com feature mvp
This commit is contained in:
patrick-motsch
parent
e94df6c647
commit
f5fd1d2406
17 changed files with 3914 additions and 22 deletions
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@ -108,15 +108,10 @@ class ConnectorGoogleSpeech:
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# Determine encoding based on detected format
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# Google Cloud Speech API has specific requirements for different formats
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if audioFormat == "webm_opus":
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# For WEBM OPUS, we need to ensure proper format
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encoding = speech.RecognitionConfig.AudioEncoding.WEBM_OPUS
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# WEBM_OPUS requires specific sample rate handling - must match header
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if sampleRate != 48000:
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logger.warning(f"WEBM_OPUS detected but sample rate is {sampleRate}, adjusting to 48000")
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if sampleRate not in [8000, 12000, 16000, 24000, 48000]:
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sampleRate = 48000
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# For WEBM_OPUS, don't specify sample_rate_hertz in config
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# Google Cloud will read it from the WEBM header
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useSampleRate = False
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useSampleRate = True
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elif audioFormat == "linear16":
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# For LINEAR16 format (PCM)
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encoding = speech.RecognitionConfig.AudioEncoding.LINEAR16
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@ -190,7 +185,8 @@ class ConnectorGoogleSpeech:
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except Exception as apiError:
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logger.error(f"Google Cloud API error: {apiError}")
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# Try with different encoding as fallback
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if skipFallbacks:
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raise
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if encoding != speech.RecognitionConfig.AudioEncoding.LINEAR16:
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logger.info("Trying fallback with LINEAR16 encoding...")
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fallbackConfig = speech.RecognitionConfig(
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@ -201,7 +197,6 @@ class ConnectorGoogleSpeech:
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enable_automatic_punctuation=True,
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model="latest_long"
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)
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try:
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response = await asyncio.to_thread(
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self.speech_client.recognize, config=fallbackConfig, audio=audio
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@ -213,14 +208,20 @@ class ConnectorGoogleSpeech:
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else:
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raise apiError
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# Process results
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# Process results - use longest transcript (complete utterance, avoids partials)
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if response.results:
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result = response.results[0]
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bestText = ""
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bestConfidence = 0.0
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for result in response.results:
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if result.alternatives:
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alternative = result.alternatives[0]
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transcribed_text = alternative.transcript
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confidence = alternative.confidence
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for alt in result.alternatives:
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t = alt.transcript.strip()
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if len(t) > len(bestText):
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bestText = t
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bestConfidence = alt.confidence
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if bestText:
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transcribed_text = bestText
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confidence = bestConfidence
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logger.info(f"Transcription successful: '{transcribed_text}' (confidence: {confidence:.2f})")
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return {
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@ -355,12 +356,18 @@ class ConnectorGoogleSpeech:
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)
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if fallback_response.results:
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result = fallback_response.results[0]
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bestText = ""
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bestConfidence = 0.0
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for result in fallback_response.results:
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if result.alternatives:
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alternative = result.alternatives[0]
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transcribed_text = alternative.transcript
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confidence = alternative.confidence
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for alt in result.alternatives:
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t = alt.transcript.strip()
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if len(t) > len(bestText):
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bestText = t
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bestConfidence = alt.confidence
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if bestText:
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transcribed_text = bestText
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confidence = bestConfidence
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logger.info(f"Fallback transcription successful: '{transcribed_text}' (confidence: {confidence:.2f})")
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return {
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178
modules/features/commcoach/CONCEPT.md
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178
modules/features/commcoach/CONCEPT.md
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@ -0,0 +1,178 @@
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# CommCoach – Communication Coach for Leaders
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## Product Goal
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An AI coaching agent for executives that:
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- Captures topics, concerns, and questions
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- Asks active diagnostic follow-up questions
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- Builds a continuable context per topic (Dossier)
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- Conducts daily training conversations
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- Makes progress visible (Gamification)
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- Supports voice natively (STT/TTS, voice selection)
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## Architecture
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### Layers
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```
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Transport (REST/SSE) → routeFeatureCommcoach.py
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Orchestration → serviceCommcoach.py
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AI Pipeline → serviceCommcoachAi.py
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Scheduler → serviceCommcoachScheduler.py
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Domain / Storage → interfaceFeatureCommcoach.py
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Data Models → datamodelCommcoach.py
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Feature Registration → mainCommcoach.py
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```
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### Reuse from Existing Codebase
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| Component | Source | Usage |
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|-----------|--------|-------|
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| Feature Plug&Play | `registry.py` | Auto-discovery via `routeFeature*.py` |
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| RequestContext + RBAC | `authentication.py`, `interfaceRbac.py` | Auth + ownership |
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| DatabaseConnector | `connectorDbPostgre.py` | New DB `poweron_commcoach` |
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| VoiceObjects (STT/TTS) | `interfaceVoiceObjects.py` | Voice pipeline |
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| MessagingInterface | `interfaceMessaging.py` | Email summaries |
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| SSE Pattern | chatbot `routeFeatureChatbot.py` | Chat streaming |
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| PDF Renderer | `rendererPdf.py` | Dossier export (Iteration 2) |
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| EventManagement | `eventManagement.py` | Scheduled reminders |
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## Domain Model
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### Entities
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```
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User (1) ──── owns ──── (N) CoachingContext
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│
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CoachingContext (1) ────── (N) CoachingSession
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│
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CoachingSession (1) ───── (N) CoachingMessage
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│
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CoachingContext (1) ────── (N) CoachingTask
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CoachingContext (1) ────── (N) CoachingScore
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User (1) ──────────────── (1) CoachingUserProfile
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```
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### Status Models
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```
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CoachingContext: active → paused → active | archived → active | completed
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CoachingSession: active → completed | cancelled
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CoachingTask: open → in_progress → done | skipped
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```
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## API Design
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```
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PREFIX: /api/commcoach/{instanceId}
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# Contexts (Dossier)
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GET /contexts
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POST /contexts
