Jun 30 - Add chat to AI analysis result (content from raw data)

routes/ai_summary.py

@@ -100,7 +100,8 @@ def analyze():
     ])
     analysis_id = save_ai_analysis(
         user["id"], ", ".join(file_names), model,
-        result.get("verdict"), criteria_snap, result.get("summary", "")
+        result.get("verdict"), criteria_snap, result.get("summary", ""),
+        document_text=combined,
     )
     log_action(user["id"], "AI_ANALYSIS", "ai_analysis_log", analysis_id,
                f"AI analysis on {len(file_names)} file(s). Verdict: {result.get('verdict')}.")
@@ -472,15 +473,24 @@ def chat():
     if not api_key:
         return jsonify({"error": "Groq API key is not configured."}), 400
 
-    model   = get_setting("groq.model", GROQ_MODELS[0])
-    summary = (record.get("summary_text") or "")[:8000]
+    model = get_setting("groq.model", GROQ_MODELS[0])
+
+    # Prefer raw document text so the AI can answer questions from source material.
+    # Fall back to the stored summary for analyses run before this feature was added.
+    raw_text = (record.get("document_text") or "").strip()
+    if raw_text:
+        context_label = "ORIGINAL DOCUMENT CONTENT"
+        context_body  = raw_text[:12000]
+    else:
+        context_label = "ANALYZED DOCUMENT SUMMARY"
+        context_body  = (record.get("summary_text") or "")[:8000]
 
     system_msg = (
         "You are a government procurement analyst assistant. "
-        "The user has questions about a solicitation document that has already been analyzed. "
-        "Answer questions based solely on the analysis summary below. "
-        "If the information is not in the summary, say so clearly. Be concise and direct.\n\n"
-        "## ANALYZED DOCUMENT SUMMARY\n\n" + summary
+        "The user has questions about a solicitation document. "
+        "Answer based solely on the document content provided below. "
+        "If the information is not present, say so clearly. Be concise and direct.\n\n"
+        f"## {context_label}\n\n" + context_body
     )
 
     # Sanitize and cap conversation history at 20 turns