ci(discord): announce published stable releases via webhook (#2539)

Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>

.github/discord-release/README.md

@@ -0,0 +1,111 @@
+# Discord release announcements
+
+This independent workflow announces new stable LangBot releases in the channel
+selected by a dedicated Discord incoming webhook. It does not change the existing
+release/build workflows, edit releases, run a persistent service, poll, or backfill.
+Announcements run on publication, independently of artifact builds finishing.
+
+## Setup and read-only validation
+
+1. In the intended community **announcement channel**, create a dedicated incoming
+   webhook (Channel Settings → Integrations → Webhooks). Copy its URL; do not reuse
+   a webhook belonging to another automation.
+2. In `langbot-app/LangBot` → Settings → Secrets and variables → Actions, create the
+   **repository secret** `DISCORD_RELEASE_WEBHOOK_URL`. Its value must be exactly
+   `https://discord.com/api/webhooks/<id>/<token>` — no query, trailing slash,
+   API-version segment, or alternate domain. Treat the entire URL as a password.
+3. Once this workflow is on `master`, open Actions → **Discord Release Announcement**
+   → Run workflow, choosing `master`. Alternatively:
+
+   ```sh
+   gh workflow run discord-release.yml --repo langbot-app/LangBot --ref master
+   ```
+
+4. Inspect **Validate webhook (GET only, no message)**. It checks webhook type `1`
+   and reports `guild_id` and `channel_id`; compare both with the intended server
+   and channel using Discord Developer Mode → Copy ID. The secret determines the
+   destination; no channel ID is guessed or overridden. The URL/token is never
+   logged. Dispatch cannot send a test message or announce an old release, even
+   when run again. Missing/invalid secrets fail validation clearly; offline tests
+   do not need secrets.
+
+GET validation confirms the webhook's identity, not delivery or notification
+permissions. Verify those on the first genuine release. `mention_everyone=true`
+confirms Discord parsed the mention; it cannot prove every member received a push
+notification (member/server notification settings still apply).
+
+## Activation and message
+
+The workflow and `.github/discord-release/` helper **must be in the commit targeted
+by each new release tag**. Merging to `master` does not enable announcements for
+old tags whose commits lack these files. Manual dispatch becomes available when
+the workflow is on the default branch. Only publish release tags from trusted,
+reviewed commits: release workflows execute that tag's code with the secret.
+
+Only `release` events with action `published`, `draft=false`, and
+`prerelease=false` can send. Drafts and prereleases are skipped; release edits do
+not trigger announcements. The helper requires the repository to be exactly
+`langbot-app/LangBot`, a stable `vX.Y.Z` tag (ASCII digits, at most 64 characters),
+and its exact canonical GitHub release URL. Other naming schemes fail closed.
+
+Example message (the version and URL come from the validated event file):
+
+```text
+@everyone LangBot v4.10.11 is now available!
+Release notes: https://github.com/langbot-app/LangBot/releases/tag/v4.10.11
+```
+
+The release title/body is never copied. There is one literal `@everyone`, explicit
+`allowed_mentions.parse=["everyone"]`, empty user/role allowlists, and no reply
+mention. TTS and notification-suppressing flags are disabled. Requests use HTTPS
+only to `discord.com`, an explicit User-Agent, and no redirects or automatic
+retries. After a webhook identity GET, one `POST ?wait=true` obtains a message ID;
+an exact `/messages/<id>` GET verifies its ID, webhook/channel, content,
+`mention_everyone=true`, and empty user/role mention arrays before success.
+
+## Repeat guard and manual recovery
+
+Production sending requires **`GITHUB_RUN_ATTEMPT == "1"`**. Any Actions rerun
+(including “Re-run failed jobs”) refuses to POST and requires manual reconciliation,
+even if the first attempt failed before sending. Read-only dispatch may be rerun.
+
+This is a practical repeat guard, **not durable exactly-once delivery**. It cannot
+prevent duplicates from a separate new run/event (for example deleting/recreating
+a release), separate automation, or manual posting. It stores no durable dedupe
+state and never modifies the release to mark delivery.
+
+If a POST times out, returns an error, or readback fails, the message may already
+exist. The workflow fails rather than blindly sending again. A returned message ID
+is included in the safe error when available. A runner termination can also leave
+an ambiguous send without that log line.
+
+1. Inspect the announcement channel and the failed run logs. Locate the canonical
+   release link and, if available, the returned message ID. A failed verification
+   does **not** mean the message was absent.
+2. If present, reconcile the existing message/mention problem manually; do not
+   rerun, create another release event, or send a duplicate ping.
+3. If an operator has positively confirmed no message exists, fix the secret or
+   permission issue and use read-only dispatch to validate configuration. A
+   maintainer may then post the announcement manually once in Discord and record
+   the message link in the incident/run notes. Do not override the attempt guard
+   or delete/recreate a release to force recovery.
+4. If absence cannot be established, pause and reconcile rather than resending.
+
+To stop future sends, disable **Discord Release Announcement** in Actions. Rotate
+or delete the dedicated Discord webhook if the URL is exposed, and update the
+secret before validation. No rollback of release artifacts is involved.
+
+## Local checks
+
+Requires Python 3.11+ and the standard library only:
+
+```sh
+python3 -m unittest discover -s .github/discord-release -p 'test_*.py' -v
+python3 -m py_compile .github/discord-release/announce.py .github/discord-release/test_announce.py
+```
+
+Tests exercise policy, CLI/event-file handling, mention payloads, hostile inputs,
+HTTP failures, exact message readback, and refusal to retry. Only the HTTPS
+transport is mocked for Discord tests; no live Discord requests or messages are
+made. Changes to this directory or its workflow run the offline tests on push and
+pull request; tests also gate release sending and read-only dispatch validation.