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GET /contexts/{contextId}
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PUT /contexts/{contextId}
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DELETE /contexts/{contextId}
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POST /contexts/{contextId}/archive
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POST /contexts/{contextId}/activate
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# Sessions
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GET /contexts/{contextId}/sessions
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POST /contexts/{contextId}/sessions/start
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GET /sessions/{sessionId}
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POST /sessions/{sessionId}/complete
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POST /sessions/{sessionId}/cancel
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# Streaming Chat
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POST /sessions/{sessionId}/message/stream
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POST /sessions/{sessionId}/audio/stream
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GET /sessions/{sessionId}/stream
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# Tasks
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GET /contexts/{contextId}/tasks
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POST /contexts/{contextId}/tasks
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PUT /tasks/{taskId}
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PUT /tasks/{taskId}/status
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DELETE /tasks/{taskId}
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# Dashboard
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GET /dashboard
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# User Profile
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GET /profile
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PUT /profile
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# Voice
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GET /voice/languages
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GET /voice/voices
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POST /voice/tts
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```
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### SSE Event Types
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- `message` – Complete message
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- `messageChunk` – Streaming token
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- `sessionState` – Status update
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- `taskCreated` – New task from coach
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- `insightGenerated` – New insight
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- `scoreUpdate` – Score change
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- `status` – UI status label
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- `complete` – Stream ended
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- `error` – Error
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- `ping` – Keepalive
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## RBAC Model
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### Ownership Rules (Critical)
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- **Strict MY-only**: User sees only own contexts/sessions/messages/tasks/scores
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- **SysAdmin**: Only technical monitoring, NO content access
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- **No admin override** on userId filter
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### Template Roles
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- `commcoach-user`: DATA=MY on all entities, UI=ALL, RESOURCE=ALL
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- `commcoach-admin`: DATA=MY (intentionally not ALL), UI=ALL, RESOURCE=ALL
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### Audit Events
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- `commcoach.context.created/archived`
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- `commcoach.session.started/completed`
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- `commcoach.export.requested`
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## Iterations
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### Iteration 1 (MVP)
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- Context management (create, switch, archive)
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- Chat + SSE streaming
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- STT/TTS with language/voice selection
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- Coaching session with active diagnostic questions
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- Auto session protocol
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- Tasks/Checklist per context
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- Session summary via email
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- RBAC + strict ownership
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- Basic dashboard: continuity, competence score, goal progress
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- Long-session compression: ab 25 Nachrichten wird der aeltere Verlauf per AI zusammengefasst, letzte 15 Nachrichten bleiben vollstaendig (Teamsbot-Pattern)
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- Context Memory (Phasen 1-7): previousSessionSummaries im Chat, keyTopics bei completeSession, Intent-Erkennung (summarize_all, recall_session, recall_topic), Datums-Lookup, Topic-Suche, Rolling Overview, RAG-Platzhalter
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### Iteration 2
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- Roleplay personas (critical CFO, difficult employee, etc.)
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- Document upload + context binding
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- Exports (Markdown/PDF)
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- Extended gamification (streaks, levels, badges)
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- Better scoring/insights
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## Database
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- Database name: `poweron_commcoach`
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- Tables auto-created from Pydantic models via `DatabaseConnector`
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## Frontend
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### Views
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- `CommcoachDashboardView` – KPIs, streaks, quick start
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- `CommcoachCoachingView` – Chat UI with voice + context tabs
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- `CommcoachDossierView` – Dossier: timeline, tasks, scores
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- `CommcoachSettingsView` – Voice, reminder, profile settings
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### UX
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- Multiple active contexts as quick-switch tabs/chips
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- "Daily Coach" entry point prominent
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- Voice first, always with text fallback
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- Dossier view: timeline, learnings, tasks, next exercise
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1
modules/features/commcoach/__init__.py
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1
modules/features/commcoach/__init__.py
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@ -0,0 +1 @@
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# CommCoach Feature Container
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247
modules/features/commcoach/datamodelCommcoach.py
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247
modules/features/commcoach/datamodelCommcoach.py
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@ -0,0 +1,247 @@
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# Copyright (c) 2025 Patrick Motsch
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# All rights reserved.
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"""
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CommCoach Feature - Data Models.
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Pydantic models for coaching contexts, sessions, messages, tasks, scores, and user profiles.
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"""
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from typing import Optional, List, Dict, Any
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from pydantic import BaseModel, Field
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from enum import Enum
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import uuid
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# ============================================================================
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# Enums
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# ============================================================================
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class CoachingContextStatus(str, Enum):
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ACTIVE = "active"
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PAUSED = "paused"
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ARCHIVED = "archived"
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COMPLETED = "completed"
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class CoachingContextCategory(str, Enum):
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LEADERSHIP = "leadership"
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CONFLICT = "conflict"
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NEGOTIATION = "negotiation"
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PRESENTATION = "presentation"
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FEEDBACK = "feedback"
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DELEGATION = "delegation"
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CHANGE_MANAGEMENT = "changeManagement"
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CUSTOM = "custom"
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class CoachingSessionStatus(str, Enum):
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ACTIVE = "active"
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COMPLETED = "completed"
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CANCELLED = "cancelled"
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class CoachingMessageRole(str, Enum):
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USER = "user"
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ASSISTANT = "assistant"
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SYSTEM = "system"
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class CoachingMessageContentType(str, Enum):
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TEXT = "text"
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AUDIO_TRANSCRIPT = "audioTranscript"
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SYSTEM_NOTE = "systemNote"
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class CoachingTaskStatus(str, Enum):
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OPEN = "open"
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IN_PROGRESS = "inProgress"
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DONE = "done"
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SKIPPED = "skipped"
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class CoachingTaskPriority(str, Enum):
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LOW = "low"
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MEDIUM = "medium"
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HIGH = "high"
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class CoachingScoreTrend(str, Enum):
