Fixing eslint issues

frontend/.eslintrc.json

@@ -28,8 +28,8 @@
     "react/prop-types": "off",
     "@typescript-eslint/explicit-function-return-type": "warn",
     "no-unused-vars": "off",
-    "@typescript-eslint/no-unused-vars": ["error", { "varsIgnorePattern": "^_", "argsIgnorePattern": "^_" }],
+    "prettier/prettier": "error",
-    "prettier/prettier": "error"
+    "@typescript-eslint/no-unused-vars": ["error", { "varsIgnorePattern": "^_", "argsIgnorePattern": "^_" }]
   },
   "settings": {
     "react": {

frontend/src/components/BackstoryQuery.tsx

@@ -1,3 +1,4 @@
+import React, { JSX } from 'react';
 import Box from '@mui/material/Box';
 import Button from '@mui/material/Button';
 
@@ -10,7 +11,7 @@ interface BackstoryQueryInterface {
   submitQuery?: ChatSubmitQueryInterface;
 }
 
-const BackstoryQuery = (props: BackstoryQueryInterface) => {
+const BackstoryQuery = (props: BackstoryQueryInterface): JSX.Element => {
   const { question, submitQuery } = props;
 
   if (submitQuery === undefined) {
@@ -25,7 +26,7 @@ const BackstoryQuery = (props: BackstoryQueryInterface) => {
         m: 1,
       }}
       size="small"
-      onClick={(e: any) => {
+      onClick={(): void => {
         submitQuery(question);
       }}
     >

frontend/src/components/BackstoryTab.tsx

@@ -1,8 +1,6 @@
-import React, { ReactElement, JSXElementConstructor } from 'react';
+import React, { ReactElement, JSX } from 'react';
 import Box from '@mui/material/Box';
 import { SxProps, Theme } from '@mui/material';
-import { ChatSubmitQueryInterface } from './BackstoryQuery';
-import { SetSnackType } from './Snack';
 
 interface BackstoryElementProps {
   // setSnack: SetSnackType,
@@ -24,12 +22,12 @@ interface BackstoryTabProps {
   tabProps?: {
     label?: string;
     sx?: SxProps;
-    icon?: string | ReactElement<unknown, string | JSXElementConstructor<any>> | undefined;
+    icon?: string | ReactElement<unknown, string> | undefined;
     iconPosition?: 'bottom' | 'top' | 'start' | 'end' | undefined;
   };
 }
 
-function BackstoryPage(props: BackstoryTabProps) {
+function BackstoryPage(props: BackstoryTabProps): JSX.Element {
   const { className, active, children } = props;
 
   return (

frontend/src/components/BackstoryTextField.tsx

@@ -72,21 +72,21 @@ const BackstoryTextField = React.forwardRef<BackstoryTextFieldRef, BackstoryText
       });
 
       // Cleanup RAF to prevent memory leaks
-      return () => cancelAnimationFrame(raf);
+      return (): void => cancelAnimationFrame(raf);
     }, [editValue, placeholder]);
 
     // Expose getValue method via ref
     useImperativeHandle(ref, () => ({
-      getValue: () => editValue,
+      getValue: (): string => editValue,
-      setValue: (value: string) => setEditValue(value),
+      setValue: (value: string): void => setEditValue(value),
-      getAndResetValue: () => {
+      getAndResetValue: (): string => {
         const _ev = editValue;
         setEditValue('');
         return _ev;
       },
     }));
 
-    const handleKeyDown = (event: KeyboardEvent<HTMLTextAreaElement>) => {
+    const handleKeyDown = (event: KeyboardEvent<HTMLTextAreaElement>): void => {
       if (!onEnter) {
         return;
       }
@@ -122,7 +122,7 @@ const BackstoryTextField = React.forwardRef<BackstoryTextFieldRef, BackstoryText
           value={editValue}
           disabled={disabled}
           placeholder={placeholder}
-          onChange={e => {
+          onChange={(e): void => {
             setEditValue(e.target.value);
             onChange && onChange(e.target.value);
           }}
@@ -152,7 +152,7 @@ const BackstoryTextField = React.forwardRef<BackstoryTextFieldRef, BackstoryText
     );
   }
 );
-
+BackstoryTextField.displayName = 'BackstoryTextField';
 export type { BackstoryTextFieldRef };
 
 export { BackstoryTextField };

frontend/src/components/Conversation.tsx

@@ -30,6 +30,7 @@ import {
   ChatMessageError,
   ChatMessageStreaming,
   ChatMessageStatus,
+  ChatMessageMetaData,
 } from 'types/types';
 import { PaginatedResponse } from 'types/conversion';
 
@@ -43,7 +44,7 @@ const defaultMessage: ChatMessage = {
   timestamp: new Date(),
   content: '',
   role: 'assistant',
-  metadata: null as any,
+  metadata: null as unknown as ChatMessageMetaData,
 };
 
 const loadingMessage: ChatMessage = {
@@ -88,14 +89,11 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
       onResponse,
       placeholder,
       preamble,
-      resetAction,
       resetLabel,
       sx,
-      type,
     } = props;
     const { apiClient } = useAuth();
     const [processing, setProcessing] = useState<boolean>(false);
-    const [countdown, setCountdown] = useState<number>(0);
     const [conversation, setConversation] = useState<ChatMessage[]>([]);
     const conversationRef = useRef<ChatMessage[]>([]);
     const [filteredConversation, setFilteredConversation] = useState<ChatMessage[]>([]);
@@ -144,7 +142,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
       if (chatSession) {
         return;
       }
-      const createChatSession = async () => {
+      const createChatSession = async (): Promise<void> => {
         try {
           const chatContext: ChatContext = { type: 'general' };
           const response: ChatSession = await apiClient.createChatSession(chatContext);
@@ -156,7 +154,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
       };
 
       createChatSession();
-    }, [chatSession, setChatSession]);
+    }, [chatSession, setChatSession, apiClient, setSnack]);
 
     const getChatMessages = useCallback(async () => {
       if (!chatSession || !chatSession.id) {
@@ -193,7 +191,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
         }, 3000);
         setSnack('Unable to obtain chat history.', 'error');
       }
-    }, [chatSession]);
+    }, [chatSession, apiClient, setSnack]);
 
     // Set the initial chat history to "loading" or the welcome message if loaded.
     useEffect(() => {
@@ -208,9 +206,9 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
       setNoInteractions(true);
 
       getChatMessages();
-    }, [chatSession]);
+    }, [chatSession, getChatMessages]);
 
-    const handleEnter = (value: string) => {
+    const handleEnter = (value: string): void => {
       const query: ChatQuery = {
         prompt: value,
       };
@@ -218,10 +216,10 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
     };
 
     useImperativeHandle(ref, () => ({
-      submitQuery: (query: ChatQuery) => {
+      submitQuery: (query: ChatQuery): void => {
         processQuery(query);
       },
-      fetchHistory: () => {
+      fetchHistory: (): void => {
         getChatMessages();
       },
     }));
@@ -256,7 +254,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
     //   }
     // };
 
-    const cancelQuery = () => {
+    const cancelQuery = (): void => {
       console.log('Stop query');
       if (controllerRef.current) {
         controllerRef.current.cancel();
@@ -264,12 +262,10 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
       controllerRef.current = null;
     };
 
-    const processQuery = (query: ChatQuery) => {
+    const processQuery = (query: ChatQuery): void => {
       if (controllerRef.current || !chatSession || !chatSession.id) {
         return;
       }
-      const sessionId: string = chatSession.id;
-
       setNoInteractions(false);
       setConversation([
         ...conversationRef.current,
@@ -396,17 +392,6 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
               aria-label="Loading Spinner"
               data-testid="loader"
             />
-            {processing === true && countdown > 0 && (
-              <Box
-                sx={{
-                  pt: 1,
-                  fontSize: '0.7rem',
-                  color: 'darkgrey',
-                }}
-              >
-                Response will be stopped in: {countdown}s
-              </Box>
-            )}
           </Box>
           <Box
             className="Query"
@@ -443,7 +428,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
               <DeleteConfirmation
                 label={resetLabel || 'all data'}
                 disabled={!chatSession || processingMessage !== undefined || noInteractions}
-                onDelete={() => {
+                onDelete={(): void => {
                   /*reset(); resetAction && resetAction(); */
                 }}
               />
@@ -453,7 +438,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
                     sx={{ m: 1, gap: 1, flexGrow: 1 }}
                     variant="contained"
                     disabled={!chatSession || processingMessage !== undefined}
-                    onClick={() => {
+                    onClick={(): void => {
                       processQuery({
                         prompt:
                           (backstoryTextRef.current &&
@@ -473,7 +458,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
                   {/* This span is used to wrap the IconButton to ensure Tooltip works even when disabled */}
                   <IconButton
                     aria-label="cancel"
-                    onClick={() => {
+                    onClick={(): void => {
                       cancelQuery();
                     }}
                     sx={{ display: 'flex', margin: 'auto 0px' }}
@@ -502,7 +487,7 @@ const Conversation = forwardRef<ConversationHandle, ConversationProps>(
     );
   }
 );
-
+Conversation.displayName = 'Conversation';
 export type { ConversationProps, ConversationHandle };
 
 export { Conversation };

frontend/src/components/CopyBubble.tsx

@@ -1,3 +1,4 @@
+import React, { JSX } from 'react';
 import { useState } from 'react';
 import ContentCopyIcon from '@mui/icons-material/ContentCopy';
 import CheckIcon from '@mui/icons-material/Check';
@@ -17,10 +18,10 @@ const CopyBubble = ({
   tooltip = 'Copy to clipboard',
   onClick,
   ...rest
-}: CopyBubbleProps) => {
+}: CopyBubbleProps): JSX.Element => {
   const [copied, setCopied] = useState(false);
 
-  const handleCopy = (e: any) => {
+  const handleCopy = (e: React.MouseEvent<HTMLButtonElement, MouseEvent>): void => {
     if (content === undefined) {
       return;
     }
@@ -38,7 +39,7 @@ const CopyBubble = ({
   return (
     <Tooltip title={tooltip} placement="top" arrow>
       <IconButton
-        onClick={e => {
+        onClick={(e): void => {
           handleCopy(e);
         }}
         sx={{

frontend/src/components/DeleteConfirmation.tsx

@@ -1,4 +1,4 @@
-import React, { useEffect, useState } from 'react';
+import React, { JSX, useState } from 'react';
 import {
   IconButton,
   Dialog,
@@ -45,11 +45,11 @@ interface DeleteConfirmationProps {
   cancelButtonText?: string;
 }
 
-function capitalizeFirstLetter(str: string) {
+function capitalizeFirstLetter(str: string): string {
   return str.charAt(0).toUpperCase() + str.slice(1);
 }
 
-const DeleteConfirmation = (props: DeleteConfirmationProps) => {
+const DeleteConfirmation = (props: DeleteConfirmationProps): JSX.Element => {
   const {
     // Legacy props
     onDelete,
@@ -79,13 +79,13 @@ const DeleteConfirmation = (props: DeleteConfirmationProps) => {
   const isControlled = controlledOpen !== undefined;
   const isOpen = isControlled ? controlledOpen : internalOpen;
 
-  const handleClickOpen = () => {
+  const handleClickOpen = (): void => {
     if (!isControlled) {
       setInternalOpen(true);
     }
   };
 
-  const handleClose = () => {
+  const handleClose = (): void => {
     if (isControlled) {
       controlledOnClose?.();
     } else {
@@ -93,7 +93,7 @@ const DeleteConfirmation = (props: DeleteConfirmationProps) => {
     }
   };
 
-  const handleConfirm = () => {
+  const handleConfirm = (): void => {
     if (isControlled) {
       onConfirm?.();
     } else {
@@ -122,7 +122,7 @@ const DeleteConfirmation = (props: DeleteConfirmationProps) => {
             {/* This span is used to wrap the IconButton to ensure Tooltip works even when disabled */}
             <IconButton
               aria-label={action}
-              onClick={e => {
+              onClick={(e): void => {
                 e.stopPropagation();
                 e.preventDefault();
                 handleClickOpen();

frontend/src/components/Document.tsx

@@ -1,4 +1,4 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, JSX } from 'react';
 import { BackstoryElementProps } from './BackstoryTab';
 import { StyledMarkdown } from './StyledMarkdown';
 
@@ -6,7 +6,7 @@ interface DocumentProps extends BackstoryElementProps {
   filepath?: string;
 }
 
-const Document = (props: DocumentProps) => {
+const Document = (props: DocumentProps): JSX.Element => {
   const { filepath } = props;
 
   const [document, setDocument] = useState<string>('');
@@ -16,7 +16,7 @@ const Document = (props: DocumentProps) => {
     if (!filepath) {
       return;
     }
-    const fetchDocument = async () => {
+    const fetchDocument = async (): Promise<void> => {
       try {
         const response = await fetch(filepath, {
           method: 'GET',
@@ -29,7 +29,7 @@ const Document = (props: DocumentProps) => {
         }
         const data = await response.text();
         setDocument(data);
-      } catch (error: any) {
+      } catch (error) {
         console.error('Error obtaining Docs content information:', error);
         setDocument(`${filepath} not found.`);
       }

frontend/src/components/DocumentManager.tsx

@@ -1,4 +1,4 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, JSX } from 'react';
 import {
   Box,
   Button,
@@ -44,7 +44,7 @@ const VisuallyHiddenInput = styled('input')({
   width: 1,
 });
 
-const DocumentManager = (props: BackstoryElementProps) => {
+const DocumentManager = (_props: BackstoryElementProps): JSX.Element => {
   const theme = useTheme();
   const { setSnack } = useAppState();
   const isMobile = useMediaQuery(theme.breakpoints.down('sm'));
@@ -63,12 +63,7 @@ const DocumentManager = (props: BackstoryElementProps) => {
 
   // Load documents on component mount
   useEffect(() => {
-    if (candidate) {
+    const loadDocuments = async (): Promise<void> => {
-      loadDocuments();
-    }
-  }, [candidate]);
-
-  const loadDocuments = async () => {
       try {
         const results = await apiClient.getCandidateDocuments();
         setDocuments(results.documents);
@@ -78,8 +73,13 @@ const DocumentManager = (props: BackstoryElementProps) => {
       }
     };
 
+    if (candidate) {
+      loadDocuments();
+    }
+  }, [candidate, apiClient, setSnack]);
+
   // Handle document upload
-  const handleDocumentUpload = async (e: React.ChangeEvent<HTMLInputElement>) => {
+  const handleDocumentUpload = async (e: React.ChangeEvent<HTMLInputElement>): Promise<void> => {
     if (e.target.files && e.target.files[0]) {
       const file = e.target.files[0];
       const fileExtension = '.' + file.name.split('.').pop()?.toLowerCase();
@@ -132,7 +132,7 @@ const DocumentManager = (props: BackstoryElementProps) => {
   };
 
   // Handle document deletion
-  const handleDeleteDocument = async (document: Types.Document) => {
+  const handleDeleteDocument = async (document: Types.Document): Promise<void> => {
     try {
       // Call API to delete document
       await apiClient.deleteCandidateDocument(document);
@@ -152,7 +152,10 @@ const DocumentManager = (props: BackstoryElementProps) => {
   };
 
