover:text-blue-600 transition">
+                                <i class="fas fa-external-link-alt"></i>
+                            </a>
+                        </td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% elif query %}
+        <div class="text-center py-20 bg-white rounded-3xl border-2 border-dashed border-slate-200">
+            <div class="w-16 h-16 bg-slate-50 rounded-full flex items-center justify-center mx-auto mb-4">
+                <i class="fas fa-microscope text-slate-300 text-2xl"></i>
+            </div>
+            <h3 class="text-xl font-bold text-slate-900">Pattern Isolation Failed</h3>
+            <p class="text-slate-500">The Discovery Agent couldn't locate experts for "{{ query }}".</p>
+        </div>
+        {% endif %}
+    </div>
+</div>
+{% endblock %}

Templates/header.html

@@ -69,6 +69,17 @@
                                     <p class="text-xs text-gray-500 italic">Pattern exploration</p>
                                 </div>
                             </a>
+
+                            <a href="/agent" class="group flex items-center px-4 py-3 text-sm text-gray-700 hover:bg-blue-50 transition-colors border border-transparent hover:border-blue-100 rounded-xl">
+                                <div class="w-8 h-8 rounded-lg bg-blue-100 text-blue-600 flex items-center justify-center mr-3 group-hover:scale-110 group-hover:bg-blue-600 group-hover:text-white transition-all duration-200">
+                                    <i class="fas fa-robot"></i>
+                                </div>
+                                <div>
+                                    <p class="font-semibold text-gray-900 leading-none">Discovery Agent</p>
+                                    <p class="text-[11px] text-gray-500 italic mt-1">Autonomous pattern exploration</p>
+                                </div>
+                            </a>
+
                         </div>
 
                         <div class="py-2">