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IMPROVING = "improving"
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STABLE = "stable"
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DECLINING = "declining"
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# ============================================================================
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# Database Models
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# ============================================================================
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class CoachingContext(BaseModel):
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"""A coaching context/dossier representing a topic the user is working on."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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userId: str = Field(description="Owner user ID (strict ownership)")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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title: str = Field(description="Context title, e.g. 'Conflict with team lead'")
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description: Optional[str] = Field(default=None, description="Short description")
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category: CoachingContextCategory = Field(default=CoachingContextCategory.CUSTOM)
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status: CoachingContextStatus = Field(default=CoachingContextStatus.ACTIVE)
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goals: Optional[str] = Field(default=None, description="JSON array of goals [{id, text, status, createdAt}]")
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insights: Optional[str] = Field(default=None, description="JSON array of AI insights [{id, text, sessionId, createdAt}]")
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metadata: Optional[str] = Field(default=None, description="JSON object with flexible metadata")
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sessionCount: int = Field(default=0)
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taskCount: int = Field(default=0)
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lastSessionAt: Optional[str] = Field(default=None)
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rollingOverview: Optional[str] = Field(default=None, description="AI summary of older sessions for long context history")
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rollingOverviewUpToSessionCount: Optional[int] = Field(default=None, description="Session count covered by rollingOverview")
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createdAt: Optional[str] = Field(default=None)
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updatedAt: Optional[str] = Field(default=None)
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class CoachingSession(BaseModel):
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"""A single coaching conversation session within a context."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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contextId: str = Field(description="FK to CoachingContext")
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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status: CoachingSessionStatus = Field(default=CoachingSessionStatus.ACTIVE)
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summary: Optional[str] = Field(default=None, description="AI-generated session summary")
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coachNotes: Optional[str] = Field(default=None, description="JSON: AI internal notes for continuity")
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compressedHistorySummary: Optional[str] = Field(default=None, description="AI summary of older messages for long sessions")
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compressedHistoryUpToMessageCount: Optional[int] = Field(default=None, description="Message count covered by compressedHistorySummary")
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keyTopics: Optional[str] = Field(default=None, description="JSON array of key topics extracted at session complete")
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durationSeconds: int = Field(default=0)
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messageCount: int = Field(default=0)
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competenceScore: Optional[float] = Field(default=None, ge=0.0, le=100.0)
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emailSent: bool = Field(default=False)
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startedAt: Optional[str] = Field(default=None)
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endedAt: Optional[str] = Field(default=None)
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createdAt: Optional[str] = Field(default=None)
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updatedAt: Optional[str] = Field(default=None)
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class CoachingMessage(BaseModel):
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"""A single message in a coaching session."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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sessionId: str = Field(description="FK to CoachingSession")
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contextId: str = Field(description="FK to CoachingContext")
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userId: str = Field(description="Owner user ID")
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role: CoachingMessageRole = Field(description="Message author role")
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content: str = Field(description="Message content (Markdown)")
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contentType: CoachingMessageContentType = Field(default=CoachingMessageContentType.TEXT)
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audioRef: Optional[str] = Field(default=None, description="Reference to audio file")
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metadata: Optional[str] = Field(default=None, description="JSON: token count, voice info, etc.")
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createdAt: Optional[str] = Field(default=None)
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class CoachingTask(BaseModel):
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"""A task/checklist item assigned within a coaching context."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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contextId: str = Field(description="FK to CoachingContext")
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sessionId: Optional[str] = Field(default=None, description="FK to originating session")
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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title: str = Field(description="Task title")
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description: Optional[str] = Field(default=None)
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status: CoachingTaskStatus = Field(default=CoachingTaskStatus.OPEN)
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priority: CoachingTaskPriority = Field(default=CoachingTaskPriority.MEDIUM)
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dueDate: Optional[str] = Field(default=None)
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completedAt: Optional[str] = Field(default=None)
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createdAt: Optional[str] = Field(default=None)
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updatedAt: Optional[str] = Field(default=None)
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class CoachingScore(BaseModel):
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"""A competence score for a dimension, recorded after a session."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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contextId: str = Field(description="FK to CoachingContext")
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sessionId: str = Field(description="FK to CoachingSession")
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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dimension: str = Field(description="e.g. empathy, clarity, assertiveness, listening")
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score: float = Field(ge=0.0, le=100.0)
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trend: CoachingScoreTrend = Field(default=CoachingScoreTrend.STABLE)
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evidence: Optional[str] = Field(default=None, description="AI reasoning for the score")
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createdAt: Optional[str] = Field(default=None)
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class CoachingUserProfile(BaseModel):
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"""Per-user coaching profile and preferences."""
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id: str = Field(default_factory=lambda: str(uuid.uuid4()))
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userId: str = Field(description="Owner user ID")
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mandateId: str = Field(description="Mandate ID")
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instanceId: str = Field(description="Feature instance ID")
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preferredLanguage: str = Field(default="de-DE")
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preferredVoice: Optional[str] = Field(default=None, description="Google TTS voice name")
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dailyReminderTime: Optional[str] = Field(default=None, description="HH:MM format")
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dailyReminderEnabled: bool = Field(default=False)
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emailSummaryEnabled: bool = Field(default=True)
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streakDays: int = Field(default=0)
|
||||
longestStreak: int = Field(default=0)
|
||||
totalSessions: int = Field(default=0)
|
||||
totalMinutes: int = Field(default=0)
|
||||
lastSessionAt: Optional[str] = Field(default=None)
|
||||
createdAt: Optional[str] = Field(default=None)
|
||||
updatedAt: Optional[str] = Field(default=None)
|
||||
|
||||
|
||||
# ============================================================================
|
||||
# API Request/Response Models
|
||||
# ============================================================================
|
||||
|
||||
class CreateContextRequest(BaseModel):
|
||||
title: str = Field(description="Context title")
|
||||
description: Optional[str] = None
|
||||
category: Optional[CoachingContextCategory] = CoachingContextCategory.CUSTOM
|
||||
goals: Optional[List[str]] = None
|
||||
|
||||
|
||||
class UpdateContextRequest(BaseModel):
|
||||
title: Optional[str] = None
|
||||
description: Optional[str] = None
|
||||
category: Optional[CoachingContextCategory] = None
|
||||
goals: Optional[str] = None
|
||||
|
||||
|
||||
class SendMessageRequest(BaseModel):
|
||||
content: str = Field(description="User message text")
|
||||
contentType: Optional[CoachingMessageContentType] = CoachingMessageContentType.TEXT
|
||||
|
||||
|
||||
class CreateTaskRequest(BaseModel):
|
||||
title: str
|
||||
description: Optional[str] = None
|
||||
priority: Optional[CoachingTaskPriority] = CoachingTaskPriority.MEDIUM
|
||||
dueDate: Optional[str] = None
|
||||
|
||||
|
||||
class UpdateTaskRequest(BaseModel):
|
||||
title: Optional[str] = None
|
||||
description: Optional[str] = None
|
||||
priority: Optional[CoachingTaskPriority] = None
|
||||
dueDate: Optional[str] = None
|
||||
|
||||
|
||||
class UpdateTaskStatusRequest(BaseModel):
|
||||
status: CoachingTaskStatus
|
||||
|
||||
|
||||
class UpdateProfileRequest(BaseModel):
|
||||
preferredLanguage: Optional[str] = None
|
||||
preferredVoice: Optional[str] = None
|
||||
dailyReminderTime: Optional[str] = None
|
||||
dailyReminderEnabled: Optional[bool] = None
|
||||
emailSummaryEnabled: Optional[bool] = None
|
||||
|
||||
|
||||
class DashboardData(BaseModel):
|
||||
"""Aggregated dashboard data for the user."""