   // Handle RAG flag toggle
-  const handleRAGToggle = async (document: Types.Document, includeInRag: boolean) => {
+  const handleRAGToggle = async (
+    document: Types.Document,
+    includeInRag: boolean
+  ): Promise<void> => {
     try {
       document.options = { includeInRag };
       // Call API to update RAG flag
@@ -168,7 +171,7 @@ const DocumentManager = (props: BackstoryElementProps) => {
   };
 
   // Handle document rename
-  const handleRenameDocument = async (document: Types.Document, newName: string) => {
+  const handleRenameDocument = async (document: Types.Document, newName: string): Promise<void> => {
     if (!newName.trim()) {
       setSnack('Document name cannot be empty', 'error');
       return;
@@ -192,7 +195,7 @@ const DocumentManager = (props: BackstoryElementProps) => {
   };
 
   // Handle document content viewing
-  const handleViewDocument = async (document: Types.Document) => {
+  const handleViewDocument = async (document: Types.Document): Promise<void> => {
     try {
       setSelectedDocument(document);
       setIsViewingContent(true);
@@ -207,7 +210,7 @@ const DocumentManager = (props: BackstoryElementProps) => {
   };
 
   // Start rename process
-  const startRename = (document: Types.Document, currentName: string) => {
+  const startRename = (document: Types.Document, currentName: string): void => {
     setEditingDocument(document);
     setEditingName(currentName);
     setIsRenameDialogOpen(true);
@@ -331,7 +334,9 @@ const DocumentManager = (props: BackstoryElementProps) => {
                                   control={
                                     <Switch
                                       checked={doc.options?.includeInRag}
-                                      onChange={e => handleRAGToggle(doc, e.target.checked)}
+                                      onChange={(e): void => {
+                                        handleRAGToggle(doc, e.target.checked);
+                                      }}
                                       size="small"
                                     />
                                   }
@@ -346,7 +351,9 @@ const DocumentManager = (props: BackstoryElementProps) => {
                             <IconButton
                               edge="end"
                               size="small"
-                              onClick={() => handleViewDocument(doc)}
+                              onClick={(): void => {
+                                handleViewDocument(doc);
+                              }}
                               title="View content"
                             >
                               <Visibility />
@@ -354,7 +361,9 @@ const DocumentManager = (props: BackstoryElementProps) => {
                             <IconButton
                               edge="end"
                               size="small"
-                              onClick={() => startRename(doc, doc.filename)}
+                              onClick={(): void => {
+                                startRename(doc, doc.filename);
+                              }}
                               title="Rename"
                             >
                               <Edit />
@@ -362,7 +371,9 @@ const DocumentManager = (props: BackstoryElementProps) => {
                             <IconButton
                               edge="end"
                               size="small"
-                              onClick={() => handleDeleteDocument(doc)}
+                              onClick={(): void => {
+                                handleDeleteDocument(doc);
+                              }}
                               title="Delete"
                               color="error"
                             >
@@ -395,7 +406,7 @@ const DocumentManager = (props: BackstoryElementProps) => {
                   <Typography variant={isMobile ? 'subtitle2' : 'h6'}>Document Content</Typography>
                   <IconButton
                     size="small"
-                    onClick={() => {
+                    onClick={(): void => {
                       setIsViewingContent(false);
                       setSelectedDocument(null);
                       setDocumentContent('');
@@ -433,7 +444,9 @@ const DocumentManager = (props: BackstoryElementProps) => {
         {/* Rename Dialog */}
         <Dialog
           open={isRenameDialogOpen}
-          onClose={() => setIsRenameDialogOpen(false)}
+          onClose={(): void => {
+            setIsRenameDialogOpen(false);
+          }}
           maxWidth="sm"
           fullWidth
         >
@@ -446,8 +459,10 @@ const DocumentManager = (props: BackstoryElementProps) => {
               fullWidth
               variant="outlined"
               value={editingName}
-              onChange={e => setEditingName(e.target.value)}
+              onChange={(e): void => {
-              onKeyPress={e => {
+                setEditingName(e.target.value);
+              }}
+              onKeyUp={(e): void => {
                 if (e.key === 'Enter' && editingDocument) {
                   handleRenameDocument(editingDocument, editingName);
                 }
@@ -455,9 +470,17 @@ const DocumentManager = (props: BackstoryElementProps) => {
             />
           </DialogContent>
           <DialogActions>
-            <Button onClick={() => setIsRenameDialogOpen(false)}>Cancel</Button>
             <Button
-              onClick={() => editingDocument && handleRenameDocument(editingDocument, editingName)}
+              onClick={(): void => {
+                setIsRenameDialogOpen(false);
+              }}
+            >
+              Cancel
+            </Button>
+            <Button
+              onClick={(): void => {
+                editingDocument && handleRenameDocument(editingDocument, editingName);
+              }}
               variant="contained"
               disabled={!editingName.trim()}
             >

frontend/src/components/EmailVerificationComponents.tsx

@@ -1,4 +1,4 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, JSX } from 'react';
 import {
   Box,
   Card,
@@ -8,8 +8,6 @@ import {
   Button,
   Alert,
   CircularProgress,
-  Link,
-  Divider,
   InputAdornment,
   Dialog,
   DialogTitle,
@@ -32,14 +30,14 @@ import {
 } from '@mui/icons-material';
 import { useAuth } from 'hooks/AuthContext';
 import { BackstoryPageProps } from './BackstoryTab';
-import { Navigate, useNavigate } from 'react-router-dom';
+import { useNavigate } from 'react-router-dom';
+import { MFAData } from 'types/types';
 
 // Email Verification Component
-const EmailVerificationPage = (props: BackstoryPageProps) => {
+const EmailVerificationPage = (_props: BackstoryPageProps): JSX.Element => {
   const { verifyEmail, resendEmailVerification, getPendingVerificationEmail, isLoading, error } =
     useAuth();
   const navigate = useNavigate();
-  const [verificationToken, setVerificationToken] = useState('');
   const [status, setStatus] = useState<'pending' | 'success' | 'error'>('pending');
   const [message, setMessage] = useState('');
   const [userType, setUserType] = useState<string>('');
@@ -49,13 +47,7 @@ const EmailVerificationPage = (props: BackstoryPageProps) => {
     const urlParams = new URLSearchParams(window.location.search);
     const token = urlParams.get('token');
 
-    if (token) {
+    const handleVerifyEmail = async (token: string): Promise<void> => {
-      setVerificationToken(token);
-      handleVerifyEmail(token);
-    }
-  }, []);
-
-  const handleVerifyEmail = async (token: string) => {
       if (!token) {
         setStatus('error');
         setMessage('Invalid verification link');
@@ -84,7 +76,12 @@ const EmailVerificationPage = (props: BackstoryPageProps) => {
       }
     };
 
-  const handleResendVerification = async () => {
+    if (token) {
+      handleVerifyEmail(token);
+    }
+  }, [navigate, verifyEmail]);
+
+  const handleResendVerification = async (): Promise<void> => {
     const email = getPendingVerificationEmail();
     if (!email) {
       setMessage('No pending verification email found.');
@@ -146,7 +143,7 @@ const EmailVerificationPage = (props: BackstoryPageProps) => {
                   Verification Failed
                 </Typography>
                 <Typography color="text.secondary">
-                  We couldn't verify your email address.
+                  We couldn&apos;t verify your email address.
                 </Typography>
               </>
             )}
@@ -172,7 +169,13 @@ const EmailVerificationPage = (props: BackstoryPageProps) => {
               <Typography variant="body2" color="text.secondary" mb={2}>
                 You will be redirected to the login page in a few seconds...
               </Typography>
-              <Button variant="contained" onClick={() => navigate('/login')} fullWidth>
+              <Button
+                variant="contained"
+                onClick={(): void => {
+                  navigate('/login');
+                }}
+                fullWidth
+              >
                 Go to Login
               </Button>
             </Box>
@@ -190,7 +193,13 @@ const EmailVerificationPage = (props: BackstoryPageProps) => {
               >
                 Resend Verification Email
               </Button>
-              <Button variant="contained" onClick={() => navigate('/login')} fullWidth>
+              <Button
+                variant="contained"
+                onClick={(): void => {
+                  navigate('/login');
+                }}
+                fullWidth
+              >
                 Back to Login
               </Button>
             </Box>
@@ -205,9 +214,9 @@ const EmailVerificationPage = (props: BackstoryPageProps) => {
 interface MFAVerificationDialogProps {
   open: boolean;
   onClose: () => void;
-  onVerificationSuccess: (authData: any) => void;
+  onVerificationSuccess: () => void;
 }
-const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
+const MFAVerificationDialog = (props: MFAVerificationDialogProps): JSX.Element => {
   const { open, onClose, onVerificationSuccess } = props;
   const { verifyMFA, resendMFACode, clearMFA, mfaResponse, isLoading, error } = useAuth();
   const [code, setCode] = useState('');
@@ -243,13 +252,13 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
     return () => clearInterval(timer);
   }, [open]);
 
-  const formatTime = (seconds: number) => {
+  const formatTime = (seconds: number): string => {
     const mins = Math.floor(seconds / 60);
     const secs = seconds % 60;
     return `${mins}:${secs.toString().padStart(2, '0')}`;
   };
 
-  const handleVerifyMFA = async () => {
+  const handleVerifyMFA = async (): Promise<void> => {
     if (!code || code.length !== 6) {
       setLocalError('Please enter a valid 6-digit code');
       return;
@@ -271,7 +280,7 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
       });
 
       if (success) {
-        onVerificationSuccess({ success: true });
+        onVerificationSuccess();
         onClose();
       }
     } catch (error) {
@@ -279,7 +288,7 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
     }
   };
 
-  const handleResendCode = async () => {
+  const handleResendCode = async (): Promise<void> => {
     if (!mfaResponse || !mfaResponse.mfaData) {
       setLocalError('MFA data not available');
       return;
@@ -301,12 +310,12 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
     }
   };
 
-  const handleClose = () => {
+  const handleClose = (): void => {
     clearMFA();
     onClose();
   };
 
-  if (!mfaResponse || !mfaResponse.mfaData) return null;
+  if (!mfaResponse || !mfaResponse.mfaData) return <></>;
 
   return (
     <Dialog open={open} onClose={handleClose} maxWidth="sm" fullWidth>
@@ -319,12 +328,12 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
 
       <DialogContent>
         <Alert severity="info" sx={{ mb: 3 }}>
-          We've detected a login from a new device:{' '}
+          We&apos;ve detected a login from a new device:{' '}
           <strong>{mfaResponse.mfaData.deviceName}</strong>
         </Alert>
 
         <Typography variant="body1" gutterBottom>
-          We've sent a 6-digit verification code to:
+          We&apos;ve sent a 6-digit verification code to:
         </Typography>
         <Typography variant="h6" color="primary" gutterBottom>
           {mfaResponse.mfaData.email}
@@ -334,7 +343,7 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
           fullWidth
           label="Enter 6-digit code"
           value={code}
-          onChange={e => {
+          onChange={(e): void => {
             const value = e.target.value.replace(/\D/g, '').slice(0, 6);
             setCode(value);
             setLocalError('');
@@ -370,7 +379,9 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
           control={
             <Checkbox
               checked={rememberDevice}
-              onChange={e => setRememberDevice(e.target.checked)}
+              onChange={(e): void => {
+                setRememberDevice(e.target.checked);
+              }}
             />
           }
           label="Remember this device for 90 days"
@@ -378,7 +389,7 @@ const MFAVerificationDialog = (props: MFAVerificationDialogProps) => {
 
         <Alert severity="warning" sx={{ mt: 2 }}>
           <Typography variant="body2">
-            If you didn't attempt to log in, please change your password immediately.
+            If you didn&apos;t attempt to log in, please change your password immediately.
           </Typography>
         </Alert>
       </DialogContent>
@@ -410,18 +421,19 @@ const RegistrationSuccessDialog = ({
   onClose: () => void;
   email: string;
   userType: string;
-}) => {
+}): JSX.Element => {
   const { resendEmailVerification, isLoading } = useAuth();
   const [resendMessage, setResendMessage] = useState('');
 
-  const handleResendVerification = async () => {
+  const handleResendVerification = async (): Promise<void> => {
     try {
       const success = await resendEmailVerification(email);
       if (success) {
         setResendMessage('Verification email sent!');
       }
-    } catch (error: any) {
+    } catch (error: unknown) {
-      setResendMessage(error?.message || 'Network error. Please try again.');
+      const tmp = error as { message?: string };
+      setResendMessage(tmp?.message || 'Network error. Please try again.');
     }
   };
 
@@ -435,7 +447,7 @@ const RegistrationSuccessDialog = ({
         </Typography>
 
         <Typography variant="body1" color="text.secondary" paragraph>
-          We've sent a verification link to:
+          We&apos;e sent a verification link to:
         </Typography>
 
         <Typography variant="h6" color="primary" gutterBottom>
@@ -478,7 +490,7 @@ const RegistrationSuccessDialog = ({
 };
 
 // Enhanced Login Component with MFA Support
-const LoginForm = () => {
+const LoginForm = (): JSX.Element => {
   const { login, mfaResponse, isLoading, error, user } = useAuth();
   const [email, setEmail] = useState('');
   const [password, setPassword] = useState('');
@@ -496,7 +508,7 @@ const LoginForm = () => {
     setErrorMessage(data.error.message);
   }, [error]);
 
-  const handleLogin = async (e: React.FormEvent) => {
+  const handleLogin = async (e: React.FormEvent): Promise<void> => {
     e.preventDefault();
 
     const success = await login({
@@ -512,11 +524,11 @@ const LoginForm = () => {
     }
   };
 
-  const handleMFASuccess = (authData: any) => {
+  const handleMFASuccess = (): void => {
     handleLoginSuccess();
   };
 
-  const handleLoginSuccess = () => {
+  const handleLoginSuccess = (): void => {
     if (!user) {
       navigate('/');
     } else {
@@ -533,7 +545,9 @@ const LoginForm = () => {
         fullWidth
         label="Email or Username"
         value={email}
-        onChange={e => setEmail(e.target.value)}
+        onChange={(e): void => {
+          setEmail(e.target.value);
+        }}
         autoComplete="email"
         autoFocus
       />
@@ -542,7 +556,9 @@ const LoginForm = () => {
         label="Password"
         type={showPassword ? 'text' : 'password'}
         value={password}
-        onChange={e => setPassword(e.target.value)}
+        onChange={(e): void => {
+          setPassword(e.target.value);
+        }}
         autoComplete="current-password"
         placeholder="Create a strong password"
         required
@@ -551,8 +567,12 @@ const LoginForm = () => {
             <InputAdornment position="end">
               <IconButton
                 aria-label="toggle password visibility"
-                onClick={() => setShowPassword(!showPassword)}
+                onClick={(): void => {
-                onMouseDown={e => e.preventDefault()}
+                  setShowPassword(!showPassword);
+                }}
+                onMouseDown={(e): void => {
+                  e.preventDefault();
+                }}
                 edge="end"
               >
                 {showPassword ? <VisibilityOff /> : <Visibility />}
@@ -581,7 +601,9 @@ const LoginForm = () => {
       {/* MFA Dialog */}
       <MFAVerificationDialog
         open={mfaResponse?.mfaRequired || false}
-        onClose={() => {}} // This will be handled by clearMFA in the dialog
+        onClose={(): void => {
+          console.log();
+        }} // This will be handled by clearMFA in the dialog
         onVerificationSuccess={handleMFASuccess}
       />
     </Box>
@@ -589,9 +611,9 @@ const LoginForm = () => {
 };
 
