Added chat/resume

Dockerfile

@@ -594,68 +594,68 @@ ENV PATH=/opt/backstory:$PATH
 ENTRYPOINT [ "/entrypoint.sh" ]
 
 
-FROM ubuntu:24.04 AS ollama-ov-server
+# FROM ubuntu:24.04 AS ollama-ov-server
 
-SHELL ["/bin/bash", "-c"]
+# SHELL ["/bin/bash", "-c"]
 
-RUN apt-get update && apt install -y software-properties-common libtbb-dev
+# RUN apt-get update && apt install -y software-properties-common libtbb-dev
-RUN add-apt-repository ppa:deadsnakes/ppa \
+# RUN add-apt-repository ppa:deadsnakes/ppa \
-    && apt-get update \
+#     && apt-get update \
-    && apt-get install -y python3.10 net-tools
+#     && apt-get install -y python3.10 net-tools
-RUN ln -sf /usr/bin/python3.10 /usr/bin/python3
+# RUN ln -sf /usr/bin/python3.10 /usr/bin/python3
 
-RUN apt-get install -y ca-certificates git wget curl gcc g++ \
+# RUN apt-get install -y ca-certificates git wget curl gcc g++ \
-    && apt-get clean \
+#     && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
+#     && rm -rf /var/lib/apt/lists/*
 
-WORKDIR /home/ollama_ov_server
+# WORKDIR /home/ollama_ov_server
-ARG GOVERSION=1.24.1
+# ARG GOVERSION=1.24.1
-RUN curl -fsSL https://golang.org/dl/go${GOVERSION}.linux-$(case $(uname -m) in x86_64) echo amd64 ;; aarch64) echo arm64 ;; esac).tar.gz | tar xz -C /usr/local
+# RUN curl -fsSL https://golang.org/dl/go${GOVERSION}.linux-$(case $(uname -m) in x86_64) echo amd64 ;; aarch64) echo arm64 ;; esac).tar.gz | tar xz -C /usr/local
-ENV PATH=/usr/local/go/bin:$PATH
+# ENV PATH=/usr/local/go/bin:$PATH
 
-RUN wget https://storage.openvinotoolkit.org/repositories/openvino_genai/packages/nightly/2025.2.0.0.dev20250513/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64.tar.gz
+# RUN wget https://storage.openvinotoolkit.org/repositories/openvino_genai/packages/nightly/2025.2.0.0.dev20250513/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64.tar.gz
-RUN tar -xzf openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64.tar.gz
+# RUN tar -xzf openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64.tar.gz
-ENV GENAI_DIR=/home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64
+# ENV GENAI_DIR=/home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64
 
-RUN source /home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64/setupvars.sh
+# RUN source /home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64/setupvars.sh
 
-ENV CGO_ENABLED=1
+# ENV CGO_ENABLED=1
-ENV GODEBUG=cgocheck=0
+# ENV GODEBUG=cgocheck=0
 
-ENV CGO_LDFLAGS=-L$GENAI_DIR/runtime/lib/intel64
+# ENV CGO_LDFLAGS=-L$GENAI_DIR/runtime/lib/intel64
-ENV CGO_CFLAGS=-I$GENAI_DIR/runtime/include
+# ENV CGO_CFLAGS=-I$GENAI_DIR/runtime/include
 
-WORKDIR /home/ollama_ov_server
+# WORKDIR /home/ollama_ov_server
-RUN git clone https://github.com/openvinotoolkit/openvino_contrib.git
+# RUN git clone https://github.com/openvinotoolkit/openvino_contrib.git
-WORKDIR /home/ollama_ov_server/openvino_contrib/modules/ollama_openvino
+# WORKDIR /home/ollama_ov_server/openvino_contrib/modules/ollama_openvino
 
-RUN go build -o /usr/bin/ollama .
+# RUN go build -o /usr/bin/ollama .
 
-ENV OLLAMA_HOST=0.0.0.0:11434
+# ENV OLLAMA_HOST=0.0.0.0:11434
-EXPOSE 11434
+# EXPOSE 11434
 
-RUN apt-get update \
+# RUN apt-get update \
-    && DEBIAN_FRONTEND=noninteractive apt-get install -y \
+#     && DEBIAN_FRONTEND=noninteractive apt-get install -y \
-    pip \
+#     pip \
-    && apt-get clean \
+#     && apt-get clean \
-    && rm -rf /var/lib/apt/lists/{apt,dpkg,cache,log}
+#     && rm -rf /var/lib/apt/lists/{apt,dpkg,cache,log}
 
-RUN pip install huggingface_hub modelscope
+# RUN pip install huggingface_hub modelscope
 
-#ENV model=Qwen3-4B-int4-ov
+# #ENV model=Qwen3-4B-int4-ov
-#ENV model=Qwen3-8B-int4-ov -- didn't work
+# #ENV model=Qwen3-8B-int4-ov -- didn't work
-#RUN huggingface-cli download OpenVINO/${model}
+# #RUN huggingface-cli download OpenVINO/${model}
-#RUN modelscope download --model OpenVINO/${model} --local_dir ./${model}
+# #RUN modelscope download --model OpenVINO/${model} --local_dir ./${model}
 
-#RUN tar -zcvf /root/.ollama/models/${model}.tar.gz /root/.cache/hub/models--OpenVINO--${model}
+# #RUN tar -zcvf /root/.ollama/models/${model}.tar.gz /root/.cache/hub/models--OpenVINO--${model}
-#RUN { \
+# #RUN { \
-#    echo "FROM ${model}.tar.gz" ; \
+# #    echo "FROM ${model}.tar.gz" ; \
-#    echo "ModelType 'OpenVINO'" ; \
+# #    echo "ModelType 'OpenVINO'" ; \
-#} > /root/.ollama/models/Modelfile
+# #} > /root/.ollama/models/Modelfile
-#
+# #
-#RUN /bin/bash -c "source /home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64/setupvars.sh && /usr/bin/ollama create ${model}:v1 -f /root/.ollama/models/Modelfile"
+# #RUN /bin/bash -c "source /home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64/setupvars.sh && /usr/bin/ollama create ${model}:v1 -f /root/.ollama/models/Modelfile"
 
-ENTRYPOINT ["/bin/bash", "-c", "source /home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64/setupvars.sh && /usr/bin/ollama serve"]
+# ENTRYPOINT ["/bin/bash", "-c", "source /home/ollama_ov_server/openvino_genai_ubuntu24_2025.2.0.0.dev20250513_x86_64/setupvars.sh && /usr/bin/ollama serve"]
 
 FROM llm-base AS vllm
 

docker-compose.yml

@@ -188,27 +188,27 @@ services:
       - CAP_PERFMON         # Access to perf_events (vs. overloaded CAP_SYS_ADMIN)
       - CAP_SYS_PTRACE      # PTRACE_MODE_READ_REALCREDS ptrace access mode check
 
-  ollama-ov-server:
+  # ollama-ov-server:
-    build:
+  #   build:
-      context: .
+  #     context: .
-      dockerfile: Dockerfile
+  #     dockerfile: Dockerfile
-      target: ollama-ov-server
+  #     target: ollama-ov-server
-    container_name: ollama-ov-server
+  #   container_name: ollama-ov-server
-    restart: "no"
+  #   restart: "no"
-    env_file:
+  #   env_file:
-      - .env
+  #     - .env
-    environment:
+  #   environment:
-      - OLLAMA_HOST=0.0.0.0
+  #     - OLLAMA_HOST=0.0.0.0
-      - ONEAPI_DEVICE_SELECTOR=level_zero:0
+  #     - ONEAPI_DEVICE_SELECTOR=level_zero:0
-    devices:
+  #   devices:
-      - /dev/dri:/dev/dri
+  #     - /dev/dri:/dev/dri
-    ports:
+  #   ports:
-      - 11435:11434 # ollama serve port
+  #     - 11435:11434 # ollama serve port
-    networks:
+  #   networks:
-      - internal
+  #     - internal
-    volumes:
+  #   volumes:
-      - ./cache:/root/.cache   # Cache hub models and neo_compiler_cache
+  #     - ./cache:/root/.cache   # Cache hub models and neo_compiler_cache
-      - ./ollama:/root/.ollama # Cache the ollama models
+  #     - ./ollama:/root/.ollama # Cache the ollama models
 
   vllm:
     build:

frontend/src/components/DiffViewer.css

@@ -1,9 +1,21 @@
 .d2h-file-side-diff .d2h-code-line pre {
-    white-space: pre-wrap !important;
+  white-space: pre-wrap !important;
-    word-wrap: break-word !important;
+  word-wrap: break-word !important;
-    overflow-wrap: break-word !important;
+  overflow-wrap: break-word !important;
 }
 