|
||||
totalContexts: int = 0
|
||||
activeContexts: int = 0
|
||||
totalSessions: int = 0
|
||||
totalMinutes: int = 0
|
||||
streakDays: int = 0
|
||||
longestStreak: int = 0
|
||||
averageScore: Optional[float] = None
|
||||
recentScores: List[Dict[str, Any]] = Field(default_factory=list)
|
||||
openTasks: int = 0
|
||||
completedTasks: int = 0
|
||||
contexts: List[Dict[str, Any]] = Field(default_factory=list)
|
||||
315
modules/features/commcoach/interfaceFeatureCommcoach.py
Normal file
315
modules/features/commcoach/interfaceFeatureCommcoach.py
Normal file
|
|
@ -0,0 +1,315 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
Interface to CommCoach database.
|
||||
Uses the PostgreSQL connector for data access with strict user ownership.
|
||||
"""
|
||||
|
||||
import logging
|
||||
from typing import Dict, Any, List, Optional
|
||||
|
||||
from modules.datamodels.datamodelUam import User
|
||||
from modules.connectors.connectorDbPostgre import DatabaseConnector
|
||||
from modules.shared.timeUtils import getIsoTimestamp
|
||||
from modules.shared.configuration import APP_CONFIG
|
||||
|
||||
from .datamodelCommcoach import (
|
||||
CoachingContext, CoachingContextStatus,
|
||||
CoachingSession, CoachingSessionStatus,
|
||||
CoachingMessage,
|
||||
CoachingTask, CoachingTaskStatus,
|
||||
CoachingScore,
|
||||
CoachingUserProfile,
|
||||
)
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
_interfaces = {}
|
||||
|
||||
|
||||
def getInterface(currentUser: User, mandateId: str = None, featureInstanceId: str = None):
|
||||
"""Factory: get or create a CommcoachObjects interface instance."""
|
||||
key = f"{currentUser.id}_{mandateId}_{featureInstanceId}"
|
||||
if key not in _interfaces:
|
||||
_interfaces[key] = CommcoachObjects(currentUser, mandateId, featureInstanceId)
|
||||
else:
|
||||
_interfaces[key].currentUser = currentUser
|
||||
_interfaces[key].mandateId = mandateId
|
||||
_interfaces[key].featureInstanceId = featureInstanceId
|
||||
return _interfaces[key]
|
||||
|
||||
|
||||
class CommcoachObjects:
|
||||
"""Database interface for CommCoach feature. All reads enforce strict userId ownership."""
|
||||
|
||||
def __init__(self, currentUser: User, mandateId: str = None, featureInstanceId: str = None):
|
||||
self.currentUser = currentUser
|
||||
self.mandateId = mandateId
|
||||
self.featureInstanceId = featureInstanceId
|
||||
self.userId = str(currentUser.id) if currentUser else "system"
|
||||
|
||||
dbHost = APP_CONFIG.get("DB_HOST", "_no_config_default_data")
|
||||
dbDatabase = "poweron_commcoach"
|
||||
dbUser = APP_CONFIG.get("DB_USER")
|
||||
dbPassword = APP_CONFIG.get("DB_PASSWORD_SECRET")
|
||||
dbPort = int(APP_CONFIG.get("DB_PORT", 5432))
|
||||
|
||||
self.db = DatabaseConnector(
|
||||
dbHost=dbHost,
|
||||
dbDatabase=dbDatabase,
|
||||
dbUser=dbUser,
|
||||
dbPassword=dbPassword,
|
||||
dbPort=dbPort,
|
||||
userId=self.userId,
|
||||
)
|
||||
|
||||
# =========================================================================
|
||||
# Contexts
|
||||
# =========================================================================
|
||||
|
||||
def getContexts(self, instanceId: str, userId: str, includeArchived: bool = False) -> List[Dict[str, Any]]:
|
||||
"""Get all coaching contexts for a user. Strict ownership."""