 // Device Management Component
-const TrustedDevicesManager = () => {
+const TrustedDevicesManager = (): JSX.Element => {
-  const [devices, setDevices] = useState<any[]>([]);
+  const [devices, _setDevices] = useState<MFAData[]>([]);
-  const [loading, setLoading] = useState(true);
+  const [_loading, setLoading] = useState(true);
 
   // This would need API endpoints to manage trusted devices
   useEffect(() => {
@@ -608,8 +630,8 @@ const TrustedDevicesManager = () => {
         </Typography>
 
         <Typography variant="body2" color="text.secondary" paragraph>
-          Manage devices that you've marked as trusted. You won't need to verify your identity when
+          Manage devices that you&apos;ve marked as trusted. You won&apos;t need to verify your
-          signing in from these devices.
+          identity when signing in from these devices.
         </Typography>
 
         {devices.length === 0 ? (
@@ -624,18 +646,18 @@ const TrustedDevicesManager = () => {
                 <Card variant="outlined">
                   <CardContent>
                     <Typography variant="subtitle1">{device.deviceName}</Typography>
-                    <Typography variant="body2" color="text.secondary">
+                    {/* <Typography variant="body2" color="text.secondary">
                       Added: {new Date(device.addedAt).toLocaleDateString()}
-                    </Typography>
+                    </Typography> */}
-                    <Typography variant="body2" color="text.secondary">
+                    {/* <Typography variant="body2" color="text.secondary">
                       Last used: {new Date(device.lastUsed).toLocaleDateString()}
-                    </Typography>
+                    </Typography> */}
                     <Button
                       size="small"
                       color="error"
                       sx={{ mt: 1 }}
-                      onClick={() => {
+                      onClick={(): void => {
-                        // Remove device
+                        console.log('Remove device');
                       }}
                     >
                       Remove

frontend/src/components/ExpandMore.tsx

@@ -1,3 +1,4 @@
+import React, { JSX } from 'react';
 import { styled } from '@mui/material/styles';
 import IconButton, { IconButtonProps } from '@mui/material/IconButton';
 
@@ -5,7 +6,8 @@ interface ExpandMoreProps extends IconButtonProps {
   expand: boolean;
 }
 
-const ExpandMore = styled((props: ExpandMoreProps) => {
+const ExpandMore = styled((props: ExpandMoreProps): JSX.Element => {
+  // eslint-disable-next-line @typescript-eslint/no-unused-vars
   const { expand, ...other } = props;
   return <IconButton {...other} />;
 })(({ theme }) => ({
@@ -15,13 +17,13 @@ const ExpandMore = styled((props: ExpandMoreProps) => {
   }),
   variants: [
     {
-      props: ({ expand }) => !expand,
+      props: ({ expand }): boolean => !expand,
       style: {
         transform: 'rotate(0deg)',
       },
     },
     {
-      props: ({ expand }) => !!expand,
+      props: ({ expand }): boolean => !!expand,
       style: {
         transform: 'rotate(180deg)',
       },

frontend/src/components/GenerateImage.tsx

@@ -1,9 +1,9 @@
-import React, { useEffect, useState, useRef } from 'react';
+import React, { useEffect, useState, useRef, JSX } from 'react';
 import Box from '@mui/material/Box';
 import PropagateLoader from 'react-spinners/PropagateLoader';
 import { Quote } from 'components/Quote';
 import { BackstoryElementProps } from 'components/BackstoryTab';
-import { Candidate, ChatSession } from 'types/types';
+import { ChatSession } from 'types/types';
 import { useAuth } from 'hooks/AuthContext';
 import { useAppState } from 'hooks/GlobalContext';
 
@@ -12,16 +12,13 @@ interface GenerateImageProps extends BackstoryElementProps {
   chatSession: ChatSession;
 }
 
-const GenerateImage = (props: GenerateImageProps) => {
+const GenerateImage = (props: GenerateImageProps): JSX.Element => {
   const { user } = useAuth();
   const { chatSession, prompt } = props;
   const { setSnack } = useAppState();
   const [processing, setProcessing] = useState<boolean>(false);
   const [status, setStatus] = useState<string>('');
-  const [image, setImage] = useState<string>('');
+  const [image, _setImage] = useState<string>('');
-
-  const name = (user?.userType === 'candidate' ? (user as Candidate).username : user?.email) || '';
-  // Only keep refs that are truly necessary
   const controllerRef = useRef<string>(null);
 
   // Effect to trigger profile generation when user data is ready
@@ -35,8 +32,8 @@ const GenerateImage = (props: GenerateImageProps) => {
     }
     setStatus('Starting image generation...');
     setProcessing(true);
-    const start = Date.now();
 
+    // const start = Date.now();
     // controllerRef.current = streamQueryResponse({
     //     query: {
     //         prompt: prompt,

frontend/src/components/JobCreator.tsx

@@ -13,16 +13,9 @@ import {
   CardHeader,
   LinearProgress,
   Stack,
-  Paper,
 } from '@mui/material';
 import {
-  SyncAlt,
-  Favorite,
-  Settings,
-  Info,
-  Search,
   AutoFixHigh,
-  Image,
   Psychology,
   Build,
   CloudUpload,
@@ -36,9 +29,8 @@ import { styled } from '@mui/material/styles';
 import FileUploadIcon from '@mui/icons-material/FileUpload';
 
 import { useAuth } from 'hooks/AuthContext';
-import { useAppState, useSelectedJob } from 'hooks/GlobalContext';
+import { useAppState } from 'hooks/GlobalContext';
 import { BackstoryElementProps } from './BackstoryTab';
-import { LoginRequired } from 'components/ui/LoginRequired';
 
 import * as Types from 'types/types';
 import { StyledMarkdown } from './StyledMarkdown';
@@ -60,7 +52,10 @@ const VisuallyHiddenInput = styled('input')({
 
 const UploadBox = styled(Box)(({ theme }) => ({
   border: `2px dashed ${theme.palette.primary.main}`,
-  borderRadius: theme.shape.borderRadius * 2,
+  borderRadius:
+    (typeof theme.shape.borderRadius === 'string'
+      ? parseInt(theme.shape.borderRadius)
+      : theme.shape.borderRadius) * 2,
   padding: theme.spacing(4),
   textAlign: 'center',
   backgroundColor: theme.palette.action.hover,
@@ -75,10 +70,9 @@ const UploadBox = styled(Box)(({ theme }) => ({
 interface JobCreatorProps extends BackstoryElementProps {
   onSave?: (job: Types.Job) => void;
 }
-const JobCreator = (props: JobCreatorProps) => {
+const JobCreator = (props: JobCreatorProps): JSX.Element => {
   const { user, apiClient } = useAuth();
   const { onSave } = props;
-  const { selectedJob, setSelectedJob } = useSelectedJob();
   const { setSnack } = useAppState();
   const theme = useTheme();
   const isMobile = useMediaQuery(theme.breakpoints.down('sm'));
@@ -96,12 +90,12 @@ const JobCreator = (props: JobCreatorProps) => {
   const fileInputRef = useRef<HTMLInputElement>(null);
 
   const jobStatusHandlers = {
-    onStatus: (status: Types.ChatMessageStatus) => {
+    onStatus: (status: Types.ChatMessageStatus): void => {
       console.log('status:', status.content);
       setJobStatusType(status.activity);
       setJobStatus(status.content);
     },
-    onMessage: (jobMessage: Types.JobRequirementsMessage) => {
+    onMessage: (jobMessage: Types.JobRequirementsMessage): void => {
       const job: Types.Job = jobMessage.job;
       console.log('onMessage - job', job);
       setJob(job);
@@ -113,19 +107,19 @@ const JobCreator = (props: JobCreatorProps) => {
       setJobStatusType(null);
       setJobStatus('');
     },
-    onError: (error: Types.ChatMessageError) => {
+    onError: (error: Types.ChatMessageError): void => {
       console.log('onError', error);
       setSnack(error.content, 'error');
       setIsProcessing(false);
     },
-    onComplete: () => {
+    onComplete: (): void => {
       setJobStatusType(null);
       setJobStatus('');
       setIsProcessing(false);
     },
   };
 
-  const handleJobUpload = async (e: React.ChangeEvent<HTMLInputElement>) => {
+  const handleJobUpload = async (e: React.ChangeEvent<HTMLInputElement>): Promise<void> => {
     if (e.target.files && e.target.files[0]) {
       const file = e.target.files[0];
       const fileExtension = '.' + file.name.split('.').pop()?.toLowerCase();
@@ -171,7 +165,7 @@ const JobCreator = (props: JobCreatorProps) => {
     }
   };
 
-  const handleUploadClick = () => {
+  const handleUploadClick = (): void => {
     fileInputRef.current?.click();
   };
 
@@ -180,8 +174,8 @@ const JobCreator = (props: JobCreatorProps) => {
     items: string[] | undefined,
     icon: JSX.Element,
     required = false
-  ) => {
+  ): JSX.Element => {
-    if (!items || items.length === 0) return null;
+    if (!items || items.length === 0) return <></>;
 
     return (
       <Box sx={{ mb: 3 }}>
@@ -201,8 +195,8 @@ const JobCreator = (props: JobCreatorProps) => {
     );
   };
 
-  const renderJobRequirements = () => {
+  const renderJobRequirements = (): JSX.Element => {
-    if (!jobRequirements) return null;
+    if (!jobRequirements) return <></>;
 
     return (
       <Card elevation={2} sx={{ mt: 3 }}>
@@ -264,7 +258,7 @@ const JobCreator = (props: JobCreatorProps) => {
     );
   };
 
-  const handleSave = async () => {
+  const handleSave = async (): Promise<void> => {
     const newJob: Types.Job = {
       ownerId: user?.id || '',
       ownerType: 'candidate',
@@ -286,7 +280,7 @@ const JobCreator = (props: JobCreatorProps) => {
     onSave && onSave(job);
   };
 
-  const handleExtractRequirements = async () => {
+  const handleExtractRequirements = async (): Promise<void> => {
     try {
       setIsProcessing(true);
       const controller = apiClient.createJobFromDescription(jobDescription, jobStatusHandlers);
@@ -304,7 +298,7 @@ const JobCreator = (props: JobCreatorProps) => {
     setIsProcessing(false);
   };
 
-  const renderJobCreation = () => {
+  const renderJobCreation = (): JSX.Element => {
     return (
       <Box
         sx={{
@@ -371,7 +365,9 @@ const JobCreator = (props: JobCreatorProps) => {
                   placeholder="Paste or type the job description here..."
                   variant="outlined"
                   value={jobDescription}
-                  onChange={e => setJobDescription(e.target.value)}
+                  onChange={(e): void => {
+                    setJobDescription(e.target.value);
+                  }}
                   disabled={isProcessing}
                   sx={{ mb: 2 }}
                 />
@@ -418,7 +414,9 @@ const JobCreator = (props: JobCreatorProps) => {
                   label="Job Title"
                   variant="outlined"
                   value={jobTitle}
-                  onChange={e => setJobTitle(e.target.value)}
+                  onChange={(e): void => {
+                    setJobTitle(e.target.value);
+                  }}
                   required
                   disabled={isProcessing}
                   InputProps={{
@@ -433,7 +431,9 @@ const JobCreator = (props: JobCreatorProps) => {
                   label="Company"
                   variant="outlined"
                   value={company}
-                  onChange={e => setCompany(e.target.value)}
+                  onChange={(e): void => {
+                    setCompany(e.target.value);
+                  }}
                   required
                   disabled={isProcessing}
                   InputProps={{

frontend/src/components/JobMatchAnalysis.tsx

@@ -1,15 +1,12 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, useCallback, JSX, useMemo } from 'react';
 import {
   Box,
   Typography,
-  Paper,
   Accordion,
   AccordionSummary,
   AccordionDetails,
   CircularProgress,
-  Grid,
   Chip,
-  Divider,
   Card,
   CardContent,
   useTheme,
@@ -22,28 +19,11 @@ import CheckCircleIcon from '@mui/icons-material/CheckCircle';
 import ErrorIcon from '@mui/icons-material/Error';
 import PendingIcon from '@mui/icons-material/Pending';
 import WarningIcon from '@mui/icons-material/Warning';
-import {
+import { Candidate, ChatMessage, SkillAssessment, SkillStatus } from 'types/types';
-  Candidate,
-  ChatMessage,
-  ChatMessageError,
-  ChatMessageStatus,
-  ChatMessageStreaming,
-  ChatMessageUser,
-  ChatSession,
-  EvidenceDetail,
-  JobRequirements,
-  SkillAssessment,
-  SkillStatus,
-} from 'types/types';
 import { useAuth } from 'hooks/AuthContext';
 import { BackstoryPageProps } from './BackstoryTab';
 import { Job } from 'types/types';
-import { StyledMarkdown } from './StyledMarkdown';
-import { Scrollable } from './Scrollable';
-import { useAppState } from 'hooks/GlobalContext';
 import * as Types from 'types/types';
-import JsonView from '@uiw/react-json-view';
-import { VectorVisualizer } from './VectorVisualizer';
 import { JobInfo } from './ui/JobInfo';
 
 interface JobAnalysisProps extends BackstoryPageProps {
@@ -53,16 +33,6 @@ interface JobAnalysisProps extends BackstoryPageProps {
   onAnalysisComplete: (skills: SkillAssessment[]) => void;
 }
 
-const defaultMessage: ChatMessage = {
-  status: 'done',
-  type: 'text',
-  sessionId: '',
-  timestamp: new Date(),
-  content: '',
-  role: 'assistant',
-  metadata: null as any,
-};
-
 interface SkillMatch extends SkillAssessment {
   domain: string;
   status: SkillStatus;
@@ -72,20 +42,17 @@ interface SkillMatch extends SkillAssessment {
 const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) => {
   const { job, candidate, onAnalysisComplete, variant = 'normal' } = props;
   const { apiClient } = useAuth();
-  const { setSnack } = useAppState();
   const theme = useTheme();
   const [requirements, setRequirements] = useState<{ requirement: string; domain: string }[]>([]);
   const [skillMatches, setSkillMatches] = useState<SkillMatch[]>([]);
-  const [creatingSession, setCreatingSession] = useState<boolean>(false);
   const [loadingRequirements, setLoadingRequirements] = useState<boolean>(false);
   const [expanded, setExpanded] = useState<string | false>(false);
   const [overallScore, setOverallScore] = useState<number>(0);
-  const [requirementsSession, setRequirementsSession] = useState<ChatSession | null>(null);
+  const [_statusMessage, setStatusMessage] = useState<ChatMessage | null>(null);
-  const [statusMessage, setStatusMessage] = useState<ChatMessage | null>(null);
   const [startAnalysis, setStartAnalysis] = useState<boolean>(false);
   const [analyzing, setAnalyzing] = useState<boolean>(false);
   const [matchStatus, setMatchStatus] = useState<string>('');
-  const [matchStatusType, setMatchStatusType] = useState<Types.ApiActivityType | null>(null);
+  const [_matchStatusType, setMatchStatusType] = useState<Types.ApiActivityType | null>(null);
 
   const isMobile = useMediaQuery(theme.breakpoints.down('sm'));
 
@@ -95,7 +62,8 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
       setExpanded(isExpanded ? panel : false);
     };
 