.github/discord-release/announce.py

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+"""Announce only first-attempt stable releases; dispatch is read-only validation."""
+
+import http.client
+import json
+import os
+from pathlib import Path
+import re
+import sys
+
+REPOSITORY = 'langbot-app/LangBot'
+RELEASE_PREFIX = f'https://github.com/{REPOSITORY}/releases/tag/'
+RECONCILE = (
+    'Do not resend or bypass the run-attempt guard; manual reconciliation is required. '
+    'Inspect the announcement channel and workflow logs before any manual recovery '
+    '(see .github/discord-release/README.md).'
+)
+
+
+class AnnouncementError(Exception):
+    """A safe, operator-facing error containing no webhook URL or response body."""
+
+
+def release_payload(event, attempt):
+    """Return a bounded, mention-safe payload, or None for draft/preview releases."""
+    if not isinstance(event, dict) or event.get('action') != 'published':
+        raise AnnouncementError('Only release.published events are accepted.')
+    repository = event.get('repository')
+    if not isinstance(repository, dict) or repository.get('full_name') != REPOSITORY:
+        raise AnnouncementError('Unexpected release repository.')
+    release = event.get('release')
+    if not isinstance(release, dict) or any(type(release.get(key)) is not bool for key in ('draft', 'prerelease')):
+        raise AnnouncementError('Invalid release flags.')
+    if release['draft'] or release['prerelease']:
+        return None
+    if attempt != '1':
+        raise AnnouncementError(f'Release reruns or missing run attempts are refused. {RECONCILE}')
+    tag = release.get('tag_name')
+    if not isinstance(tag, str) or len(tag) > 64 or not re.fullmatch(r'v[0-9]+\.[0-9]+\.[0-9]+', tag):
+        raise AnnouncementError('Expected a stable release tag in vX.Y.Z format (at most 64 characters).')
+    url = RELEASE_PREFIX + tag
+    if release.get('html_url') != url:
+        raise AnnouncementError('Release URL must be the canonical LangBot release URL matching its tag.')
+    return {
+        'content': f'@everyone LangBot {tag} is now available!\nRelease notes: {url}',
+        'allowed_mentions': {'parse': ['everyone'], 'users': [], 'roles': [], 'replied_user': False},
+        'tts': False,
+        'flags': 0,
+    }
+
+
+def is_snowflake(value):
+    return isinstance(value, str) and re.fullmatch(r'[0-9]{1,20}', value) is not None
+
+
+class DiscordWebhook:
+    def __init__(self, url):
+        if not url:
+            raise AnnouncementError('DISCORD_RELEASE_WEBHOOK_URL is missing. Set the repository Actions secret.')
+        match = re.fullmatch(r'https://discord\.com(/api/webhooks/([0-9]{1,20})/[A-Za-z0-9_-]+)', url)
+        if not match:
+            raise AnnouncementError('Invalid webhook URL; expected https://discord.com/api/webhooks/<id>/<token>.')
+        self.path, self.id = match.groups()
+
+    def _request(self, method, suffix='', payload=None):
+        # Direct HTTPS, default certificate verification, no proxies or redirect/retry machinery.
+        connection = http.client.HTTPSConnection('discord.com', timeout=20)
+        try:
+            body = json.dumps(payload).encode('utf-8') if payload is not None else None
+            connection.request(
+                method,
+                self.path + suffix,
+                body=body,
+                headers={'Content-Type': 'application/json', 'User-Agent': 'LangBot-Release-Announcements/1.0'},
+            )
+            response = connection.getresponse()
+            if response.status != 200:
+                raise AnnouncementError(f'Discord {method} returned HTTP {response.status}; no retry was attempted.')
+            raw = response.read(1_048_577)
+            if len(raw) > 1_048_576:
+                raise AnnouncementError('Discord response exceeded the size limit.')
+            return json.loads(raw)
+        except (OSError, http.client.HTTPException, ValueError, UnicodeError):
+            # Exceptions and bodies can contain the token; never print them or chain them.
+            raise AnnouncementError(
+                f'Discord {method} failed or returned invalid JSON; no retry was attempted.'
+            ) from None
+        finally:
+            connection.close()
+
+    def validate(self):
+        """GET only: verify an incoming webhook and return safe identifying fields."""
+        webhook = self._request('GET')
+        if (
+            not isinstance(webhook, dict)
+            or type(webhook.get('type')) is not int
+            or webhook['type'] != 1
+            or webhook.get('id') != self.id
+            or not is_snowflake(webhook.get('guild_id'))
+            or not is_snowflake(webhook.get('channel_id'))
+        ):
+            raise AnnouncementError('Expected an incoming (type 1) webhook with matching ID and guild/channel IDs.')
+        return {key: webhook[key] for key in ('id', 'type', 'guild_id', 'channel_id')}
+
+    def send(self, payload):
+        """One POST, followed by exact message GET; never automatically retry a send."""
+        webhook = self.validate()
+        message_id = None
+        try:
+            sent = self._request('POST', '?wait=true', payload)
+            if not isinstance(sent, dict) or not is_snowflake(sent.get('id')):
+                raise AnnouncementError('Discord did not return a valid message ID.')
+            message_id = sent['id']
+            saved = self._request('GET', f'/messages/{message_id}')
+            if (
+                not isinstance(saved, dict)
+                or saved.get('id') != message_id
+                or saved.get('webhook_id') != self.id
+                or saved.get('channel_id') != webhook['channel_id']
+                or saved.get('content') != payload['content']
+                or saved.get('mention_everyone') is not True
+                or saved.get('mentions') != []
+                or saved.get('mention_roles') != []
+            ):
+                raise AnnouncementError('Discord message readback did not match content, identity, or mentions.')
+        except AnnouncementError as error:
+            reference = f' Returned message ID: {message_id}.' if message_id else ''
+            raise AnnouncementError(f'Delivery not confirmed. {error}{reference} {RECONCILE}') from None
+        return message_id
+
+
+def main(env=None):
+    env = os.environ if env is None else env
+    try:
+        if env.get('GITHUB_REPOSITORY') != REPOSITORY:
+            raise AnnouncementError('This workflow is restricted to langbot-app/LangBot.')
+        name = env.get('GITHUB_EVENT_NAME')
+        if name == 'workflow_dispatch':
+            webhook = DiscordWebhook(env.get('DISCORD_RELEASE_WEBHOOK_URL')).validate()
+            print(
+                f'Validated incoming webhook: guild_id={webhook["guild_id"]} channel_id={webhook["channel_id"]}. No message sent.'
+            )
+            return 0
+        if name != 'release':
+            raise AnnouncementError('Only release and workflow_dispatch events are accepted by this helper.')
+        try:
+            event = json.loads(Path(env.get('GITHUB_EVENT_PATH', '')).read_text(encoding='utf-8'))
+        except (OSError, ValueError, UnicodeError):
+            raise AnnouncementError('Cannot read a valid JSON release event from GITHUB_EVENT_PATH.') from None
+        payload = release_payload(event, env.get('GITHUB_RUN_ATTEMPT'))
+        if payload is None:
+            print('Skipped draft or prerelease; no message sent.')
+            return 0
+        message_id = DiscordWebhook(env.get('DISCORD_RELEASE_WEBHOOK_URL')).send(payload)
+        print(f'Announcement verified by exact message readback: message_id={message_id}.')
+        return 0
+    except AnnouncementError as error:
+        print(f'Error: {error}', file=sys.stderr)
+        return 1
+
+
+if __name__ == '__main__':
+    sys.exit(main())

