ProfessorNovaandClaude Opus 5
97dbff309c
Self-hosted knowledge management for SMEs: a split-screen Markdown editor whose sections an LLM refines while you write, and RAG question answering over the documents that result. FastAPI + Postgres/pgvector on the back, SvelteKit on the front, everything OpenAI-compatible and self-hostable. Squashed into a single commit; the development history stays local. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CA43ZJda8Rbp2hKXNy8f6b
45 lines
1.6 KiB
Python
45 lines
1.6 KiB
Python
"""Query mode helpers (the SSE contract itself lives in
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test_conversations_api.py)."""
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from types import SimpleNamespace
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from app.models import MessageRole
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from app.modes.query import _topic_transcript
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def _msg(role: MessageRole, content: str) -> SimpleNamespace:
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return SimpleNamespace(role=role, content=content)
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def test_topic_transcript_needs_prior_context() -> None:
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# A first message alone has no earlier context: the topic fallback is a
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# no-op, so a first-message miss stays a genuine no-answer.
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conversation = SimpleNamespace(messages=[])
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assert _topic_transcript(conversation, "Wie beantrage ich Urlaub?") == ""
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def test_topic_transcript_includes_history_and_current() -> None:
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conversation = SimpleNamespace(
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messages=[
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_msg(MessageRole.user, "Wie beantrage ich Urlaub?"),
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_msg(MessageRole.assistant, "Über das Personalportal."),
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]
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)
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transcript = _topic_transcript(conversation, "Und was war meine erste Frage?")
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assert "Urlaub" in transcript
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assert "erste Frage" in transcript
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assert transcript.count("User:") == 2
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def test_topic_transcript_does_not_duplicate_the_current_message() -> None:
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# The current message may already be persisted as the last stored turn.
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conversation = SimpleNamespace(
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messages=[
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_msg(MessageRole.user, "Erste Frage."),
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_msg(MessageRole.assistant, "Antwort."),
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_msg(MessageRole.user, "Zweite Frage."),
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]
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)
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transcript = _topic_transcript(conversation, "Zweite Frage.")
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assert transcript.count("Zweite Frage.") == 1
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