-  const initializeRequirements = (job: Job) => {
+  const initializeRequirements = useCallback(
+    (job: Job): void => {
       if (!job || !job.requirements) {
         return;
       }
@@ -170,18 +138,22 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
       setStatusMessage(null);
       setLoadingRequirements(false);
       setOverallScore(0);
-  };
+    },
+    [candidate.id]
+  );
 
   useEffect(() => {
     initializeRequirements(job);
-  }, [job]);
+  }, [job, initializeRequirements]);
 
-  const skillMatchHandlers = {
+  const skillMatchHandlers = useMemo(() => {
-    onStatus: (status: Types.ChatMessageStatus) => {
+    return {
+      onStatus: (status: Types.ChatMessageStatus): void => {
         setMatchStatusType(status.activity);
         setMatchStatus(status.content.toLowerCase());
       },
     };
+  }, [setMatchStatus, setMatchStatusType]);
 
   // Fetch match data for each requirement
   useEffect(() => {
@@ -189,7 +161,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
       return;
     }
 
-    const fetchMatchData = async (skills: SkillAssessment[]) => {
+    const fetchMatchData = async (skills: SkillAssessment[]): Promise<void> => {
       if (requirements.length === 0) return;
 
       // Process requirements one by one
@@ -201,7 +173,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
             return updated;
           });
 
-          const request: any = await apiClient.candidateMatchForRequirement(
+          const request = await apiClient.candidateMatchForRequirement(
             candidate.id || '',
             requirements[i].requirement,
             skillMatchHandlers
@@ -226,11 +198,11 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
               break;
           }
           if (
-            skillMatch.evidenceStrength == 'NONE' &&
+            skillMatch.evidenceStrength == 'none' &&
-            skillMatch.citations &&
+            skillMatch.evidenceDetails &&
-            skillMatch.citations.length > 3
+            skillMatch.evidenceDetails.length > 3
           ) {
-            matchScore = Math.min(skillMatch.citations.length * 8, 40);
+            matchScore = Math.min(skillMatch.evidenceDetails.length * 8, 40);
           }
           const match: SkillMatch = {
             ...skillMatch,
@@ -277,7 +249,17 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
       setStartAnalysis(false);
       onAnalysisComplete && onAnalysisComplete(skills);
     });
-  }, [job, onAnalysisComplete, startAnalysis, analyzing, requirements, loadingRequirements]);
+  }, [
+    job,
+    onAnalysisComplete,
+    startAnalysis,
+    analyzing,
+    requirements,
+    loadingRequirements,
+    apiClient,
+    candidate.id,
+    skillMatchHandlers,
+  ]);
 
   // Get color based on match score
   const getMatchColor = (score: number): string => {
@@ -288,7 +270,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
   };
 
   // Get icon based on status
-  const getStatusIcon = (status: string, score: number) => {
+  const getStatusIcon = (status: string, score: number): JSX.Element => {
     if (status === 'pending' || status === 'waiting') return <PendingIcon />;
     if (status === 'error') return <ErrorIcon color="error" />;
     if (score >= 70) return <CheckCircleIcon color="success" />;
@@ -296,7 +278,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
     return <ErrorIcon color="error" />;
   };
 
-  const beginAnalysis = () => {
+  const beginAnalysis = (): void => {
     initializeRequirements(job);
     setStartAnalysis(true);
   };
@@ -512,7 +494,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
                   <Box sx={{ width: '100%', p: 2 }}>
                     <LinearProgress />
                     <Typography sx={{ mt: 2 }}>
-                      Analyzing candidate's match for this requirement... {matchStatus}
+                      Analyzing candidate&apos;s match for this requirement... {matchStatus}
                     </Typography>
                   </Box>
                 ) : match.status === 'error' ? (
@@ -549,7 +531,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
                               component="div"
                               sx={{ mb: 1, fontStyle: 'italic' }}
                             >
-                              "{evidence.quote}"
+                              &quot;{evidence.quote}&quot;
                             </Typography>
                             <Box
                               sx={{
@@ -578,7 +560,7 @@ const JobMatchAnalysis: React.FC<JobAnalysisProps> = (props: JobAnalysisProps) =
                       ))
                     ) : (
                       <Typography color="text.secondary">
-                        No specific evidence found in candidate's profile.
+                        No specific evidence found in candidate&apos;s profile.
                       </Typography>
                     )}
                     <Typography variant="h6" gutterBottom>

frontend/src/components/LocationInput.tsx

@@ -1,4 +1,4 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, useMemo } from 'react';
 import {
   Box,
   TextField,
@@ -45,13 +45,16 @@ const LocationInput: React.FC<LocationInputProps> = ({
   const [isRemote, setIsRemote] = useState<boolean>(value.remote || false);
 
   // Get states for selected country
-  const availableStates = selectedCountry ? State.getStatesOfCountry(selectedCountry.isoCode) : [];
+  const availableStates = useMemo(() => {
+    return selectedCountry ? State.getStatesOfCountry(selectedCountry.isoCode) : [];
+  }, [selectedCountry]);
 
   // Get cities for selected state
-  const availableCities =
+  const availableCities = useMemo(() => {
-    selectedCountry && selectedState
+    return selectedCountry && selectedState
       ? City.getCitiesOfState(selectedCountry.isoCode, selectedState.isoCode)
       : [];
+  }, [selectedCountry, selectedState]);
 
   // Initialize state and city from value prop
   useEffect(() => {
@@ -104,24 +107,24 @@ const LocationInput: React.FC<LocationInputProps> = ({
     showCity,
   ]);
 
-  const handleCountryChange = (event: any, newValue: ICountry | null) => {
+  const handleCountryChange = (_event: React.SyntheticEvent, newValue: ICountry | null): void => {
     setSelectedCountry(newValue);
     // Clear state and city when country changes
     setSelectedState(null);
     setSelectedCity(null);
   };
 
-  const handleStateChange = (event: any, newValue: IState | null) => {
+  const handleStateChange = (_event: React.SyntheticEvent, newValue: IState | null): void => {
     setSelectedState(newValue);
     // Clear city when state changes
     setSelectedCity(null);
   };
 
-  const handleCityChange = (event: any, newValue: ICity | null) => {
+  const handleCityChange = (_event: React.SyntheticEvent, newValue: ICity | null): void => {
     setSelectedCity(newValue);
   };
 
-  const handleRemoteToggle = (event: React.ChangeEvent<HTMLInputElement>) => {
+  const handleRemoteToggle = (event: React.ChangeEvent<HTMLInputElement>): void => {
     setIsRemote(event.target.checked);
   };
 
@@ -139,9 +142,9 @@ const LocationInput: React.FC<LocationInputProps> = ({
             value={selectedCountry}
             onChange={handleCountryChange}
             options={allCountries}
-            getOptionLabel={option => option.name}
+            getOptionLabel={(option): string => option.name}
             disabled={disabled}
-            renderInput={params => (
+            renderInput={(params): React.ReactNode => (
               <TextField
                 {...params}
                 label="Country"
@@ -157,7 +160,7 @@ const LocationInput: React.FC<LocationInputProps> = ({
                 }}
               />
             )}
-            renderOption={(props, option) => (
+            renderOption={(props, option): React.ReactNode => (
               <Box component="li" {...props} key={option.isoCode}>
                 <img
                   loading="lazy"
@@ -180,9 +183,9 @@ const LocationInput: React.FC<LocationInputProps> = ({
               value={selectedState}
               onChange={handleStateChange}
               options={availableStates}
-              getOptionLabel={option => option.name}
+              getOptionLabel={(option): string => option.name}
               disabled={disabled || availableStates.length === 0}
-              renderInput={params => (
+              renderInput={(params): React.ReactNode => (
                 <TextField
                   {...params}
                   label="State/Region"
@@ -203,9 +206,9 @@ const LocationInput: React.FC<LocationInputProps> = ({
               value={selectedCity}
               onChange={handleCityChange}
               options={availableCities}
-              getOptionLabel={option => option.name}
+              getOptionLabel={(option): string => option.name}
               disabled={disabled || availableCities.length === 0}
-              renderInput={params => (
+              renderInput={(params): React.ReactNode => (
                 <TextField
                   {...params}
                   label="City"
@@ -275,94 +278,4 @@ const LocationInput: React.FC<LocationInputProps> = ({
   );
 };
 
-// Demo component to show usage with real data
-const LocationInputDemo: React.FC = () => {
-  const [location, setLocation] = useState<Partial<Location>>({});
-  const [showAdvanced, setShowAdvanced] = useState(false);
-
-  const handleLocationChange = (newLocation: Partial<Location>) => {
-    setLocation(newLocation);
-    console.log('Location updated:', newLocation);
-  };
-
-  // Show some stats about the data
-  const totalCountries = Country.getAllCountries().length;
-  const usStates = State.getStatesOfCountry('US').length;
-  const canadaProvinces = State.getStatesOfCountry('CA').length;
-
-  return (
-    <Box sx={{ p: 3, maxWidth: 800, mx: 'auto' }}>
-      <Typography variant="h4" gutterBottom align="center" color="primary">
-        Location Input with Real Data
-      </Typography>
-
-      <Typography variant="body2" color="text.secondary" align="center" sx={{ mb: 3 }}>
-        Using country-state-city library with {totalCountries} countries,
-        {usStates} US states, {canadaProvinces} Canadian provinces, and thousands of cities
-      </Typography>
-
-      <Grid container spacing={4}>
-        <Grid size={{ xs: 12 }}>
-          <Typography variant="h5" gutterBottom>
-            Basic Location Input
-          </Typography>
-          <LocationInput value={location} onChange={handleLocationChange} required />
-        </Grid>
-
-        <Grid size={{ xs: 12 }}>
-          <FormControlLabel
-            control={
-              <Checkbox
-                checked={showAdvanced}
-                onChange={e => setShowAdvanced(e.target.checked)}
-                color="primary"
-              />
-            }
-            label="Show city field"
-          />
-        </Grid>
-
-        {showAdvanced && (
-          <Grid size={{ xs: 12 }}>
-            <Typography variant="h5" gutterBottom>
-              Advanced Location Input (with City)
-            </Typography>
-            <LocationInput
-              value={location}
-              onChange={handleLocationChange}
-              showCity
-              helperText="Include your city for more specific job matches"
-            />
-          </Grid>
-        )}
-
-        <Grid size={{ xs: 12 }}>
-          <Typography variant="h6" gutterBottom>
-            Current Location Data:
-          </Typography>
-          <Box
-            component="pre"
-            sx={{
-              bgcolor: 'grey.100',
-              p: 2,
-              borderRadius: 1,
-              overflow: 'auto',
-              fontSize: '0.875rem',
-            }}
-          >
-            {JSON.stringify(location, null, 2)}
-          </Box>
-        </Grid>
-
-        <Grid size={{ xs: 12 }}>
-          <Typography variant="body2" color="text.secondary">
-            💡 This component uses the country-state-city library which is regularly updated and
-            includes ISO codes, flags, and comprehensive location data.
-          </Typography>
-        </Grid>
-      </Grid>
-    </Box>
-  );
-};
-
 export { LocationInput };

frontend/src/components/Mermaid.tsx

@@ -32,7 +32,7 @@ const Mermaid: React.FC<MermaidProps> = (props: MermaidProps) => {
   }, [containerRef, setVisible]);
 
   useEffect(() => {
-    const renderMermaid = async () => {
+    const renderMermaid = async (): Promise<void> => {
       if (containerRef.current && visible && chart) {
         try {
           await mermaid.initialize(mermaidConfig || defaultMermaidConfig);

frontend/src/components/Message.tsx

@@ -1,4 +1,4 @@
-import { useState, useRef } from 'react';
+import React, { JSX, useState } from 'react';
 import Divider from '@mui/material/Divider';
 import Accordion from '@mui/material/Accordion';
 import AccordionSummary from '@mui/material/AccordionSummary';
@@ -12,11 +12,9 @@ import TableHead from '@mui/material/TableHead';
 import TableRow from '@mui/material/TableRow';
 import Button from '@mui/material/Button';
 import CardContent from '@mui/material/CardContent';
-import CardActions from '@mui/material/CardActions';
 import Collapse from '@mui/material/Collapse';
 import { ExpandMore } from './ExpandMore';
 import JsonView from '@uiw/react-json-view';
-import React from 'react';
 import { Box } from '@mui/material';
 import { useTheme } from '@mui/material/styles';
 import { SxProps, Theme } from '@mui/material';
@@ -28,9 +26,7 @@ import { ErrorOutline, InfoOutline, Memory, Psychology /* Stream, */ } from '@mu
 import { StyledMarkdown } from './StyledMarkdown';
 
 import { VectorVisualizer } from './VectorVisualizer';
-import { SetSnackType } from './Snack';
 import { CopyBubble } from './CopyBubble';
-import { Scrollable } from './Scrollable';
 import { BackstoryElementProps } from './BackstoryTab';
 import {
   ChatMessage,
@@ -44,7 +40,10 @@ import {
   ChatSenderType,
 } from 'types/types';
 
-const getStyle = (theme: Theme, type: ApiActivityType | ChatSenderType | 'error'): any => {
+const getStyle = (
+  theme: Theme,
+  type: ApiActivityType | ChatSenderType | 'error'
+): Record<string, string> => {
   const defaultRadius = '16px';
   const defaultStyle = {
     padding: theme.spacing(1, 2),
@@ -65,7 +64,7 @@ const getStyle = (theme: Theme, type: ApiActivityType | ChatSenderType | 'error'
     },
   };
 
-  const styles: any = {
+  const styles: Record<string, Record<string, string | object | number | undefined> | string> = {
     assistant: {
       ...defaultStyle,
       backgroundColor: theme.palette.primary.main,
@@ -172,13 +171,13 @@ const getStyle = (theme: Theme, type: ApiActivityType | ChatSenderType | 'error'
     console.log(`Style does not exist for: ${type}`);
   }
 
-  return styles[type];
+  return styles[type] as Record<string, string>;
 };
 
 const getIcon = (
   activityType: ApiActivityType | ChatSenderType | 'error'
 ): React.ReactNode | null => {
-  const icons: any = {
+  const icons: Record<string, React.ReactNode> = {
     error: <ErrorOutline color="error" />,
     generating: <LocationSearchingIcon />,
     information: <InfoOutline color="info" />,
@@ -207,7 +206,7 @@ interface MessageMetaProps {
   messageProps: MessageProps;
 }
 
-const MessageMeta = (props: MessageMetaProps) => {
+const MessageMeta = (props: MessageMetaProps): JSX.Element => {
   const {
     /* MessageData */
     ragResults = [],
@@ -217,11 +216,11 @@ const MessageMeta = (props: MessageMetaProps) => {
     promptEvalCount = 0,
     promptEvalDuration = 0,
   } = props.metadata || {};
-  const message: any = props.messageProps.message;
+  const message: ChatMessage | ChatMessageError | ChatMessageStatus = props.messageProps.message;
 
