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or progess bar uplaod ka or ek clacle ka un ke aage her ek ke aage ab is k leye muje kis kis fle me chnage ekr na apdega ek slow be hai ye ek issu hai ki ye libary me imge be to show ker n ahciye thumbnil me acha lag ta hai or ek is me bhia ye deact nhi ker pa rha hai english hindi setting me ager default hai to be hindi he arhahia english ker na pad rhahia muje or ek ye jo lactyre me audio me bola tha us ke alwa be faltu ka extra dal rha hia or lik emene baground me english ke class me physas ka bola to ye us eeb ad ker deya note me issu hai ye jan mene instruction dalta tha subject be ki ebglish ka hai profesional communcition topic name etc to be ye phsyic ko add ker dyea ek ye bhto slow hia uplaod me analaysis me read me ko be update ker bhai or ai be salow hai jab ki jab us ebole doc cehck ker etc tba h e kere ese faltu me nhi sab fix ker debe:T4e7,The user is experiencing an issue where the transcription defaults to Hindi even when English is set, requiring manual selection each time. The root cause seems to be that when language is set to 'auto', Whisper detects Hindi and transcribes accordingly, and Zoriya might also be responding in Hindi. A cleaner solution would be to add a separate "Reply language" setting for Zoriya, keeping it distinct from the transcription language preference. For the transcription side, if the user has English selected, I should use Whisper's translation endpoint to ensure the output is always in English rather than relying on auto-detection. I'm also thinking through the broader set of issues the user mentioned — they asked to fix everything — so rather than ask for clarification, I'll implement the most sensible approach: create a global upload dock component that persists across pages and shows upload progress, while keeping the inline list in the records page to avoid duplication. Now I need to update the README and project status, then review the remaining files like the sessions notes route, audio route, settings form, notes library for thumbnails, and the database users getSettings function. The library should display image thumbnails too.bf:T6f6,I'm noticing the user is having trouble with Zoriya responding in Hindi even when the language setting is set to English by default. They want me to implement a separate "Zoriya reply language" setting that independently controls what language Zoriya uses to respond, separate from the general interface language. The real issue is that 'hinglish' isn't a valid Whisper language code — Whisper only accepts ISO language codes like 'hi' for Hindi and 'en' for English. The current code is sending invalid language parameters, which causes the transcription to fall back to auto-detection and defaults to Hindi. I need to map the user's language preferences ('hindi', 'english', 'hinglish') to proper Whisper codes, and also fix the `refineTranscript` function which checks for `language === 'en'` but the session language is stored as 'english', so that condition never matches. I'll create a language mapping function in the providers file and apply it consistently across transcription and refinement logic, plus add an English prompt instruction to Whisper when English is explicitly requested. Now I'm mapping out the code changes across multiple files: updating the transcription logic to use the translations endpoint when English is requested (which converts Hindi speech to English output), fixing the grounding rules in the notes engine to reduce hallucination, implementing single-pass file reading and thumbnail saving for records, adding thumbnail display in the UI, setting up a global upload dock component, refining the chat relevance selection with smaller token budgets, and updating the documentation. Let me quickly verify the shelf schema and user settings structure, check how the chat page passes the noteId, and confirm the pacing class exists in globals.c0:T1c4e,[V0_FILE]typescriptreact:file="/components/settings-form.tsx" 'use client' import { useState } from 'react' import { Loader2, Save } from 'lucide-react' import { toast } from 'sonner' import { Button } from '@/components/ui/button' import { Card, CardContent, CardDescription, CardFooter, CardHeader, CardTitle, } from '@/components/ui/card' import { Input } from '@/components/ui/input' import { Label } from '@/components/ui/label' import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue, } from '@/components/ui/select' import { Switch } from '@/components/ui/switch' import { apiFetch } from '@/lib/api-client' import { useAuth } from '@/lib/auth-context' import type { Settings } from '@/lib/db/schema' const LANGUAGES = [ { value: 'auto', label: 'Detect automatically' }, { value: 'hinglish', label: 'Hindi mixed with English' }, { value: 'hindi', label: 'Mostly Hindi' }, { value: 'english', label: 'Mostly English' }, ] const DEPTHS = [ { value: 'brief', label: 'Short — main points only' }, { value: 'detailed', label: 'Detailed — full explanations' }, { value: 'exam', label: 'Exam focused — definitions and answers' }, ] export function SettingsForm({ settings, onSaved, }: { settings: Settings onSaved: (next: Settings) => void }) { const { getToken } = useAuth() const [form, setForm] = useState({ defaultLanguage: settings.defaultLanguage, defaultInstruction: settings.defaultInstruction, noteDepth: settings.noteDepth, includeDiagrams: settings.includeDiagrams, autoCleanChatter: settings.autoCleanChatter, }) const [saving, setSaving] = useState(false) const save = async () => { setSaving(true) try { const result = await apiFetch<{ settings: Settings }>('/api/settings', { getToken, method: 'PUT', body: form, }) onSaved(result.settings) toast.success('Preferences saved') } catch (err) { toast.error( err instanceof Error ? err.message : 'Could not save your preferences.', ) } finally { setSaving(false) } } return ( How your notes should be made These choices are applied to every new recording. You can still change them for a single class before saving it.

