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Deploy Cedric AI: From Product Hunt Buzz to Live Docs

#cedric #producthunt #meetingautomation #english

From Product Hunt Launch to Seamless Docs: A Hands‑On Guide to Deploying Cedric AI

Introduction

Cedric AI turned heads on Product Hunt by instantly turning Zoom, Teams, and Google Meet calls into polished slide decks and searchable minutes. In the first week it spiked on Google Trends, and today teams in tech, finance, education, and healthcare are using it to shave hours off meeting prep. This article shows you exactly how to get Cedric AI up and running, compares costs with the main rivals, and provides ready‑to‑paste code snippets so you can start automating your workflow right now.

Quick FAQ

Question Answer
Which video‑conference platforms are supported? Native integrations for Zoom, Microsoft Teams, and Google Meet via a browser extension and REST APIs. SDKs are available for custom‑built solutions.
Is my data secure and compliant? All traffic uses TLS 1.3; recordings, transcripts, and summaries are stored with AES‑256 encryption. Region‑specific data residency, configurable retention policies, and audit logs let you meet GDPR, CCPA, and HIPAA requirements.
How does pricing stack up against Otter.ai and Fireflies.ai? See the Cost Comparison table below. Cedric AI’s pay‑as‑you‑go + serverless model typically saves 20‑35 % of total cost while delivering a lower Word Error Rate (≈ 4.2 % vs 6‑8 %).

Why Deploy Cedric AI Today?

  1. Hybrid work is here to stay – Gartner (2024) reports 78 % of enterprises will keep hybrid meetings permanently, driving a 42 % YoY increase in video calls.
  2. Productivity bottleneck – Knowledge workers waste ~2.5 h/week hunting recordings and typing minutes. Automating this can reclaim ≈ 15 % of weekly time (pilot at a European fintech).
  3. Regulatory pressure – GDPR fines average €1.2 M per breach. Cedric AI’s end‑to‑end encryption and on‑demand deletion give you a defensible audit trail.
  4. Unique capability gap – Unlike Otter.ai or Fireflies.ai, Cedric AI generates real‑time slide decks and AI‑voice narration that can be injected into a live presentation, a game‑changer for sales demos and internal training.

Architecture at a Glance 

+-------------------+      +-------------------+      +-------------------+
| Browser Extension | ---> |  API Gateway      | ---> | Serverless Workers|
+-------------------+      +-------------------+      +-------------------+
        |                         |                         |
        v                         v                         v
   Audio Stream            Authentication            Transcription
   (WebRTC)                 (OAuth2/JWT)           (Whisper + Custom LM)
        |                         |                         |
        +-------------------+-----------------------------+
                            |
                            v
                     Document Builder
                     (SlideGen + VoiceSynth)
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All components run on AWS (Lambda, API Gateway, S3, KMS) and can be swapped for Azure or GCP with minimal changes.

Step‑by‑Step Deployment

1️⃣ Create an AWS Account & Install the CLI 

# Install the latest AWS CLI
curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip"
unzip awscliv2.zip
sudo ./aws/install

# Verify
aws --version
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2️⃣ Clone the Cedric AI starter repo 

git clone https://github.com/cedric-ai/cedric-starter.git
cd cedric-starter
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3️⃣ Set up environment variables

Create a .env file (do not commit it).

CEDRIC_API_KEY=your_api_key_here
AWS_REGION=us-east-1
S3_BUCKET=cedric-docs-prod
TRANSCRIBE_MODEL=whisper-large-v2
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4️⃣ Deploy the serverless stack (using the Serverless Framework) 

npm install -g serverless
npm install
sls deploy --stage prod
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The command provisions:

  • Lambda functions for transcription, slide generation, and voice synthesis
  • API Gateway endpoints (/transcribe, /slides, /voice)
  • S3 bucket with default encryption (AES‑256)

5️⃣ Install the browser extension

  1. Open Chrome → chrome://extensions → Enable Developer mode.
  2. Click Load unpacked and select cedric-starter/extension.

The extension will automatically pick up the API URL from the deployed stack (displayed in the CLI output).

6️⃣ Test the end‑to‑end flow

Start a Zoom meeting, click the Cedric AI icon, and hit “Start Capture.” After the call ends, the extension will POST the audio to /transcribe.

curl -X POST https://api.cedric.ai/transcribe \
  -H "Authorization: Bearer $CEDRIC_API_KEY" \
  -F "file=@meeting.wav"
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You’ll receive a JSON payload with:

{
  "transcript_id": "tr-12345",
  "summary": "Key decisions: …",
  "slides_url": "https://s3.amazonaws.com/cedric-docs-prod/slides/tr-12345.pdf",
  "voice_narration_url": "https://s3.amazonaws.com/cedric-docs-prod/audio/tr-12345.mp3"
}
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Open the slides_url to view a fully formatted deck, and play the voice_narration_url to hear an AI‑generated walkthrough.

Cost Comparison

Service Pricing Model Avg. Monthly Cost (100 hrs) Accuracy (WER)
Cedric AI Pay‑as‑you‑go ( $0.018 per min transcription + $0.005 per slide ) $162 4.2 %
Otter.ai (Pro) $8.33 per user/mo (unlimited minutes) $200 (5 users) 6.5 %
Fireflies.ai (Premium) $0.025 per min + $0.01 per slide $210 6.8 %

Numbers assume 100 hours of meeting audio per month and an average of 10 slides per meeting.

Real‑World Use Cases

Use Case How Cedric AI Helps Sample Code
Sales demos Auto‑generate a polished deck with live voice‑over, reducing prep time from 2 h to < 10 min. sls invoke -f generateSlides -d '{"meeting_id":"demo-001"}'
Regulated industries Enforce retention policies and export immutable PDFs for audit trails. aws s3api put-object-retention --bucket $S3_BUCKET --key slides/tr-12345.pdf --retention '{"Mode":"GOVERNANCE","RetainUntilDate":"2027-12-31T00:00:00Z"}'
Education Turn lecture recordings into slide decks with captioned video for accessibility. curl -X POST https://api.cedric.ai/voice -d '{"text":"Welcome to the lesson"}' -H "Authorization: Bearer $CEDRIC_API_KEY"
Internal retrospectives Summarize weekly stand‑ups and publish a single PDF to the team wiki. aws s3 cp s3://$S3_BUCKET/slides/tr-standup.pdf ./wiki/weekly-summary.pdf

Checklist – Get Cedric AI Working in 5 Minutes

  • [ ] AWS account created & CLI configured
  • [ ] Repo cloned & .env populated with API key & region
  • [ ] sls deploy completed without errors
  • [ ] Chrome extension loaded and pointing to the correct API endpoint
  • [ ] Run a test call and verify you receive a PDF and MP3 link

Final Thoughts

Cedric AI isn’t just another transcription service; it’s a complete meeting‑to‑document pipeline that plugs directly into the tools you already use. With a few commands, a modest budget, and the code snippets above, you can eliminate manual note‑taking, stay compliant, and deliver professional‑grade slide decks in real time. Deploy it today and start reclaiming the time you spend preparing for your next meeting.

Herramienta mencionada: GitHub Copilot

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