AI tweaks and make column name matching case insensitive

inventory-server/src/routes/ai-validation.js

@@ -33,15 +33,19 @@ Respond in the following JSON format:
 router.post('/validate', async (req, res) => {
   try {
     const { products } = req.body;
+    console.log('🔍 Received products for validation:', JSON.stringify(products, null, 2));
 
     if (!Array.isArray(products)) {
+      console.error('❌ Invalid input: products is not an array');
       return res.status(400).json({ error: 'Products must be an array' });
     }
 
     const prompt = createValidationPrompt(products);
+    console.log('📝 Generated prompt:', prompt);
 
+    console.log('🤖 Sending request to OpenAI...');
     const completion = await openai.chat.completions.create({
-      model: "gpt-4-turbo-preview",
+      model: "gpt-4o-mini",
       messages: [
         {
           role: "system",
@@ -52,19 +56,50 @@ router.post('/validate', async (req, res) => {
           content: prompt
         }
       ],
-      temperature: 0.3, // Lower temperature for more consistent results
+      temperature: 0.3,
       max_tokens: 4000,
       response_format: { type: "json_object" }
     });
 
-    const aiResponse = JSON.parse(completion.choices[0].message.content);
+    console.log('✅ Received response from OpenAI');
+    const rawResponse = completion.choices[0].message.content;
+    console.log('📄 Raw AI response:', rawResponse);
+
+    const aiResponse = JSON.parse(rawResponse);
+    console.log('🔄 Parsed AI response:', JSON.stringify(aiResponse, null, 2));
+
+    // Compare original and corrected data
+    if (aiResponse.correctedData) {
+      console.log('📊 Changes summary:');
+      products.forEach((original, index) => {
+        const corrected = aiResponse.correctedData[index];
+        if (corrected) {
+          const changes = Object.keys(corrected).filter(key => 
+            JSON.stringify(original[key]) !== JSON.stringify(corrected[key])
+          );
+          if (changes.length > 0) {
+            console.log(`\nProduct ${index + 1} changes:`);
+            changes.forEach(key => {
+              console.log(`  ${key}:`);
+              console.log(`    - Original: ${JSON.stringify(original[key])}`);
+              console.log(`    - Corrected: ${JSON.stringify(corrected[key])}`);
+            });
+          }
+        }
+      });
+    }
 
     res.json({
       success: true,
       ...aiResponse
     });
   } catch (error) {
-    console.error('AI Validation Error:', error);
+    console.error('❌ AI Validation Error:', error);
+    console.error('Error details:', {
+      name: error.name,
+      message: error.message,
+      stack: error.stack
+    });
     res.status(500).json({
       success: false,
       error: error.message || 'Error during AI validation'

inventory/src/lib/react-spreadsheet-import/src/steps/MatchColumnsStep/utils/findMatch.ts

@@ -11,11 +11,12 @@ export const findMatch = <T extends string>(
   fields: Fields<T>,
   autoMapDistance: number,
 ): T | undefined => {
+  const headerLower = header.toLowerCase()
   const smallestValue = fields.reduce<AutoMatchAccumulator<T>>((acc, field) => {
     const distance = Math.min(
       ...[
-        lavenstein(field.key, header),
+        lavenstein(field.key.toLowerCase(), headerLower),
-        ...(field.alternateMatches?.map((alternate) => lavenstein(alternate, header)) || []),
+        ...(field.alternateMatches?.map((alternate) => lavenstein(alternate.toLowerCase(), headerLower)) || []),
       ],
     )
     return distance < acc.distance || acc.distance === undefined

inventory/src/lib/react-spreadsheet-import/src/steps/ValidationStep/ValidationStep.tsx

@@ -57,6 +57,14 @@ import {
   TooltipTrigger,
 } from "@/components/ui/tooltip"
 import config from "@/config"
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogHeader,
+  DialogTitle,
+} from "@/components/ui/dialog"
+import { ScrollArea } from "@/components/ui/scroll-area"
 
 type Props<T extends string> = {
   initialData: (Data<T> & Meta)[]
@@ -706,6 +714,15 @@ export const ValidationStep = <T extends string>({ initialData, file, onBack }:
   const [isSubmitting, setSubmitting] = useState(false)
   const [copyDownField, setCopyDownField] = useState<{key: T, label: string} | null>(null)
   const [isAiValidating, setIsAiValidating] = useState(false)
+  const [aiValidationDetails, setAiValidationDetails] = useState<{
+    changes: string[];
+    warnings: string[];
+    isOpen: boolean;
+  }>({
+    changes: [],
+    warnings: [],
+    isOpen: false,
+  });
 
   // Memoize filtered data to prevent recalculation on every render
   const filteredData = useMemo(() => {
@@ -949,76 +966,78 @@ export const ValidationStep = <T extends string>({ initialData, file, onBack }:
   // Add AI validation function
   const handleAiValidation = async () => {
     try {
-      setIsAiValidating(true)
+      setIsAiValidating(true);
+      console.log('Sending data for AI validation:', data);
+
       const response = await fetch(`${config.apiUrl}/ai-validation/validate`, {
         method: 'POST',
         headers: {
           'Content-Type': 'application/json',
         },
         body: JSON.stringify({ products: data }),
-      })
+      });
 
       if (!response.ok) {
-        throw new Error('AI validation failed')
+        throw new Error('AI validation failed');
       }
 
-      const result = await response.json()
+      const result = await response.json();
+      console.log('AI validation response:', result);
       
       if (!result.success) {
-        throw new Error(result.error || 'AI validation failed')
+        throw new Error(result.error || 'AI validation failed');
       }
 