-  let llm_submission = '<|system|>\n';
+  // let llm_submission = '<|system|>\n';
-  llm_submission += message.system_prompt + '\n\n';
+  // llm_submission += message.system_prompt + '\n\n';
-  llm_submission += message.context_prompt;
+  // llm_submission += message.context_prompt;
 
   return (
     <>
@@ -280,13 +279,14 @@ const MessageMeta = (props: MessageMetaProps) => {
           </TableContainer>
         </>
       )}
-      {tools && tools.tool_calls && tools.tool_calls.length !== 0 && (
+      {tools && tools.toolCalls && tools.toolCalls.length !== 0 && (
         <Accordion sx={{ boxSizing: 'border-box' }}>
           <AccordionSummary expandIcon={<ExpandMoreIcon />}>
             <Box sx={{ fontSize: '0.8rem' }}>Tools queried</Box>
           </AccordionSummary>
           <AccordionDetails>
-            {tools.tool_calls.map((tool: any, index: number) => (
+            {tools.toolCalls.map(
+              (tool: Record<string, string>, index: number): React.ReactNode => (
                 <Box
                   key={index}
                   sx={{
@@ -324,7 +324,7 @@ const MessageMeta = (props: MessageMetaProps) => {
                       }}
                     >
                       <JsonView.String
-                      render={({ children, ...reset }) => {
+                        render={({ children, ...reset }): React.ReactNode => {
                           if (typeof children === 'string' && children.match('\n')) {
                             return (
                               <pre
@@ -345,7 +345,8 @@ const MessageMeta = (props: MessageMetaProps) => {
                   )}
                   {tool.content === 'null' && 'No response from tool call'}
                 </Box>
-            ))}
+              )
+            )}
           </AccordionDetails>
         </Accordion>
       )}
@@ -369,9 +370,9 @@ const MessageMeta = (props: MessageMetaProps) => {
           <Box sx={{ fontSize: '0.8rem' }}>Full Response Details</Box>
         </AccordionSummary>
         <AccordionDetails>
-          <Box sx={{ pb: 1 }}>
+          {/* <Box sx={{ pb: 1 }}>
             Copy LLM submission: <CopyBubble content={llm_submission} />
-          </Box>
+          </Box> */}
           <JsonView
             displayDataTypes={false}
             objectSortKeys={true}
@@ -380,7 +381,7 @@ const MessageMeta = (props: MessageMetaProps) => {
             style={{ fontSize: '0.8rem', maxHeight: '20rem', overflow: 'auto' }}
           >
             <JsonView.String
-              render={({ children, ...reset }) => {
+              render={({ children, ...reset }): React.ReactNode => {
                 if (typeof children === 'string' && children.match('\n')) {
                   return (
                     <pre
@@ -412,7 +413,7 @@ interface MessageContainerProps {
   copyContent?: string;
 }
 
-const MessageContainer = (props: MessageContainerProps) => {
+const MessageContainer = (props: MessageContainerProps): JSX.Element => {
   const { type, sx, messageView, metadataView, copyContent } = props;
   const icon = getIcon(type);
 
@@ -458,7 +459,7 @@ const MessageContainer = (props: MessageContainerProps) => {
   );
 };
 
-const Message = (props: MessageProps) => {
+const Message = (props: MessageProps): JSX.Element => {
   const { message, title, sx, className, chatSession, onExpand, expanded, expandable } = props;
   const [metaExpanded, setMetaExpanded] = useState<boolean>(false);
   const theme = useTheme();
@@ -468,9 +469,9 @@ const Message = (props: MessageProps) => {
       : 'error' in message
       ? 'error'
       : (message as ChatMessage).role;
-  const style: any = getStyle(theme, type);
+  const style = getStyle(theme, type);
 
-  const handleMetaExpandClick = () => {
+  const handleMetaExpandClick = (): void => {
     setMetaExpanded(!metaExpanded);
   };
 
@@ -563,7 +564,7 @@ const Message = (props: MessageProps) => {
       expanded={isControlled ? expanded : undefined} // Omit expanded prop for uncontrolled
       defaultExpanded={expanded} // Default to collapsed for uncontrolled Accordion
       className={className}
-      onChange={(_event, newExpanded) => {
+      onChange={(_event, newExpanded): void => {
         isControlled && onExpand && onExpand(newExpanded);
       }}
       sx={{ ...sx, ...style }}

frontend/src/components/Quote.tsx

@@ -1,4 +1,4 @@
-import React from 'react';
+import React, { JSX } from 'react';
 import { Box, Typography, Paper, SxProps } from '@mui/material';
 import { styled } from '@mui/material/styles';
 
@@ -30,7 +30,7 @@ const QuoteContainer = styled(Paper, {
 
 const QuoteText = styled(Typography, {
   shouldForwardProp: prop => prop !== 'size',
-})<QuoteContainerProps>(({ theme, size = 'normal' }) => ({
+})<QuoteContainerProps>(({ size = 'normal' }) => ({
   fontSize: size === 'small' ? '0.9rem' : '1.2rem',
   lineHeight: size === 'small' ? 1.4 : 1.6,
   fontStyle: 'italic',
@@ -44,7 +44,7 @@ const QuoteText = styled(Typography, {
 
 const QuoteMark = styled(Typography, {
   shouldForwardProp: prop => prop !== 'size',
-})<QuoteContainerProps>(({ theme, size = 'normal' }) => ({
+})<QuoteContainerProps>(({ size = 'normal' }) => ({
   fontSize: size === 'small' ? '2.5rem' : '4rem',
   fontFamily: '"Georgia", "Times New Roman", serif',
   fontWeight: 'bold',
@@ -83,7 +83,7 @@ const AuthorText = styled(Typography, {
 
 const AccentLine = styled(Box, {
   shouldForwardProp: prop => prop !== 'size',
-})<QuoteContainerProps>(({ theme, size = 'normal' }) => ({
+})<QuoteContainerProps>(({ size = 'normal' }) => ({
   width: size === 'small' ? '40px' : '60px',
   height: size === 'small' ? '1px' : '2px',
   background: 'linear-gradient(90deg, #D4A017 0%, #4A7A7D 100%)', // Golden Ochre to Dusty Teal
@@ -98,12 +98,12 @@ interface QuoteProps {
   sx?: SxProps;
 }
 
-const Quote = (props: QuoteProps) => {
+const Quote = (props: QuoteProps): JSX.Element => {
   const { quote, author, size = 'normal', sx } = props;
   return (
     <QuoteContainer size={size} elevation={0} sx={sx}>
-      <OpeningQuote size={size}>"</OpeningQuote>
+      <OpeningQuote size={size}>&quot;</OpeningQuote>
-      <ClosingQuote size={size}>"</ClosingQuote>
+      <ClosingQuote size={size}>&quot;</ClosingQuote>
 
       <Box sx={{ position: 'relative', zIndex: 2 }}>
         <QuoteText size={size} variant="body1">

frontend/src/components/ResumeGenerator.tsx

@@ -1,11 +1,10 @@
-import React, { useState, useCallback, useRef, useEffect } from 'react';
+import React, { useState, useCallback, useEffect } from 'react';
 import { Tabs, Tab, Box, Button, Paper, Typography, LinearProgress } from '@mui/material';
 import { Job, Candidate, SkillAssessment } from 'types/types';
 import { Scrollable } from './Scrollable';
 import { useAuth } from 'hooks/AuthContext';
 import * as Types from 'types/types';
 import { StyledMarkdown } from './StyledMarkdown';
-import { Message } from './Message';
 import InputIcon from '@mui/icons-material/Input';
 import TuneIcon from '@mui/icons-material/Tune';
 import ArticleIcon from '@mui/icons-material/Article';
@@ -13,7 +12,6 @@ import { StatusBox, StatusIcon } from './ui/StatusIcon';
 import { CopyBubble } from './CopyBubble';
 import { useAppState } from 'hooks/GlobalContext';
 import { StreamingOptions } from 'services/api-client';
-import { setDefaultResultOrder } from 'dns';
 
 interface ResumeGeneratorProps {
   job: Job;
@@ -22,15 +20,6 @@ interface ResumeGeneratorProps {
   onComplete?: (resume: string) => void;
 }
 
-const defaultMessage: Types.ChatMessageStatus = {
-  status: 'done',
-  type: 'text',
-  sessionId: '',
-  timestamp: new Date(),
-  content: '',
-  activity: 'info',
-};
-
 const ResumeGenerator: React.FC<ResumeGeneratorProps> = (props: ResumeGeneratorProps) => {
   const { job, candidate, skills, onComplete } = props;
   const { setSnack } = useAppState();
@@ -44,7 +33,7 @@ const ResumeGenerator: React.FC<ResumeGeneratorProps> = (props: ResumeGeneratorP
   const [statusType, setStatusType] = useState<Types.ApiActivityType | null>(null);
   const [error, setError] = useState<Types.ChatMessageError | null>(null);
 
-  const handleTabChange = (event: React.SyntheticEvent, newValue: string) => {
+  const handleTabChange = (event: React.SyntheticEvent, newValue: string): void => {
     setTabValue(newValue);
   };
 
@@ -88,17 +77,32 @@ const ResumeGenerator: React.FC<ResumeGeneratorProps> = (props: ResumeGeneratorP
       },
     };
 
-    const generateResume = async () => {
+    const generateResume = async (): Promise<void> => {
-      const request: any = await apiClient.generateResume(
+      const request = await apiClient.generateResume(
         candidate.id || '',
         job.id || '',
         generateResumeHandlers
       );
-      const result = await request.promise;
+      await request.promise;
     };
 
     generateResume();
-  }, [job, candidate, apiClient, resume, skills, generated, setSystemPrompt, setPrompt, setResume]);
+  }, [
+    job,
+    candidate,
+    apiClient,
+    resume,
+    skills,
+    generated,
+    status,
+    setSystemPrompt,
+    setPrompt,
+    setResume,
+    onComplete,
+    setStatus,
+    setStatusType,
+    setError,
+  ]);
 
   const handleSave = useCallback(async () => {
     if (!resume) {
@@ -159,7 +163,7 @@ const ResumeGenerator: React.FC<ResumeGeneratorProps> = (props: ResumeGeneratorP
           {tabValue === 'resume' && (
             <>
               <CopyBubble
-                onClick={() => {
+                onClick={(): void => {
                   setSnack('Resume copied to clipboard!');
                 }}
                 sx={{ position: 'absolute', top: 0, right: 0 }}

frontend/src/components/Scrollable.tsx

@@ -1,6 +1,7 @@
+import React from 'react';
 import Box from '@mui/material/Box';
 import { SxProps, Theme } from '@mui/material';
-import { RefObject, useRef, forwardRef, useImperativeHandle } from 'react';
+import { RefObject, useRef, forwardRef } from 'react';
 import { useAutoScrollToBottom } from '../hooks/useAutoScrollToBottom';
 
 interface ScrollableProps {
@@ -9,27 +10,17 @@ interface ScrollableProps {
   autoscroll?: boolean;
   textFieldRef?: RefObject<HTMLElement | null>; // Reference to the element that triggers auto-scroll
   fallbackThreshold?: number;
-  contentUpdateTrigger?: any;
   className?: string;
 }
 
 const Scrollable = forwardRef((props: ScrollableProps, ref) => {
-  const {
+  const { sx, className, children, autoscroll, textFieldRef, fallbackThreshold = 0.33 } = props;
-    sx,
-    className,
-    children,
-    autoscroll,
-    textFieldRef,
-    fallbackThreshold = 0.33,
-    contentUpdateTrigger,
-  } = props;
   // Create a default ref if textFieldRef is not provided
   const defaultTextFieldRef = useRef<HTMLElement | null>(null);
   const scrollRef = useAutoScrollToBottom(
     textFieldRef ?? defaultTextFieldRef,
     true,
-    fallbackThreshold,
+    fallbackThreshold
-    contentUpdateTrigger
   );
 
   return (
@@ -52,5 +43,5 @@ const Scrollable = forwardRef((props: ScrollableProps, ref) => {
     </Box>
   );
 });
-
+Scrollable.displayName = 'Scrollable';
 export { useAutoScrollToBottom, Scrollable };

frontend/src/components/Snack.tsx

@@ -35,12 +35,15 @@ const Snack = forwardRef<SnackHandle, SnackProps>(({ className, sx }: SnackProps
   );
 
   useImperativeHandle(ref, () => ({
-    setSnack: (message: string, severity?: SeverityType) => {
+    setSnack: (message: string, severity?: SeverityType): void => {
       setSnack(message, severity);
     },
   }));
 
-  const handleSnackClose = (event: React.SyntheticEvent | Event, reason?: SnackbarCloseReason) => {
+  const handleSnackClose = (
+    event: React.SyntheticEvent | Event,
+    reason?: SnackbarCloseReason
+  ): void => {
     if (reason === 'clickaway') {
       return;
     }
@@ -62,7 +65,7 @@ const Snack = forwardRef<SnackHandle, SnackProps>(({ className, sx }: SnackProps
     </Snackbar>
   );
 });
-
+Snack.displayName = 'Snack';
 export type { SeverityType, SetSnackType };
 
 export { Snack };

frontend/src/components/StyledMarkdown.tsx

@@ -1,8 +1,8 @@
-import React from 'react';
+import React, { JSX } from 'react';
-import { MuiMarkdown } from 'mui-markdown';
+import { MuiMarkdown, Overrides } from 'mui-markdown';
 import { useTheme } from '@mui/material/styles';
 import { Link } from '@mui/material';
-import { BackstoryQuery, BackstoryQueryInterface } from 'components/BackstoryQuery';
+import { BackstoryQuery } from 'components/BackstoryQuery';
 import Box from '@mui/material/Box';
 import JsonView from '@uiw/react-json-view';
 import { vscodeTheme } from '@uiw/react-json-view/vscode';
@@ -13,7 +13,7 @@ import { GenerateImage } from 'components/GenerateImage';
 
 import './StyledMarkdown.css';
 import { BackstoryElementProps } from './BackstoryTab';
-import { CandidateQuestion, ChatQuery, ChatSession } from 'types/types';
+import { ChatSession } from 'types/types';
 import { ChatSubmitQueryInterface } from 'components/BackstoryQuery';
 
 interface StyledMarkdownProps extends BackstoryElementProps {
@@ -28,21 +28,22 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
   const { className, content, chatSession, submitQuery, sx, streaming } = props;
   const theme = useTheme();
 