 .d2h-file-header {
   display: none;
-}
+}
+
+.d2h-code-line {
+  display: flex;
+  flex-direction: row;
+  max-width: 100%;
+}
+
+.d2h-code-line > span {
+  display: inline-flex;
+  max-width: 100%;
+  white-space: wrap;
+}

frontend/src/components/DiffViewer.tsx

@@ -4,21 +4,42 @@ import { Box, SxProps } from '@mui/material';
 import { Diff2HtmlUI } from 'diff2html/lib/ui/js/diff2html-ui';
 import 'diff2html/bundles/css/diff2html.min.css';
 import './DiffViewer.css';
+// import { Scrollable } from './Scrollable';
+
+interface DiffFile {
+  content: string;
+  name: string;
+}
 
 interface DiffViewerProps {
-  original: string;
+  original: DiffFile;
-  content: string;
+  modified: DiffFile;
+  changeLog: string;
   sx?: SxProps;
   outputFormat?: 'line-by-line' | 'side-by-side';
   drawFileList?: boolean;
 }
 
 const DiffViewer: React.FC<DiffViewerProps> = (props: DiffViewerProps) => {
-  const { original, content, sx, outputFormat = 'line-by-line', drawFileList = false } = props;
+  const {
+    original,
+    modified,
+    sx,
+    outputFormat = 'line-by-line',
+    changeLog,
+    drawFileList = false,
+  } = props;
   const diffRef = useRef<HTMLDivElement>(null);
-  const diffString = createPatch('Resume', original || '', content || '', 'original', 'modified', {
+  const diffString = createPatch(
-    context: 5,
+    'Resume',
-  });
+    original.content || '',
+    modified.content || '',
+    original.name,
+    modified.name,
+    {
+      context: 5,
+    }
+  );
 
   useEffect(() => {
     if (diffRef.current && diffString) {
@@ -29,7 +50,7 @@ const DiffViewer: React.FC<DiffViewerProps> = (props: DiffViewerProps) => {
       const diff2htmlUi = new Diff2HtmlUI(diffRef.current, diffString, {
         drawFileList: false,
         matching: 'lines',
-        outputFormat: 'side-by-side',
+        outputFormat,
         synchronisedScroll: true,
         highlight: true,
         fileContentToggle: false,
@@ -44,17 +65,33 @@ const DiffViewer: React.FC<DiffViewerProps> = (props: DiffViewerProps) => {
 
   return (
     <Box
-      ref={diffRef}
-      className="diff-viewer"
       sx={{
-        display: 'flex',
         position: 'relative',
-        fontFamily: 'monospace',
+        boxSizing: 'border-box',
-        fontSize: '14px',
+        display: 'flex',
-        maxWidth: '100%',
+        flexDirection: 'column',
+        flexGrow: 1,
+        flex: 1 /* Take remaining space in some-container */,
+        overflow: 'auto' /* Scroll if content overflows */,
+        p: 0,
+        gap: 1,
         ...sx,
       }}
-    />
+    >
+      <Box sx={{ display: 'flex', p: 1 }}>{changeLog}</Box>
+      <Box
+        ref={diffRef}
+        className="diff-viewer"
+        sx={{
+          display: 'flex',
+          position: 'relative',
+          minWidth: 'fit-content',
+          minHeight: 'fit-content',
+          fontFamily: 'monospace',
+          fontSize: '14px',
+        }}
+      />
+    </Box>
   );
 };
 

frontend/src/components/Message.tsx

@@ -521,7 +521,7 @@ const Message = (props: MessageProps): JSX.Element => {
   let metadataView = <></>;
   let metadata: ChatMessageMetaData | null =
     'metadata' in message ? (message.metadata as ChatMessageMetaData) || null : null;
-  if ('role' in message && message.role === 'user') {
+  if ('role' in message && message.role !== 'assistant') {
     metadata = null;
   }
   if (metadata) {

frontend/src/components/ResumeChat.tsx

@@ -1,23 +1,9 @@
 import React, { forwardRef, useState, useEffect, useRef, JSX } from 'react';
-import {
+import { Box, Button, Tooltip, SxProps, Typography } from '@mui/material';
-  Box,
-  Button,
-  Tooltip,
-  SxProps,
-  Typography,
-  Tabs,
-  Tab,
-  Dialog,
-  DialogContent,
-} from '@mui/material';
 import { Send as SendIcon, Person as PersonIcon } from '@mui/icons-material';
-// import PrecisionManufacturingIcon from '@mui/icons-material/PrecisionManufacturing';
+import PrecisionManufacturingIcon from '@mui/icons-material/PrecisionManufacturing';
-import SaveIcon from '@mui/icons-material/Save';
+import QuestionAnswerIcon from '@mui/icons-material/QuestionAnswer';
-import UndoIcon from '@mui/icons-material/Undo';
 import { useAuth } from 'hooks/AuthContext';
-import PreviewIcon from '@mui/icons-material/Preview';
-import DifferenceIcon from '@mui/icons-material/Difference';
-import EditDocumentIcon from '@mui/icons-material/EditDocument';
 import {
   ChatMessage,
   ChatSession,
@@ -35,7 +21,6 @@ import PropagateLoader from 'react-spinners/PropagateLoader';
 import { BackstoryTextField, BackstoryTextFieldRef } from 'components/BackstoryTextField';
 import { Scrollable } from 'components/Scrollable';
 import { StyledMarkdown } from './StyledMarkdown';
-import { DiffViewer } from './DiffViewer';
 
 const emptyMetadata: ChatMessageMetaData = {
   model: 'qwen2.5',
@@ -64,126 +49,12 @@ const defaultMessage: ChatMessage = {
 };
 
 interface ResumeChatProps {
-  onResumeChange: (resume: string) => void; // Callback when the resume changes
+  onResumeChange: (prompt: string, resume: string) => void; // Callback when the resume changes
   resume: string;
   session: string; // Session identifier for the chat
   sx?: SxProps; // Optional styles for the component
 }
 
-interface EditViewerProps {
-  original: string; // Original resume content
-  content: string; // Edited resume content
-  sx?: SxProps; // Optional styles for the component
-  onUpdate?: (content: string) => void; // Callback when the content is updated
-}
-const EditViewer = (props: EditViewerProps) => {
-  const { original, content, sx, onUpdate } = props;
-  const [tabValue, setTabValue] = useState<string>('raw');
-  const handleTabChange = (event: React.SyntheticEvent, newValue: string): void => {
-    if (newValue === 'diff') {
-      setTabValue(newValue);
-    } else {
-      setTabValue(newValue);
-    }
-  };
-
-  return (
-    <Box sx={{ display: 'flex', flexDirection: 'column', gap: 1, ...sx }}>
-      <Tabs value={tabValue} onChange={handleTabChange} sx={{ m: 0 }}>
-        <Tab value="raw" icon={<EditDocumentIcon sx={{ height: 16 }} />} sx={{ height: 20 }} />
-        <Tab value="markdown" icon={<PreviewIcon sx={{ height: 16 }} />} sx={{ height: 20 }} />
-        <Tab value="diff" icon={<DifferenceIcon sx={{ height: 16 }} />} sx={{ height: 20 }} />
-      </Tabs>
-
-      {tabValue === 'raw' && (
-        <Box>
-          <pre>{content}</pre>
-        </Box>
-      )}
-      {tabValue === 'markdown' && <StyledMarkdown content={content} />}
-      <Dialog
-        open={tabValue === 'diff'}
-        onClose={(): void => {
-          setTabValue('raw');
-        }}
-        maxWidth="lg"
-        fullWidth
-        disableEscapeKeyDown={false}
-        fullScreen={true}
-      >
-        <DialogContent>
-          <Scrollable
-            sx={{
-              position: 'relative',
-              boxSizing: 'border-box',
-              maxHeight: '100%',
-              maxWidth: '100%',
-              width: '100%',
-              display: 'flex',
-              flexGrow: 1,
-              flex: 1 /* Take remaining space in some-container */,
-              overflowY: 'auto' /* Scroll if content overflows */,
-              p: 0,
-              gap: 1,
-            }}
-          >
-            <DiffViewer original={original} content={content} />
-          </Scrollable>
-          <Box
-            sx={{
-              display: 'flex',
-              width: '100%',
-              flexDirection: 'row',
-              justifyContent: 'space-between',
-            }}
-          >
-            <Tooltip title="Revert Changes">
-              <span
-                style={{
-                  minWidth: 'auto',
-                  maxHeight: 'min-content',
-                  alignSelf: 'flex-end',
-                }}
-              >
-                <Button
-                  variant="contained"
-                  onClick={(): void => {
-                    setTabValue('raw');
-                    onUpdate && onUpdate(original);
-                  }}
-                  disabled={!onUpdate}
-                >
-                  <UndoIcon />
-                </Button>
-              </span>
-            </Tooltip>
-            <Tooltip title="Save Changes">
-              <span
-                style={{
-                  minWidth: 'auto',
-                  maxHeight: 'min-content',
-                  alignSelf: 'flex-end',
-                }}
-              >
-                <Button
-                  variant="contained"
-                  onClick={(): void => {
-                    setTabValue('raw');
-                    onUpdate && onUpdate(content);
-                  }}
-                  disabled={!onUpdate}
-                >
-                  <SaveIcon />
-                </Button>
-              </span>
-            </Tooltip>
-          </Box>
-        </DialogContent>
-      </Dialog>
-    </Box>
-  );
-};
-
 const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
   (props: ResumeChatProps, ref): JSX.Element => {
     const {
@@ -215,6 +86,7 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
     const [loading, setLoading] = useState<boolean>(false);
     const [streaming, setStreaming] = useState<boolean>(false);
     const messagesEndRef = useRef<HTMLDivElement>(null);
+    const [lastPrompt, setLastPrompt] = useState<string>('');
 
     const onDelete = async (session: ChatSession): Promise<void> => {
       if (!session.id) {
@@ -237,6 +109,7 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
 
       const messageContent = message;
       setStreaming(true);
+      setLastPrompt(message);
 
       const chatMessage: ChatMessageUser = {
         sessionId: chatSession.id,
@@ -267,6 +140,8 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
               msg.extraContext = {
                 isAnswer: true,
               };
+            } else {
+              onResumeChange(lastPrompt, msg.content);
             }
 