|
||||
records = self.db.getRecordset(
|
||||
CoachingContext,
|
||||
recordFilter={"instanceId": instanceId, "userId": userId},
|
||||
)
|
||||
if not includeArchived:
|
||||
records = [r for r in records if r.get("status") != CoachingContextStatus.ARCHIVED.value]
|
||||
records.sort(key=lambda r: r.get("updatedAt") or r.get("createdAt") or "", reverse=True)
|
||||
return records
|
||||
|
||||
def getContext(self, contextId: str) -> Optional[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(CoachingContext, recordFilter={"id": contextId})
|
||||
return records[0] if records else None
|
||||
|
||||
def createContext(self, data: Dict[str, Any]) -> Dict[str, Any]:
|
||||
data["createdAt"] = getIsoTimestamp()
|
||||
data["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordCreate(CoachingContext, data)
|
||||
|
||||
def updateContext(self, contextId: str, updates: Dict[str, Any]) -> Optional[Dict[str, Any]]:
|
||||
updates["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordModify(CoachingContext, contextId, updates)
|
||||
|
||||
def deleteContext(self, contextId: str) -> bool:
|
||||
self._deleteSessionsByContext(contextId)
|
||||
self._deleteTasksByContext(contextId)
|
||||
self._deleteScoresByContext(contextId)
|
||||
return self.db.recordDelete(CoachingContext, contextId)
|
||||
|
||||
# =========================================================================
|
||||
# Sessions
|
||||
# =========================================================================
|
||||
|
||||
def getSessions(self, contextId: str, userId: str) -> List[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(
|
||||
CoachingSession,
|
||||
recordFilter={"contextId": contextId, "userId": userId},
|
||||
)
|
||||
records.sort(key=lambda r: r.get("startedAt") or r.get("createdAt") or "", reverse=True)
|
||||
return records
|
||||
|
||||
def getSession(self, sessionId: str) -> Optional[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(CoachingSession, recordFilter={"id": sessionId})
|
||||
return records[0] if records else None
|
||||
|
||||
def getActiveSession(self, contextId: str, userId: str) -> Optional[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(
|
||||
CoachingSession,
|
||||
recordFilter={"contextId": contextId, "userId": userId, "status": CoachingSessionStatus.ACTIVE.value},
|
||||
)
|
||||
return records[0] if records else None
|
||||
|
||||
def createSession(self, data: Dict[str, Any]) -> Dict[str, Any]:
|
||||
data["createdAt"] = getIsoTimestamp()
|
||||
data["updatedAt"] = getIsoTimestamp()
|
||||
data["startedAt"] = getIsoTimestamp()
|
||||
return self.db.recordCreate(CoachingSession, data)
|
||||
|
||||
def updateSession(self, sessionId: str, updates: Dict[str, Any]) -> Optional[Dict[str, Any]]:
|
||||
updates["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordModify(CoachingSession, sessionId, updates)
|
||||
|
||||
def _deleteSessionsByContext(self, contextId: str) -> int:
|
||||
records = self.db.getRecordset(CoachingSession, recordFilter={"contextId": contextId})
|
||||
count = 0
|
||||
for record in records:
|
||||
self._deleteMessagesBySession(record.get("id"))
|
||||
self.db.recordDelete(CoachingSession, record.get("id"))
|
||||
count += 1
|
||||
return count
|
||||
|
||||
# =========================================================================
|
||||
# Messages
|
||||
# =========================================================================
|
||||
|
||||
def getMessages(self, sessionId: str) -> List[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(CoachingMessage, recordFilter={"sessionId": sessionId})
|
||||
records.sort(key=lambda r: r.get("createdAt") or "")
|
||||
return records
|
||||
|
||||
def getRecentMessages(self, sessionId: str, count: int = 20) -> List[Dict[str, Any]]:
|
||||
records = self.getMessages(sessionId)
|
||||
return records[-count:]
|
||||
|
||||
def createMessage(self, data: Dict[str, Any]) -> Dict[str, Any]:
|
||||
data["createdAt"] = getIsoTimestamp()
|
||||
return self.db.recordCreate(CoachingMessage, data)
|
||||
|
||||
def _deleteMessagesBySession(self, sessionId: str) -> int:
|
||||
records = self.db.getRecordset(CoachingMessage, recordFilter={"sessionId": sessionId})
|
||||
count = 0
|
||||
for record in records:
|
||||
self.db.recordDelete(CoachingMessage, record.get("id"))
|
||||
count += 1
|
||||
return count
|
||||
|
||||
# =========================================================================
|
||||
# Tasks
|
||||
# =========================================================================
|
||||
|
||||
def getTasks(self, contextId: str, userId: str) -> List[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(
|
||||
CoachingTask,
|
||||
recordFilter={"contextId": contextId, "userId": userId},
|
||||
)
|
||||
records.sort(key=lambda r: r.get("createdAt") or "", reverse=True)
|
||||
return records
|
||||
|
||||
def getTask(self, taskId: str) -> Optional[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(CoachingTask, recordFilter={"id": taskId})
|
||||
return records[0] if records else None
|
||||
|
||||
def createTask(self, data: Dict[str, Any]) -> Dict[str, Any]:
|
||||
data["createdAt"] = getIsoTimestamp()
|
||||
data["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordCreate(CoachingTask, data)
|
||||
|
||||
def updateTask(self, taskId: str, updates: Dict[str, Any]) -> Optional[Dict[str, Any]]:
|
||||
updates["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordModify(CoachingTask, taskId, updates)
|
||||
|
||||
def deleteTask(self, taskId: str) -> bool:
|
||||
return self.db.recordDelete(CoachingTask, taskId)
|
||||
|
||||
def _deleteTasksByContext(self, contextId: str) -> int:
|
||||
