Ports two fixes from the canonical oracle-cookbook demo into the oracle-agent-memory
showcase agent (server.py was byte-identical to the demo's pre-fix version):
1. Dangling tool-calls: booking conversationally calls the book_flight HITL tool,
which interrupts and emits an assistant tool_call awaiting the UI's Confirm/Cancel.
If the traveler sends another chat message instead, the unanswered tool_call made
the next turn 400 ("tool_call_ids did not have response messages"). _repair_dangling_tool_calls
synthesizes a "not completed" tool result for any dangling call before the history
reaches the graph. (Inverse of the duplicate-tool-block issue the history-replace
already handled — documented in docs/known-issues/agentspec-multiturn-toolcall-correlation.md.)
2. HTML-escaped persistence: the agentspec exporter HTML-escapes streamed deltas
(& < > -> & < >); the SSE generator persisted them raw, so assistant
replies were stored in Oracle Agent Memory as e.g. "fares < $700".
_clean_assistant_text html.unescapes the assembled text before persisting.
Both are reproduced + verified in oracle-cookbook (unit tests + in-browser); the ported
functions are byte-identical to the verified demo code.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Runnable companion to the "Build an Agentic Travel App with Oracle Agent
Memory, Agent Spec, and CopilotKit" cookbook recipe: a portable Oracle Agent
Spec agent on LangGraph over AG-UI, long-term memory on Oracle AI Database,
and a CopilotKit V2 frontend with generative UI + human-in-the-loop.
- agent/ Python (uv) Agent Spec agent + FastAPI AG-UI server
- frontend/ Next.js CopilotKit V2 chat (flight cards, recall chip, HITL booking)
- db/ Oracle AI Database (Free image) + cookbook-user init
- docker-compose.yml for local Oracle; per-service railway.json for deploy
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
GeneralJerel