             setMessages(prev => {
@@ -424,23 +299,22 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
               >
                 {message.role === 'user' && (
                   <>
-                    <PersonIcon />
+                    <PersonIcon sx={{ mr: 1 }} />
                     <Typography>{message.content}</Typography>
                   </>
                 )}
                 {message.role === 'assistant' && (
                   <>
                     {message.extraContext?.isAnswer ? (
-                      <StyledMarkdown content={message.content} />
+                      <>
+                        <QuestionAnswerIcon sx={{ mr: 1 }} />
+                        <StyledMarkdown content={message.content} />
+                      </>
                     ) : (
-                      <EditViewer
+                      <>
-                        original={resume}
+                        <PrecisionManufacturingIcon sx={{ mr: 1 }} />
-                        content={message.content}
+                        <StyledMarkdown content="Resume updated." />
-                        onUpdate={(content: string): void => {
+                      </>
-                          onResumeChange && onResumeChange(content);
-                        }}
-                        sx={{ maxWidth: '100%', boxSizing: 'border-box' }}
-                      />
                     )}
                   </>
                 )}

frontend/src/components/Scrollable.tsx

@@ -34,6 +34,8 @@ const Scrollable = forwardRef((props: ScrollableProps, ref) => {
         flexGrow: 1,
         overflow: 'auto',
         position: 'relative',
+        maxHeight: '100%',
+        minHeight: 0, // Ensure it can shrink to fit content
         // backgroundColor: '#F5F5F5',
         ...sx,
       }}

frontend/src/components/layout/BackstoryLayout.tsx

@@ -3,7 +3,6 @@ import React, { JSX, ReactElement, useEffect, useState } from 'react';
 import { Outlet, useLocation, Routes, Route, matchPath } from 'react-router-dom';
 import { Box, Container, Paper } from '@mui/material';
 import { useNavigate } from 'react-router-dom';
-import { SxProps, Theme } from '@mui/material';
 import { darken } from '@mui/material/styles';
 import { Header } from 'components/layout/Header';
 import { Scrollable } from 'components/Scrollable';
@@ -23,12 +22,11 @@ export type NavigationLinkType = {
 
 interface BackstoryPageContainerProps {
   children?: React.ReactNode;
-  sx?: SxProps<Theme>;
   variant?: 'normal' | 'fullWidth';
 }
 
 const BackstoryPageContainer = (props: BackstoryPageContainerProps): JSX.Element => {
-  const { children, sx, variant = 'normal' } = props;
+  const { children, variant = 'normal' } = props;
   console.log({ variant });
   return (
     <Container
@@ -43,13 +41,13 @@ const BackstoryPageContainer = (props: BackstoryPageContainerProps): JSX.Element
         maxWidth: variant === 'normal' ? '1024px' : '100% !important',
         height: '100%',
         minHeight: 0,
-        ...sx,
       }}
     >
       <Box
         sx={{
           display: 'flex',
-          p: { xs: 0, sm: 0.5 },
+          p: 0,
+          m: 0,
           flexGrow: 1,
           minHeight: 'min-content',
         }}
@@ -60,7 +58,7 @@ const BackstoryPageContainer = (props: BackstoryPageContainerProps): JSX.Element
             display: 'flex',
             flexGrow: 1,
             m: 0,
-            p: 0.5,
+            p: 0,
             minHeight: 'min-content',
             backgroundColor: 'background.paper',
             borderRadius: 0.5,

frontend/src/components/ui/CandidateInfo.tsx

@@ -194,8 +194,10 @@ const CandidateInfo: React.FC<CandidateInfoProps> = (props: CandidateInfoProps)
 
             {candidate.location && (
               <Typography variant="body2" sx={{ mb: 1 }}>
-                <strong>Location:</strong> {candidate.location.city},{' '}
+                <strong>Location:</strong>{' '}
-                {candidate.location.state || candidate.location.country}
+                {candidate.location.city
+                  ? `${candidate.location.city}, ${candidate.location.state}`
+                  : candidate.location.text}
               </Typography>
             )}
             {candidate.email && (

frontend/src/components/ui/ResumeInfo.css

@@ -1,152 +0,0 @@
-
-/* A4 Portrait simulation for MuiMarkdown */
-.a4-document .MuiTypography-root {
-  font-family: 'Roboto', 'Times New Roman', serif;
-}
-
-.a4-document {
-  /* display: flex; */
-  /* position: relative; */
-  /* A4 dimensions: 210mm x 297mm */
-  width: 210mm;
-  min-height: 297mm;
-  
-  /* Alternative pixel-based approach (96 DPI) */
-  /* width: 794px; */
-  /* height: 1123px; */
-  
-  /* Document styling */
-  background: white;
-  padding: 12mm; /* 1/4" margins all around */
-  box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);
-  border: 1px solid #e0e0e0;
-  
-  /* Typography for document feel */
-  font-family: 'Roboto', 'Times New Roman', serif;
-  font-size: 12pt;
-  line-height: 1.6;
-  color: #333;
-
-  /* Page break lines - repeating dotted lines every A4 height */
-  background-image: 
-    repeating-linear-gradient(
-      #ddd,
-      #ddd 12mm,
-      transparent calc(12mm + 1px),
-      transparent calc(285mm - 1px), /* 297mm - 8mm top/bottom margins */
-      #ddd calc(285mm),
-      #ddd 297mm
-    );
-  background-size: 100% 297mm;
-  background-repeat: repeat-y;
-  
-  /* Ensure proper page breaks for printing */
-  page-break-after: always;
-  
-  /* Prevent content overflow */
-  box-sizing: border-box;
-  overflow: hidden;
-}
-
-/* Container to center the document */
-.document-container {
-  display: flex;
-  justify-content: center;
-  background-color: #f5f5f5;
-  min-height: 100vh;
-  padding: 20px 0;
-}
-
-/* Responsive adjustments */
-@media screen and (max-width: 900px) {
-  .a4-document {
-    width: 95vw;
-    height: auto;
-    min-height: 134vw; /* Maintains A4 aspect ratio (297/210 ≈ 1.414) */
-    margin: 10px auto;
-    padding: 6vw;
-  }
-}
-
-/* Print styles */
-@media print {
-  .document-container {
-    background: none;
-    padding: 0mm !important;
-    margin: 0mm !important;
-  }
-  
-  .a4-document {
-    width: 210mm;
-    margin: 0;
-    padding: 0;
-    box-shadow: none;
-    border: none;
-    page-break-after: always;
-  }
-}
-
-/* Additional MuiMarkdown specific adjustments */
-.a4-document h1,
-.a4-document h2,
-.a4-document h3,
-.a4-document h4,
-.a4-document h5,
-.a4-document h6 {
-  font-size: 1em;
-  margin-top: 0.25em;
-  margin-bottom: 0.25em;
-}
-
-/* Put after above so they take precedence */
-.a4-document h1,
-.a4-document h2 {
-  font-size: 1.1em;
-}
-
-
-.a4-document p {
-  margin-bottom: 1em;
-  text-align: justify;
-}
-
-.a4-document ul,
-.a4-document ol {
-  margin-bottom: 1em;
-  padding-left: 2em;
-}
-
-.a4-document blockquote {
-  margin: 1em 0;
-  padding-left: 1em;
-  border-left: 3px solid #ccc;
-  font-style: italic;
-}
-
-.a4-document code {
-  background-color: #f5f5f5;
-  padding: 0.2em 0.4em;
-  border-radius: 3px;
-  font-family: 'Courier New', monospace;
-}
-
-.a4-document pre {
-  background-color: #f5f5f5;
-  padding: 1em;
-  border-radius: 5px;
-  overflow-x: auto;
-  margin: 1em 0;
-}
-
-.BackstoryResumeHeader {
-  gap: 1rem;
-  display: flex;
-  /* flex-direction: column; */
-  /* border: 3px solid orange; */
-}
-
-.BackstoryResumeHeader p {
-  /* border: 3px solid purple; */
-  margin: 0 !important;
-}
-

frontend/src/components/ui/ResumeInfo.tsx

@@ -24,13 +24,17 @@ import {
   Select,
   MenuItem,
   InputLabel,
-  Theme,
   Chip,
   Alert,
   Stack,
   SelectChangeEvent,
 } from '@mui/material';
 import PrintIcon from '@mui/icons-material/Print';
+// import SaveIcon from '@mui/icons-material/Save';
+// import UndoIcon from '@mui/icons-material/Undo';
+// import PreviewIcon from '@mui/icons-material/Preview';
+import DifferenceIcon from '@mui/icons-material/Difference';
+// import EditDocumentIcon from '@mui/icons-material/EditDocument';
 import {
   Delete as DeleteIcon,
   Restore as RestoreIcon,
@@ -41,19 +45,15 @@ import {
   Person as PersonIcon,
   Schedule as ScheduleIcon,
   ModelTraining,
-  Email as EmailIcon,
-  Phone as PhoneIcon,
-  LocationOn as LocationIcon,
   History as HistoryIcon,
   RestoreFromTrash as RestoreFromTrashIcon,
   Refresh as RefreshIcon,
+  PrecisionManufacturing,
   // Language as WebsiteIcon,
 } from '@mui/icons-material';
-import InputIcon from '@mui/icons-material/Input';
 import TuneIcon from '@mui/icons-material/Tune';
 import PreviewIcon from '@mui/icons-material/Preview';
 import EditDocumentIcon from '@mui/icons-material/EditDocument';
-import { parsePhoneNumberFromString } from 'libphonenumber-js';
 
 import { useReactToPrint } from 'react-to-print';
 
@@ -63,12 +63,14 @@ import { StyledMarkdown } from 'components/StyledMarkdown';
 import { Resume } from 'types/types';
 import { BackstoryTextField } from 'components/BackstoryTextField';
 import { JobInfo } from './JobInfo';
-import './ResumeInfo.css';
 import { Scrollable } from 'components/Scrollable';
 import * as Types from 'types/types';
 import { StreamingOptions } from 'services/api-client';
 import { StatusBox, StatusIcon } from './StatusIcon';
 import { ResumeChat } from 'components/ResumeChat';
+import { DiffViewer } from 'components/DiffViewer';
+import { ResumePreview, resumeStyles } from './ResumePreview';
+import { useNavigate } from 'react-router-dom';
 
 interface ResumeInfoProps {
   resume: Resume;
@@ -88,457 +90,9 @@ interface ResumeRevision {
   jobId: string;
 }
 
