Doc assets¶

Screenshots for the root README and live demos. Product UI and LangSmith traces live in subfolders; architecture PNGs stay at this level.

Architecture¶

File	Use
architecture_v2.png	README Overview + ARCHITECTURE.md (primary)
architecture_detailed_v2.png	README Overview + ARCHITECTURE.md detail
architecture_v1.png	Upstream reference / comparison

File	Description
chat-empty-state.png	Welcome screen + suggested prompts
chat-assistant-response.png	Full chat with structured KB answer
chat-sources-kb.png	KB source citations (Sources tab)
chat-sources-content-kb.png	Retrieved chunk excerpts (Content tab)
chat-web-research-answer.png	Web mode answer + disclaimer
chat-sources-web.png	Web search source list

File	Description
sign-in.png	Login + GitHub OAuth
register.png	Registration form

File	Description
langsmith-trace-kb-waterfall.png	README — KB path waterfall
langsmith-trace-kb-tree.png	KB path tree (slides / deep dive)
langsmith-trace-web-waterfall.png	Web research waterfall
langsmith-trace-web-tree.png	Web research tree
langsmith-runs-table.png	Project runs table (ops appendix)

KB waterfall is in README — Quality.

Step	Asset	Talking point
1	sign-in.png	GitHub OAuth or local account; dev OAuth on API port 8000
2	chat-empty-state.png	Scoped to teaching & learning KB; suggested prompts
3	chat-assistant-response.png	Structured answer from Canvas LMS / ServiceNow KB
4	chat-sources-kb.png	Transparent citations (ServiceNow KB article links)
5	chat-web-research-answer.png	Opt-in Search the web + disclaimer
6	chat-sources-web.png	Web sources labeled WEB
7 (optional)	langsmith-trace-kb-waterfall.png	LangGraph spans (technical audience)

Placement	File
Hero / first impression	`product/chat-empty-state.png`
Core RAG value	`product/chat-assistant-response.png`
Sources	`product/chat-sources-kb.png`
Phase 6b web	`product/chat-web-research-answer.png`
Quality / observability	`observability/langsmith-trace-kb-waterfall.png`