Language spoken in class

Used for the transcript and for the language Zoriya replies in. Notes themselves are always written in English. Pick "Detect automatically" only if you want her to follow whatever you type.

How detailed the notes should be

Standing instruction setForm((prev) => ({ ...prev, defaultInstruction: event.target.value, })) } />

Added to every class automatically, so you do not have to type it each time.

Remove background talk

Drops classmate chatter and noise, and keeps what the teacher said.

setForm((prev) => ({ ...prev, autoCleanChatter: checked })) } />

Add diagrams where they help

Includes simple labelled figures for processes and cycles.

setForm((prev) => ({ ...prev, includeDiagrams: checked })) } />

) }c1:T1c4e,[V0_FILE]typescriptreact:file="/components/settings-form.tsx" 'use client' import { useState } from 'react' import { Loader2, Save } from 'lucide-react' import { toast } from 'sonner' import { Button } from '@/components/ui/button' import { Card, CardContent, CardDescription, CardFooter, CardHeader, CardTitle, } from '@/components/ui/card' import { Input } from '@/components/ui/input' import { Label } from '@/components/ui/label' import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue, } from '@/components/ui/select' import { Switch } from '@/components/ui/switch' import { apiFetch } from '@/lib/api-client' import { useAuth } from '@/lib/auth-context' import type { Settings } from '@/lib/db/schema' const LANGUAGES = [ { value: 'auto', label: 'Detect automatically' }, { value: 'hinglish', label: 'Hindi mixed with English' }, { value: 'hindi', label: 'Mostly Hindi' }, { value: 'english', label: 'Mostly English' }, ] const DEPTHS = [ { value: 'brief', label: 'Short — main points only' }, { value: 'detailed', label: 'Detailed — full explanations' }, { value: 'exam', label: 'Exam focused — definitions and answers' }, ] export function SettingsForm({ settings, onSaved, }: { settings: Settings onSaved: (next: Settings) => void }) { const { getToken } = useAuth() const [form, setForm] = useState({ defaultLanguage: settings.defaultLanguage, defaultInstruction: settings.defaultInstruction, noteDepth: settings.noteDepth, includeDiagrams: settings.includeDiagrams, autoCleanChatter: settings.autoCleanChatter, }) const [saving, setSaving] = useState(false) const save = async () => { setSaving(true) try { const result = await apiFetch<{ settings: Settings }>('/api/settings', { getToken, method: 'PUT', body: form, }) onSaved(result.settings) toast.success('Preferences saved') } catch (err) { toast.error( err instanceof Error ? err.message : 'Could not save your preferences.', ) } finally { setSaving(false) } } return ( How your notes should be made These choices are applied to every new recording. You can still change them for a single class before saving it.

Language spoken in class

Used for the transcript and for the language Zoriya replies in. Notes themselves are always written in English. Pick "Detect automatically" only if you want her to follow whatever you type.

How detailed the notes should be

Standing instruction setForm((prev) => ({ ...prev, defaultInstruction: event.target.value, })) } />

Added to every class automatically, so you do not have to type it each time.

Remove background talk

Drops classmate chatter and noise, and keeps what the teacher said.

setForm((prev) => ({ ...prev, autoCleanChatter: checked })) } />

Add diagrams where they help

Includes simple labelled figures for processes and cycles.