-// Resume Style Definitions
-interface ResumeStyle {
-  name: string;
-  description: string;
-  headerStyle: SxProps<Theme>;
-  footerStyle: SxProps<Theme>;
-  contentStyle: SxProps<Theme>;
-  markdownStyle: SxProps<Theme>;
-  color: {
-    primary: string;
-    secondary: string;
-    accent: string;
-    text: string;
-    background: string;
-  };
-}
-
-const generateResumeStyles = () => {
-  const defaultStyle = {
-    display: 'flex',
-    flexDirection: 'row',
-  };
-
-  return {
-    classic: {
-      name: 'Classic',
-      description: 'Traditional, professional serif design',
-      headerStyle: {
-        ...defaultStyle,
-        fontFamily: '"Times New Roman", Times, serif',
-        borderBottom: '2px solid #2c3e50',
-        paddingBottom: 2,
-        marginBottom: 3,
-      },
-      footerStyle: {
-        fontFamily: '"Times New Roman", Times, serif',
-        borderTop: '2px solid #2c3e50',
-        paddingTop: 2,
-        display: 'flex',
-        flexDirection: 'column',
-        alignItems: 'center',
-        justifyContent: 'center',
-        textTransform: 'uppercase',
-        alignContent: 'center',
-        fontSize: '0.8rem',
-        pb: 2,
-        mb: 2,
-      },
-      contentStyle: {
-        fontFamily: '"Times New Roman", Times, serif',
-        lineHeight: 1.6,
-        color: '#2c3e50',
-      },
-      markdownStyle: {
-        fontFamily: '"Times New Roman", Times, serif',
-        '& h1, & h2, & h3': {
-          fontFamily: '"Times New Roman", Times, serif',
-          color: '#2c3e50',
-          borderBottom: '1px solid #bdc3c7',
-          paddingBottom: 1,
-          marginBottom: 2,
-        },
-        '& p, & li': {
-          lineHeight: 1.6,
-          marginBottom: 1,
-        },
-        '& ul': {
-          paddingLeft: 3,
-        },
-      },
-      color: {
-        primary: '#2c3e50',
-        secondary: '#34495e',
-        accent: '#3498db',
-        text: '#2c3e50',
-        background: '#ffffff',
-      },
-    },
-    modern: {
-      name: 'Modern',
-      description: 'Clean, minimalist sans-serif layout',
-      headerStyle: {
-        ...defaultStyle,
-        fontFamily: '"Helvetica Neue", Helvetica, Arial, sans-serif',
-        borderLeft: '4px solid #3498db',
-        paddingLeft: 2,
-        marginBottom: 3,
-        backgroundColor: '#f8f9fa',
-        padding: 2,
-        borderRadius: 1,
-      },
-      footerStyle: {
-        fontFamily: '"Helvetica Neue", Helvetica, Arial, sans-serif',
-        borderLeft: '4px solid #3498db',
-        backgroundColor: '#f8f9fa',
-        paddingTop: 2,
-        borderRadius: 1,
-        display: 'flex',
-        flexDirection: 'column',
-        alignItems: 'center',
-        justifyContent: 'center',
-        textTransform: 'uppercase',
-        alignContent: 'center',
-        fontSize: '0.8rem',
-        pb: 2,
-        mb: 2,
-      },
-      contentStyle: {
-        fontFamily: '"Helvetica Neue", Helvetica, Arial, sans-serif',
-        lineHeight: 1.5,
-        color: '#2c3e50',
-      },
-      markdownStyle: {
-        fontFamily: '"Helvetica Neue", Helvetica, Arial, sans-serif',
-        '& h1, & h2, & h3': {
-          fontFamily: '"Helvetica Neue", Helvetica, Arial, sans-serif',
-          color: '#3498db',
-          fontWeight: 300,
-          marginBottom: 1.5,
-        },
-        '& h1': {
-          fontSize: '1.75rem',
-        },
-        '& h2': {
-          fontSize: '1.5rem',
-        },
-        '& h3': {
-          fontSize: '1.25rem',
-        },
-        '& p, & li': {
-          lineHeight: 1.5,
-          marginBottom: 0.75,
-        },
-        '& ul': {
-          paddingLeft: 2.5,
-        },
-      },
-      color: {
-        primary: '#3498db',
-        secondary: '#2c3e50',
-        accent: '#e74c3c',
-        text: '#2c3e50',
-        background: '#ffffff',
-      },
-    },
-    creative: {
-      name: 'Creative',
-      description: 'Colorful, unique design with personality',
-      headerStyle: {
-        ...defaultStyle,
-        fontFamily: '"Montserrat", "Helvetica Neue", Arial, sans-serif',
-        background: 'linear-gradient(135deg, #667eea 0%, #764ba2 100%)',
-        color: '#ffffff',
-        padding: 2.5,
-        borderRadius: 1.5,
-        marginBottom: 3,
-      },
-      footerStyle: {
-        fontFamily: '"Montserrat", "Helvetica Neue", Arial, sans-serif',
-        background: 'linear-gradient(135deg, #667eea 0%, #764ba2 100%)',
-        color: '#ffffff',
-        paddingTop: 2,
-        borderRadius: 1.5,
-        display: 'flex',
-        flexDirection: 'column',
-        alignItems: 'center',
-        justifyContent: 'center',
-        textTransform: 'uppercase',
-        alignContent: 'center',
-        fontSize: '0.8rem',
-        pb: 2,
-        mb: 2,
-      },
-      contentStyle: {
-        fontFamily: '"Open Sans", Arial, sans-serif',
-        lineHeight: 1.6,
-        color: '#444444',
-      },
-      markdownStyle: {
-        fontFamily: '"Open Sans", Arial, sans-serif',
-        '& h1, & h2, & h3': {
-          fontFamily: '"Montserrat", "Helvetica Neue", Arial, sans-serif',
-          color: '#667eea',
-          fontWeight: 600,
-          marginBottom: 2,
-        },
-        '& h1': {
-          fontSize: '1.5rem',
-        },
-        '& h2': {
-          fontSize: '1.25rem',
-        },
-        '& h3': {
-          fontSize: '1.1rem',
-        },
-        '& p, & li': {
-          lineHeight: 1.6,
-          marginBottom: 1,
-          color: '#444444',
-        },
-        '& strong': {
-          color: '#764ba2',
-          fontWeight: 600,
-        },
-        '& ul': {
-          paddingLeft: 3,
-        },
-      },
-      color: {
-        primary: '#667eea',
-        secondary: '#764ba2',
-        accent: '#f093fb',
-        text: '#444444',
-        background: '#ffffff',
-      },
-    },
-    corporate: {
-      name: 'Corporate',
-      description: 'Formal, structured business format',
-      headerStyle: {
-        ...defaultStyle,
-        fontFamily: '"Arial", sans-serif',
-        border: '2px solid #34495e',
-        padding: 2.5,
-        marginBottom: 3,
-        backgroundColor: '#ecf0f1',
-      },
-      footerStyle: {
-        fontFamily: '"Arial", sans-serif',
-        border: '2px solid #34495e',
-        backgroundColor: '#ecf0f1',
-        paddingTop: 2,
-        display: 'flex',
-        flexDirection: 'column',
-        alignItems: 'center',
-        justifyContent: 'center',
-        textTransform: 'uppercase',
-        alignContent: 'center',
-        fontSize: '0.8rem',
-        pb: 2,
-        mb: 2,
-      },
-      contentStyle: {
-        fontFamily: '"Arial", sans-serif',
-        lineHeight: 1.4,
-        color: '#2c3e50',
-      },
-      markdownStyle: {
-        fontFamily: '"Arial", sans-serif',
-        '& h1, & h2, & h3': {
-          fontFamily: '"Arial", sans-serif',
-          color: '#34495e',
-          fontWeight: 'bold',
-          textTransform: 'uppercase',
-          fontSize: '0.875rem',
-          letterSpacing: '1px',
-          marginBottom: 1.5,
-          borderBottom: '1px solid #bdc3c7',
-          paddingBottom: 0.5,
-        },
-        '& h1': {
-          fontSize: '1rem',
-        },
-        '& h2': {
-          fontSize: '0.875rem',
-        },
-        '& h3': {
-          fontSize: '0.75rem',
-        },
-        '& p, & li': {
-          lineHeight: 1.4,
-          marginBottom: 0.75,
-          fontSize: '0.75rem',
-        },
-        '& ul': {
-          paddingLeft: 2,
-        },
-      },
-      color: {
-        primary: '#34495e',
-        secondary: '#2c3e50',
-        accent: '#95a5a6',
-        text: '#2c3e50',
-        background: '#ffffff',
-      },
-    },
-  };
-};
-const resumeStyles: Record<string, ResumeStyle> = generateResumeStyles();
-
-// Styled Header Component
-interface BackstoryStyledResumeProps {
-  candidate: Types.Candidate;
-  job?: Types.Job;
-  style: ResumeStyle;
-}
-
-const StyledFooter: React.FC<BackstoryStyledResumeProps> = ({ candidate, job, style }) => {
-  return (
-    <>
-      <Box
-        className="BackstoryResumeFooter"
-        sx={{
-          ...style.footerStyle,
-          display: 'flex',
-          flexDirection: 'column',
-          alignItems: 'center',
-          justifyContent: 'center',
-          textTransform: 'uppercase',
-          alignContent: 'center',
-          fontSize: '0.8rem',
-          pb: 2,
-          mb: 2,
-          color: style.color.secondary,
-        }}
-      >
-        Dive deeper into my qualifications at Backstory...
-        <Box
-          component="img"
-          src={`/api/1.0/candidates/qr-code/${candidate.id || ''}/${(job && job.id) || ''}`}
-          alt="QR Code"
-          className="qr-code"
-          sx={{ display: 'flex', mt: 1, mb: 1 }}
-        />
-        {candidate?.username
-          ? `${window.location.protocol}://${window.location.host}/u/${candidate?.username}`
-          : 'backstory'}
-      </Box>
-      <Box sx={{ pb: 2 }}>&nbsp;</Box>
-    </>
-  );
-};
-
-const StyledHeader: React.FC<BackstoryStyledResumeProps> = ({ candidate, style }) => {
-  const phone = parsePhoneNumberFromString(candidate.phone || '', 'US');
-  return (
-    <Box className="BackstoryResumeHeader" sx={style.headerStyle}>
-      <Box sx={{ display: 'flex', flexDirection: 'column', flexGrow: 1 }}>
-        <Box sx={{ display: 'flex' }}>
-          <Typography
-            variant="h4"
-            sx={{
-              fontWeight: 'bold',
-              mb: 1,
-              color: style.name === 'creative' ? '#ffffff' : style.color.primary,
-              fontFamily: 'inherit',
-            }}
-          >
-            {candidate.fullName}
-          </Typography>
-        </Box>
-        <Box
-          sx={{
-            display: 'flex',
-            flexDirection: 'row',
-            alignItems: 'flex-start',
-            gap: 1,
-          }}
-        >
-          {candidate.description && (
-            <Box sx={{ display: 'flex' }}>
-              <Typography
-                variant="h6"
-                sx={{
-                  mb: 2,
-                  fontWeight: 300,
-                  color: style.name === 'creative' ? '#ffffff' : style.color.secondary,
-                  fontFamily: 'inherit',
-                  fontSize: '0.8rem !important',
-                }}
-              >
-                {candidate.description}
-              </Typography>
-            </Box>
-          )}
-
-          <Box
-            sx={{
-              display: 'flex',
-              flexDirection: 'column',
-              flexWrap: 'wrap',
-              alignContent: 'center',
-              flexGrow: 1,
-              minWidth: 'fit-content',
-              gap: 1,
-            }}
-          >
-            {candidate.email && (
-              <Box sx={{ display: 'flex', alignItems: 'center', m: 0, p: 0 }}>
-                <EmailIcon
-                  fontSize="small"
-                  sx={{ mr: 1, color: style.name === 'creative' ? '#ffffff' : style.color.accent }}
-                />
-                <Typography
-                  variant="body2"
-                  sx={{
-                    color: style.name === 'creative' ? '#ffffff' : style.color.text,
-                    fontFamily: 'inherit',
-                  }}
-                >
-                  {candidate.email}
-                </Typography>
-              </Box>
-            )}
-
-            {phone?.isValid() && (
-              <Box sx={{ display: 'flex', alignItems: 'center' }}>
-                <PhoneIcon
-                  fontSize="small"
-                  sx={{ mr: 1, color: style.name === 'creative' ? '#ffffff' : style.color.accent }}
-                />
-                <Typography
-                  variant="body2"
-                  sx={{
-                    color: style.name === 'creative' ? '#ffffff' : style.color.text,
-                    fontFamily: 'inherit',
-                  }}
-                >
-                  {phone.formatInternational()}
-                </Typography>
-              </Box>
-            )}
-
-            {candidate.location && (
-              <Box sx={{ display: 'flex', alignItems: 'center' }}>
-                <LocationIcon
-                  fontSize="small"
-                  sx={{ mr: 1, color: style.name === 'creative' ? '#ffffff' : style.color.accent }}
-                />
-                <Typography
-                  variant="body2"
-                  sx={{
-                    color: style.name === 'creative' ? '#ffffff' : style.color.text,
-                    fontFamily: 'inherit',
-                  }}
-                >
-                  {candidate.location.city
-                    ? `${candidate.location.city}, ${candidate.location.state}`
-                    : candidate.location.text}
-                </Typography>
-              </Box>
-            )}
-          </Box>
-        </Box>
-      </Box>
-    </Box>
-  );
-};
-
 const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
   const { setSnack } = useAppState();
+  const navigate = useNavigate();
   const { resume } = props;
   const { user, apiClient } = useAuth();
   const { sx, variant = 'normal' } = props;
@@ -551,6 +105,7 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
   const [editContent, setEditContent] = useState<string>('');
   const [editSystemPrompt, setEditSystemPrompt] = useState<string>('');
   const [editPrompt, setEditPrompt] = useState<string>('');
+  const [lastRevision, setLastRevision] = useState<Resume | null>(null);
   const [saving, setSaving] = useState<boolean>(false);
   const [tabValue, setTabValue] = useState('markdown');
   const [jobTabValue, setJobTabValue] = useState('chat');
@@ -630,6 +185,9 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
   // Handle revision selection
   const handleRevisionChange = async (event: SelectChangeEvent<string>): Promise<void> => {
     const newRevisionId = event.target.value;
+    if (selectedRevision === 'current') {
+      setLastRevision(activeResume);
+    }
     setSelectedRevision(newRevisionId);
     await loadRevisionContent(newRevisionId);
   };
@@ -638,6 +196,7 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
   const restoreRevision = (): void => {
     setEditContent(revisionContent);
     setSelectedRevision('current');
+    setLastRevision(null);
     setSnack('Revision restored to editor.');
   };
 