       // Update the data with AI suggestions
       if (result.correctedData && Array.isArray(result.correctedData)) {
+        // Log the differences
+        data.forEach((original, index) => {
+          const corrected = result.correctedData[index];
+          if (corrected) {
+            const changes = Object.keys(corrected).filter(key => {
+              const originalValue = original[key as keyof typeof original];
+              const correctedValue = corrected[key as keyof typeof corrected];
+              return JSON.stringify(originalValue) !== JSON.stringify(correctedValue);
+            });
+            if (changes.length > 0) {
+              console.log(`Changes for row ${index + 1}:`, changes.map(key => ({
+                field: key,
+                original: original[key as keyof typeof original],
+                corrected: corrected[key as keyof typeof corrected]
+              })));
+            }
+          }
+        });
+
         // Preserve the __index and __errors from the original data
         const newData = result.correctedData.map((item: any, idx: number) => ({
           ...item,
           __index: data[idx]?.__index,
           __errors: data[idx]?.__errors,
-        }))
+        }));
         
         // Update the data and run validations
-        await updateData(newData)
+        await updateData(newData);
       }
 
-      // Show changes and warnings
+      // Show changes and warnings in dialog
-      if (result.changes?.length) {
+      setAiValidationDetails({
-        toast({
+        changes: result.changes || [],
-          title: "AI Validation Changes",
+        warnings: result.warnings || [],
-          description: (
+        isOpen: true,
-            <div className="mt-2 space-y-2">
+      });
-              {result.changes.map((change: string, i: number) => (
-                <div key={i} className="text-sm">• {change}</div>
-              ))}
-            </div>
-          ),
-        })
-      }
 
-      if (result.warnings?.length) {
-        toast({
-          title: "AI Validation Warnings",
-          description: (
-            <div className="mt-2 space-y-2">
-              {result.warnings.map((warning: string, i: number) => (
-                <div key={i} className="text-sm">• {warning}</div>
-              ))}
-            </div>
-          ),
-          variant: "destructive",
-        })
-      }
     } catch (error) {
-      console.error('AI Validation Error:', error)
+      console.error('AI Validation Error:', error);
       toast({
         title: "AI Validation Error",
         description: error instanceof Error ? error.message : "An error occurred during AI validation",
         variant: "destructive",
-      })
+      });
     } finally {
-      setIsAiValidating(false)
+      setIsAiValidating(false);
     }
-  }
+  };
 
   return (
     <div className="flex h-[calc(100vh-9.5rem)] flex-col">
@@ -1055,6 +1074,47 @@ export const ValidationStep = <T extends string>({ initialData, file, onBack }:
           </AlertDialogContent>
         </AlertDialogPortal>
       </AlertDialog>
+      <Dialog 
+        open={aiValidationDetails.isOpen} 
+        onOpenChange={(open) => setAiValidationDetails(prev => ({ ...prev, isOpen: open }))}
+      >
+        <DialogContent className="max-w-2xl">
+          <DialogHeader>
+            <DialogTitle>AI Validation Results</DialogTitle>
+            <DialogDescription>
+              Review the changes and warnings suggested by the AI
+            </DialogDescription>
+          </DialogHeader>
+          <ScrollArea className="max-h-[60vh]">
+            {aiValidationDetails.changes.length > 0 && (
+              <div className="mb-4">
+                <h3 className="font-semibold mb-2">Changes Made:</h3>
+                <ul className="space-y-2">
+                  {aiValidationDetails.changes.map((change, i) => (
+                    <li key={i} className="flex gap-2">
+                      <span className="text-green-500">✓</span>
+                      <span>{change}</span>
+                    </li>
+                  ))}
+                </ul>
+              </div>
+            )}
+            {aiValidationDetails.warnings.length > 0 && (
+              <div>
+                <h3 className="font-semibold mb-2">Warnings:</h3>
+                <ul className="space-y-2">
+                  {aiValidationDetails.warnings.map((warning, i) => (
+                    <li key={i} className="flex gap-2">
+                      <span className="text-yellow-500">⚠</span>
+                      <span>{warning}</span>
+                    </li>
+                  ))}
+                </ul>
+              </div>
+            )}
+          </ScrollArea>
+        </DialogContent>
+      </Dialog>
       <div className="flex-1 overflow-hidden">
         <div className="h-full flex flex-col">
           <div className="px-8 pt-6">

inventory/src/pages/Import.tsx

@@ -27,7 +27,7 @@ const BASE_IMPORT_FIELDS = [
     label: "UPC",
     key: "upc",
     description: "Universal Product Code/Barcode",
-    alternateMatches: ["barcode", "bar code", "JAN", "EAN"],
+    alternateMatches: ["upc","UPC","barcode", "bar code", "JAN", "EAN"],
     fieldType: { type: "input" },
     width: 140,
     validations: [
@@ -94,7 +94,7 @@ const BASE_IMPORT_FIELDS = [
     label: "MSRP",
     key: "msrp",
     description: "Manufacturer's Suggested Retail Price",
-    alternateMatches: ["retail", "retail price", "sugg retail", "price", "sugg. Retail"],
+    alternateMatches: ["retail", "retail price", "sugg retail", "price", "sugg. Retail","msrp","MSRP"],
     fieldType: { 
       type: "input",
       price: true 
@@ -136,7 +136,7 @@ const BASE_IMPORT_FIELDS = [
     label: "Case Pack",
     key: "case_qty",
     description: "Number of units per case",
-    alternateMatches: ["mc qty"],
+    alternateMatches: ["mc qty","MC Qty","case qty","Case Qty"],
     fieldType: { type: "input" },
     width: 50,
     validations: [