records = self.db.getRecordset(CoachingTask, recordFilter={"contextId": contextId})
|
||||
count = 0
|
||||
for record in records:
|
||||
self.db.recordDelete(CoachingTask, record.get("id"))
|
||||
count += 1
|
||||
return count
|
||||
|
||||
def getOpenTaskCount(self, userId: str, instanceId: str) -> int:
|
||||
records = self.db.getRecordset(CoachingTask, recordFilter={"userId": userId})
|
||||
return len([r for r in records if r.get("status") in (CoachingTaskStatus.OPEN.value, CoachingTaskStatus.IN_PROGRESS.value)])
|
||||
|
||||
def getCompletedTaskCount(self, userId: str, instanceId: str) -> int:
|
||||
records = self.db.getRecordset(CoachingTask, recordFilter={"userId": userId})
|
||||
return len([r for r in records if r.get("status") == CoachingTaskStatus.DONE.value])
|
||||
|
||||
# =========================================================================
|
||||
# Scores
|
||||
# =========================================================================
|
||||
|
||||
def getScores(self, contextId: str, userId: str) -> List[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(
|
||||
CoachingScore,
|
||||
recordFilter={"contextId": contextId, "userId": userId},
|
||||
)
|
||||
records.sort(key=lambda r: r.get("createdAt") or "")
|
||||
return records
|
||||
|
||||
def getRecentScores(self, userId: str, limit: int = 20) -> List[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(CoachingScore, recordFilter={"userId": userId})
|
||||
records.sort(key=lambda r: r.get("createdAt") or "", reverse=True)
|
||||
return records[:limit]
|
||||
|
||||
def createScore(self, data: Dict[str, Any]) -> Dict[str, Any]:
|
||||
data["createdAt"] = getIsoTimestamp()
|
||||
return self.db.recordCreate(CoachingScore, data)
|
||||
|
||||
def _deleteScoresByContext(self, contextId: str) -> int:
|
||||
records = self.db.getRecordset(CoachingScore, recordFilter={"contextId": contextId})
|
||||
count = 0
|
||||
for record in records:
|
||||
self.db.recordDelete(CoachingScore, record.get("id"))
|
||||
count += 1
|
||||
return count
|
||||
|
||||
# =========================================================================
|
||||
# User Profile
|
||||
# =========================================================================
|
||||
|
||||
def getProfile(self, userId: str, instanceId: str) -> Optional[Dict[str, Any]]:
|
||||
records = self.db.getRecordset(
|
||||
CoachingUserProfile,
|
||||
recordFilter={"userId": userId, "instanceId": instanceId},
|
||||
)
|
||||
return records[0] if records else None
|
||||
|
||||
def getOrCreateProfile(self, userId: str, mandateId: str, instanceId: str) -> Dict[str, Any]:
|
||||
existing = self.getProfile(userId, instanceId)
|
||||
if existing:
|
||||
return existing
|
||||
data = CoachingUserProfile(
|
||||
userId=userId,
|
||||
mandateId=mandateId,
|
||||
instanceId=instanceId,
|
||||
).model_dump()
|
||||
data["createdAt"] = getIsoTimestamp()
|
||||
data["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordCreate(CoachingUserProfile, data)
|
||||
|
||||
def updateProfile(self, profileId: str, updates: Dict[str, Any]) -> Optional[Dict[str, Any]]:
|
||||
updates["updatedAt"] = getIsoTimestamp()
|
||||
return self.db.recordModify(CoachingUserProfile, profileId, updates)
|
||||
|
||||
# =========================================================================
|
||||
# Dashboard Aggregation
|
||||
# =========================================================================
|
||||
|
||||
def getDashboardData(self, userId: str, instanceId: str) -> Dict[str, Any]:
|
||||
contexts = self.db.getRecordset(CoachingContext, recordFilter={"userId": userId, "instanceId": instanceId})
|
||||
sessions = self.db.getRecordset(CoachingSession, recordFilter={"userId": userId, "instanceId": instanceId})
|
||||
profile = self.getProfile(userId, instanceId)
|
||||
|
||||
activeContexts = [c for c in contexts if c.get("status") == CoachingContextStatus.ACTIVE.value]
|
||||
completedSessions = [s for s in sessions if s.get("status") == CoachingSessionStatus.COMPLETED.value]
|
||||
|
||||
totalMinutes = sum(s.get("durationSeconds", 0) for s in completedSessions) // 60
|
||||
scores = []
|
||||
for s in completedSessions:
|
||||
raw = s.get("competenceScore")
|
||||
if raw is not None:
|
||||
try:
|
||||
scores.append(float(raw))
|
||||
except (ValueError, TypeError):
|
||||
pass
|
||||
avgScore = sum(scores) / len(scores) if scores else None
|
||||
|
||||
recentScores = self.getRecentScores(userId, limit=10)
|
||||
|
||||
contextSummaries = []
|
||||
for ctx in activeContexts:
|
||||
contextSummaries.append({
|
||||
"id": ctx.get("id"),
|
||||
"title": ctx.get("title"),
|
||||
"category": ctx.get("category"),
|
||||
"sessionCount": ctx.get("sessionCount", 0),
|
||||
"lastSessionAt": ctx.get("lastSessionAt"),
|
||||
})
|
||||
|
||||
return {
|
||||
"totalContexts": len(contexts),
|
||||
"activeContexts": len(activeContexts),
|
||||
"totalSessions": len(completedSessions),
|
||||
"totalMinutes": totalMinutes,
|
||||
"streakDays": profile.get("streakDays", 0) if profile else 0,
|
||||
"longestStreak": profile.get("longestStreak", 0) if profile else 0,
|
||||
"averageScore": round(avgScore, 1) if avgScore else None,
|
||||
"recentScores": recentScores,
|
||||
"openTasks": self.getOpenTaskCount(userId, instanceId),
|
||||
"completedTasks": self.getCompletedTaskCount(userId, instanceId),
|
||||
"contexts": contextSummaries,
|
||||
}
|
||||
281
modules/features/commcoach/mainCommcoach.py
Normal file
281
modules/features/commcoach/mainCommcoach.py
Normal file
|
|
@ -0,0 +1,281 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
CommCoach Feature Container - Main Module.
|
||||
Handles feature initialization and RBAC catalog registration.