@@ -674,14 +233,14 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
     setActiveResume({ ...resume });
   };
 
-  const handleSave = async (): Promise<void> => {
+  const handleSave = async (prompt = ''): Promise<void> => {
     setSaving(true);
     try {
       const resumeUpdate = {
         ...activeResume,
         resume: editContent,
         systemPrompt: editSystemPrompt,
-        prompt: editPrompt,
+        prompt: prompt || editPrompt,
       };
       const result = await apiClient.updateResume(resumeUpdate);
       console.log('Resume updated:', result);
@@ -705,6 +264,7 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
     setEditSystemPrompt(activeResume.systemPrompt || '');
     setEditPrompt(activeResume.prompt || '');
     setSelectedRevision('current');
+    setLastRevision(null);
     setRevisionContent(activeResume.resume);
     setEditDialogOpen(true);
   };
@@ -773,6 +333,7 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
 
   const handleTabChange = (event: React.SyntheticEvent, newValue: string): void => {
     if (newValue === 'print') {
+      console.log('Printing resume...');
       reactToPrintFn();
       return;
     }
@@ -878,8 +439,20 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
             <Typography variant="caption" color="text.secondary">
               Job ID: {activeResume.job?.id}
             </Typography>
-            <Typography variant="caption" color="text.secondary">
+            <Typography
-              Resume ID: {activeResume.id}
+              variant="caption"
+              color="text.secondary"
+              sx={{ display: 'inline-flex', flexDirection: 'row', alignItems: 'center', gap: 1 }}
+            >
+              Resume ID:
+              <Box
+                sx={{ cursor: 'pointer' }}
+                onClick={() => {
+                  navigate(`/chat/${activeResume.id}`);
+                }}
+              >
+                {activeResume.id}
+              </Box>
             </Typography>
           </Box>
         </Box>
@@ -1042,14 +615,12 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
 
               <Tabs value={tabValue} onChange={handleTabChange}>
                 <Tab value="markdown" icon={<EditDocumentIcon />} label="Markdown" />
-                {activeResume.systemPrompt && (
+                {lastRevision && <Tab value="diff" icon={<DifferenceIcon />} label="Changes" />}
-                  <Tab value="systemPrompt" icon={<TuneIcon />} label="System Prompt" />
-                )}
-                {activeResume.systemPrompt && (
-                  <Tab value="prompt" icon={<InputIcon />} label="Prompt" />
-                )}
                 <Tab value="preview" icon={<PreviewIcon />} label="Preview" />
                 <Tab value="print" icon={<PrintIcon />} label="Print" />
+                {activeResume.systemPrompt && (
+                  <Tab value="context" icon={<TuneIcon />} label="Context" />
+                )}
                 <Tab value="regenerate" icon={<ModelTraining />} label="Regenerate" />
               </Tabs>
             </Box>
@@ -1162,16 +733,29 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
                     </Tooltip>
 
                     {selectedRevision !== 'current' && (
-                      <Tooltip title="Restore this revision to editor">
+                      <>
-                        <Button
+                        <Tooltip title="See changes against current version">
-                          size="small"
+                          <Button
-                          startIcon={<RestoreFromTrashIcon />}
+                            size="small"
-                          onClick={restoreRevision}
+                            startIcon={<PrecisionManufacturing />}
-                          disabled={loadingRevision}
+                            onClick={() => setTabValue('diff')}
-                        >
+                            disabled={loadingRevision}
-                          Restore
+                          >
-                        </Button>
+                            Changes
-                      </Tooltip>
+                          </Button>
+                        </Tooltip>
+
+                        <Tooltip title="Restore this revision to editor">
+                          <Button
+                            size="small"
+                            startIcon={<RestoreFromTrashIcon />}
+                            onClick={restoreRevision}
+                            disabled={loadingRevision}
+                          >
+                            Restore
+                          </Button>
+                        </Tooltip>
+                      </>
                     )}
                   </Stack>
 