.github/discord-release/test_announce.py

@@ -0,0 +1,427 @@
+"""Offline contract tests; no Discord credentials or network required."""
+
+import contextlib
+import io
+import json
+import os
+from pathlib import Path
+import subprocess
+import sys
+import tempfile
+import unittest
+from unittest.mock import MagicMock, patch
+
+try:
+    import announce
+except ModuleNotFoundError:
+    announce = None
+
+WEBHOOK = 'https://discord.com/api/webhooks/123456789012345678/fixture_token-ONLY'
+WEBHOOK_ID = '123456789012345678'
+GUILD_ID = '234567890123456789'
+CHANNEL_ID = '345678901234567890'
+MESSAGE_ID = '456789012345678901'
+REPO = 'langbot-app/LangBot'
+URL = f'https://github.com/{REPO}/releases/tag/v4.10.11'
+CONTENT = f'@everyone LangBot v4.10.11 is now available!\nRelease notes: {URL}'
+
+
+def event():
+    return {
+        'action': 'published',
+        'repository': {'full_name': REPO},
+        'release': {
+            'draft': False,
+            'prerelease': False,
+            'tag_name': 'v4.10.11',
+            'html_url': URL,
+            'name': 'Hostile @everyone <@123> $(touch /tmp/unsafe)',
+            'body': '@everyone @here <@123> <@&456> `hostile`',
+        },
+    }
+
+
+def metadata():
+    return {'id': WEBHOOK_ID, 'type': 1, 'guild_id': GUILD_ID, 'channel_id': CHANNEL_ID}
+
+
+def message():
+    return {
+        'id': MESSAGE_ID,
+        'webhook_id': WEBHOOK_ID,
+        'channel_id': CHANNEL_ID,
+        'content': CONTENT,
+        'mention_everyone': True,
+        'mentions': [],
+        'mention_roles': [],
+    }
+
+
+class BaseTest(unittest.TestCase):
+    def setUp(self):
+        self.assertIsNotNone(announce, 'The release announcement helper must exist')
+
+
+class PolicyTests(BaseTest):
+    def test_payload_has_one_literal_everyone_and_no_untrusted_body(self):
+        payload = announce.release_payload(event(), '1')
+        self.assertEqual(payload['content'], CONTENT)
+        self.assertEqual(json.dumps(payload).count('@everyone'), 1)
+        self.assertEqual(
+            payload['allowed_mentions'],
+            {
+                'parse': ['everyone'],
+                'users': [],
+                'roles': [],
+                'replied_user': False,
+            },
+        )
+        self.assertIs(payload['tts'], False)
+        self.assertEqual(payload['flags'], 0)
+
+    def test_drafts_and_prereleases_are_skipped(self):
+        for flag in ('draft', 'prerelease'):
+            with self.subTest(flag=flag):
+                value = event()
+                value['release'][flag] = True
+                self.assertIsNone(announce.release_payload(value, '1'))
+
+    def test_only_published_action_is_accepted(self):
+        for action in ('edited', 'created', 'released', 'deleted', '', None):
+            with self.subTest(action=action):
+                value = event()
+                value['action'] = action
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.release_payload(value, '1')
+
+    def test_reruns_and_missing_attempt_refuse_manual_reconciliation(self):
+        for attempt in ('2', '3', '', None, '01', '0', '1\n'):
+            with self.subTest(attempt=attempt):
+                with self.assertRaisesRegex(announce.AnnouncementError, 'manual reconciliation'):
+                    announce.release_payload(event(), attempt)
+
+    def test_repository_must_match_exactly(self):
+        for repo in ('evil/LangBot', 'langbot-app/langbot', None):
+            value = event()
+            value['repository']['full_name'] = repo
+            with self.assertRaises(announce.AnnouncementError):
+                announce.release_payload(value, '1')
+
+    def test_hostile_and_noncanonical_tags_are_rejected(self):
+        for tag in (
+            'v1.2.3 @everyone',
+            'v1.2.3\n',
+            'v1.2.3/../../x',
+            'v1.2.3?x=y',
+            '$(id)',
+            'v1.2.3-rc.1',
+            'v１.2.3',
+            'v1.2.3%0a',
+            '<@123>',
+            'v1.2.' + '3' * 100,
+            '',
+            None,
+            123,
+        ):
+            with self.subTest(tag=tag):
+                value = event()
+                value['release']['tag_name'] = tag
+                value['release']['html_url'] = f'https://github.com/{REPO}/releases/tag/{tag}'
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.release_payload(value, '1')
+
+    def test_release_url_must_be_canonical_and_match_tag(self):
+        for url in (
+            'https://evil.example/tag/v4.10.11',
+            URL + '?x=y',
+            URL + '#anchor',
+            URL + '/',
+            URL.replace('v4.10.11', 'v4.10.12'),
+            URL.replace('github.com', 'github.com@evil.example'),
+            URL.replace('https:', 'http:'),
+            URL + '\n',
+            None,
+        ):
+            with self.subTest(url=url):
+                value = event()
+                value['release']['html_url'] = url
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.release_payload(value, '1')
+
+    def test_malformed_events_fail_closed(self):
+        for value in (None, [], {}, {'release': []}, {'repository': None}):
+            with self.subTest(value=value):
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.release_payload(value, '1')
+        for flag in ('draft', 'prerelease'):
+            for bad in (None, 'false', 0, 1):
+                value = event()
+                value['release'][flag] = bad
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.release_payload(value, '1')
+
+
+class DiscordTests(BaseTest):
+    def setUp(self):
+        super().setUp()
+        self.patch = patch('announce.http.client.HTTPSConnection')
+        self.connection_class = self.patch.start()
+        self.addCleanup(self.patch.stop)
+        self.connection = self.connection_class.return_value
+
+    def respond(self, *values):
+        responses = []
+        for value in values:
+            response = MagicMock()
+            response.status = 200
+            response.read.return_value = json.dumps(value).encode()
+            responses.append(response)
+        self.connection.getresponse.side_effect = responses
+
+    def methods(self):
+        return [call.args[0] for call in self.connection.request.call_args_list]
+
+    def test_webhook_validation_is_get_only_and_reports_ids(self):
+        self.respond(metadata())
+        result = announce.DiscordWebhook(WEBHOOK).validate()
+        self.assertEqual(result, metadata())
+        self.assertEqual(self.methods(), ['GET'])
+        self.assertEqual(
+            self.connection.request.call_args.args[:2], ('GET', f'/api/webhooks/{WEBHOOK_ID}/fixture_token-ONLY')
+        )
+        self.connection_class.assert_called_with('discord.com', timeout=20)
+        self.connection.close.assert_called_once()
+
+    def test_invalid_webhook_urls_are_rejected_before_network(self):
+        for url in (
+            '',
+            None,
+            WEBHOOK + '/',
+            WEBHOOK + '?wait=true',
+            WEBHOOK + '#x',
+            WEBHOOK + '\n',
+            ' ' + WEBHOOK,
+            WEBHOOK.replace('https:', 'http:'),
+            WEBHOOK.replace('discord.com', 'discord.com.evil.example'),
+            WEBHOOK.replace('discord.com', 'discord.com@evil.example'),
+            WEBHOOK.replace('discord.com', 'discord.com:443'),
+            WEBHOOK.replace('/api/', '/api/v10/'),
+            WEBHOOK.replace(WEBHOOK_ID, 'abc'),
+            WEBHOOK + '/../../x',
+            WEBHOOK.replace('fixture_token-ONLY', 'a%2Fb'),
+        ):
+            with self.subTest(url=url):
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.DiscordWebhook(url)
+        self.connection_class.assert_not_called()
+
+    def test_webhook_metadata_requires_incoming_type_and_ids(self):
+        invalid = [
+            None,
+            [],
+            {},
+            dict(metadata(), type=2),
+            dict(metadata(), type=True),
+            dict(metadata(), id='999'),
+            dict(metadata(), channel_id=None),
+            dict(metadata(), guild_id='::error::hostile'),
+        ]
+        for value in invalid:
+            with self.subTest(value=value):
+                self.respond(value)
+                with self.assertRaises(announce.AnnouncementError):
+                    announce.DiscordWebhook(WEBHOOK).validate()
+        self.assertNotIn('POST', self.methods())
+
+    def test_send_waits_and_reads_back_exact_returned_message(self):
+        self.respond(metadata(), message(), message())
+        result = announce.DiscordWebhook(WEBHOOK).send(announce.release_payload(event(), '1'))
+        self.assertEqual(result, MESSAGE_ID)
+        self.assertEqual(self.methods(), ['GET', 'POST', 'GET'])
+        calls = self.connection.request.call_args_list
+        self.assertEqual(calls[1].args[:2], ('POST', f'/api/webhooks/{WEBHOOK_ID}/fixture_token-ONLY?wait=true'))
+        self.assertEqual(json.loads(calls[1].kwargs['body']), announce.release_payload(event(), '1'))
+        self.assertEqual(
+            calls[2].args[:2], ('GET', f'/api/webhooks/{WEBHOOK_ID}/fixture_token-ONLY/messages/{MESSAGE_ID}')
+        )
+
+    def test_readback_must_match_content_mentions_and_identity(self):
+        for field, bad in (
+            ('content', 'wrong'),
+            ('mention_everyone', False),
+            ('mention_everyone', 1),
+            ('mentions', [{'id': '123'}]),
+            ('mention_roles', ['123']),
+            ('id', '999'),
+            ('channel_id', '999'),
+            ('webhook_id', '999'),
+        ):
+            with self.subTest(field=field, bad=bad):
+                self.connection.reset_mock()
+                self.respond(metadata(), message(), dict(message(), **{field: bad}))
+                with self.assertRaisesRegex(announce.AnnouncementError, 'manual reconciliation'):
+                    announce.DiscordWebhook(WEBHOOK).send(announce.release_payload(event(), '1'))
+                self.assertEqual(self.methods().count('POST'), 1)
+
+    def test_missing_readback_fields_fail_closed(self):
+        for field in message():
+            value = message()
+            del value[field]
+            self.respond(metadata(), message(), value)
+            with self.assertRaises(announce.AnnouncementError):
+                announce.DiscordWebhook(WEBHOOK).send(announce.release_payload(event(), '1'))
+
+    def test_unsafe_post_message_id_never_becomes_get_path(self):
+        for value in (None, {}, dict(message(), id='../evil'), dict(message(), id='123?x=y')):
+            self.connection.reset_mock()
+            self.respond(metadata(), value)
+            with self.assertRaisesRegex(announce.AnnouncementError, 'manual reconciliation'):
+                announce.DiscordWebhook(WEBHOOK).send(announce.release_payload(event(), '1'))
+            self.assertEqual(self.methods(), ['GET', 'POST'])
+
+    def test_post_failure_never_retries_and_never_logs_secret(self):
+        for status in (301, 302, 307, 308, 400, 401, 403, 429, 500, 204):
+            with self.subTest(status=status):
+                self.connection.reset_mock()
+                self.respond(metadata(), message())
+                responses = list(self.connection.getresponse.side_effect)
+                responses[1].status = status
+                self.connection.getresponse.side_effect = responses
+                with self.assertRaisesRegex(announce.AnnouncementError, 'manual reconciliation') as caught:
+                    announce.DiscordWebhook(WEBHOOK).send(announce.release_payload(event(), '1'))
+                self.assertNotIn('fixture_token', str(caught.exception))
+                self.assertEqual(self.methods(), ['GET', 'POST'])
+
+    def test_ambiguous_timeout_never_retries_or_echoes_exception(self):
+        self.respond(metadata())
+        first = next(self.connection.getresponse.side_effect)
+        self.connection.getresponse.side_effect = [first, TimeoutError(WEBHOOK)]
+        with self.assertRaisesRegex(announce.AnnouncementError, 'manual reconciliation') as caught:
+            announce.DiscordWebhook(WEBHOOK).send(announce.release_payload(event(), '1'))
+        self.assertNotIn('fixture_token', str(caught.exception))
+        self.assertEqual(self.methods(), ['GET', 'POST'])
+
+    def test_malformed_json_response_is_sanitized(self):
+        self.respond(metadata())
+        response = next(self.connection.getresponse.side_effect)
+        response.read.return_value = WEBHOOK.encode()
+        self.connection.getresponse.side_effect = [response]
+        with self.assertRaises(announce.AnnouncementError) as caught:
+            announce.DiscordWebhook(WEBHOOK).validate()
+        self.assertNotIn('fixture_token', str(caught.exception))
+
+    def test_get_redirect_is_not_followed(self):
+        self.respond(metadata())
+        response = next(self.connection.getresponse.side_effect)
+        response.status = 302
+        response.getheader.return_value = 'https://evil.example/'
+        self.connection.getresponse.side_effect = [response]
+        with self.assertRaises(announce.AnnouncementError):
+            announce.DiscordWebhook(WEBHOOK).validate()
+        self.assertEqual(self.methods(), ['GET'])
+
+
+class EntrypointTests(BaseTest):
+    def run_main(self, data=None, **overrides):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'event.json'
+            path.write_text(json.dumps(event() if data is None else data))
+            env = {
+                'GITHUB_EVENT_NAME': 'release',
+                'GITHUB_EVENT_PATH': str(path),
+                'GITHUB_REPOSITORY': REPO,
+                'GITHUB_RUN_ATTEMPT': '1',
+                'DISCORD_RELEASE_WEBHOOK_URL': WEBHOOK,
+            }
+            env.update(overrides)
+            output = io.StringIO()
+            with contextlib.redirect_stdout(output), contextlib.redirect_stderr(output):
+                result = announce.main(env)
+            return result, output.getvalue()
+
+    def test_dispatch_only_validates_even_if_event_contains_release(self):
+        with patch('announce.DiscordWebhook') as client:
+            client.return_value.validate.return_value = metadata()
+            result, output = self.run_main(GITHUB_EVENT_NAME='workflow_dispatch')
+        self.assertEqual(result, 0)
+        client.return_value.validate.assert_called_once()
+        client.return_value.send.assert_not_called()
+        self.assertIn(GUILD_ID, output)
+        self.assertIn(CHANNEL_ID, output)
+        self.assertNotIn('fixture_token', output)
+
+    def test_production_release_sends_once(self):
+        with patch('announce.DiscordWebhook') as client:
+            client.return_value.send.return_value = MESSAGE_ID
+            result, output = self.run_main()
+        self.assertEqual(result, 0)
+        client.return_value.send.assert_called_once_with(announce.release_payload(event(), '1'))
+        self.assertIn(MESSAGE_ID, output)
+
+    def test_skipped_releases_need_no_secret_or_network(self):
+        for flag in ('draft', 'prerelease'):
+            value = event()
+            value['release'][flag] = True
+            with patch('announce.DiscordWebhook') as client:
+                result, _ = self.run_main(value, DISCORD_RELEASE_WEBHOOK_URL='')
+            self.assertEqual(result, 0)
+            client.assert_not_called()
+
+    def test_rerun_never_constructs_client(self):
+        with patch('announce.DiscordWebhook') as client:
+            result, output = self.run_main(GITHUB_RUN_ATTEMPT='2')
+        self.assertEqual(result, 1)
+        self.assertIn('manual reconciliation', output)
+        client.assert_not_called()
+
+    def test_unexpected_event_or_repository_cannot_send(self):
+        for overrides in (
+            {'GITHUB_EVENT_NAME': 'push'},
+            {'GITHUB_EVENT_NAME': 'pull_request'},
+            {'GITHUB_REPOSITORY': 'evil/LangBot'},
+        ):
+            with patch('announce.DiscordWebhook') as client:
+                result, _ = self.run_main(**overrides)
+            self.assertEqual(result, 1)
+            client.assert_not_called()
+
+    def test_missing_secret_fails_clearly_for_send_and_validation(self):
+        for name in ('release', 'workflow_dispatch'):
+            result, output = self.run_main(GITHUB_EVENT_NAME=name, DISCORD_RELEASE_WEBHOOK_URL='')
+            self.assertEqual(result, 1)
+            self.assertIn('DISCORD_RELEASE_WEBHOOK_URL is missing', output)
+
+    def test_cli_reads_event_file_and_redacts_invalid_input(self):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'event.json'
+            value = event()
+            value['release']['tag_name'] = '::error::hostile @everyone'
+            path.write_text(json.dumps(value))
+            env = dict(
+                os.environ,
+                GITHUB_EVENT_NAME='release',
+                GITHUB_EVENT_PATH=str(path),
+                GITHUB_REPOSITORY=REPO,
+                GITHUB_RUN_ATTEMPT='1',
+                DISCORD_RELEASE_WEBHOOK_URL=WEBHOOK,
+            )
+            result = subprocess.run(
+                [sys.executable, str(Path(__file__).with_name('announce.py'))],
+                env=env,
+                text=True,
+                capture_output=True,
+                check=False,
+            )
+        self.assertEqual(result.returncode, 1)
+        self.assertNotIn('hostile', result.stderr)
+        self.assertNotIn('fixture_token', result.stderr)
+        self.assertNotIn('Traceback', result.stderr)
+
+    def test_unreadable_event_fails_safely(self):
+        result, output = self.run_main(GITHUB_EVENT_PATH='/nonexistent/event.json')
+        self.assertEqual(result, 1)
+        self.assertNotIn('Traceback', output)
+
+
+if __name__ == '__main__':
+    unittest.main()

