refactor: drop the litellm SDK for the openai client
litellm was doing nothing this project needs. Nine call sites, all the same shape — model, messages, a temperature, an api_base pointing at the proxy — and no streaming, tools, response_format, fallbacks, retries, Router or cost tracking anywhere. `_proxy_model()` prefixed every model with `openai/` specifically to stop litellm routing by provider, which is to say the SDK was configured to behave like the OpenAI client it now is. Embeddings, model discovery, speech and transcription already went over plain httpx. The client is built in one place instead of thirteen assembled kwargs dicts, and three things about it are deliberate: the base URL normalises to end in `/v1`, because the SDK appends to whatever root it gets and litellm happened to tolerate the bare host; `max_retries=0`, because the SDK retries twice by default and would have turned the hand-written three attempts in `extract_questions` into nine; and a placeholder key when none is configured, so an unconfigured deployment fails at the request with the 502 every call site expects rather than inside the constructor with a 500. Verified against the live proxy rather than only against mocks: sync client, async client and `_call_model` each returned from llm.danvics.com, and the service boots clean. Nine distributions dropped, 156 to 147. This also unblocked requirements.txt, which could not be edited at all while litellm==1.28.13 — withdrawn from PyPI — was pinned in it. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TqXevQJhxFrM7jJg82cgZN
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@ -55,7 +55,7 @@ from sqlalchemy import text as sa_text
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from app.database import SessionLocal
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#: (article_id, first 40 characters of the summary being replaced, new summary).
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#: (article_id, accepted opening prefixes of the summary being replaced, new summary).
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@ -328,7 +328,7 @@ REWRITES: list[tuple[int, tuple[str, str], str]] = [
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'updated vaccine, and hospitalization is highest under 2 years. Older children '
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