@@ -1213,6 +797,9 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
                           flexGrow: 1,
                           flex: 1,
                           overflowY: 'auto',
+                          fontFamily: 'monospace',
+                          backgroundColor: '#fafafa',
+                          fontSize: '12px',
                         }}
                         placeholder="Enter resume content..."
                       />
@@ -1240,22 +827,8 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
                     )}
                   </>
                 )}
-                {tabValue === 'systemPrompt' && (
+                {tabValue === 'context' && (
-                  <BackstoryTextField
+                  <StyledMarkdown content={activeResume.systemPrompt || ''} />
-                    value={editSystemPrompt}
-                    onChange={(value): void => setEditSystemPrompt(value)}
-                    style={{
-                      position: 'relative',
-                      maxHeight: '100%',
-                      width: '100%',
-                      display: 'flex',
-                      minHeight: '100%',
-                      flexGrow: 1,
-                      flex: 1,
-                      overflowY: 'auto',
-                    }}
-                    placeholder="Edit system prompt..."
-                  />
                 )}
                 {tabValue === 'prompt' && (
                   <BackstoryTextField
@@ -1275,50 +848,20 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
                     placeholder="Edit prompt..."
                   />
                 )}
-                {tabValue === 'preview' && (
+                {tabValue === 'diff' && lastRevision && (
+                  <DiffViewer
+                    changeLog={activeResume.prompt || ''}
+                    original={{ content: revisionContent, name: 'original' }}
+                    modified={{ content: lastRevision.resume, name: 'modified' }}
+                  />
+                )}
+                {tabValue === 'preview' && activeResume.candidate && (
                   <Box
                     className="document-container"
                     ref={printContentRef}
                     sx={currentStyle.contentStyle}
                   >
-                    <Box
+                    <ResumePreview resume={activeResume} selectedStyle={selectedStyle} />
-                      className="a4-document"
-                      sx={{
-                        backgroundColor: currentStyle.color.background,
-                        padding: 5,
-                        minHeight: '100vh',
-                        boxShadow: '0 0 10px rgba(0,0,0,0.1)',
-                      }}
-                    >
-                      {/* Custom Header */}
-                      {activeResume.candidate && (
-                        <StyledHeader candidate={activeResume.candidate} style={currentStyle} />
-                      )}
-
-                      {/* Styled Markdown Content */}
-                      <Box sx={currentStyle.markdownStyle}>
-                        <StyledMarkdown
-                          sx={{
-                            position: 'relative',
-                            maxHeight: '100%',
-                            display: 'flex',
-                            flexGrow: 1,
-                            flex: 1,
-                            ...currentStyle.markdownStyle,
-                          }}
-                          content={editContent || activeResume.resume || ''}
-                        />
-                      </Box>
-
-                      {/* QR Code Footer */}
-                      {activeResume.candidate && activeResume.job && (
-                        <StyledFooter
-                          candidate={activeResume.candidate}
-                          job={activeResume.job}
-                          style={currentStyle}
-                        />
-                      )}
-                    </Box>
                   </Box>
                 )}
               </Scrollable>
@@ -1363,14 +906,22 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
                   <ResumeChat
                     session={activeResume.id || ''}
                     resume={editContent}
-                    onResumeChange={(newResume: string): void => {
+                    onResumeChange={(prompt: string, newResume: string): void => {
-                      setEditContent(newResume);
+                      if (newResume !== editContent) {
-                      setActiveResume({ ...activeResume, resume: newResume });
+                        handleSave(prompt).then(() => {
+                          setEditContent(newResume);
+                          setLastRevision(activeResume);
+                          setActiveResume({ ...activeResume, prompt, resume: newResume });
+                        });
+                      }
                     }}
                     sx={{
                       m: 1,
                       p: 1,
                       flexGrow: 1,
+                      position: 'relative',
+                      maxWidth: 'fit-content',
+                      minWidth: '100%',
                     }}
                   />
                 )}
@@ -1381,7 +932,9 @@ const ResumeInfo: React.FC<ResumeInfoProps> = (props: ResumeInfoProps) => {
         <DialogActions>
           <Button onClick={(): void => setEditDialogOpen(false)}>Cancel</Button>
           <Button
-            onClick={handleSave}
+            onClick={() => {
+              handleSave();
+            }}
             variant="contained"
             disabled={saving}
             startIcon={<SaveIcon />}

frontend/src/components/ui/ResumeViewer.tsx

@@ -39,6 +39,7 @@ import { useAuth } from 'hooks/AuthContext';
 import { useAppState, useSelectedResume } from 'hooks/GlobalContext'; // Assuming similar context exists
 import { useNavigate, useParams } from 'react-router-dom';
 import { Resume } from 'types/types';
+import { formatDate } from 'utils/formatDate';
 
 type SortField = 'updatedAt' | 'createdAt' | 'candidateId' | 'jobId';
 type SortOrder = 'asc' | 'desc';
@@ -214,16 +215,6 @@ const ResumeViewer: React.FC<ResumeViewerProps> = ({ onSelect, candidateId, jobI
 
   const sortedResumes = sortResumes(filteredResumes, sortField, sortOrder);
 
-  const formatDate = (date: Date | undefined): string => {
-    if (!date) return 'N/A';
-    return new Intl.DateTimeFormat('en-US', {
-      month: 'short',
-      day: 'numeric',
-      ...(isMobile ? {} : { year: 'numeric' }),
-      ...(isSmall ? {} : { hour: '2-digit', minute: '2-digit' }),
-    }).format(date);
-  };
-
   const getSortIcon = (field: SortField): JSX.Element => {
     if (sortField !== field) return <></>;
     return sortOrder === 'asc' ? (
@@ -436,7 +427,7 @@ const ResumeViewer: React.FC<ResumeViewerProps> = ({ onSelect, candidateId, jobI
                       noWrap
                       sx={{ display: 'block', fontSize: '0.7rem' }}
                     >
-                      {formatDate(resume.updatedAt)}
+                      {formatDate(resume.updatedAt, isMobile, isSmall)}
                     </Typography>
                   )}
                 </TableCell>
@@ -469,7 +460,7 @@ const ResumeViewer: React.FC<ResumeViewerProps> = ({ onSelect, candidateId, jobI
                 {!isMobile && (
                   <TableCell sx={{ py: 0.5, px: 1 }}>
                     <Typography variant="body2" sx={{ fontSize: '0.8rem' }}>
-                      {formatDate(resume.updatedAt)}
+                      {formatDate(resume.updatedAt, isMobile, isSmall)}
                     </Typography>
                     {resume.createdAt && (
                       <Typography
@@ -477,7 +468,7 @@ const ResumeViewer: React.FC<ResumeViewerProps> = ({ onSelect, candidateId, jobI
                         color="text.secondary"
                         sx={{ display: 'block', fontSize: '0.7rem' }}
                       >
-                        Created: {formatDate(resume.createdAt)}
+                        Created: {formatDate(resume.createdAt, isMobile, isSmall)}
                       </Typography>
                     )}
                   </TableCell>

frontend/src/config/navigationConfig.tsx

@@ -61,7 +61,8 @@ export const navigationConfig: NavigationConfig = {
     {
       id: 'chat',
       label: 'Candidate Chat',
-      path: '/chat',
+      path: '/chat/:resumeId?',
+      variant: 'fullWidth',
       icon: <ChatIcon />,
       component: <CandidateChatPage />,
       userTypes: ['guest', 'candidate', 'employer'],

frontend/src/pages/CandidateChatPage.tsx

@@ -1,5 +1,5 @@
 import React, { forwardRef, useState, useEffect, useRef, JSX } from 'react';
-import { Box, Paper, Button, Tooltip, SxProps } from '@mui/material';
+import { Box, Button, Tooltip, SxProps } from '@mui/material';
 import { Send as SendIcon } from '@mui/icons-material';
 import { useAuth } from 'hooks/AuthContext';
 import {
@@ -11,6 +11,7 @@ import {
   ChatMessageStatus,
   ChatMessageMetaData,
   CandidateQuestion,
+  Resume,
 } from 'types/types';
 import { ConversationHandle } from 'components/Conversation';
 import { Message } from 'components/Message';
@@ -22,6 +23,9 @@ import { BackstoryTextField, BackstoryTextFieldRef } from 'components/BackstoryT
 import { BackstoryQuery } from 'components/BackstoryQuery';
 import { CandidatePicker } from 'components/ui/CandidatePicker';
 import { Scrollable } from 'components/Scrollable';
+import { useParams } from 'react-router-dom';
+import ResumePreview from 'components/ui/ResumePreview';
+import { formatDate } from 'utils/formatDate';
 
 const emptyMetadata: ChatMessageMetaData = {
   model: 'qwen2.5',
@@ -55,6 +59,8 @@ interface CandidateChatPageProps {
 
 const CandidateChatPage = forwardRef<ConversationHandle, CandidateChatPageProps>(
   (props: CandidateChatPageProps, ref): JSX.Element => {
+    const { resumeId } = useParams<{ resumeId?: string }>();
+    const [resume, setResume] = useState<Resume | null>(null);
     const { sx } = props;
     const { apiClient } = useAuth();
     const { selectedCandidate } = useSelectedCandidate();
@@ -72,6 +78,19 @@ const CandidateChatPage = forwardRef<ConversationHandle, CandidateChatPageProps>
     const [streaming, setStreaming] = useState<boolean>(false);
     const messagesEndRef = useRef<HTMLDivElement>(null);
 