.github/workflows/discord-release.yml

@@ -0,0 +1,64 @@
+name: Discord Release Announcement
+
+on:
+  release:
+    types: [published]
+  workflow_dispatch:
+  push:
+    paths:
+      - '.github/workflows/discord-release.yml'
+      - '.github/discord-release/**'
+  pull_request:
+    paths:
+      - '.github/workflows/discord-release.yml'
+      - '.github/discord-release/**'
+
+permissions:
+  contents: read
+
+jobs:
+  tests:
+    name: Offline announcement tests
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    steps:
+      - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4
+        with:
+          persist-credentials: false
+      - name: Test helper without secrets or network
+        run: python3 -m unittest discover -s .github/discord-release -p 'test_*.py' -v
+
+  validate:
+    name: Validate webhook (GET only, no message)
+    if: github.repository == 'langbot-app/LangBot' && github.event_name == 'workflow_dispatch'
+    needs: tests
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    steps:
+      - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4
+        with:
+          persist-credentials: false
+      - name: Validate incoming webhook and report guild/channel IDs
+        env:
+          DISCORD_RELEASE_WEBHOOK_URL: ${{ secrets.DISCORD_RELEASE_WEBHOOK_URL }}
+        run: python3 .github/discord-release/announce.py
+
+  announce:
+    name: Announce published stable release
+    if: >-
+      github.repository == 'langbot-app/LangBot' &&
+      github.event_name == 'release' && github.event.action == 'published' &&
+      github.event.release.draft == false && github.event.release.prerelease == false
+    needs: tests
+    runs-on: ubuntu-24.04
+    timeout-minutes: 5
+    steps:
+      - uses: actions/checkout@11d5960a326750d5838078e36cf38b85af677262 # v4
+        with:
+          persist-credentials: false
+      # The helper refuses GITHUB_RUN_ATTEMPT != 1 with recovery guidance.
+      # Never interpolate release data into a shell command.
+      - name: Send once and verify the exact Discord message
+        env:
+          DISCORD_RELEASE_WEBHOOK_URL: ${{ secrets.DISCORD_RELEASE_WEBHOOK_URL }}
+        run: python3 .github/discord-release/announce.py