setForm((prev) => ({ ...prev, includeDiagrams: checked })) } />

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Let me start by exploring the codebase structure to understand how it's organized, then I'll identify the root causes. They're dealing with upload progress not persisting across tab switches, a missing UI component to display uploaded documents with individual progress bars and cancel buttons, performance bottlenecks, missing image thumbnails in the library, and a language preference bug where Hindi is being selected by default despite choosing English.\n\nThere are also issues with lecture audio transcription adding content that wasn't spoken and ignoring the specified subject matter, the AI checking documents too frequently when it should only run on demand, and the README needs updating. 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There's already a `readFileAsJson` helper that handles this efficiently, but the route isn't using it. I also notice the client is sending a thumbnail in the form data, but the route completely ignores it — that's likely why thumbnails aren't showing up in the library. 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First, the AI responses are slow because every message includes all 90k characters of notes plus 40k of documents in the system prompt—I need to keep the dated index but only pull in the specific note and document text that's relevant to what the user just asked, using keyword scoring with much tighter budgets like 18k for notes and 12k for docs. 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This tells her\n * *when*: the day a class was recorded or a file was uploaded, the day notes\n * were\n\n...\n\n.values({ userId })\n .onConflictDoUpdate({\n target: settings.userId,\n set: { updatedAt: new Date() },\n })\n"},"id":"rQFHzvAhFahuQ4NC"}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1786964981128,"finishedAt":1786964981577,"lastPartSentAt":1786964981577,"taskNameActive":null,"id":"rRt0WkkkpnkMMWVm","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":0,"thought":"Now I'm ready to start building out the providers file with the language mapping for transcription and setting up the translations endpoint."}]}}],["p",{},["text",{},"Enough context. Now fixing, starting with the language bug in speech-to-text:"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_ZiUhP4lQFLa","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/ai/providers.ts","baseName":"providers.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/ai/providers.ts\" \nGENERATING","latestDeploymentInfo":"$b8:1:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_v6o8u_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_ZiUhP4lQFLa","meta":{"taskNameActive":"Fixing speech language","taskNameComplete":"Fixed speech language","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Fixing speech language","taskNameComplete":"Fixed speech language"},"id":"block-b_ZiUhP4lQFLa"}],["AssistantMessageContentPart",{"part":{"createdAt":1786965002354,"finishedAt":1786965002791,"lastPartSentAt":1786965002791,"taskNameActive":null,"id":"9DP5MnWQtORUkvNm","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":0,"thought":"The translations endpoint only works with whisper-large-v3, not turbo, so even though SPEECH_MODELS includes turbo, the failover will skip it and use large-v3 first anyway. 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I should soften that to focus on clear explanations using only taught material. The exam section mentions \"likely questions\" which could encourage making things up, so I'll keep that guidance but tie it strictly to lesson content. The title and subject need to be more prominent in the prompt, so I'm revising the DEPTH_RULES section to strengthen those elements."}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_D0OTza5x9mq","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/notes-engine.ts","baseName":"notes-engine.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/notes-engine.ts\" \nGENERATING","latestDeploymentInfo":"$b8:3:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_bjch8_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_D0OTza5x9mq","meta":{"taskNameActive":"Tightening depth rules","taskNameComplete":"Tightened depth rules","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Tightening depth rules","taskNameComplete":"Tightened depth rules"},"id":"block-b_D0OTza5x9mq"}],["p",{},["text",{},"Now the subject/title steer and the transcript-refine language mapping:"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_LEk4FuTmvGu","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/notes-engine.ts","baseName":"notes-engine.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/notes-engine.ts\" \nGENERATING","latestDeploymentInfo":"$b8:4:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_oby40_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_LEk4FuTmvGu","meta":{"taskNameActive":"Honouring subject steer","taskNameComplete":"Honoured subject steer","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Honouring subject steer","taskNameComplete":"Honoured subject steer"},"id":"block-b_LEk4FuTmvGu"}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_ZYnxg141HBw","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/notes-engine.ts","baseName":"notes-engine.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/notes-engine.ts\" \nGENERATING","latestDeploymentInfo":"$b8:5:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_ex1tl_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_ZYnxg141HBw","meta":{"taskNameActive":"Fixing refine language","taskNameComplete":"Fixed refine language","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Fixing refine language","taskNameComplete":"Fixed refine language"},"id":"block-b_ZYnxg141HBw"}],["AssistantMessageContentPart",{"part":{"createdAt":1786965042102,"finishedAt":1786965042953,"lastPartSentAt":1786965042953,"taskNameActive":null,"id":"PltYAm7opB2cZddr","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"The refineTranscript step adds overhead with an extra LLM pass, but since it runs in parallel it's not a major bottleneck. 