|
||||
"""
|
||||
|
||||
import logging
|
||||
from typing import Dict, List, Any
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
FEATURE_CODE = "commcoach"
|
||||
FEATURE_LABEL = {"en": "Communication Coach", "de": "Kommunikations-Coach", "fr": "Coach Communication"}
|
||||
FEATURE_ICON = "mdi-account-voice"
|
||||
|
||||
UI_OBJECTS = [
|
||||
{
|
||||
"objectKey": "ui.feature.commcoach.dashboard",
|
||||
"label": {"en": "Dashboard", "de": "Dashboard", "fr": "Tableau de bord"},
|
||||
"meta": {"area": "dashboard"}
|
||||
},
|
||||
{
|
||||
"objectKey": "ui.feature.commcoach.coaching",
|
||||
"label": {"en": "Coaching", "de": "Coaching", "fr": "Coaching"},
|
||||
"meta": {"area": "coaching"}
|
||||
},
|
||||
{
|
||||
"objectKey": "ui.feature.commcoach.dossier",
|
||||
"label": {"en": "Dossier", "de": "Dossier", "fr": "Dossier"},
|
||||
"meta": {"area": "dossier"}
|
||||
},
|
||||
{
|
||||
"objectKey": "ui.feature.commcoach.settings",
|
||||
"label": {"en": "Settings", "de": "Einstellungen", "fr": "Parametres"},
|
||||
"meta": {"area": "settings"}
|
||||
},
|
||||
]
|
||||
|
||||
DATA_OBJECTS = [
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.CoachingContext",
|
||||
"label": {"en": "Coaching Context", "de": "Coaching-Kontext", "fr": "Contexte coaching"},
|
||||
"meta": {"table": "CoachingContext", "fields": ["id", "title", "category", "status"]}
|
||||
},
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.CoachingSession",
|
||||
"label": {"en": "Coaching Session", "de": "Coaching-Session", "fr": "Session coaching"},
|
||||
"meta": {"table": "CoachingSession", "fields": ["id", "contextId", "status", "summary"]}
|
||||
},
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.CoachingMessage",
|
||||
"label": {"en": "Coaching Message", "de": "Coaching-Nachricht", "fr": "Message coaching"},
|
||||
"meta": {"table": "CoachingMessage", "fields": ["id", "sessionId", "role", "content"]}
|
||||
},
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.CoachingTask",
|
||||
"label": {"en": "Coaching Task", "de": "Coaching-Aufgabe", "fr": "Tache coaching"},
|
||||
"meta": {"table": "CoachingTask", "fields": ["id", "contextId", "title", "status"]}
|
||||
},
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.CoachingScore",
|
||||
"label": {"en": "Coaching Score", "de": "Coaching-Score", "fr": "Score coaching"},
|
||||
"meta": {"table": "CoachingScore", "fields": ["id", "dimension", "score", "trend"]}
|
||||
},
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.CoachingUserProfile",
|
||||
"label": {"en": "User Profile", "de": "Benutzerprofil", "fr": "Profil utilisateur"},
|
||||
"meta": {"table": "CoachingUserProfile", "fields": ["id", "userId", "preferredLanguage"]}
|
||||
},
|
||||
{
|
||||
"objectKey": "data.feature.commcoach.*",
|
||||
"label": {"en": "All CommCoach Data", "de": "Alle CommCoach-Daten", "fr": "Toutes les donnees CommCoach"},
|
||||
"meta": {"wildcard": True}
|
||||
},
|
||||
]
|
||||
|
||||
RESOURCE_OBJECTS = [
|
||||
{
|
||||
"objectKey": "resource.feature.commcoach.context.create",
|
||||
"label": {"en": "Create Context", "de": "Kontext erstellen", "fr": "Creer contexte"},
|
||||
"meta": {"endpoint": "/api/commcoach/{instanceId}/contexts", "method": "POST"}
|
||||
},
|
||||
{
|
||||
"objectKey": "resource.feature.commcoach.context.archive",
|
||||
"label": {"en": "Archive Context", "de": "Kontext archivieren", "fr": "Archiver contexte"},
|
||||
"meta": {"endpoint": "/api/commcoach/{instanceId}/contexts/{contextId}/archive", "method": "POST"}
|
||||
},
|
||||
{
|
||||
"objectKey": "resource.feature.commcoach.session.start",
|
||||
"label": {"en": "Start Session", "de": "Session starten", "fr": "Demarrer session"},
|
||||
"meta": {"endpoint": "/api/commcoach/{instanceId}/contexts/{contextId}/sessions/start", "method": "POST"}
|
||||
},
|
||||
{
|
||||
"objectKey": "resource.feature.commcoach.session.complete",
|
||||
"label": {"en": "Complete Session", "de": "Session abschliessen", "fr": "Terminer session"},
|
||||
"meta": {"endpoint": "/api/commcoach/{instanceId}/sessions/{sessionId}/complete", "method": "POST"}
|
||||
},
|
||||
{
|
||||
"objectKey": "resource.feature.commcoach.task.manage",
|
||||
"label": {"en": "Manage Tasks", "de": "Aufgaben verwalten", "fr": "Gerer taches"},
|
||||
"meta": {"endpoint": "/api/commcoach/{instanceId}/contexts/{contextId}/tasks", "method": "POST"}
|
||||
},
|
||||
]
|
||||
|
||||
TEMPLATE_ROLES = [
|
||||
{
|
||||
"roleLabel": "commcoach-user",
|
||||
"description": {
|
||||
"en": "Communication Coach User - Can manage own coaching contexts and sessions",
|
||||
"de": "Kommunikations-Coach Benutzer - Kann eigene Coaching-Kontexte und Sessions verwalten",
|
||||
"fr": "Utilisateur Coach Communication - Peut gerer ses propres contextes et sessions"
|
||||
},
|
||||
"accessRules": [
|
||||
{"context": "UI", "item": "ui.feature.commcoach.dashboard", "view": True},
|
||||
{"context": "UI", "item": "ui.feature.commcoach.coaching", "view": True},
|
||||
{"context": "UI", "item": "ui.feature.commcoach.dossier", "view": True},
|
||||
{"context": "UI", "item": "ui.feature.commcoach.settings", "view": True},
|
||||