pyproject.toml

@@ -110,7 +110,8 @@ classifiers = [
 
 [project.optional-dependencies]
 seekdb = [
-    "pyseekdb==1.1.0.post3",
+    "pyseekdb==1.4.0.post1",
+    "pylibseekdb==1.4.0; sys_platform == 'linux' or (sys_platform == 'darwin' and platform_machine == 'arm64')",
 ]
 
 [project.urls]

src/langbot/pkg/vector/vdbs/seekdb.py

@@ -101,18 +101,6 @@ class SeekDBVectorDatabase(VectorDatabase):
         self._collection_configs: Dict[str, HNSWConfiguration] = {}
         self._runtime_cache_limit = runtime_cache_limit(ap)
 
-        self._escape_table = str.maketrans(
-            {
-                '\x00': '',
-                '\\': '\\\\',
-                "'": "''",  # Standard SQL escaping (OceanBase NO_BACKSLASH_ESCAPES)
-                '"': '\\"',
-                '\n': '\\n',
-                '\r': '\\r',
-                '\t': '\\t',
-            }
-        )
-
     async def close(self) -> None:
         self._collections.clear()
         self._collection_configs.clear()
@@ -192,16 +180,22 @@ class SeekDBVectorDatabase(VectorDatabase):
         return coll
 
     def _clean_metadata(self, meta: Dict[str, Any]) -> Dict[str, Any]:
-        """SeekDB metadata doesn't support \\ and ", insert will error 3104"""
-        return {
-            k: v.translate(self._escape_table)
-            if isinstance(v, str)
-            else v
-            if v is None or isinstance(v, (int, float, bool))
-            else str(v)
-            for k, v in meta.items()
-            if v is not None
-        }
+        """Keep supported scalar metadata values without altering strings."""
+        return {k: v if isinstance(v, (str, int, float, bool)) else str(v) for k, v in meta.items() if v is not None}
+
+    @staticmethod
+    def _relevance_scores_to_distances(results: Dict[str, Any]) -> None:
+        """Convert SeekDB hybrid relevance scores to lower-is-better distances."""
+        distances = results.get('distances')
+        if not isinstance(distances, list):
+            return
+
+        results['distances'] = [
+            [1.0 - float(score) if isinstance(score, (int, float)) else score for score in batch]
+            if isinstance(batch, list)
+            else batch
+            for batch in distances
+        ]
 
     async def get_or_create_collection(self, collection: str):
         """Get or create collection (without vector size - will use default)."""
@@ -236,10 +230,10 @@ class SeekDBVectorDatabase(VectorDatabase):
 
         kwargs: Dict[str, Any] = dict(ids=ids, embeddings=embeddings_list, metadatas=cleaned_metadatas)
         if documents is not None:
-            kwargs['documents'] = [doc.translate(self._escape_table) for doc in documents]
-        await asyncio.to_thread(coll.add, **kwargs)
+            kwargs['documents'] = documents
+        await asyncio.to_thread(coll.upsert, **kwargs)
 
-        self.ap.logger.info(f"Added {len(ids)} embeddings to SeekDB collection '{collection}'")
+        self.ap.logger.info(f"Upserted {len(ids)} embeddings into SeekDB collection '{collection}'")
 
     async def search(
         self,
@@ -287,7 +281,8 @@ class SeekDBVectorDatabase(VectorDatabase):
         # Route by search type.
         # pyseekdb's query() always requires embeddings, so full-text and
         # hybrid modes use hybrid_search() which supports text-only queries
-        # and returns the same nested-list format with distances.
+        # and returns relevance scores in the nested ``distances`` field.
+        returns_relevance_scores = False
         if search_type == SearchType.FULL_TEXT:
             if not query_text:
                 return {'ids': [[]], 'metadatas': [[]], 'distances': [[]]}
@@ -309,6 +304,7 @@ class SeekDBVectorDatabase(VectorDatabase):
                 n_results=k,
                 include=['documents', 'metadatas'],
             )
+            returns_relevance_scores = True
 
         elif search_type == SearchType.HYBRID:
             if not query_text:
@@ -352,6 +348,7 @@ class SeekDBVectorDatabase(VectorDatabase):
                     n_results=k,
                     include=['documents', 'metadatas'],
                 )
+                returns_relevance_scores = True
                 self.ap.logger.info(
                     f"SeekDB hybrid search in '{collection}' returned {len(results.get('ids', [[]])[0])} results."
                 )
@@ -363,6 +360,8 @@ class SeekDBVectorDatabase(VectorDatabase):
             results = await asyncio.to_thread(coll.query, **query_kwargs)
 
         results = self._json_safe(results)
+        if returns_relevance_scores:
+            self._relevance_scores_to_distances(results)
         self.ap.logger.info(
             f"SeekDB {search_type} search in '{collection}' returned {len(results.get('ids', [[]])[0])} results"
         )

