From c06257bef94bdf6f799ef286680f70bbe0d56fab Mon Sep 17 00:00:00 2001
From: Ionel Andrei Cataon <ionelandreicataon@proton.com>
Date: Wed, 18 Feb 2026 17:51:35 +0200
Subject: [PATCH] s

---
 .../src/main/webapp/index.html                | 26 ++++++++-----------
 1 file changed, 11 insertions(+), 15 deletions(-)

diff --git a/proiect-nutritie-java/src/main/webapp/index.html b/proiect-nutritie-java/src/main/webapp/index.html
index b0b4de6..3aa5000 100644
--- a/proiect-nutritie-java/src/main/webapp/index.html
+++ b/proiect-nutritie-java/src/main/webapp/index.html
@@ -101,8 +101,8 @@
         </div>
         <div id="chat" class="chat-container">
             <div class="msg ai shadow">
-                <h5 class="fw-bold text-primary">System Online.</h5>
-                Staple-scaling protocol active. All meal plans are calculated for exact mathematical compliance.
+                <h5 class="fw-bold text-primary">Precision Audit Active.</h5>
+                Calorie hallucination protection is engaged. Using strict USDA-aligned reference values.
             </div>
         </div>
         <div class="input-area">
@@ -172,24 +172,20 @@
         const text = custom === 'GENERATE_SHOPPING_LIST' ? "GENERATE_SHOPPING_LIST" : (custom || input.value);
         if(!text) return;
         if(!custom) { box.innerHTML += `<div class="msg user shadow-sm">${text}</div>`; input.value=""; }
-        const id = 'ai-'+Date.now(); box.innerHTML += `<div id="${id}" class="msg ai shadow">Calculating exact portions...</div>`;
+        const id = 'ai-'+Date.now(); box.innerHTML += `<div id="${id}" class="msg ai shadow">Auditing ingredient density...</div>`;
         box.scrollTop = box.scrollHeight;
 
         const sysPrompt = {role:"system", content: `Expert Dietitian. TARGET: ${targetKcal} kcal. 
 
-        STRICT CALORIE ARCHITECTURE:
-        1. NO RECOMMENDATIONS AT THE END. You must NEVER finish with "to meet your goal, add X." All calories must be ALREADY in the table.
-        2. MANDATORY STAPLE SCALING: If the sum is below ${targetKcal}, increase the RAW weight of Rice, Oats, Bread, or Meat (e.g., 100g -> 350g) within the tables until the total is EXACT.
-        3. MATHEMATICAL LOCK: Ingredient calories must sum to 'Meal Total', and all 'Meal Totals' must sum to EXACTLY ${targetKcal}. No exceptions.
-        4. No hallucinations. I am checking the math for every row.
+        CRITICAL MATH RULES:
+        1. NO HALLUCINATION: You are forbidden from claiming (450g Oats = 600kcal).
+        2. USDA LOOKUP: You must use real values (e.g., Raw Oats ~380kcal/100g, Chicken Breast ~165kcal/100g).
+        3. REAL WEIGHTS: If the user needs ${targetKcal} kcal, adjust the GRAMS to match reality. Do not adjust the CALORIES to match a fake gram weight.
+        4. ABSOLUTE TOTALS: Sum every row. If Daily Total != ${targetKcal}, you must re-calculate portions before answering.
 
         FORMAT:
-        ### [Day]
-        #### [Meal Name]
-        | Ingredient | Weight (RAW) | Calories | P(g) | C(g) | F(g) |
-        Meal Total: [Kcal] | [P] | [C] | [F]
-        
-        **Daily Total: [Sum] kcal** (Must be ${targetKcal})`};
+        | Ingredient | Weight (RAW) | Calories | P | C | F |
+        Daily Total: [Exact Sum] kcal (Must equal ${targetKcal})`};
         
         conversationHistory.push({role: "user", content: text});
         try {
@@ -198,7 +194,7 @@
                 body: JSON.stringify({ 
                     model:"llama-3.3-70b-versatile", 
                     messages:[sysPrompt, ...conversationHistory],
-                    temperature: 0.0 // Forced precision
+                    temperature: 0.0 
                 })
             });
             const d = await res.json();