-  const overrides: any = {
+  const overrides: Overrides = {
+    /* eslint-disable @typescript-eslint/no-explicit-any */
     p: {
-      component: (element: any) => {
+      component: (element: any): JSX.Element => {
         return <div>{element.children}</div>;
       },
     },
     pre: {
-      component: (element: any) => {
+      component: (element: any): JSX.Element => {
         const { className } = element.children.props;
         const content = element.children?.props?.children || '';
         if (className === 'lang-mermaid' && !streaming) {
           return <Mermaid className="Mermaid" chart={content} />;
         }
         if (className === 'lang-markdown') {
-          return <MuiMarkdown children={content} />;
+          return <MuiMarkdown>{content}</MuiMarkdown>;
         }
         if (className === 'lang-json' && !streaming) {
           try {
@@ -68,7 +69,7 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
                   value={fixed}
                 >
                   <JsonView.String
-                    render={({ children, ...reset }) => {
+                    render={({ children, ...reset }): JSX.Element => {
                       if (typeof children === 'string' && children.match('\n')) {
                         return (
                           <pre
@@ -83,6 +84,7 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
                           </pre>
                         );
                       }
+                      return <></>;
                     }}
                   />
                 </JsonView>
@@ -103,10 +105,11 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
         );
       },
     },
+    /* eslint-enable @typescript-eslint/no-explicit-any */
     a: {
       component: Link,
       props: {
-        onClick: (event: React.MouseEvent<HTMLAnchorElement>) => {
+        onClick: (event: React.MouseEvent<HTMLAnchorElement>): void => {
           const href = event.currentTarget.getAttribute('href');
           console.log('StyledMarkdown onClick:', href);
           if (href) {
@@ -127,14 +130,17 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
         },
       },
     },
+    GenerateImage: {
+      component: (_props: { prompt: string }) => <></>,
+    },
     BackstoryQuery: {
       component: (props: { query: string }) => {
         const queryString = props.query.replace(/(\w+):/g, '"$1":');
         try {
           const query = JSON.parse(queryString);
-          const backstoryQuestion: CandidateQuestion = {
+          // const backstoryQuestion: CandidateQuestion = {
-            question: queryString,
+          //   question: queryString,
-          };
+          // };
 
           return submitQuery ? (
             <BackstoryQuery submitQuery={submitQuery} question={query} />
@@ -151,13 +157,13 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
 
   if (chatSession) {
     overrides.GenerateImage = {
-      component: (props: { prompt: string }) => {
+      component: (props: { prompt: string }): JSX.Element => {
         const prompt = props.prompt.replace(/(\w+):/g, '"$1":');
         try {
           return <GenerateImage {...{ chatSession, prompt }} />;
         } catch (e) {
           console.log('StyledMarkdown error:', prompt, e);
-          return props.prompt;
+          return <>{props.prompt}</>;
         }
       },
     };
@@ -176,7 +182,7 @@ const StyledMarkdown: React.FC<StyledMarkdownProps> = (props: StyledMarkdownProp
         ...sx,
       }}
     >
-      <MuiMarkdown overrides={overrides} children={content} />
+      <MuiMarkdown overrides={overrides}>{content}</MuiMarkdown>
     </Box>
   );
 };

frontend/src/components/VectorVisualizer.tsx

@@ -22,7 +22,7 @@ import './VectorVisualizer.css';
 import { BackstoryPageProps } from './BackstoryTab';
 import { useAuth } from 'hooks/AuthContext';
 import * as Types from 'types/types';
-import { useAppState, useSelectedCandidate } from 'hooks/GlobalContext';
+import { useAppState } from 'hooks/GlobalContext';
 import { useNavigate } from 'react-router-dom';
 
 interface VectorVisualizerProps extends BackstoryPageProps {
@@ -30,12 +30,13 @@ interface VectorVisualizerProps extends BackstoryPageProps {
   rag?: Types.ChromaDBGetResponse;
 }
 
-interface Metadata {
+// interface Metadata {
-  id: string;
+//   id: string;
-  docType: string;
+//   docType: string;
-  content: string;
+//   content: string;
-  distance?: number;
+//   distance?: number;
-}
+// }
+type Metadata = Record<string, string | number>;
 
 const emptyQuerySet: Types.ChromaDBGetResponse = {
   ids: [],
@@ -50,13 +51,21 @@ const emptyQuerySet: Types.ChromaDBGetResponse = {
 };
 
 interface PlotData {
+  name: string;
+  mode: string;
+  type: string;
   x: number[];
   y: number[];
   z?: number[];
-  colors: string[];
   text: string[];
-  sizes: number[];
+  marker: {
+    color: string[];
+    size: number[];
+    symbol: string;
+    opacity: number;
+  };
   customdata: Metadata[];
+  hovertemplate: string;
 }
 
 const config: Partial<Plotly.Config> = {
@@ -184,7 +193,7 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
   const { user, apiClient } = useAuth();
   const { rag, inline, sx } = props;
   const { setSnack } = useAppState();
-  const [plotData, setPlotData] = useState<PlotData | null>(null);
+  const [plotData, setPlotData] = useState<PlotData[] | null>(null);
   const [newQuery, setNewQuery] = useState<string>('');
   const [querySet, setQuerySet] = useState<Types.ChromaDBGetResponse>(rag || emptyQuerySet);
   const [result, setResult] = useState<Types.ChromaDBGetResponse | null>(null);
@@ -206,7 +215,7 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
     if (!boxRef.current) {
       return;
     }
-    const resize = () => {
+    const resize = (): void => {
       requestAnimationFrame(() => {
         const plotContainer = document.querySelector('.plot-container') as HTMLElement;
         const svgContainer = document?.querySelector('.svg-container') as HTMLElement;
@@ -234,7 +243,7 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
     if (result) {
       return;
     }
-    const fetchCollection = async () => {
+    const fetchCollection = async (): Promise<void> => {
       if (!candidate) {
         return;
       }
@@ -248,7 +257,7 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
     };
 
     fetchCollection();
-  }, [result, setSnack, view2D]);
+  }, [result, setSnack, view2D, apiClient, candidate]);
 
   useEffect(() => {
     if (!result || !result.embeddings) return;
@@ -349,7 +358,7 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
     const query_docTypes = query.metadatas.map(m => m.docType || 'unknown');
 
     const has_query = query.metadatas.length > 0;
-    const filtered_sizes = filtered.metadatas.map(m =>
+    const filtered_sizes = filtered.metadatas.map(_m =>
       has_query ? DEFAULT_UNFOCUS_SIZE : DEFAULT_SIZE
     );
     const filtered_colors = filtered_docTypes.map(type => colorMap[type] || '#4d4d4d');
@@ -369,7 +378,7 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
       ? normalizeDimension(query.embeddings.map((v: number[]) => v[2]))
       : undefined;
 
-    const data: any = [
+    const data: PlotData[] = [
       {
         name: 'All data',
         x: filtered_x,
@@ -412,13 +421,13 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
     setPlotData(data);
   }, [result, querySet, view2D]);
 
-  const handleKeyPress = (event: any) => {
+  const handleKeyPress = (event: React.KeyboardEvent<HTMLDivElement>): void => {
     if (event.key === 'Enter') {
       sendQuery(newQuery);
     }
   };
 
-  const sendQuery = async (query: string) => {
+  const sendQuery = async (query: string): Promise<void> => {
     if (!query.trim()) return;
     setNewQuery('');
 
@@ -458,12 +467,19 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
       >
         <div>
           No candidate selected. Please{' '}
-          <Button onClick={() => navigate('/find-a-candidate')}>select a candidate</Button> first.
+          <Button
+            onClick={(): void => {
+              navigate('/find-a-candidate');
+            }}
+          >
+            select a candidate
+          </Button>{' '}
+          first.
         </div>
       </Box>
     );
 
-  const fetchRAGMeta = async (node: Node) => {
+  const fetchRAGMeta = async (node: Node): Promise<void> => {
     try {
       const result = await apiClient.getCandidateRAGContent(node.id);
       const update: Node = {
@@ -478,8 +494,8 @@ const VectorVisualizer: React.FC<VectorVisualizerProps> = (props: VectorVisualiz
     }
   };
 
-  const onNodeSelected = (metadata: any) => {
+  const onNodeSelected = (metadata: Metadata): void => {
-    let node: Node;
+    let node: Partial<Node>;
     console.log(metadata);
     if (metadata.docType === 'query') {
       node = {
@@ -503,7 +519,7 @@ The scatter graph shows the query in N-dimensional space, mapped to ${
           backgroundColor: colorMap[metadata.docType] || '#ff8080',
         },
       };
-      setNode(node);
+      setNode(node as Node);
       return;
     }
 
@@ -513,9 +529,9 @@ The scatter graph shows the query in N-dimensional space, mapped to ${
       emoji: emojiMap[metadata.docType] || '❓',
     };
 
-    setNode(node);
+    setNode(node as Node);
 
-    fetchRAGMeta(node);
+    fetchRAGMeta(node as Node);
   };
 
   return (
@@ -552,7 +568,7 @@ The scatter graph shows the query in N-dimensional space, mapped to ${
               flexGrow: 0,
             }}
             control={<Switch checked={!view2D} />}
-            onChange={() => {
+            onChange={(): void => {
               setView2D(!view2D);
               setResult(null);
             }}
@@ -560,7 +576,7 @@ The scatter graph shows the query in N-dimensional space, mapped to ${
           />
           <Plot
             ref={plotlyRef}
-            onClick={(event: any) => {
+            onClick={(event: { points: { customdata: Metadata }[] }): void => {
               onNodeSelected(event.points[0].customdata);
             }}
             data={plotData}
@@ -775,7 +791,9 @@ The scatter graph shows the query in N-dimensional space, mapped to ${
               fullWidth
               type="text"
               value={newQuery}
-              onChange={e => setNewQuery(e.target.value)}
+              onChange={(e): void => {
+                setNewQuery(e.target.value);
+              }}
               onKeyDown={handleKeyPress}
               placeholder="Enter query to find related documents..."
               id="QueryInput"
@@ -784,7 +802,7 @@ The scatter graph shows the query in N-dimensional space, mapped to ${
               <Button
                 sx={{ m: 1 }}
                 variant="contained"
-                onClick={() => {
+                onClick={(): void => {
                   sendQuery(newQuery);
                 }}
               >

frontend/src/components/layout/BackstoryLayout.tsx

@@ -1,5 +1,5 @@
 // components/layout/BackstoryLayout.tsx
-import React, { ReactElement, useEffect, useState } from 'react';
+import React, { JSX, ReactElement, useEffect, useState } from 'react';
 import { Outlet, useLocation, Routes, Route } from 'react-router-dom';
 import { Box, Container, Paper } from '@mui/material';
 import { useNavigate } from 'react-router-dom';
@@ -8,19 +8,17 @@ import { darken } from '@mui/material/styles';
 import { Header } from 'components/layout/Header';
 import { Scrollable } from 'components/Scrollable';
 import { Footer } from 'components/layout/Footer';
-import { Snack, SetSnackType } from 'components/Snack';
-import { User } from 'types/types';
 import { LoadingComponent } from 'components/LoadingComponent';
-import { AuthProvider, useAuth, ProtectedRoute } from 'hooks/AuthContext';
+import { useAuth } from 'hooks/AuthContext';
-import { useAppState, useSelectedCandidate } from 'hooks/GlobalContext';
 import { getMainNavigationItems, getAllRoutes } from 'config/navigationConfig';
 import { NavigationItem } from 'types/navigation';
+import { ConversationHandle } from 'components/Conversation';
 
 // Legacy type for backward compatibility
 export type NavigationLinkType = {
-  label: ReactElement<any> | string;
+  label: JSX.Element | string;
   path: string;
-  icon?: ReactElement<any>;
+  icon?: JSX.Element | string;
 };
 
 interface BackstoryPageContainerProps {
@@ -28,7 +26,7 @@ interface BackstoryPageContainerProps {
   sx?: SxProps<Theme>;
 }
 
-const BackstoryPageContainer = (props: BackstoryPageContainerProps) => {
+const BackstoryPageContainer = (props: BackstoryPageContainerProps): JSX.Element => {
   const { children, sx } = props;
   return (
     <Container
@@ -76,12 +74,11 @@ const BackstoryPageContainer = (props: BackstoryPageContainerProps) => {
 
 interface BackstoryLayoutProps {
   page: string;
-  chatRef: React.Ref<any>;
+  chatRef: React.Ref<ConversationHandle>;
 }
 
 const BackstoryLayout: React.FC<BackstoryLayoutProps> = (props: BackstoryLayoutProps) => {
   const { page, chatRef } = props;
-  const { setSnack } = useAppState();
   const navigate = useNavigate();
   const location = useLocation();
   const { guest, user } = useAuth();
@@ -93,7 +90,7 @@ const BackstoryLayout: React.FC<BackstoryLayoutProps> = (props: BackstoryLayoutP
   }, [user]);
 
   // Generate dynamic routes from navigation config
-  const generateRoutes = () => {
+  const generateRoutes = (): React.ReactNode | null => {
     if (!guest && !user) return null;
 
     const userType = user?.userType || null;

frontend/src/components/layout/BackstoryRoutes.tsx

@@ -7,7 +7,6 @@ import { ConversationHandle } from '../Conversation';
 import { User } from 'types/types';
 import { getAllRoutes } from 'config/navigationConfig';
 import { NavigationItem } from 'types/navigation';
-import { useAppState } from 'hooks/GlobalContext';
 
 interface BackstoryDynamicRoutesProps extends BackstoryPageProps {
   chatRef: Ref<ConversationHandle>;

frontend/src/components/layout/Footer.tsx

@@ -1,4 +1,4 @@
-import React from 'react';
+import React, { JSX } from 'react';
 import {
   Paper,
   Box,
@@ -13,11 +13,11 @@ import {
 } from '@mui/material';
 import { styled, useTheme } from '@mui/material/styles';
 import {
-  Facebook,
+  // Facebook,
-  Twitter,
+  // Twitter,
   LinkedIn,
-  Instagram,
+  // Instagram,
-  YouTube,
+  // YouTube,
   Email,
   LocationOn,
   Copyright,
@@ -56,7 +56,7 @@ const ContactItem = styled(Box)(({ theme }) => ({
 }));
 
 // Footer component
-const Footer = () => {
+const Footer = (): JSX.Element => {
   const theme = useTheme();
   const isMobile = useMediaQuery(theme.breakpoints.down('md'));
   const currentYear = new Date().getFullYear();
@@ -125,9 +125,9 @@ const Footer = () => {
                       color: theme.palette.action.active,
                     },
                   }}
-                  onClick={() =>
+                  onClick={(): void => {
-                    window.open('https://www.linkedin.com/in/james-ketrenos/', '_blank')
+                    window.open('https://www.linkedin.com/in/james-ketrenos/', '_blank');
-                  }
+                  }}
                 >
                   <LinkedIn />
                 </IconButton>

frontend/src/hooks/useAutoScrollToBottom.tsx

@@ -108,7 +108,6 @@ const useAutoScrollToBottom = (
   scrollToRef: RefObject<HTMLElement | null>,
   smooth = true,
   fallbackThreshold = 0.33,
-  contentUpdateTrigger?: any
 ): RefObject<HTMLDivElement | null> => {
   const containerRef = useRef<HTMLDivElement | null>(null);
   const lastScrollTop = useRef(0);
@@ -243,7 +242,7 @@ const useAutoScrollToBottom = (
       }
       if (scrollTimeout.current) clearTimeout(scrollTimeout.current);
     };
-  }, [smooth, scrollToRef, fallbackThreshold, contentUpdateTrigger, checkAndScrollToBottom]);
+  }, [smooth, scrollToRef, fallbackThreshold, checkAndScrollToBottom]);
 
   // Observe container and TextField size, plus DOM changes
   useResizeObserverAndMutationObserver(containerRef, scrollToRef, checkAndScrollToBottom);

frontend/src/types/types.ts

@@ -1,137 +1,89 @@
 // Generated TypeScript types from Pydantic models
 // Source: src/backend/models.py
-// Generated on: 2025-06-13T18:33:37.696910
+// Generated on: 2025-06-18T22:54:34.823060
 // DO NOT EDIT MANUALLY - This file is auto-generated
 
 // ============================
 // Enums
 // ============================
 
-export type AIModelType = 'qwen2.5' | 'flux-schnell';
+export type AIModelType = "qwen2.5" | "flux-schnell";
 
-export type ActivityType =
+export type ActivityType = "login" | "search" | "view_job" | "apply_job" | "message" | "update_profile" | "chat";
-  | 'login'
-  | 'search'
-  | 'view_job'
-  | 'apply_job'
-  | 'message'
-  | 'update_profile'
-  | 'chat';
 
-export type ApiActivityType =
+export type ApiActivityType = "system" | "info" | "searching" | "thinking" | "generating" | "converting" | "generating_image" | "tooling" | "heartbeat";
-  | 'system'
-  | 'info'
-  | 'searching'
-  | 'thinking'
-  | 'generating'
-  | 'converting'
-  | 'generating_image'
-  | 'tooling'
-  | 'heartbeat';
 