tests/integration/vector/test_seekdb.py

@@ -0,0 +1,123 @@
+"""Real embedded SeekDB regression tests.
+
+Install the optional dependency before running these slow tests::
+
+    uv sync --dev --extra seekdb
+    uv run pytest tests/integration/vector/test_seekdb.py -m slow -q
+"""
+
+from __future__ import annotations
+
+import asyncio
+from types import SimpleNamespace
+import uuid
+
+import pytest
+
+pytest.importorskip('pyseekdb')
+
+from langbot.pkg.vector.vdbs.seekdb import SeekDBVectorDatabase
+
+
+pytestmark = [pytest.mark.integration, pytest.mark.slow]
+
+
+@pytest.fixture
+async def backend(tmp_path):
+    app = SimpleNamespace(
+        instance_config=SimpleNamespace(
+            data={
+                'vdb': {
+                    'runtime_cache_limit': 16,
+                    'seekdb': {
+                        'mode': 'embedded',
+                        'path': str(tmp_path),
+                        'database': 'langbot_test',
+                    },
+                }
+            }
+        ),
+        logger=SimpleNamespace(
+            info=lambda *args, **kwargs: None,
+            warning=lambda *args, **kwargs: None,
+        ),
+    )
+    database = SeekDBVectorDatabase(app)
+    collection = f'test_{uuid.uuid4().hex}'
+    yield database, collection
+
+    await database.delete_collection(collection)
+    await database.close()
+
+
+@pytest.mark.asyncio
+async def test_upsert_and_text_round_trip(backend) -> None:
+    database, collection = backend
+    original = 'He said "hello".\nC:\\notes\\file.txt isn\'t empty. 中文'
+    updated = f'Updated: {original}'
+
+    await database.add_embeddings(
+        collection,
+        ['document-a'],
+        [[1.0, 0.0, 0.0]],
+        [{'file_id': 'file-a', 'text': original}],
+        [original],
+    )
+    await database.add_embeddings(
+        collection,
+        ['document-a'],
+        [[0.0, 1.0, 0.0]],
+        [{'file_id': 'file-a', 'text': updated}],
+        [updated],
+    )
+
+    items, _ = await database.list_by_filter(collection, {'file_id': 'file-a'})
+
+    assert len(items) == 1
+    assert items[0]['id'] == 'document-a'
+    assert items[0]['document'] == updated
+    assert items[0]['metadata']['text'] == updated
+
+
+@pytest.mark.asyncio
+async def test_full_text_and_hybrid_results_keep_relevance_order(backend) -> None:
+    database, collection = backend
+    documents = [
+        'orchid orchid orchid flower',
+        'orchid grows in a garden with many other beautiful plants',
+        'a completely unrelated topic',
+    ]
+
+    await database.add_embeddings(
+        collection,
+        ['best', 'weak', 'noise'],
+        [[1.0, 0.0, 0.0], [0.9, 0.1, 0.0], [0.0, 0.0, 1.0]],
+        [
+            {'file_id': item_id, 'document_id': item_id, 'text': document}
+            for item_id, document in zip(['best', 'weak', 'noise'], documents, strict=True)
+        ],
+        documents,
+    )
+    seekdb_collection = await database.get_or_create_collection(collection)
+    await asyncio.to_thread(seekdb_collection.refresh_index)
+
+    full_text = await database.search(
+        collection,
+        [1.0, 0.0, 0.0],
+        k=3,
+        search_type='full_text',
+        query_text='orchid',
+    )
+    hybrid = await database.search(
+        collection,
+        [1.0, 0.0, 0.0],
+        k=3,
+        search_type='hybrid',
+        query_text='orchid',
+        vector_weight=0.65,
+    )
+
+    assert full_text['ids'][0][:2] == ['best', 'weak']
+    assert full_text['distances'][0] == sorted(full_text['distances'][0])
+    assert hybrid['ids'][0] == ['best', 'weak', 'noise']
+    assert hybrid['distances'][0] == sorted(hybrid['distances'][0])

tests/unit_tests/test_optional_dependencies.py

@@ -12,4 +12,7 @@ def test_seekdb_is_only_declared_as_an_optional_dependency() -> None:
     project = pyproject['project']
     base_dependencies = project['dependencies']
     assert not any(dependency.lower().startswith('pyseekdb') for dependency in base_dependencies)
-    assert project['optional-dependencies']['seekdb'] == ['pyseekdb==1.1.0.post3']
+    assert project['optional-dependencies']['seekdb'] == [
+        'pyseekdb==1.4.0.post1',
+        "pylibseekdb==1.4.0; sys_platform == 'linux' or (sys_platform == 'darwin' and platform_machine == 'arm64')",
+    ]

tests/unit_tests/vector/test_seekdb.py

@@ -0,0 +1,96 @@
+from __future__ import annotations
+
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+from langbot.pkg.vector.vdbs.seekdb import SeekDBVectorDatabase
+
+
+def _adapter_with_collection(collection: MagicMock) -> SeekDBVectorDatabase:
+    adapter = SeekDBVectorDatabase.__new__(SeekDBVectorDatabase)
+    adapter.ap = SimpleNamespace(logger=MagicMock())
+    adapter.client = MagicMock()
+    adapter.client.has_collection.return_value = True
+    adapter._collections = {'knowledge_base': collection}
+    adapter._runtime_cache_limit = 16
+    return adapter
+
+
+@pytest.mark.asyncio
+async def test_add_embeddings_upserts_and_preserves_text() -> None:
+    collection = MagicMock()
+    adapter = _adapter_with_collection(collection)
+    adapter._get_or_create_collection_internal = AsyncMock(return_value=collection)
+    original = 'He said "hello".\nC:\\notes\\file.txt isn\'t empty. 中文'
+
+    await adapter.add_embeddings(
+        collection='knowledge_base',
+        ids=['document-a'],
+        embeddings_list=[[1.0, 0.0, 0.0]],
+        metadatas=[{'text': original}],
+        documents=[original],
+    )
+
+    collection.upsert.assert_called_once_with(
+        ids=['document-a'],
+        embeddings=[[1.0, 0.0, 0.0]],
+        metadatas=[{'text': original}],
+        documents=[original],
+    )
+    collection.add.assert_not_called()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ('search_type', 'scores', 'expected_distances'),
+    [
+        ('full_text', [0.4508196721, 0.25], [0.5491803279, 0.75]),
+        ('hybrid', [0.0328, 0.0323, 0.0159], [0.9672, 0.9677, 0.9841]),
+    ],
+)
+async def test_search_converts_relevance_scores_to_distances(
+    search_type: str,
+    scores: list[float],
+    expected_distances: list[float],
+) -> None:
+    collection = MagicMock()
+    collection.hybrid_search.return_value = {
+        'ids': [['best', 'weak', 'noise'][: len(scores)]],
+        'metadatas': [[{} for _ in scores]],
+        'distances': [scores],
+    }
+    adapter = _adapter_with_collection(collection)
+
+    results = await adapter.search(
+        collection='knowledge_base',
+        query_embedding=[1.0, 0.0, 0.0],
+        k=len(scores),
+        search_type=search_type,
+        query_text='orchid',
+        vector_weight=0.65,
+    )
+
+    assert results['distances'][0] == pytest.approx(expected_distances)
+    assert results['distances'][0] == sorted(results['distances'][0])
+
+
+@pytest.mark.asyncio
+async def test_vector_search_keeps_seekdb_cosine_distances() -> None:
+    collection = MagicMock()
+    collection.query.return_value = {
+        'ids': [['best', 'weak']],
+        'metadatas': [[{}, {}]],
+        'distances': [[0.1, 0.25]],
+    }
+    adapter = _adapter_with_collection(collection)
+
+    results = await adapter.search(
+        collection='knowledge_base',
+        query_embedding=[1.0, 0.0, 0.0],
+        k=2,
+        search_type='vector',
+    )
+
+    assert results['distances'] == [[0.1, 0.25]]

uv.lock

@@ -1066,7 +1066,7 @@ name = "cuda-bindings"
 version = "13.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cuda-pathfinder" },
+    { name = "cuda-pathfinder", marker = "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
 ]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/51/6b/457ca12dad3ee9bfcc9a545cfd6b64b359ba49de40f776f6e028e678f262/cuda_bindings-13.3.1-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c5879712accf6e14bb01aa5e67440eb84998b8d104b509cc7a6dc0b8f656a474", size = 6053539, upload-time = "2026-05-29T23:11:43.19Z" },
@@ -1099,34 +1099,34 @@ wheels = [
 
 [package.optional-dependencies]
 cudart = [
-    { name = "nvidia-cuda-runtime" },
+    { name = "nvidia-cuda-runtime", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 cufft = [
-    { name = "nvidia-cufft" },
+    { name = "nvidia-cufft", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 cufile = [
-    { name = "nvidia-cufile" },
+    { name = "nvidia-cufile", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 cupti = [
-    { name = "nvidia-cuda-cupti" },
+    { name = "nvidia-cuda-cupti", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 curand = [
-    { name = "nvidia-curand" },
+    { name = "nvidia-curand", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 cusolver = [
-    { name = "nvidia-cusolver" },
+    { name = "nvidia-cusolver", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 cusparse = [
-    { name = "nvidia-cusparse" },
+    { name = "nvidia-cusparse", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 nvjitlink = [
-    { name = "nvidia-nvjitlink" },
+    { name = "nvidia-nvjitlink", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 nvrtc = [
-    { name = "nvidia-cuda-nvrtc" },
+    { name = "nvidia-cuda-nvrtc", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 nvtx = [
-    { name = "nvidia-nvtx" },
+    { name = "nvidia-nvtx", marker = "python_full_version >= '3.14' and sys_platform == 'linux'" },
 ]
 
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@@ -2139,6 +2139,7 @@ dependencies = [
 