+    useEffect(() => {
+      if (!resumeId || resume) return;
+      apiClient
+        .getResume(resumeId)
+        .then(resume => {
+          setResume(resume);
+        })
+        .catch(error => {
+          console.error('Failed to load resume:', error);
+          setSnack('Failed to load resume', 'error');
+        });
+    }, [resumeId, resume, apiClient, setSnack]);
+
     const onDelete = async (session: ChatSession): Promise<void> => {
       if (!session.id) {
         return;
@@ -101,6 +120,11 @@ const CandidateChatPage = forwardRef<ConversationHandle, CandidateChatPageProps>
         status: 'done',
         type: 'text',
         timestamp: new Date(),
+        extraContext: {
+          candidateId: resume?.job?.id,
+          jobId: resume?.job?.id || '',
+          resumeId: resume?.id || '',
+        },
       };
 
       setProcessingMessage({
@@ -176,8 +200,10 @@ const CandidateChatPage = forwardRef<ConversationHandle, CandidateChatPageProps>
         apiClient
           .getOrCreateChatSession(
             selectedCandidate,
-            `Backstory chat with ${selectedCandidate.fullName}`,
+            resumeId
-            'candidate_chat'
+              ? `Backstory Resume chat ${resumeId}`
+              : `Backstory Chat with ${selectedCandidate.fullName}`,
+            resumeId ? 'resume_chat' : 'candidate_chat'
           )
           .then(session => {
             setChatSession(session);
@@ -222,7 +248,12 @@ const CandidateChatPage = forwardRef<ConversationHandle, CandidateChatPageProps>
       type: 'text',
       status: 'done',
       timestamp: new Date(),
-      content: `Welcome to the Backstory Chat about ${selectedCandidate.fullName}. Ask any questions you have about ${selectedCandidate.firstName}.`,
+      content:
+        `Welcome to the Backstory Chat about ${selectedCandidate.fullName}` +
+        (resume && ` and the ${resume.job?.title} position at ${resume.job?.company}`) +
+        `. Ask any questions you have about ${selectedCandidate.firstName}'${
+          selectedCandidate.firstName.slice(-1) !== 's' ? 's' : ''
+        } resume or skills.`,
       metadata: emptyMetadata,
     };
 
@@ -235,139 +266,166 @@ const CandidateChatPage = forwardRef<ConversationHandle, CandidateChatPageProps>
         ref={ref}
         sx={{
           display: 'flex',
-          flexDirection: 'column',
+          flexDirection: 'row',
           height: '100%' /* Restrict to main-container's height */,
           width: '100%',
           minHeight: 0 /* Prevent flex overflow */,
-          maxHeight: 'min-content',
+          maxHeight: '100%',
           '& > *:not(.Scrollable)': {
             flexShrink: 0 /* Prevent shrinking */,
           },
-          position: 'relative',
           ...sx,
+          p: 0,
+          m: 0,
+          backgroundColor: '#D3CDBF' /* Warm Gray */,
         }}
       >
-        <Paper elevation={2} sx={{ m: 1, p: 1 }}>
+        {resume && (
-          <CandidateInfo
+          <Box
-            key={selectedCandidate.username}
-            action={`Chat with Backstory about ${selectedCandidate.firstName}`}
-            elevation={4}
-            candidate={selectedCandidate}
-            variant="normal"
             sx={{
-              flexShrink: 1,
-              width: '100%',
-              maxHeight: 0,
-              minHeight: 'min-content',
-            }} // Prevent header from shrinking
-          />
-          {/* <Button
-            sx={{ maxWidth: 'max-content' }}
-            onClick={(): void => {
-              setSelectedCandidate(null);
-            }}
-            variant="contained"
-          >
-            Change Candidates
-          </Button> */}
-        </Paper>
-        {/* Chat Interface */}
-        {/* Scrollable Messages Area */}
-        {chatSession && (
-          <Scrollable
-            sx={{
-              position: 'relative',
-              maxHeight: '100%',
-              width: '100%',
               display: 'flex',
-              flexGrow: 1,
+              flexDirection: 'column',
-              flex: 1 /* Take remaining space in some-container */,
+              width: '50%',
-              overflowY: 'auto' /* Scroll if content overflows */,
+              maxHeight: '100%',
-              pt: 2,
+              p: 0,
-              pl: 1,
+              m: 0,
-              pr: 1,
+              position: 'relative',
-              pb: 2,
+              backgroundColor: '#f5f5f5',
             }}
           >
-            {messages.length === 0 && <Message {...{ chatSession, message: welcomeMessage }} />}
+            <Box
-            {messages.map((message: ChatMessage) => (
+              sx={{
-              <Message key={message.id} {...{ chatSession, message }} />
+                position: 'relative',
-            ))}
+                display: 'flex',
-            {processingMessage !== null && (
+                justifyContent: 'center',
-              <Message {...{ chatSession, message: processingMessage }} />
+                p: 1,
-            )}
-            {streamingMessage !== null && (
-              <Message {...{ chatSession, message: streamingMessage }} />
-            )}
-            {streaming && (
-              <Box
-                sx={{
-                  display: 'flex',
-                  flexDirection: 'column',
-                  alignItems: 'center',
-                  justifyContent: 'center',
-                  m: 1,
-                }}
-              >
-                <PropagateLoader
-                  size="10px"
-                  loading={streaming}
-                  aria-label="Loading Spinner"
-                  data-testid="loader"
-                />
-              </Box>
-            )}
-            <div ref={messagesEndRef} />
-          </Scrollable>
-        )}
-        {selectedCandidate.questions?.length !== 0 && (
-          <Box sx={{ diplay: 'flex', flexDirection: 'column', gap: 1, p: 1 }}>
-            {' '}
-            {selectedCandidate.questions?.map((q, i) => (
-              <BackstoryQuery key={i} question={q} submitQuery={handleSubmitQuestion} />
-            ))}
-          </Box>
-        )}
-        {/* Fixed Message Input */}
-        <Box sx={{ display: 'flex', flexShrink: 1, gap: 1 }}>
-          <DeleteConfirmation
-            onDelete={(): void => {
-              chatSession && onDelete(chatSession);
-            }}
-            disabled={!chatSession}
-            sx={{ minWidth: 'auto', px: 2, maxHeight: 'min-content' }}
-            action="reset"
-            label="chat session"
-            title="Reset Chat Session"
-            message={`Are you sure you want to reset the session? This action cannot be undone.`}
-          />
-          <BackstoryTextField
-            placeholder="Type your message about the candidate..."
-            ref={backstoryTextRef}
-            onEnter={sendMessage}
-            disabled={streaming || loading}
-          />
-          <Tooltip title="Send">
-            <span
-              style={{
-                minWidth: 'auto',
-                maxHeight: 'min-content',
-                alignSelf: 'center',
               }}
             >
-              <Button
+              <strong>{resume.job?.title}</strong>&nbsp;at&nbsp;
-                variant="contained"
+              <strong>{resume.job?.company}</strong>. Last updated{' '}
-                onClick={(): void => {
+              {formatDate(resume.updatedAt, false, true)}.
-                  sendMessage(
+            </Box>
-                    (backstoryTextRef.current && backstoryTextRef.current.getAndResetValue()) || ''
+            <Scrollable sx={{ m: 0 }}>
-                  );
+              <ResumePreview shadeMargins={false} resume={resume} />
+            </Scrollable>
+          </Box>
+        )}
+
+        <Box
+          sx={{
+            display: 'flex',
+            flexDirection: 'column',
+            width: '50%',
+            p: 1,
+            m: resume ? 0 : '0 auto',
+            position: 'relative',
+            backgroundColor: 'background.paper',
+          }}
+        >
+          {!resume && (
+            <CandidateInfo
+              key={selectedCandidate.username}
+              action={`Chat with Backstory about ${selectedCandidate.firstName}`}
+              elevation={4}
+              candidate={selectedCandidate}
+              variant="normal"
+              sx={{
+                width: '100%',
+                maxHeight: 0,
+                minHeight: 'min-content',
+              }} // Prevent header from shrinking
+            />
+          )}
+          {/* Chat Interface */}
+          {/* Scrollable Messages Area */}
+          {chatSession && (
+            <Scrollable
+              sx={{
+                width: '100%',
+              }}
+            >
+              <Box sx={{ display: 'flex', flexGrow: 1 }}></Box>
+              {messages.length === 0 && <Message {...{ chatSession, message: welcomeMessage }} />}
+              {messages.map((message: ChatMessage) => (
+                <Message key={message.id} {...{ chatSession, message }} />
+              ))}
+              {processingMessage !== null && (
+                <Message {...{ chatSession, message: processingMessage }} />
+              )}
+              {streamingMessage !== null && (
+                <Message {...{ chatSession, message: streamingMessage }} />
+              )}
+              {streaming && (
+                <Box
+                  sx={{
+                    display: 'flex',
+                    flexDirection: 'column',
+                    alignItems: 'center',
+                    justifyContent: 'center',
+                    m: 1,
+                  }}
+                >
+                  <PropagateLoader
+                    size="10px"
+                    loading={streaming}
+                    aria-label="Loading Spinner"
+                    data-testid="loader"
+                  />
+                </Box>
+              )}
+              <div ref={messagesEndRef} />
+            </Scrollable>
+          )}
+          {selectedCandidate.questions?.length !== 0 && (
+            <Box sx={{ display: 'flex', flexDirection: 'row', gap: 1, p: 1, flex: 0 }}>
+              {' '}
+              {selectedCandidate.questions?.map((q, i) => (
+                <BackstoryQuery key={i} question={q} submitQuery={handleSubmitQuestion} />
+              ))}
+            </Box>
+          )}
+          {/* Fixed Message Input */}
+          <Box sx={{ display: 'flex', gap: 1 }}>
+            <DeleteConfirmation
+              onDelete={(): void => {
+                chatSession && onDelete(chatSession);
+              }}
+              disabled={!chatSession}
+              sx={{ minWidth: 'auto', px: 2, maxHeight: 'min-content' }}
+              action="reset"
+              label="chat session"
+              title="Reset Chat Session"
+              message={`Are you sure you want to reset the session? This action cannot be undone.`}
+            />
+            <BackstoryTextField
+              placeholder="Type your message about the candidate..."
+              ref={backstoryTextRef}
+              onEnter={sendMessage}
+              disabled={streaming || loading}
+            />
+            <Tooltip title="Send">
+              <span
+                style={{
+                  minWidth: 'auto',
+                  maxHeight: 'min-content',
+                  alignSelf: 'center',
                 }}
-                disabled={streaming || loading}
               >
-                <SendIcon />
+                <Button
-              </Button>
+                  variant="contained"
-            </span>
+                  onClick={(): void => {
-          </Tooltip>
+                    sendMessage(
+                      (backstoryTextRef.current && backstoryTextRef.current.getAndResetValue()) ||
+                        ''
+                    );
+                  }}
+                  disabled={streaming || loading}
+                >
+                  <SendIcon />
+                </Button>
+              </span>
+            </Tooltip>
+          </Box>
         </Box>
       </Box>
     );

frontend/src/services/api-client.ts

@@ -752,12 +752,12 @@ class ApiClient {
     }>(response);
   }
 
-  async getResume(resumeId: string): Promise<{ success: boolean; resume: Types.Resume }> {
+  async getResume(resumeId: string): Promise<Types.Resume> {
     const response = await fetch(`${this.baseUrl}/resumes/${resumeId}`, {
       headers: this.defaultHeaders,
     });
 
