story/HOP-56

.app_env_example

@@ -3,6 +3,8 @@
 # Replace with real server URL for production
 export LLM_HOST=http://mock:3000/
 
+# This is only a fall back for when no active workflow is set in Sim Workflows through the admin
+# Once you have set an active workflow, this will not be used
 export LLM_TOKEN=your-token
 export LLM_MAX_TOKENS=4096
 

hospexplorer/ask/static/css/ask.css

@@ -306,6 +306,82 @@
     text-decoration: underline;
 }
 
+/* Search results */
+.search-results-header {
+    font-size: 0.85rem;
+    font-weight: 600;
+    color: #495057;
+    text-transform: uppercase;
+    letter-spacing: 0.03em;
+    margin-bottom: 0.75rem;
+    padding-bottom: 0.5rem;
+    border-bottom: 2px solid #8c1d40;
+}
+
+.search-result {
+    padding: 0.85rem;
+    margin-bottom: 0.6rem;
+    background: #f8f9fa;
+    border-radius: 0.5rem;
+    border-left: 3px solid #8c1d40;
+}
+
+.search-result:last-child {
+    margin-bottom: 0;
+}
+
+.search-result-number {
+    font-size: 0.75rem;
+    font-weight: 700;
+    color: #8c1d40;
+    text-transform: uppercase;
+    letter-spacing: 0.03em;
+    margin-bottom: 0.2rem;
+}
+
+.search-result-title {
+    font-size: 1rem;
+    font-weight: 600;
+    color: #8c1d40;
+    text-decoration: none;
+    display: block;
+    line-height: 1.35;
+}
+
+a.search-result-title:hover {
+    text-decoration: underline;
+    color: #6b1530;
+}
+
+span.search-result-title {
+    color: #333;
+}
+
+.search-result-summary {
+    margin: 0.4rem 0 0.3rem;
+    font-size: 0.88rem;
+    color: #444;
+    line-height: 1.5;
+}
+
+.search-result-relevance {
+    margin: 0;
+    font-size: 0.8rem;
+    color: #777;
+    font-style: italic;
+}
+
+.search-result-relevance strong {
+    font-style: normal;
+    color: #555;
+}
+
+.search-no-results {
+    color: #666;
+    font-style: italic;
+    padding: 1rem 0;
+}
+
 /* Scroll to bottom button */
 
 .scroll-down-btn {

hospexplorer/ask/tasks.py

@@ -26,6 +26,8 @@ def run_llm_task(task_id, record_id, conversation_id):
         if not llm_response.get("success") or "output" not in llm_response:
             raise ValueError("LLM response is missing structure")
 
+        # content is a JSON string with search_results from the LLM
+        # sent to frontend as is, parsed on the frontend by window.renderChatMessage() in index.html
         content = llm_response["output"].get("content", "")
 
         task.result = content

hospexplorer/ask/templates/index.html

@@ -22,6 +22,10 @@
             showScrollBtn: false,
             glossaryOpen: false,
 
+            renderMessage(msg) {
+                return window.renderChatMessage(msg);
+            },
+
             get userQuestions() {
                 return this.messages
                     .map((msg, index) => ({ ...msg, index }))
@@ -174,7 +178,7 @@ <h4>How can I help you today?</h4>
                     <div class="chat-avatar" x-text="msg.role === 'user' ? 'You' : 'AI'"></div>
                     <div class="chat-bubble"
                          :class="'chat-bubble-' + msg.role"
-                         x-html="msg.role === 'assistant' ? marked.parse(msg.content) : msg.content">
+                         x-html="renderMessage(msg)">
                     </div>
                 </div>
             </template>
@@ -249,4 +253,50 @@ <h6 class="mb-0">Question History</h6>
             </div>
         </div>
     </div>
+<script>
+// tries to parse content as JSON with search_results and renders document cards
+// Falls back to markdown rendering (via marked.parse) for older conversations or non JSON responses
+window.renderChatMessage = function(msg) {
+    function escapeHtml(text) {
+        var div = document.createElement('div');
+        div.textContent = text;
+        return div.innerHTML;
+    }
+
+    if (msg.role === 'user') return escapeHtml(msg.content);
+
+    try {
+        var parsed = JSON.parse(msg.content.trim());
+        if (parsed && Array.isArray(parsed.search_results)) {
+            var results = parsed.search_results;
+            if (results.length === 0) {
+                return '<p class="search-no-results">No documents were found.</p>';
+            }
+            var count = results.length;
+            var header = '<div class="search-results-header">' + count + ' document' + (count !== 1 ? 's' : '') + ' found</div>';
+            var cards = results.map(function(r, i) {
+                var title = escapeHtml(r.title || 'Untitled');
+                var summary = escapeHtml(r.summary || '');
+                var relevance = escapeHtml(r.relevance || '');
+                var titleHtml = r.url
+                    ? '<a href="' + escapeHtml(r.url) + '" target="_blank" rel="noopener" class="search-result-title">' + title + '</a>'
+                    : '<span class="search-result-title">' + title + '</span>';
+                var html = '<div class="search-result">';
+                html += '<div class="search-result-number">Result ' + (i + 1) + '</div>';
+                html += titleHtml;
+                html += '<p class="search-result-summary">' + summary + '</p>';
+                if (relevance) {
+                    html += '<p class="search-result-relevance"><strong>Relevance:</strong> ' + relevance + '</p>';
+                }
+                html += '</div>';
+                return html;
+            }).join('');
+            return header + cards;
+        }
+    } catch (e) {
+        // If no JSON, fall back to markdown rendering
+    }
+    return marked.parse(msg.content);
+};
+</script>
 {% endblock %}