 [package.optional-dependencies]
 seekdb = [
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     { name = "pydantic", specifier = ">2.0" },
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-    { name = "pyseekdb", marker = "extra == 'seekdb'", specifier = "==1.1.0.post3" },
+    { name = "pyseekdb", marker = "extra == 'seekdb'", specifier = "==1.4.0.post1" },
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 version = "13.1.1.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cuda-nvrtc" },
+    { name = "nvidia-cuda-nvrtc", marker = "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
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 version = "9.20.0.48"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas" },
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 version = "12.0.0.61"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink" },
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 dependencies = [
-    { name = "nvidia-cublas" },
-    { name = "nvidia-cusparse" },
-    { name = "nvidia-nvjitlink" },
+    { name = "nvidia-cublas", marker = "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "nvidia-cusparse", marker = "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'" },
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 version = "12.6.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 dependencies = [
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 dependencies = [
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 ]
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     { url = "https://files.pythonhosted.org/packages/59/38/7028d3be540f1dcdf41660a2b01d0c51d2cb73915fe370d84e4d277a6d47/torch-2.12.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:ef81f503912effea2ce3d9b12a2e3a6ed488943e91271c90c7a829f60baf6aa2", size = 87975425, upload-time = "2026-06-17T21:08:34.094Z" },
@@ -5813,15 +5812,15 @@ name = "transformers"
 version = "5.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "huggingface-hub" },
-    { name = "numpy" },
-    { name = "packaging" },
-    { name = "pyyaml" },
-    { name = "regex" },
-    { name = "safetensors" },
-    { name = "tokenizers" },
-    { name = "tqdm" },
-    { name = "typer" },
+    { name = "huggingface-hub", marker = "python_full_version >= '3.14'" },
+    { name = "numpy", marker = "python_full_version >= '3.14'" },
+    { name = "packaging", marker = "python_full_version >= '3.14'" },
+    { name = "pyyaml", marker = "python_full_version >= '3.14'" },
+    { name = "regex", marker = "python_full_version >= '3.14'" },
+    { name = "safetensors", marker = "python_full_version >= '3.14'" },
+    { name = "tokenizers", marker = "python_full_version >= '3.14'" },
+    { name = "tqdm", marker = "python_full_version >= '3.14'" },
+    { name = "typer", marker = "python_full_version >= '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/1a/70e830d53ecc96ce69cfa8de38f163712d2b43ac52fbd743f39f56025c31/transformers-5.3.0.tar.gz", hash = "sha256:009555b364029da9e2946d41f1c5de9f15e6b1df46b189b7293f33a161b9c557", size = 8830831, upload-time = "2026-03-04T17:41:46.119Z" }
 wheels = [
@@ -6082,9 +6081,9 @@ name = "valkey-glide"
 version = "2.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio" },
-    { name = "protobuf" },
-    { name = "sniffio" },
+    { name = "anyio", marker = "sys_platform != 'win32'" },
+    { name = "protobuf", marker = "sys_platform != 'win32'" },
+    { name = "sniffio", marker = "sys_platform != 'win32'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/72/a2/582b34c6acc8dc857c537f6007459cba48dfa0dc404789a657e5c1a998c0/valkey_glide-2.4.1.tar.gz", hash = "sha256:f1155d84156d11b90488aa67e90102f0bf98a45314f5b99308ac9074c05f7241", size = 898030, upload-time = "2026-05-28T21:41:55.881Z" }
 wheels = [

web/src/i18n/locales/es-ES.ts

@@ -89,6 +89,11 @@ const esES = {
       'Recomendado: Usa API de modelos oficiales estables y servicios en la nube',
     loginLocal: 'Iniciar sesión con cuenta local',
     loginWithPassword: 'Iniciar sesión con contraseña',
+    loginWithPasskey: 'Iniciar sesión con Passkey',
+    passkeyLoginSuccess: 'Passkey verificada con éxito, iniciando sesión...',
+    passkeyLoginFailed: 'Error al iniciar sesión con Passkey',
+    passkeyNotSupported:
+      'Passkey no es compatible en este navegador o dispositivo',
     spaceLoginTitle: 'Iniciar sesión con una cuenta de LangBot',
     spaceLoginDescription:
       'Escanea el código QR o visita el enlace para autorizar',
@@ -1376,6 +1381,20 @@ const esES = {
     bindSpaceWarning:
       'Después de vincular, tu correo de inicio de sesión se cambiará de {{localEmail}} al correo de la cuenta de LangBot.',
     bindSpaceSuccess: 'Cuenta de LangBot vinculada correctamente',
+    passkeySectionTitle: 'Llaves de acceso (Passkeys)',
+    passkeySectionDesc:
+      'Inicia sesión de forma segura sin contraseñas usando biometría o llaves de seguridad',
+    addPasskey: 'Añadir llave de acceso',
+    passkeyName: 'Nombre de la llave',
+    passkeyNamePlaceholder: 'p. ej., MacBook Touch ID, YubiKey',
+    passkeyCreated: 'Creada el {{date}}',
+    passkeyLastUsed: 'Último uso: {{date}}',
+    noPasskeys: 'No hay llaves de acceso registradas',
+    deletePasskeyConfirm:
+      '¿Seguro que deseas eliminar esta llave de acceso? Ya no podrás usarla para iniciar sesión.',
+    passkeyAddedSuccess: 'Llave de acceso añadida con éxito',
+    passkeyDeleteSuccess: 'Llave de acceso eliminada',
+    passkeyRenameSuccess: 'Nombre de llave de acceso modificado con éxito',
     bindSpaceFailed: 'Error al vincular la cuenta de LangBot',
     bindSpaceInvalidState:
       'Solicitud de vinculación no válida. Por favor, inténtalo de nuevo desde la configuración de la cuenta.',

web/src/i18n/locales/ru-RU.ts

@@ -86,6 +86,11 @@ const ruRU = {
       'Рекомендуется: Используйте официальные стабильные API моделей и облачные сервисы',
     loginLocal: 'Войти с локальной учётной записью',
     loginWithPassword: 'Войти с паролем',
+    loginWithPasskey: 'Войти с помощью Passkey',
+    passkeyLoginSuccess: 'Passkey успешно подтверждён, вход...',
+    passkeyLoginFailed: 'Не удалось войти с помощью Passkey',
+    passkeyNotSupported:
+      'Passkey не поддерживается в этом браузере или на устройстве',
     spaceLoginTitle: 'Войти с аккаунтом LangBot',
     spaceLoginDescription:
       'Отсканируйте QR-код или перейдите по ссылке ниже для авторизации',
@@ -1350,6 +1355,20 @@ const ruRU = {
     bindSpaceWarning:
       'После привязки ваш email для входа будет изменён с {{localEmail}} на email аккаунта LangBot.',
     bindSpaceSuccess: 'Аккаунт LangBot успешно привязан',
+    passkeySectionTitle: 'Ключи доступа (Passkey)',
+    passkeySectionDesc:
+      'Безопасный вход без пароля с помощью биометрии или аппаратного ключа',
+    addPasskey: 'Добавить ключ доступа',
+    passkeyName: 'Название ключа',
+    passkeyNamePlaceholder: 'например, MacBook Touch ID, YubiKey',
+    passkeyCreated: 'Создан {{date}}',
+    passkeyLastUsed: 'Последнее использование: {{date}}',
+    noPasskeys: 'Нет зарегистрированных ключей доступа',
+    deletePasskeyConfirm:
+      'Вы уверены, что хотите удалить этот ключ доступа? Вы больше не сможете использовать его для входа.',
+    passkeyAddedSuccess: 'Ключ доступа успешно добавлен',
+    passkeyDeleteSuccess: 'Ключ доступа удален',
+    passkeyRenameSuccess: 'Ключ доступа успешно переименован',
     bindSpaceFailed: 'Не удалось привязать аккаунт LangBot',
     bindSpaceInvalidState:
       'Недействительный запрос привязки. Повторите попытку из настроек аккаунта.',