-    return handleApiResponse<{ success: boolean; resume: Types.Resume }>(response);
+    return this.handleApiResponseWithConversion<Types.Resume>(response, 'Resume');
   }
 
   async deleteResume(resumeId: string): Promise<{ success: boolean; message: string }> {

frontend/src/types/types.ts

@@ -1,6 +1,6 @@
 // Generated TypeScript types from Pydantic models
 // Source: src/backend/models.py
-// Generated on: 2025-07-15T16:43:21.492940
+// Generated on: 2025-07-16T21:30:37.986984
 // DO NOT EDIT MANUALLY - This file is auto-generated
 
 // ============================
@@ -19,7 +19,7 @@ export type ApiStatusType = "streaming" | "status" | "done" | "error";
 
 export type ApplicationStatus = "applied" | "reviewing" | "interview" | "offer" | "rejected" | "accepted" | "withdrawn";
 
-export type ChatContextType = "job_search" | "job_requirements" | "candidate_chat" | "interview_prep" | "resume_review" | "edit_resume" | "general" | "generate_persona" | "generate_profile" | "generate_resume" | "generate_image" | "rag_search" | "skill_match";
+export type ChatContextType = "job_search" | "job_requirements" | "candidate_chat" | "interview_prep" | "resume_chat" | "resume_review" | "edit_resume" | "general" | "generate_persona" | "generate_profile" | "generate_resume" | "generate_image" | "rag_search" | "skill_match";
 
 export type ChatSenderType = "user" | "assistant" | "system" | "information" | "warning" | "error";
 
@@ -284,7 +284,7 @@ export interface Certification {
 }
 
 export interface ChatContext {
-  type: "job_search" | "job_requirements" | "candidate_chat" | "interview_prep" | "resume_review" | "edit_resume" | "general" | "generate_persona" | "generate_profile" | "generate_resume" | "generate_image" | "rag_search" | "skill_match";
+  type: "job_search" | "job_requirements" | "candidate_chat" | "interview_prep" | "resume_chat" | "resume_review" | "edit_resume" | "general" | "generate_persona" | "generate_profile" | "generate_resume" | "generate_image" | "rag_search" | "skill_match";
   relatedEntityId?: string;
   relatedEntityType?: "job" | "candidate" | "employer";
   additionalContext?: Record<string, any>;

frontend/src/utils/formatDate.tsx

@@ -0,0 +1,11 @@
+const formatDate = (date: Date | undefined, isMobile = false, isSmall = false): string => {
+  if (!date) return 'N/A';
+  return new Intl.DateTimeFormat('en-US', {
+    month: 'short',
+    day: 'numeric',
+    ...(isMobile ? {} : { year: 'numeric' }),
+    ...(isSmall ? {} : { hour: '2-digit', minute: '2-digit' }),
+  }).format(date);
+};
+
+export { formatDate };

src/backend/models.py

@@ -185,6 +185,7 @@ class ChatContextType(str, Enum):
     JOB_REQUIREMENTS = "job_requirements"
     CANDIDATE_CHAT = "candidate_chat"
     INTERVIEW_PREP = "interview_prep"
+    RESUME_CHAT = "resume_chat"
     RESUME_REVIEW = "resume_review"
     EDIT_RESUME = "edit_resume"
     GENERAL = "general"

src/backend/rag/rag.py

@@ -72,6 +72,9 @@ class ChromaDBFileWatcher(FileSystemEventHandler):
         self.md = MarkItDown(enable_plugins=False)  # Set to True to enable plugins
         self.processing_lock = asyncio.Lock()
 
+        self.processing_debounce = {}  # Add this line
+        self.debounce_delay = 1.0  # seconds
+
         # self.embedding_model = SentenceTransformer('all-MiniLM-L6-v2')
 
         # Path for storing file hash state
@@ -220,7 +223,17 @@ class ChromaDBFileWatcher(FileSystemEventHandler):
         return files_processed
 
     async def process_file_update(self, file_path):
-        """Process a file update event."""
+        """Process a file update event, debounced to debounce_delay."""
+
+        # Debouncing logic
+        current_time = asyncio.get_event_loop().time()
+        if file_path in self.processing_debounce:
+            time_since_last = current_time - self.processing_debounce[file_path]
+            if time_since_last < self.debounce_delay:
+                logging.info(f"Debouncing {file_path} (last processed {time_since_last:.2f}s ago)")
+                return
+
+        self.processing_debounce[file_path] = current_time
 
         # Use a lock to make the check-and-add atomic
         async with self.processing_lock:
@@ -240,15 +253,16 @@ class ChromaDBFileWatcher(FileSystemEventHandler):
             if not current_hash:
                 return
 
-            if file_path in self.file_hashes and self.file_hashes[file_path] == current_hash:
+            # Use the update_lock to make hash check and update atomic
-                logging.info(f"Hash has not changed for {file_path}")
-                return
-
-            # Update file hash
-            self.file_hashes[file_path] = current_hash
-
-            # Process and update the file in ChromaDB
             async with self.update_lock:
+                if file_path in self.file_hashes and self.file_hashes[file_path] == current_hash:
+                    logging.info(f"Hash has not changed for {file_path}")
+                    return
+
+                # Update file hash BEFORE processing to prevent race conditions
+                self.file_hashes[file_path] = current_hash
+
+                # Process and update the file in ChromaDB
                 await self._update_document_in_collection(file_path)
 
             # Save the hash state after successful update
@@ -488,23 +502,31 @@ class ChromaDBFileWatcher(FileSystemEventHandler):
             logging.error(f"Error hashing file {file_path}: {e}")
             return None
 
+    def _should_process_file(self, file_path):
+        """Check if a file should be processed."""
+        # Skip temporary files, hidden files, etc.
+        file_name = os.path.basename(file_path)
+        if file_name.startswith(".") or file_name.endswith(".tmp"):
+            return False
+
+        # Add other filtering logic as needed
+        return True
+
     def on_modified(self, event):
         """Handle file modification events."""
-        if event.is_directory:
+        if event.is_directory or not self._should_process_file(event.src_path):
             return
 
         file_path = event.src_path
-        # Schedule the update using asyncio
         asyncio.run_coroutine_threadsafe(self.process_file_update(file_path), self.loop)
         logging.info(f"File modified: {file_path}")
 
     def on_created(self, event):
         """Handle file creation events."""
-        if event.is_directory:
+        if event.is_directory or not self._should_process_file(event.src_path):
             return
 
         file_path = event.src_path
-        # Schedule the update using asyncio
         asyncio.run_coroutine_threadsafe(self.process_file_update(file_path), self.loop)
         logging.info(f"File created: {file_path}")
 
@@ -550,13 +572,13 @@ class ChromaDBFileWatcher(FileSystemEventHandler):
             if file_path.endswith(extensions):
                 p = Path(file_path)
                 p_as_md = p.with_suffix(".md")
-                if p_as_md.exists():
-                    logging.info(f"newer: {p.stat().st_mtime > p_as_md.stat().st_mtime}")
 
                 # If file_path.md doesn't exist or file_path is newer than file_path.md,
                 # fire off markitdown
                 if (not p_as_md.exists()) or (p.stat().st_mtime > p_as_md.stat().st_mtime):
                     self._markitdown(file_path, p_as_md)
+                    # Add the generated .md file to processing_files to prevent double-processing
+                    self.processing_files.add(str(p_as_md))
                 return
 
             chunks = self._markdown_chunker.process_file(file_path)

src/backend/routes/resumes.py

@@ -147,11 +147,17 @@ async def get_resume(
 ):
     """Get a specific resume by ID"""
     try:
-        resume = await database.get_resume(current_user.id, resume_id)
+        resume_data = await database.get_resume(current_user.id, resume_id)
-        if not resume:
+        if not resume_data:
             raise HTTPException(status_code=404, detail="Resume not found")
-
+        resume = Resume.model_validate(resume_data)
-        return {"success": True, "resume": resume}
+        job_data = await database.get_job(resume.job_id)
+        if job_data:
+            resume.job = Job.model_validate(job_data)
+        candidate_data = await database.get_candidate(resume.candidate_id)
+        if candidate_data:
+            resume.candidate = Candidate.model_validate(candidate_data)
+        return create_success_response(resume.model_dump(by_alias=True))
     except HTTPException:
         raise
     except Exception as e: