mirror of
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whisper-1's verbose response carries a start and an end for every segment, and the file tab was reading only the start, to build the [mm:ss] prefix. Keeping the end as well is all an SRT needs. The text stays the authority on wording and the segments on timing; they meet at that prefix, which the cleanup model is already told to leave alone. So a transcript that went through cleanup still turns into properly timed subtitles. A line whose stamp matches no segment runs until the next line starts, a line with no stamp at all joins the cue above it, and an end that would run into the next cue is trimmed back. The button is dead until a timestamped run finishes, because without timestamps there are no segments to time anything with.
274 lines
10 KiB
Python
274 lines
10 KiB
Python
"""OpenAI and OpenRouter calls, stdlib only.
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Transcription runs on either provider: OpenRouter mirrors OpenAI's
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/audio/transcriptions endpoint field for field, so one multipart request serves
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both and only the key, the base URL and the model id change. Cleanup is always
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OpenRouter.
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"""
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import collections
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import json
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import mimetypes
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import os
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import secrets
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import urllib.error
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import urllib.request
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from i18n import t
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APP_URL = "https://github.com/yusufipk/dikte"
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USER_AGENT = f"dikte/1.0 (+{APP_URL})"
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OPENAI_URL = "https://api.openai.com/v1"
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OPENROUTER_URL = "https://openrouter.ai/api/v1"
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# Where a transcription request goes; built by config.Config.transcribe_target().
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# `service` is the name the user sees in an error, `provider` the one the code
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# branches on.
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Target = collections.namedtuple("Target", "provider service api_key base_url model")
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def timestamp_model(provider):
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"""Only whisper-1 returns segment times, and OpenRouter namespaces the id."""
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return "openai/whisper-1" if provider == "openrouter" else "whisper-1"
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class ApiError(Exception):
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def __init__(self, message, status=None):
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super().__init__(message)
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self.status = status
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def explain(exc, service):
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"""Turn an HTTP status into something the user can act on."""
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if exc.status in (401, 403):
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return ApiError(t("{service} rejected the API key (HTTP {code}). Open "
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"Settings and check it.", service=service, code=exc.status),
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exc.status)
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if exc.status == 402:
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return ApiError(t("{service} says the account is out of credit (HTTP 402).",
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service=service), exc.status)
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if exc.status == 429:
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return ApiError(t("{service} is rate limiting you (HTTP 429). Try again in "
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"a moment.", service=service), exc.status)
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return ApiError(f"{service}: {exc}", exc.status)
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def _request(url, data, headers, timeout=120):
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req = urllib.request.Request(url, data=data, headers=headers, method="POST")
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try:
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with urllib.request.urlopen(req, timeout=timeout) as resp:
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return json.loads(resp.read().decode("utf-8"))
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except urllib.error.HTTPError as exc:
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body = exc.read().decode("utf-8", "replace")
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raise ApiError(f"HTTP {exc.code}: {_extract_error(body)}", exc.code) from exc
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except urllib.error.URLError as exc:
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raise ApiError(t("Could not connect: {reason}", reason=exc.reason)) from exc
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except json.JSONDecodeError as exc:
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raise ApiError(t("Could not parse the response: {error}", error=exc)) from exc
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def _extract_error(body):
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try:
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payload = json.loads(body)
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except json.JSONDecodeError:
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return body[:300]
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err = payload.get("error")
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if isinstance(err, dict):
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return err.get("message") or json.dumps(err)[:300]
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if isinstance(err, str):
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return err
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return body[:300]
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def _multipart(fields, file_field, file_path):
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"""Build a multipart/form-data body; returns (body, content-type)."""
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boundary = "----dikte" + secrets.token_hex(16)
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out = bytearray()
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for name, value in fields:
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if value is None or value == "":
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continue
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out += f"--{boundary}\r\n".encode()
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out += f'Content-Disposition: form-data; name="{name}"\r\n\r\n'.encode()
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out += str(value).encode("utf-8") + b"\r\n"
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filename = os.path.basename(file_path)
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ctype = mimetypes.guess_type(filename)[0] or "application/octet-stream"
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with open(file_path, "rb") as fh:
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payload = fh.read()
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out += f"--{boundary}\r\n".encode()
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out += (
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f'Content-Disposition: form-data; name="{file_field}"; filename="{filename}"\r\n'
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f"Content-Type: {ctype}\r\n\r\n"
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).encode()
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out += payload + b"\r\n"
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out += f"--{boundary}--\r\n".encode()
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return bytes(out), f"multipart/form-data; boundary={boundary}"
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def _headers(provider, api_key, content_type=None):
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headers = {"Authorization": f"Bearer {api_key}", "User-Agent": USER_AGENT}
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if content_type:
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headers["Content-Type"] = content_type
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if provider == "openrouter":
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# What OpenRouter attributes the calls to on its app leaderboard.
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headers["HTTP-Referer"] = APP_URL
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headers["X-Title"] = "Dikte"
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return headers
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def _transcribe_request(target, wav_path, language, prompt, response_format,
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granularity=None, timeout=300):
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if not target.api_key:
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raise ApiError(t("{service} API key is empty. Add it in Settings.",
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service=target.service))
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fields = [("model", target.model), ("response_format", response_format)]
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if language and language != "auto":
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fields.append(("language", language))
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# OpenRouter takes the hint field and throws it away, so spare it the bytes.
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# The same words still reach the cleanup model as a glossary.
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if prompt and target.provider == "openai":
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fields.append(("prompt", prompt))
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if granularity:
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fields.append(("timestamp_granularities[]", granularity))
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body, ctype = _multipart(fields, "file", wav_path)
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try:
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return _request(
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f"{target.base_url.rstrip('/')}/audio/transcriptions", body,
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_headers(target.provider, target.api_key, ctype), timeout=timeout,
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)
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except ApiError as exc:
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raise explain(exc, target.service) from None
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def transcribe(target, wav_path, language="", prompt="", timeout=300):
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data = _transcribe_request(
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target, wav_path, language, prompt, "json", timeout=timeout
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)
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text = (data.get("text") or "").strip()
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if not text:
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raise ApiError(t("Transcript came back empty."))
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return text
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def transcribe_segments(target, wav_path, language="", prompt="", timeout=300):
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"""[(start_seconds, end_seconds, text)] using whisper-1's verbose response."""
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data = _transcribe_request(
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target._replace(model=timestamp_model(target.provider)),
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wav_path, language, prompt, "verbose_json",
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granularity="segment", timeout=timeout,
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)
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segments = data.get("segments") or []
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out = []
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for seg in segments:
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text = (seg.get("text") or "").strip()
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if text:
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start = float(seg.get("start") or 0.0)
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end = float(seg.get("end") or 0.0)
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out.append((start, max(end, start), text))
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if not out:
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text = (data.get("text") or "").strip()
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if not text:
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raise ApiError(t("Transcript came back empty."))
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out = [(0.0, 0.0, text)]
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return out
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def cleanup(text, api_key, model, system_prompt, base_url=OPENROUTER_URL, timeout=180):
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if not api_key:
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raise ApiError(t("{service} API key is empty. Add it in Settings.",
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service="OpenRouter"))
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payload = {
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"model": model,
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"temperature": 0,
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"messages": [
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": f"<transcript>\n{text}\n</transcript>"},
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],
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}
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try:
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data = _request(
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f"{base_url.rstrip('/')}/chat/completions",
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json.dumps(payload).encode("utf-8"),
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_headers("openrouter", api_key, "application/json"),
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timeout=timeout,
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)
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except ApiError as exc:
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raise explain(exc, "OpenRouter") from None
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choices = data.get("choices") or []
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if not choices:
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raise ApiError(_extract_error(json.dumps(data)))
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content = ((choices[0].get("message") or {}).get("content") or "").strip()
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if not content:
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raise ApiError(t("The cleanup model returned an empty reply."))
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return content
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def _get_json(url, headers, timeout=20):
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req = urllib.request.Request(url, headers=headers)
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try:
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with urllib.request.urlopen(req, timeout=timeout) as resp:
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return json.loads(resp.read().decode("utf-8"))
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except urllib.error.HTTPError as exc:
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body = exc.read().decode("utf-8", "replace")
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raise ApiError(f"HTTP {exc.code}: {_extract_error(body)}", exc.code) from exc
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except urllib.error.URLError as exc:
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raise ApiError(t("Could not connect: {reason}", reason=exc.reason)) from exc
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except json.JSONDecodeError as exc:
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raise ApiError(t("Could not parse the response: {error}", error=exc)) from exc
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def openrouter_key_status(api_key):
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"""Check the key against OpenRouter's own /key endpoint."""
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if not api_key:
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raise ApiError(t("{service} API key is empty. Add it in Settings.",
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service="OpenRouter"))
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try:
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data = _get_json(f"{OPENROUTER_URL}/key",
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{"Authorization": f"Bearer {api_key}", "User-Agent": USER_AGENT})
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except ApiError as exc:
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raise explain(exc, "OpenRouter") from None
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info = data.get("data") or {}
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limit, usage = info.get("limit"), info.get("usage")
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if limit is None:
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return t("Key works, no spending limit set.")
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return t("Key works. Used {usage} of {limit}.",
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usage=round(float(usage or 0), 3), limit=round(float(limit), 3))
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def openrouter_models(api_key="", transcription=False):
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"""Model ids available on OpenRouter (no key required).
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`transcription` narrows the list to the speech-to-text models, the only ones
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/audio/transcriptions accepts. The filter is applied again on the result,
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because a query parameter the API stops honouring would otherwise quietly
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hand back all several hundred models.
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"""
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url = f"{OPENROUTER_URL}/models"
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if transcription:
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url += "?output_modalities=transcription"
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headers = {"User-Agent": USER_AGENT}
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if api_key:
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headers["Authorization"] = f"Bearer {api_key}"
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models = _get_json(url, headers).get("data", [])
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if transcription:
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models = [m for m in models
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if "transcription" in (m.get("architecture") or {}).get(
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"output_modalities", [])]
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return sorted(m["id"] for m in models if m.get("id"))
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def openai_models(api_key, base_url=OPENAI_URL):
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if not api_key:
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raise ApiError(t("{service} API key is empty. Add it in Settings.",
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service="OpenAI"))
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try:
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data = _get_json(
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f"{base_url.rstrip('/')}/models",
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{"Authorization": f"Bearer {api_key}", "User-Agent": USER_AGENT},
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)
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except ApiError as exc:
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raise explain(exc, "OpenAI") from None
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ids = [m["id"] for m in data.get("data", []) if m.get("id")]
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audio = [i for i in ids if "transcribe" in i or "whisper" in i]
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return sorted(audio or ids)
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