web/src/i18n/locales/th-TH.ts

@@ -86,6 +86,10 @@ const thTH = {
       'แนะนำ: ใช้ API โมเดลที่เสถียรอย่างเป็นทางการและบริการคลาวด์',
     loginLocal: 'เข้าสู่ระบบด้วยบัญชีท้องถิ่น',
     loginWithPassword: 'เข้าสู่ระบบด้วยรหัสผ่าน',
+    loginWithPasskey: 'เข้าสู่ระบบด้วย Passkey',
+    passkeyLoginSuccess: 'ยืนยัน Passkey สำเร็จ กำลังเข้าสู่ระบบ...',
+    passkeyLoginFailed: 'เข้าสู่ระบบด้วย Passkey ล้มเหลว',
+    passkeyNotSupported: 'เบราว์เซอร์หรืออุปกรณ์นี้ไม่รองรับ Passkey',
     spaceLoginTitle: 'เข้าสู่ระบบด้วยบัญชี LangBot',
     spaceLoginDescription:
       'สแกน QR code หรือเข้าชมลิงก์ด้านล่างเพื่อยืนยันสิทธิ์',
@@ -1321,6 +1325,20 @@ const thTH = {
     bindSpaceWarning:
       'หลังจากผูกแล้ว อีเมลเข้าสู่ระบบของคุณจะเปลี่ยนจาก {{localEmail}} เป็นอีเมลบัญชี LangBot',
     bindSpaceSuccess: 'ผูกบัญชี LangBot สำเร็จ',
+    passkeySectionTitle: 'พาสคีย์ (Passkey)',
+    passkeySectionDesc:
+      'เข้าสู่ระบบอย่างปลอดภัยโดยไม่ต้องใช้รหัสผ่านด้วยไบโอเมตริกซ์หรือคีย์ความปลอดภัย',
+    addPasskey: 'เพิ่มพาสคีย์',
+    passkeyName: 'ชื่อคีย์',
+    passkeyNamePlaceholder: 'เช่น MacBook Touch ID, YubiKey',
+    passkeyCreated: 'สร้างเมื่อ {{date}}',
+    passkeyLastUsed: 'ใช้งานล่าสุด: {{date}}',
+    noPasskeys: 'ยังไม่มีพาสคีย์ที่ลงทะเบียน',
+    deletePasskeyConfirm:
+      'คุณแน่ใจหรือไม่ว่าต้องการลบพาสคีย์นี้? คุณจะไม่สามารถใช้คีย์นี้เข้าสู่ระบบได้อีก',
+    passkeyAddedSuccess: 'เพิ่มพาสคีย์สำเร็จ',
+    passkeyDeleteSuccess: 'ลบพาสคีย์แล้ว',
+    passkeyRenameSuccess: 'เปลี่ยนชื่อพาสคีย์สำเร็จ',
     bindSpaceFailed: 'ผูกบัญชี LangBot ล้มเหลว',
     bindSpaceInvalidState: 'คำขอผูกไม่ถูกต้อง กรุณาลองใหม่จากการตั้งค่าบัญชี',
     setPasswordHint: 'ตั้งรหัสผ่านเพื่อเข้าสู่ระบบด้วยอีเมลและรหัสผ่าน',

web/src/i18n/locales/vi-VN.ts

@@ -87,6 +87,10 @@ const viVN = {
       'Khuyến nghị: Sử dụng API mô hình ổn định chính thức và dịch vụ đám mây',
     loginLocal: 'Đăng nhập với tài khoản cục bộ',
     loginWithPassword: 'Đăng nhập bằng mật khẩu',
+    loginWithPasskey: 'Đăng nhập bằng Passkey',
+    passkeyLoginSuccess: 'Xác thực Passkey thành công, đang đăng nhập...',
+    passkeyLoginFailed: 'Đăng nhập bằng Passkey thất bại',
+    passkeyNotSupported: 'Trình duyệt hoặc thiết bị này không hỗ trợ Passkey',
     spaceLoginTitle: 'Đăng nhập bằng tài khoản LangBot',
     spaceLoginDescription:
       'Quét mã QR hoặc truy cập liên kết bên dưới để ủy quyền',
@@ -1344,6 +1348,20 @@ const viVN = {
     bindSpaceWarning:
       'Sau khi liên kết, email đăng nhập của bạn sẽ được đổi từ {{localEmail}} sang email tài khoản LangBot.',
     bindSpaceSuccess: 'Liên kết tài khoản LangBot thành công',
+    passkeySectionTitle: 'Mã khóa truy cập (Passkey)',
+    passkeySectionDesc:
+      'Đăng nhập an toàn không cần mật khẩu bằng sinh trắc học hoặc khóa bảo mật',
+    addPasskey: 'Thêm mã khóa truy cập',
+    passkeyName: 'Tên khóa',
+    passkeyNamePlaceholder: 'ví dụ: MacBook Touch ID, YubiKey',
+    passkeyCreated: 'Được tạo vào {{date}}',
+    passkeyLastUsed: 'Sử dụng lần cuối: {{date}}',
+    noPasskeys: 'Chưa có mã khóa truy cập nào được đăng ký',
+    deletePasskeyConfirm:
+      'Bạn có chắc chắn muốn xóa mã khóa truy cập này? Bạn sẽ không thể sử dụng nó để đăng nhập nữa.',
+    passkeyAddedSuccess: 'Đã thêm mã khóa truy cập thành công',
+    passkeyDeleteSuccess: 'Đã xóa mã khóa truy cập',
+    passkeyRenameSuccess: 'Đã đổi tên mã khóa truy cập thành công',
     bindSpaceFailed: 'Liên kết tài khoản LangBot thất bại',
     bindSpaceInvalidState:
       'Yêu cầu liên kết không hợp lệ. Vui lòng thử lại từ cài đặt tài khoản.',

web/src/i18n/locales/zh-Hant.ts

@@ -84,6 +84,10 @@ const zhHant = {
     spaceLoginRecommended: '推薦：使用官方提供的穩定模型 API 和雲服務',
     loginLocal: '使用本地帳號登入',
     loginWithPassword: '透過密碼登入',
+    loginWithPasskey: '使用 Passkey 登入',
+    passkeyLoginSuccess: 'Passkey 驗證成功，正在登入...',
+    passkeyLoginFailed: 'Passkey 登入失敗',
+    passkeyNotSupported: '目前瀏覽器或裝置不支援 Passkey',
     spaceLoginTitle: '透過 LangBot 帳號登入',
     spaceLoginDescription: '掃描二維碼或訪問下方連結進行授權',
     spaceLoginUserCode: '您的驗證碼',
@@ -1275,6 +1279,19 @@ const zhHant = {
     bindSpaceWarning:
       '綁定後，您的登入電子郵件將從 {{localEmail}} 更改為 LangBot 帳號的電子郵件。',
     bindSpaceSuccess: 'LangBot 帳號綁定成功',
+    passkeySectionTitle: '通行密鑰 (Passkey)',
+    passkeySectionDesc: '使用指紋、面容或硬體安全金鑰免密安全登入',
+    addPasskey: '新增通行密鑰',
+    passkeyName: '金鑰名稱',
+    passkeyNamePlaceholder: '例如：MacBook Touch ID、YubiKey',
+    passkeyCreated: '建立於 {{date}}',
+    passkeyLastUsed: '上次使用: {{date}}',
+    noPasskeys: '尚未綁定任何通行密鑰',
+    deletePasskeyConfirm:
+      '確定要刪除此通行密鑰嗎？刪除後將無法使用該金鑰登入。',
+    passkeyAddedSuccess: '通行密鑰新增成功',
+    passkeyDeleteSuccess: '通行密鑰已刪除',
+    passkeyRenameSuccess: '通行密鑰重新命名成功',
     bindSpaceFailed: '綁定 LangBot 帳號失敗',
     bindSpaceInvalidState: '無效的綁定請求，請從帳戶設定重新發起',
     setPasswordHint: '設定密碼後可使用電子郵件密碼登入',