Overhaul extraction pipeline with new TradeItem model, conversation flow, and dedicated extraction endpoint. Add sidebar navigation with NavMenu component and landing page. Introduce few-shot prompting service and tests. Add prompt settings and email upload specs. Update OpenSpec tooling with improved export-spec and extract-feature commands. Archive completed changes and export full specs. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Purpose
Define the chat interface — message display, input handling, auto-scroll, and routing.
Requirements
Requirement: Message display
The chat page SHALL display messages in a vertically scrolling list, with each message showing the sender role (user or assistant), the message content, and a visual distinction between user and assistant messages (e.g., alignment, color, or avatar). Assistant messages SHALL render content as formatted HTML converted from markdown; user messages SHALL display as plain text.
Scenario: User message displayed
- WHEN the user sends a message
- THEN the message appears in the message list aligned or styled to indicate it is from the user, rendered as plain text
Scenario: Assistant message displayed
- WHEN the assistant responds
- THEN the response appears in the message list with distinct styling from user messages, with markdown content rendered as formatted HTML
Scenario: Message ordering
- WHEN multiple messages exist in the conversation
- THEN messages are displayed in chronological order, oldest at top
Requirement: Message input
The chat page SHALL provide a text input area at the bottom of the page where the user can type and submit messages. The input area SHALL also include a file upload button for triggering email extraction.
Scenario: Submit via button
- WHEN the user types text and clicks the send button
- THEN the message is added to the conversation and the input is cleared
Scenario: Submit via Enter key
- WHEN the user types text and presses Enter
- THEN the message is submitted (same as clicking send)
Scenario: Empty input blocked
- WHEN the user attempts to send an empty or whitespace-only message
- THEN nothing is sent and no message is added
Scenario: Input disabled during streaming
- WHEN the assistant is currently streaming a response
- THEN the input field, send button, and upload button are disabled until streaming completes
Scenario: Upload button opens file picker
- WHEN the user clicks the upload button in the input area
- THEN a file picker dialog opens filtered to .html files
Requirement: Thinking indicator
The chat page SHALL show a visual indicator while waiting for the first token from the assistant.
Scenario: Indicator shown during wait
- WHEN the user sends a message and the assistant has not yet started streaming
- THEN a thinking indicator (e.g., animated dots) is shown in the assistant message area
Scenario: Indicator replaced by content
- WHEN the first token arrives from the stream
- THEN the thinking indicator is replaced by the streamed text
Requirement: Streaming AI response
The assistant SHALL reply with a real AI response streamed from the backend API, using the full conversation history as context. Tokens appear incrementally as they arrive.
Scenario: Bot replies with streamed AI response
- WHEN the user sends any message
- THEN the assistant message appears and grows token by token as the stream delivers text
Scenario: Full history sent with each request
- WHEN the user sends a message after prior exchanges
- THEN all previous user and assistant messages are included in the API request so the AI has conversational context
Requirement: New chat button
The chat page SHALL provide a button to clear the current conversation and start a new one.
Scenario: User starts a new chat
- WHEN the user clicks the "New Chat" button
- THEN all messages are cleared and the empty state is shown
Scenario: New chat button disabled during streaming
- WHEN the assistant is currently streaming a response
- THEN the "New Chat" button is disabled
Requirement: Auto-scroll
The message list SHALL automatically scroll to the newest message when a new message is added.
Scenario: New message scrolls into view
- WHEN a new message (user or assistant) is added to the conversation
- THEN the message list scrolls to the bottom so the new message is visible
Requirement: Chat page is default route
The chat page SHALL be routed at /sales-assistant (or / with redirect). The page content SHALL be wrapped in a MudTabs container with the conversation UI in the first tab panel.
Scenario: App opens to chat via redirect
- WHEN the user navigates to the root URL
/ - THEN the browser redirects to
/sales-assistantand the chat page is displayed
Scenario: Direct navigation to sales-assistant
- WHEN the user navigates to
/sales-assistant - THEN the chat page is displayed
Scenario: Page loads with chat tab active
- WHEN the user navigates to the chat page
- THEN the Chat tab is active showing the message list and input area
Scenario: Chat functionality unchanged
- WHEN the user sends a message from the Chat tab
- THEN the assistant response streams in exactly as before, with the same SSE contract and rendering behavior