-export type ApiMessageType = 'binary' | 'text' | 'json';
+export type ApiMessageType = "binary" | "text" | "json";
 
-export type ApiStatusType = 'streaming' | 'status' | 'done' | 'error';
+export type ApiStatusType = "streaming" | "status" | "done" | "error";
 
-export type ApplicationStatus =
+export type ApplicationStatus = "applied" | "reviewing" | "interview" | "offer" | "rejected" | "accepted" | "withdrawn";
-  | 'applied'
-  | 'reviewing'
-  | 'interview'
-  | 'offer'
-  | 'rejected'
-  | 'accepted'
-  | 'withdrawn';
 
-export type ChatContextType =
+export type ChatContextType = "job_search" | "job_requirements" | "candidate_chat" | "interview_prep" | "resume_review" | "general" | "generate_persona" | "generate_profile" | "generate_resume" | "generate_image" | "rag_search" | "skill_match";
-  | 'job_search'
-  | 'job_requirements'
-  | 'candidate_chat'
-  | 'interview_prep'
-  | 'resume_review'
-  | 'general'
-  | 'generate_persona'
-  | 'generate_profile'
-  | 'generate_resume'
-  | 'generate_image'
-  | 'rag_search'
-  | 'skill_match';
 
-export type ChatSenderType = 'user' | 'assistant' | 'system' | 'information' | 'warning' | 'error';
+export type ChatSenderType = "user" | "assistant" | "system" | "information" | "warning" | "error";
 
-export type ColorBlindMode = 'protanopia' | 'deuteranopia' | 'tritanopia' | 'none';
+export type ColorBlindMode = "protanopia" | "deuteranopia" | "tritanopia" | "none";
 
-export type DataSourceType = 'document' | 'website' | 'api' | 'database' | 'internal';
+export type DataSourceType = "document" | "website" | "api" | "database" | "internal";
 
-export type DocumentType = 'pdf' | 'docx' | 'txt' | 'markdown' | 'image';
+export type DocumentType = "pdf" | "docx" | "txt" | "markdown" | "image";
 
-export type EmploymentType = 'full-time' | 'part-time' | 'contract' | 'internship' | 'freelance';
+export type EmploymentType = "full-time" | "part-time" | "contract" | "internship" | "freelance";
 
-export type FontSize = 'small' | 'medium' | 'large';
+export type FontSize = "small" | "medium" | "large";
 
-export type InterviewRecommendation = 'strong_hire' | 'hire' | 'no_hire' | 'strong_no_hire';
+export type InterviewRecommendation = "strong_hire" | "hire" | "no_hire" | "strong_no_hire";
 
-export type InterviewType = 'phone' | 'video' | 'onsite' | 'technical' | 'behavioral';
+export type InterviewType = "phone" | "video" | "onsite" | "technical" | "behavioral";
 
-export type LanguageProficiency = 'basic' | 'conversational' | 'fluent' | 'native';
+export type LanguageProficiency = "basic" | "conversational" | "fluent" | "native";
 
-export type MFAMethod = 'app' | 'sms' | 'email';
+export type MFAMethod = "app" | "sms" | "email";
 
-export type NotificationType = 'email' | 'push' | 'in_app';
+export type NotificationType = "email" | "push" | "in_app";
 
-export type ProcessingStepType =
+export type ProcessingStepType = "extract" | "transform" | "chunk" | "embed" | "filter" | "summarize";
-  | 'extract'
-  | 'transform'
-  | 'chunk'
-  | 'embed'
-  | 'filter'
-  | 'summarize';
 
-export type SalaryPeriod = 'hour' | 'day' | 'month' | 'year';
+export type SalaryPeriod = "hour" | "day" | "month" | "year";
 
-export type SearchType = 'similarity' | 'mmr' | 'hybrid' | 'keyword';
+export type SearchType = "similarity" | "mmr" | "hybrid" | "keyword";
 
-export type SkillLevel = 'beginner' | 'intermediate' | 'advanced' | 'expert';
+export type SkillLevel = "beginner" | "intermediate" | "advanced" | "expert";
 
-export type SkillStatus = 'pending' | 'complete' | 'waiting' | 'error';
+export type SkillStatus = "pending" | "complete" | "waiting" | "error";
 
-export type SkillStrength = 'strong' | 'moderate' | 'weak' | 'none';
+export type SkillStrength = "strong" | "moderate" | "weak" | "none";
 
-export type SocialPlatform =
+export type SocialPlatform = "linkedin" | "twitter" | "github" | "dribbble" | "behance" | "website" | "other";
-  | 'linkedin'
-  | 'twitter'
-  | 'github'
-  | 'dribbble'
-  | 'behance'
-  | 'website'
-  | 'other';
 
-export type SortOrder = 'asc' | 'desc';
+export type SortOrder = "asc" | "desc";
 
-export type ThemePreference = 'light' | 'dark' | 'system';
+export type ThemePreference = "light" | "dark" | "system";
 
-export type UserGender = 'female' | 'male';
+export type UserGender = "female" | "male";
 
-export type UserStatus = 'active' | 'inactive' | 'pending' | 'banned';
+export type UserStatus = "active" | "inactive" | "pending" | "banned";
 
-export type UserType = 'candidate' | 'employer' | 'guest';
+export type UserType = "candidate" | "employer" | "guest";
 
-export type VectorStoreType = 'chroma';
+export type VectorStoreType = "chroma";
 
 // ============================
 // Interfaces
 // ============================
 
 export interface AccessibilitySettings {
-  fontSize: 'small' | 'medium' | 'large';
+  fontSize: "small" | "medium" | "large";
   highContrast: boolean;
   reduceMotion: boolean;
   screenReader: boolean;
-  colorBlindMode?: 'protanopia' | 'deuteranopia' | 'tritanopia' | 'none';
+  colorBlindMode?: "protanopia" | "deuteranopia" | "tritanopia" | "none";
 }
 
 export interface Analytics {
   id?: string;
-  entityType: 'job' | 'candidate' | 'chat' | 'system' | 'employer';
+  entityType: "job" | "candidate" | "chat" | "system" | "employer";
   entityId: string;
   metricType: string;
   value: number;
@@ -144,8 +96,8 @@ export interface ApiMessage {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
 }
 
@@ -157,7 +109,7 @@ export interface ApiResponse {
 }
 
 export interface ApplicationDecision {
-  status: 'accepted' | 'rejected';
+  status: "accepted" | "rejected";
   reason?: string;
   date: Date;
   by: string;
@@ -193,14 +145,14 @@ export interface Authentication {
   resetPasswordExpiry?: Date;
   lastPasswordChange: Date;
   mfaEnabled: boolean;
-  mfaMethod?: 'app' | 'sms' | 'email';
+  mfaMethod?: "app" | "sms" | "email";
   mfaSecret?: string;
   loginAttempts: number;
   lockedUntil?: Date;
 }
 
 export interface BaseUser {
-  userType: 'candidate' | 'employer' | 'guest';
+  userType: "candidate" | "employer" | "guest";
   id?: string;
   lastActivity?: Date;
   email: string;
@@ -213,18 +165,18 @@ export interface BaseUser {
   updatedAt?: Date;
   lastLogin?: Date;
   profileImage?: string;
-  status: 'active' | 'inactive' | 'pending' | 'banned';
+  status: "active" | "inactive" | "pending" | "banned";
   isAdmin: boolean;
 }
 
 export interface BaseUserWithType {
-  userType: 'candidate' | 'employer' | 'guest';
+  userType: "candidate" | "employer" | "guest";
   id?: string;
   lastActivity?: Date;
 }
 
 export interface Candidate {
-  userType: 'candidate' | 'employer' | 'guest';
+  userType: "candidate" | "employer" | "guest";
   id?: string;
   lastActivity?: Date;
   email: string;
@@ -237,7 +189,7 @@ export interface Candidate {
   updatedAt?: Date;
   lastLogin?: Date;
   profileImage?: string;
-  status: 'active' | 'inactive' | 'pending' | 'banned';
+  status: "active" | "inactive" | "pending" | "banned";
   isAdmin: boolean;
   username: string;
   description?: string;
@@ -246,7 +198,7 @@ export interface Candidate {
   experience?: Array<WorkExperience>;
   questions?: Array<CandidateQuestion>;
   education?: Array<Education>;
-  preferredJobTypes?: Array<'full-time' | 'part-time' | 'contract' | 'internship' | 'freelance'>;
+  preferredJobTypes?: Array<"full-time" | "part-time" | "contract" | "internship" | "freelance">;
   desiredSalary?: DesiredSalary;
   availabilityDate?: Date;
   summary?: string;
@@ -259,7 +211,7 @@ export interface Candidate {
 }
 
 export interface CandidateAI {
-  userType: 'candidate' | 'employer' | 'guest';
+  userType: "candidate" | "employer" | "guest";
   id?: string;
   lastActivity?: Date;
   email: string;
@@ -272,7 +224,7 @@ export interface CandidateAI {
   updatedAt?: Date;
   lastLogin?: Date;
   profileImage?: string;
-  status: 'active' | 'inactive' | 'pending' | 'banned';
+  status: "active" | "inactive" | "pending" | "banned";
   isAdmin: boolean;
   username: string;
   description?: string;
@@ -281,7 +233,7 @@ export interface CandidateAI {
   experience?: Array<WorkExperience>;
   questions?: Array<CandidateQuestion>;
   education?: Array<Education>;
-  preferredJobTypes?: Array<'full-time' | 'part-time' | 'contract' | 'internship' | 'freelance'>;
+  preferredJobTypes?: Array<"full-time" | "part-time" | "contract" | "internship" | "freelance">;
   desiredSalary?: DesiredSalary;
   availabilityDate?: Date;
   summary?: string;
@@ -293,7 +245,7 @@ export interface CandidateAI {
   isPublic: boolean;
   isAI: boolean;
   age?: number;
-  gender?: 'female' | 'male';
+  gender?: "female" | "male";
   ethnicity?: string;
 }
 
@@ -332,21 +284,9 @@ export interface Certification {
 }
 
 export interface ChatContext {
-  type:
+  type: "job_search" | "job_requirements" | "candidate_chat" | "interview_prep" | "resume_review" | "general" | "generate_persona" | "generate_profile" | "generate_resume" | "generate_image" | "rag_search" | "skill_match";
-    | 'job_search'
-    | 'job_requirements'
-    | 'candidate_chat'
-    | 'interview_prep'
-    | 'resume_review'
-    | 'general'
-    | 'generate_persona'
-    | 'generate_profile'
-    | 'generate_resume'
-    | 'generate_image'
-    | 'rag_search'
-    | 'skill_match';
   relatedEntityId?: string;
-  relatedEntityType?: 'job' | 'candidate' | 'employer';
+  relatedEntityType?: "job" | "candidate" | "employer";
   additionalContext?: Record<string, any>;
 }
 
@@ -354,10 +294,10 @@ export interface ChatMessage {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
-  role: 'user' | 'assistant' | 'system' | 'information' | 'warning' | 'error';
+  role: "user" | "assistant" | "system" | "information" | "warning" | "error";
   content: string;
   tunables?: Tunables;
   metadata: ChatMessageMetaData;
@@ -367,14 +307,14 @@ export interface ChatMessageError {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
   content: string;
 }
 
 export interface ChatMessageMetaData {
-  model: 'qwen2.5' | 'flux-schnell';
+  model: "qwen2.5" | "flux-schnell";
   temperature: number;
   maxTokens: number;
   topP: number;
@@ -388,7 +328,7 @@ export interface ChatMessageMetaData {
   promptEvalCount: number;
   promptEvalDuration: number;
   options?: ChatOptions;
-  tools?: Record<string, any>;
+  tools?: Tool;
   timers?: Record<string, number>;
 }
 
@@ -396,8 +336,8 @@ export interface ChatMessageRagSearch {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
   dimensions: number;
   content: Array<ChromaDBGetResponse>;
@@ -407,10 +347,10 @@ export interface ChatMessageResume {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
-  role: 'user' | 'assistant' | 'system' | 'information' | 'warning' | 'error';
+  role: "user" | "assistant" | "system" | "information" | "warning" | "error";
   content: string;
   tunables?: Tunables;
   metadata: ChatMessageMetaData;
@@ -423,10 +363,10 @@ export interface ChatMessageSkillAssessment {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
-  role: 'user' | 'assistant' | 'system' | 'information' | 'warning' | 'error';
+  role: "user" | "assistant" | "system" | "information" | "warning" | "error";
   content: string;
   tunables?: Tunables;
   metadata: ChatMessageMetaData;
@@ -437,19 +377,10 @@ export interface ChatMessageStatus {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
-  activity:
+  activity: "system" | "info" | "searching" | "thinking" | "generating" | "converting" | "generating_image" | "tooling" | "heartbeat";
-    | 'system'
-    | 'info'
-    | 'searching'
-    | 'thinking'
-    | 'generating'
-    | 'converting'
-    | 'generating_image'
-    | 'tooling'
-    | 'heartbeat';
   content: any;
 }
 
@@ -457,8 +388,8 @@ export interface ChatMessageStreaming {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
   content: string;
 }
@@ -467,10 +398,10 @@ export interface ChatMessageUser {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
-  role: 'user' | 'assistant' | 'system' | 'information' | 'warning' | 'error';
+  role: "user" | "assistant" | "system" | "information" | "warning" | "error";
   content: string;
   tunables?: Tunables;
 }
@@ -490,6 +421,7 @@ export interface ChatQuery {
 export interface ChatSession {
   id?: string;
   userId?: string;
+  guestId?: string;
   createdAt?: Date;
   lastActivity?: Date;
   title?: string;
@@ -543,12 +475,12 @@ export interface DataSourceConfiguration {
   id?: string;
   ragConfigId: string;
   name: string;
-  sourceType: 'document' | 'website' | 'api' | 'database' | 'internal';
+  sourceType: "document" | "website" | "api" | "database" | "internal";
   connectionDetails: Record<string, any>;
   processingPipeline: Array<ProcessingStep>;
   refreshSchedule?: string;
   lastRefreshed?: Date;
-  status: 'active' | 'pending' | 'error' | 'processing';
+  status: "active" | "pending" | "error" | "processing";
   errorDetails?: string;
   metadata?: Record<string, any>;
 }
@@ -556,7 +488,7 @@ export interface DataSourceConfiguration {
 export interface DesiredSalary {
   amount: number;
   currency: string;
-  period: 'hour' | 'day' | 'month' | 'year';
+  period: "hour" | "day" | "month" | "year";
 }
 
 export interface Document {
@@ -564,7 +496,7 @@ export interface Document {
   ownerId: string;
   filename: string;
   originalName: string;
-  type: 'pdf' | 'docx' | 'txt' | 'markdown' | 'image';
+  type: "pdf" | "docx" | "txt" | "markdown" | "image";
   size: number;
   uploadDate?: Date;
   options?: DocumentOptions;
@@ -574,7 +506,7 @@ export interface Document {
 export interface DocumentContentResponse {
   documentId: string;
   filename: string;
-  type: 'pdf' | 'docx' | 'txt' | 'markdown' | 'image';
+  type: "pdf" | "docx" | "txt" | "markdown" | "image";
   content: string;
   size: number;
 }
@@ -588,8 +520,8 @@ export interface DocumentMessage {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
   document: Document;
   content?: string;
@@ -631,7 +563,7 @@ export interface EmailVerificationRequest {
 }
 
 export interface Employer {
-  userType: 'candidate' | 'employer' | 'guest';
+  userType: "candidate" | "employer" | "guest";
   id?: string;
   lastActivity?: Date;
   email: string;
@@ -644,7 +576,7 @@ export interface Employer {
   updatedAt?: Date;
   lastLogin?: Date;
   profileImage?: string;
-  status: 'active' | 'inactive' | 'pending' | 'banned';
+  status: "active" | "inactive" | "pending" | "banned";
   isAdmin: boolean;
   companyName: string;
   industry: string;
@@ -684,7 +616,7 @@ export interface GPUInfo {
 }
 
 export interface Guest {
-  userType: 'candidate' | 'employer' | 'guest';
+  userType: "candidate" | "employer" | "guest";
   id?: string;
   lastActivity?: Date;
   email: string;
@@ -697,7 +629,7 @@ export interface Guest {
   updatedAt?: Date;
   lastLogin?: Date;
   profileImage?: string;
-  status: 'active' | 'inactive' | 'pending' | 'banned';
+  status: "active" | "inactive" | "pending" | "banned";
   isAdmin: boolean;
   sessionId: string;
   username: string;
@@ -713,7 +645,7 @@ export interface GuestCleanupRequest {
 }
 
 export interface GuestConversionRequest {
-  accountType: 'candidate' | 'employer';
+  accountType: "candidate" | "employer";
   email: string;
   username: string;
   password: string;
@@ -732,7 +664,7 @@ export interface GuestSessionResponse {
   refreshToken: string;
   user: Guest;
   expiresAt: number;
-  userType: 'guest';
+  userType: "guest";
   isGuest: boolean;
 }
 
