doc pr review iteration

docs/docs/concepts/modes.md

@@ -34,7 +34,7 @@ Public mode provides immediate access to core transcription features without req
 Private mode unlocks the full potential of Reflector with authentication and persistent storage.
 
 ### Additional Features
-- **Virtual Meeting Rooms**: Whereby integration
+- **Virtual Meeting Rooms**: Whereby and Daily.co integration
 - **Team Collaboration**: Share transcripts with team
 - **Persistent Storage**: Long-term transcript archive
 - **Advanced Analytics**: Meeting insights and trends
@@ -99,10 +99,8 @@ REFLECTOR_AUTH_BACKEND=authentik
 ## Security Considerations
 
 ### Public Mode Security
-- Rate limiting to prevent abuse
 - File size restrictions
 - Automatic cleanup of old data
-- No PII storage
 
 ### Private Mode Security
 - Encrypted data storage

docs/docs/concepts/overview.md

@@ -15,7 +15,7 @@ The user interface is built with **Next.js 14** using the App Router pattern, pr
 
 - Server-side rendering for optimal performance
 - Real-time WebSocket connections for live transcription
-- WebRTC support for audio streaming
+- WebRTC support for audio streaming and live meetings
 - Responsive design with Chakra UI components
 
 ### Backend API Server

docs/docs/concepts/pipeline.md

@@ -36,7 +36,6 @@ Accepts various input sources:
 
 Prepares audio for optimal processing:
 - **Format Conversion**: Convert to 16kHz mono WAV
-- **Normalization**: Adjust volume to -23 LUFS
 - **Noise Reduction**: Optional background noise removal
 - **Validation**: Check duration and quality
 
@@ -148,7 +147,6 @@ chunk_overlap_seconds: 1
 
 # Quality settings
 enable_noise_reduction: true
-enable_normalization: true
 min_speech_confidence: 0.5
 
 # Post-processing

docs/docs/installation/overview.md

@@ -176,8 +176,6 @@ Save these credentials - you'll need them in the next step.
 
 ## Configure Environment
 
-**Location: YOUR SERVER (via SSH, in the `reflector` directory)**
-
 Reflector has two env files:
 - `server/.env` - Backend configuration
 - `www/.env` - Frontend configuration
@@ -268,8 +266,6 @@ FEATURE_REQUIRE_LOGIN=false
 
 ## Configure Caddy
 
-**Location: YOUR SERVER (via SSH)**
-
 ```bash
 cp Caddyfile.example Caddyfile
 nano Caddyfile
@@ -291,8 +287,6 @@ Replace `example.com` with your domains. The `{$VAR:default}` syntax uses Caddy'
 
 ## Start Services
 
-**Location: YOUR SERVER (via SSH)**
-
 ```bash
 docker compose -f docker-compose.prod.yml up -d
 ```
@@ -317,12 +311,6 @@ docker compose -f docker-compose.prod.yml ps
 # All should show "Up"
 ```
 
-### Check logs for errors
-```bash
-docker compose -f docker-compose.prod.yml logs server --tail 20
-docker compose -f docker-compose.prod.yml logs worker --tail 20
-```
-
 ### Test API
 ```bash
 curl https://api.example.com/health
@@ -382,6 +370,12 @@ docker compose -f docker-compose.prod.yml up -d server worker
 
 ## Troubleshooting
 
+### Check logs for errors
+```bash
+docker compose -f docker-compose.prod.yml logs server --tail 20
+docker compose -f docker-compose.prod.yml logs worker --tail 20
+```
+
 ### Services won't start
 ```bash
 docker compose -f docker-compose.prod.yml logs
@@ -405,11 +399,3 @@ docker compose -f docker-compose.prod.yml logs
 - Set `FEATURE_REQUIRE_LOGIN=false` in `www/.env`
 - Rebuild frontend: `docker compose -f docker-compose.prod.yml up -d --force-recreate web`
 
----
-
-## Next Steps
-
-- [Modal Setup](./modal-setup) - Cloud GPU processing details
-- [Self-Hosted GPU Setup](./self-hosted-gpu-setup) - Own GPU server deployment
-- [Authentication Setup](./auth-setup) - Authentik OAuth
-- [System Requirements](./requirements) - Hardware specs

docs/docs/installation/requirements.md

@@ -42,6 +42,7 @@ This page lists hardware and software requirements. For the complete deployment
 
 - **Daily.co account** - For video conferencing (free tier available at https://dashboard.daily.co)
 - **AWS S3 bucket + IAM Role** - For Daily.co to store recordings
+- **Another AWS S3 bucket (optional, can reuse the one above)** - For Reflector to store "compiled" mp3 files and transient diarization process temporary files
 
 ### Optional
 

docs/docs/pipelines/file-pipeline.md

@@ -27,7 +27,7 @@ The file processing pipeline handles uploaded audio files, optimizing for accura
 ### 2. Pre-processing
 
 **Audio Normalization:**
-```python
+```yaml
 # Convert to standard format
 - Sample rate: 16kHz (Whisper requirement)
 - Channels: Mono
@@ -35,11 +35,6 @@ The file processing pipeline handles uploaded audio files, optimizing for accura
 - Format: WAV
 ```
 
-**Volume Normalization:**
-- Target: -23 LUFS (broadcast standard)
-- Prevents clipping
-- Improves transcription accuracy
-
 **Noise Reduction (Optional):**
 - Background noise removal
 - Echo cancellation

docs/docs/reference/api.md

@@ -220,13 +220,6 @@ Modify room configuration and permissions.
 - `429 Too Many Requests`: Rate limit exceeded
 - `500 Internal Server Error`: Server error
 
-## Rate Limiting
-
-- **Anonymous users**: 100 requests per minute
-- **Authenticated users**: 1000 requests per minute
-- **WebSocket connections**: 10 concurrent per user
-- **File uploads**: 10 per hour for anonymous, 100 per hour for authenticated
-
 ## WebSocket Protocol
 
 The WebSocket connection provides real-time updates during transcription processing. The server sends structured messages to communicate different events and data updates.