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When the list is in floating mode, I'll skip the heading block entirely but keep the \"Clear finished\" button — I can simplify this by rendering just that button as the header when floating, aligned to the right. Let me update the list's header conditional to handle this."}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_XSss6vZXm68","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/components/upload-queue-list.tsx","baseName":"upload-queue-list.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]tsx:file=\"/components/upload-queue-list.tsx\" \nGENERATING","latestDeploymentInfo":"$b8:16:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_2rtc2_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_XSss6vZXm68","meta":{"taskNameActive":"Adjusting list header","taskNameComplete":"Adjusted list header","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Adjusting list header","taskNameComplete":"Adjusted list header"},"id":"block-b_XSss6vZXm68"}],["AssistantMessageContentPart",{"part":{"createdAt":1786965165337,"finishedAt":1786965166137,"lastPartSentAt":1786965166137,"taskNameActive":null,"id":"KYOYxUCN1NVSuzGz","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":1,"thought":"When the header is floating and there's nothing finished yet, the wrapper should be hidden to avoid leaving an empty gap, rather than just hiding the header text itself."}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_IKP1y3q4WEm","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/components/upload-queue-list.tsx","baseName":"upload-queue-list.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]tsx:file=\"/components/upload-queue-list.tsx\" \nGENERATING","latestDeploymentInfo":"$b8:17:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_qsadd_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_IKP1y3q4WEm","meta":{"taskNameActive":"Tidying header spacing","taskNameComplete":"Tidied header spacing","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Tidying header spacing","taskNameComplete":"Tidied header spacing"},"id":"block-b_IKP1y3q4WEm"}],["p",{},["text",{},"Now mounting the dock globally:"]],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_XzQHTiLH0oQ","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/app/layout.tsx","baseName":"layout.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]tsx:file=\"/app/layout.tsx\" \nGENERATING","latestDeploymentInfo":"$b8:18:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_tilqn_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_XzQHTiLH0oQ","meta":{"taskNameActive":"Mounting dock in layout","taskNameComplete":"Mounted dock in layout","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Mounting dock in layout","taskNameComplete":"Mounted dock in layout"},"id":"block-b_XzQHTiLH0oQ"}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_2bntKxBQ7ph","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/app/layout.tsx","baseName":"layout.tsx","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]tsx:file=\"/app/layout.tsx\" \nGENERATING","latestDeploymentInfo":"$b8:19:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_rzsz1_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_2bntKxBQ7ph","meta":{"taskNameActive":"Importing dock","taskNameComplete":"Imported dock","type":"code-project","id":"Code"},"closed":true,"lang":"typescriptreact"}],"createdAt":0,"finishedAt":1,"lastPartSentAt":1,"taskNameActive":"Importing dock","taskNameComplete":"Imported dock"},"id":"block-b_2bntKxBQ7ph"}],["AssistantMessageContentPart",{"part":{"createdAt":1786965188960,"finishedAt":1786965194728,"lastPartSentAt":1786965194728,"taskNameActive":null,"id":"ZSeUorEzH7dq9Gxb","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":6,"thought":"I'm handling the queue mutations and navigation on recording failures, then adding a beforeunload warning to prevent accidental site exits during active uploads. I'll also track the document's reading status while the server processes it. The main performance boost comes from implementing relevance-scoped context in the chat with reply language matching, and I'm designing this in the notes-chat module starting with the answer generation function.\n\nThe approach scores notes and documents against the user's last couple messages to pick relevant ones, respects single-note scoping when applied, and uses token budgets of 24,000 for notes and 16,000 for documents. The index stays compact but capped at 60 items, and if nothing scores well I'll fall back to the most recent few notes to handle cases like \"explain my last class.\" Each note gets truncated to around 6,000 characters so more fit in context, and I'll add a scoring helper to make this work."}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_x9CSJj8MV2U","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/notes-chat.ts","baseName":"notes-chat.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/notes-chat.ts\" \nGENERATING","latestDeploymentInfo":"$b8:20:1","lastDeployedAt":"2026-08-17T11:16:28.927Z","sourceVersionKey":"v_1_1cxmj_s3","needsBlockSource":true,"isAllImages":false,"blockId":"b_x9CSJj8MV2U","meta":{"taskNameActive":"Scoping chat context","taskNameComplete":"Scoped chat 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Let me find and update that section."}]}}],["AssistantMessageContentPart",{"part":{"createdAt":1786965262630,"finishedAt":1786965263622,"lastPartSentAt":1786965263451,"taskNameActive":"Reading assembly","taskNameComplete":"Read assembly","toolCallId":"toolu_01TqMJKnm6KNqcP1aoWMp1pq","agentTurnId":"turn_muvcRfZYLZpRuKws","filePath":null,"id":"GkzA2FQfHKjk1aYl","type":"task-read-file-v1","parts":[{"type":"reading-file","filePath":"/vercel/share/v0-project/lib/notes-chat.ts"},{"type":"reading-file","filePath":"/vercel/share/v0-project/lib/notes-chat.ts","offset":369,"limit":42}]}}],["AssistantMessageContentPart",{"part":{"type":"task-coding-v1","id":"block-b_INneAZfprTg","parts":[{"type":"code-project","isVersioned":false,"isSourceless":false,"changedFiles":[{"fileName":"/lib/notes-chat.ts","baseName":"notes-chat.ts","isActive":false,"isTerminated":false,"isDeleted":false,"isMoved":false}],"source":"[V0_FILE]ts:file=\"/lib/notes-chat.ts\" 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Press record when the class starts

Fix a wrong line on the spot

Say what the class was about

Clean English notes, ready to print