@@ -754,7 +686,7 @@ export interface InterviewFeedback {
   overallScore: number;
   strengths: Array<string>;
   weaknesses: Array<string>;
-  recommendation: 'strong_hire' | 'hire' | 'no_hire' | 'strong_no_hire';
+  recommendation: "strong_hire" | "hire" | "no_hire" | "strong_no_hire";
   comments: string;
   createdAt?: Date;
   updatedAt?: Date;
@@ -767,19 +699,19 @@ export interface InterviewSchedule {
   applicationId: string;
   scheduledDate: Date;
   endDate: Date;
-  interviewType: 'phone' | 'video' | 'onsite' | 'technical' | 'behavioral';
+  interviewType: "phone" | "video" | "onsite" | "technical" | "behavioral";
   interviewers: Array<string>;
   location?: string | Location;
   notes?: string;
   feedback?: InterviewFeedback;
-  status: 'scheduled' | 'completed' | 'cancelled' | 'rescheduled';
+  status: "scheduled" | "completed" | "cancelled" | "rescheduled";
   meetingLink?: string;
 }
 
 export interface Job {
   id?: string;
   ownerId: string;
-  ownerType: 'candidate' | 'employer' | 'guest';
+  ownerType: "candidate" | "employer" | "guest";
   owner?: BaseUser;
   title?: string;
   summary?: string;
@@ -795,7 +727,7 @@ export interface JobApplication {
   id?: string;
   jobId: string;
   candidateId: string;
-  status: 'applied' | 'reviewing' | 'interview' | 'offer' | 'rejected' | 'accepted' | 'withdrawn';
+  status: "applied" | "reviewing" | "interview" | "offer" | "rejected" | "accepted" | "withdrawn";
   appliedDate: Date;
   updatedDate: Date;
   resumeVersion: string;
@@ -810,7 +742,7 @@ export interface JobApplication {
 export interface JobDetails {
   location: Location;
   salaryRange?: SalaryRange;
-  employmentType: 'full-time' | 'part-time' | 'contract' | 'internship' | 'freelance';
+  employmentType: "full-time" | "part-time" | "contract" | "internship" | "freelance";
   datePosted?: Date;
   applicationDeadline?: Date;
   isActive: boolean;
@@ -846,8 +778,8 @@ export interface JobRequirementsMessage {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
   job: Job;
 }
@@ -861,7 +793,7 @@ export interface JobResponse {
 
 export interface Language {
   language: string;
-  proficiency: 'basic' | 'conversational' | 'fluent' | 'native';
+  proficiency: "basic" | "conversational" | "fluent" | "native";
 }
 
 export interface Location {
@@ -916,7 +848,7 @@ export interface MessageReaction {
 }
 
 export interface NotificationPreference {
-  type: 'email' | 'push' | 'in_app';
+  type: "email" | "push" | "in_app";
   events: Array<string>;
   isEnabled: boolean;
 }
@@ -925,7 +857,7 @@ export interface PaginatedRequest {
   page: number;
   limit: number;
   sortBy?: string;
-  sortOrder?: 'asc' | 'desc';
+  sortOrder?: "asc" | "desc";
   filters?: Record<string, any>;
 }
 
@@ -947,7 +879,7 @@ export interface PointOfContact {
 
 export interface ProcessingStep {
   id?: string;
-  type: 'extract' | 'transform' | 'chunk' | 'embed' | 'filter' | 'summarize';
+  type: "extract" | "transform" | "chunk" | "embed" | "filter" | "summarize";
   parameters: Record<string, any>;
   order: number;
   dependsOn?: Array<string>;
@@ -960,7 +892,7 @@ export interface RAGConfiguration {
   description?: string;
   dataSourceConfigurations: Array<DataSourceConfiguration>;
   embeddingModel: string;
-  vectorStoreType: 'chroma';
+  vectorStoreType: "chroma";
   retrievalParameters: RetrievalParameters;
   createdAt?: Date;
   updatedAt?: Date;
@@ -968,6 +900,10 @@ export interface RAGConfiguration {
   isActive: boolean;
 }
 
+export interface RAGDocumentRequest {
+  id: string;
+}
+
 export interface RagContentMetadata {
   sourceFile: string;
   lineBegin: number;
@@ -1050,17 +986,17 @@ export interface ResumeMessage {
   id?: string;
   sessionId: string;
   senderId?: string;
-  status: 'streaming' | 'status' | 'done' | 'error';
+  status: "streaming" | "status" | "done" | "error";
-  type: 'binary' | 'text' | 'json';
+  type: "binary" | "text" | "json";
   timestamp?: Date;
-  role: 'user' | 'assistant' | 'system' | 'information' | 'warning' | 'error';
+  role: "user" | "assistant" | "system" | "information" | "warning" | "error";
   content: string;
   tunables?: Tunables;
   resume: Resume;
 }
 
 export interface RetrievalParameters {
-  searchType: 'similarity' | 'mmr' | 'hybrid' | 'keyword';
+  searchType: "similarity" | "mmr" | "hybrid" | "keyword";
   topK: number;
   similarityThreshold?: number;
   rerankerModel?: string;
@@ -1073,7 +1009,7 @@ export interface SalaryRange {
   min: number;
   max: number;
   currency: string;
-  period: 'hour' | 'day' | 'month' | 'year';
+  period: "hour" | "day" | "month" | "year";
   isVisible: boolean;
 }
 
@@ -1083,14 +1019,14 @@ export interface SearchQuery {
   page: number;
   limit: number;
   sortBy?: string;
-  sortOrder?: 'asc' | 'desc';
+  sortOrder?: "asc" | "desc";
 }
 
 export interface Skill {
   id?: string;
   name: string;
   category: string;
-  level: 'beginner' | 'intermediate' | 'advanced' | 'expert';
+  level: "beginner" | "intermediate" | "advanced" | "expert";
   yearsOfExperience?: number;
 }
 
@@ -1099,7 +1035,7 @@ export interface SkillAssessment {
   skill: string;
   skillModified?: string;
   evidenceFound: boolean;
-  evidenceStrength: 'strong' | 'moderate' | 'weak' | 'none';
+  evidenceStrength: "strong" | "moderate" | "weak" | "none";
   assessment: string;
   description: string;
   evidenceDetails?: Array<EvidenceDetail>;
@@ -1109,7 +1045,7 @@ export interface SkillAssessment {
 }
 
 export interface SocialLink {
-  platform: 'linkedin' | 'twitter' | 'github' | 'dribbble' | 'behance' | 'website' | 'other';
+  platform: "linkedin" | "twitter" | "github" | "dribbble" | "behance" | "website" | "other";
   url: string;
 }
 
@@ -1122,6 +1058,18 @@ export interface SystemInfo {
   maxContextLength: number;
 }
 
+export interface Tool {
+  toolCalls: Array<Record<string, string>>;
+  messages?: Array<any>;
+  available?: Array<string>;
+  toolName: string;
+}
+
+export interface ToolCall {
+  name: string;
+  content: string;
+}
+
 export interface Tunables {
   enableRAG: boolean;
   enableTools: boolean;
@@ -1132,14 +1080,7 @@ export interface UserActivity {
   id?: string;
   userId?: string;
   guestId?: string;
-  activityType:
+  activityType: "login" | "search" | "view_job" | "apply_job" | "message" | "update_profile" | "chat";
-    | 'login'
-    | 'search'
-    | 'view_job'
-    | 'apply_job'
-    | 'message'
-    | 'update_profile'
-    | 'chat';
   timestamp: Date;
   metadata: Record<string, any>;
   ipAddress?: string;
@@ -1149,13 +1090,13 @@ export interface UserActivity {
 
 export interface UserPreference {
   userId: string;
-  theme: 'light' | 'dark' | 'system';
+  theme: "light" | "dark" | "system";
   notifications: Array<NotificationPreference>;
   accessibility: AccessibilitySettings;
   dashboardLayout?: Record<string, any>;
   language: string;
   timezone: string;
-  emailFrequency: 'immediate' | 'daily' | 'weekly' | 'never';
+  emailFrequency: "immediate" | "daily" | "weekly" | "never";
 }
 
 export interface WorkExperience {
@@ -1320,13 +1261,9 @@ export function convertCandidateFromApi(data: any): Candidate {
     // Convert nested Education model
     education: data.education ? convertEducationFromApi(data.education) : undefined,
     // Convert nested Certification model
-    certifications: data.certifications
+    certifications: data.certifications ? convertCertificationFromApi(data.certifications) : undefined,
-      ? convertCertificationFromApi(data.certifications)
-      : undefined,
     // Convert nested JobApplication model
-    jobApplications: data.jobApplications
+    jobApplications: data.jobApplications ? convertJobApplicationFromApi(data.jobApplications) : undefined,
-      ? convertJobApplicationFromApi(data.jobApplications)
-      : undefined,
   };
 }
 /**
@@ -1354,9 +1291,7 @@ export function convertCandidateAIFromApi(data: any): CandidateAI {
     // Convert nested Education model
     education: data.education ? convertEducationFromApi(data.education) : undefined,
     // Convert nested Certification model
-    certifications: data.certifications
+    certifications: data.certifications ? convertCertificationFromApi(data.certifications) : undefined,
-      ? convertCertificationFromApi(data.certifications)
-      : undefined,
   };
 }
 /**
@@ -1687,9 +1622,7 @@ export function convertInterviewFeedbackFromApi(data: any): InterviewFeedback {
     // Convert updatedAt from ISO string to Date
     updatedAt: data.updatedAt ? new Date(data.updatedAt) : undefined,
     // Convert nested SkillAssessment model
-    skillAssessments: data.skillAssessments
+    skillAssessments: data.skillAssessments ? convertSkillAssessmentFromApi(data.skillAssessments) : undefined,
-      ? convertSkillAssessmentFromApi(data.skillAssessments)
-      : undefined,
   };
 }
 /**
@@ -1745,9 +1678,7 @@ export function convertJobApplicationFromApi(data: any): JobApplication {
     // Convert updatedDate from ISO string to Date
     updatedDate: new Date(data.updatedDate),
     // Convert nested InterviewSchedule model
-    interviewSchedules: data.interviewSchedules
+    interviewSchedules: data.interviewSchedules ? convertInterviewScheduleFromApi(data.interviewSchedules) : undefined,
-      ? convertInterviewScheduleFromApi(data.interviewSchedules)
-      : undefined,
     // Convert nested ApplicationDecision model
     decision: data.decision ? convertApplicationDecisionFromApi(data.decision) : undefined,
   };
@@ -1839,9 +1770,7 @@ export function convertRAGConfigurationFromApi(data: any): RAGConfiguration {
     // Convert updatedAt from ISO string to Date
     updatedAt: data.updatedAt ? new Date(data.updatedAt) : undefined,
     // Convert nested DataSourceConfiguration model
-    dataSourceConfigurations: data.dataSourceConfigurations.map((item: any) =>
+    dataSourceConfigurations: data.dataSourceConfigurations.map((item: any) => convertDataSourceConfigurationFromApi(item)),
-      convertDataSourceConfigurationFromApi(item)
-    ),
   };
 }
 /**
@@ -2090,4 +2019,4 @@ export function convertArrayFromApi<T>(data: any[], modelType: string): T[] {
 export type User = Candidate | Employer;
 
 // Export all types
-export type {};
+export type { };

src/backend/agents/base.py

@@ -16,17 +16,10 @@ from datetime import datetime, UTC
 from prometheus_client import CollectorRegistry  # type: ignore
 import numpy as np  # type: ignore
 import json_extractor as json_extractor
-from pydantic import BaseModel, Field  # type: ignore
 from uuid import uuid4
-from typing import List, Optional, ClassVar, Any, Literal
 
-from datetime import datetime, UTC
-import numpy as np  # type: ignore
 
-from uuid import uuid4
-from prometheus_client import CollectorRegistry  # type: ignore
 import os
-import re
 from pathlib import Path
 
 from rag import start_file_watcher, ChromaDBFileWatcher
@@ -56,21 +49,10 @@ from models import (
     ChatMessageStatus,
     ChatMessageStreaming,
     LLMMessage,
-    ChatMessage,
     ChatOptions,
-    ChatMessageUser,
-    Tunables,
-    ApiStatusType,
-    ChatMessageMetaData,
-    Candidate,
 )
-from logger import logger
-import defines
 from .registry import agent_registry
 
-from models import ChromaDBGetResponse
-
-
 class CandidateEntity(Candidate):
     model_config = {"arbitrary_types_allowed": True}  # Allow ChromaDBFileWatcher, etc
 

src/backend/models.py

@@ -1034,6 +1034,18 @@ class DocumentMessage(ApiMessage):
     converted: bool = Field(False, alias=str("converted"))
     model_config = ConfigDict(populate_by_name=True)
 
+class ToolCall(BaseModel):
+    name: str
+    content: str
+    model_config = ConfigDict(populate_by_name=True)
+
+class Tool(BaseModel):
+    # generate-types doesn't support nested-nested 
+    tool_calls: List[dict[str, str]] = Field(default=[], alias=str("toolCalls"))
+    messages: List[LLMMessage] = Field(default_factory=list)
+    available: List[str] = Field(default_factory=list)
+    tool_name: str = Field(..., alias=str("toolName"))
+    model_config = ConfigDict(populate_by_name=True)
 
 class ChatMessageMetaData(BaseModel):
     model: AIModelType = AIModelType.QWEN2_5
@@ -1050,7 +1062,7 @@ class ChatMessageMetaData(BaseModel):
     prompt_eval_count: int = 0
     prompt_eval_duration: int = 0
     options: Optional[ChatOptions] = None
-    tools: Dict[str, Any] = Field(default_factory=dict)
+    tools: Optional[Tool] = None
     timers: Dict[str, float] = Field(default_factory=dict)
     model_config = ConfigDict(populate_by_name=True)