{"context": "DATA", "item": "data.feature.commcoach.CoachingContext", "view": True, "read": "m", "create": "m", "update": "m", "delete": "m"},
|
||||
{"context": "DATA", "item": "data.feature.commcoach.CoachingSession", "view": True, "read": "m", "create": "m", "update": "m", "delete": "n"},
|
||||
{"context": "DATA", "item": "data.feature.commcoach.CoachingMessage", "view": True, "read": "m", "create": "m", "update": "n", "delete": "n"},
|
||||
{"context": "DATA", "item": "data.feature.commcoach.CoachingTask", "view": True, "read": "m", "create": "m", "update": "m", "delete": "m"},
|
||||
{"context": "DATA", "item": "data.feature.commcoach.CoachingScore", "view": True, "read": "m", "create": "n", "update": "n", "delete": "n"},
|
||||
{"context": "DATA", "item": "data.feature.commcoach.CoachingUserProfile", "view": True, "read": "m", "create": "m", "update": "m", "delete": "n"},
|
||||
{"context": "RESOURCE", "item": "resource.feature.commcoach.context.create", "view": True},
|
||||
{"context": "RESOURCE", "item": "resource.feature.commcoach.context.archive", "view": True},
|
||||
{"context": "RESOURCE", "item": "resource.feature.commcoach.session.start", "view": True},
|
||||
{"context": "RESOURCE", "item": "resource.feature.commcoach.session.complete", "view": True},
|
||||
{"context": "RESOURCE", "item": "resource.feature.commcoach.task.manage", "view": True},
|
||||
]
|
||||
},
|
||||
]
|
||||
|
||||
|
||||
def getFeatureDefinition() -> Dict[str, Any]:
|
||||
return {
|
||||
"code": FEATURE_CODE,
|
||||
"label": FEATURE_LABEL,
|
||||
"icon": FEATURE_ICON,
|
||||
"autoCreateInstance": True,
|
||||
}
|
||||
|
||||
|
||||
def getUiObjects() -> List[Dict[str, Any]]:
|
||||
return UI_OBJECTS
|
||||
|
||||
|
||||
def getResourceObjects() -> List[Dict[str, Any]]:
|
||||
return RESOURCE_OBJECTS
|
||||
|
||||
|
||||
def getTemplateRoles() -> List[Dict[str, Any]]:
|
||||
return TEMPLATE_ROLES
|
||||
|
||||
|
||||
def getDataObjects() -> List[Dict[str, Any]]:
|
||||
return DATA_OBJECTS
|
||||
|
||||
|
||||
def registerFeature(catalogService) -> bool:
|
||||
try:
|
||||
for uiObj in UI_OBJECTS:
|
||||
catalogService.registerUiObject(
|
||||
featureCode=FEATURE_CODE,
|
||||
objectKey=uiObj["objectKey"],
|
||||
label=uiObj["label"],
|
||||
meta=uiObj.get("meta")
|
||||
)
|
||||
|
||||
for resObj in RESOURCE_OBJECTS:
|
||||
catalogService.registerResourceObject(
|
||||
featureCode=FEATURE_CODE,
|
||||
objectKey=resObj["objectKey"],
|
||||
label=resObj["label"],
|
||||
meta=resObj.get("meta")
|
||||
)
|
||||
|
||||
for dataObj in DATA_OBJECTS:
|
||||
catalogService.registerDataObject(
|
||||
featureCode=FEATURE_CODE,
|
||||
objectKey=dataObj["objectKey"],
|
||||
label=dataObj["label"],
|
||||
meta=dataObj.get("meta")
|
||||
)
|
||||
|
||||
_syncTemplateRolesToDb()
|
||||
|
||||
logger.info(f"Feature '{FEATURE_CODE}' registered {len(UI_OBJECTS)} UI, {len(RESOURCE_OBJECTS)} resource, {len(DATA_OBJECTS)} data objects")
|
||||
return True
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to register feature '{FEATURE_CODE}': {e}")
|
||||
return False
|
||||
|
||||
|
||||
def _syncTemplateRolesToDb() -> int:
|
||||
try:
|
||||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||||
from modules.datamodels.datamodelRbac import Role, AccessRule, AccessRuleContext
|
||||
|
||||
rootInterface = getRootInterface()
|
||||
existingRoles = rootInterface.getRolesByFeatureCode(FEATURE_CODE)
|
||||
templateRoles = [r for r in existingRoles if r.mandateId is None]
|
||||
existingRoleLabels = {r.roleLabel: str(r.id) for r in templateRoles}
|
||||
|
||||
createdCount = 0
|
||||
for roleTemplate in TEMPLATE_ROLES:
|
||||
roleLabel = roleTemplate["roleLabel"]
|
||||
|
||||
if roleLabel in existingRoleLabels:
|
||||
roleId = existingRoleLabels[roleLabel]
|
||||
_ensureAccessRulesForRole(rootInterface, roleId, roleTemplate.get("accessRules", []))
|
||||
else:
|
||||
newRole = Role(
|
||||
roleLabel=roleLabel,
|
||||
description=roleTemplate.get("description", {}),
|
||||
featureCode=FEATURE_CODE,
|
||||
mandateId=None,
|
||||
featureInstanceId=None,
|
||||
isSystemRole=False
|
||||
)
|
||||
createdRole = rootInterface.db.recordCreate(Role, newRole.model_dump())
|
||||
roleId = createdRole.get("id")
|
||||
_ensureAccessRulesForRole(rootInterface, roleId, roleTemplate.get("accessRules", []))
|
||||
logger.info(f"Created template role '{roleLabel}' with ID {roleId}")
|
||||
createdCount += 1
|
||||
|
||||
if createdCount > 0:
|
||||
logger.info(f"Feature '{FEATURE_CODE}': Created {createdCount} template roles")
|
||||
|
||||
return createdCount
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error syncing template roles for feature '{FEATURE_CODE}': {e}")
|
||||
return 0
|
||||
|
||||
|
||||
def _ensureAccessRulesForRole(rootInterface, roleId: str, ruleTemplates: List[Dict[str, Any]]) -> int:
|
||||
from modules.datamodels.datamodelRbac import AccessRule, AccessRuleContext
|
||||
|
||||
existingRules = rootInterface.getAccessRulesByRole(roleId)
|
||||
existingSignatures = set()
|
||||
for rule in existingRules:
|
||||
sig = (rule.context.value if rule.context else None, rule.item)
|
||||
existingSignatures.add(sig)
|
||||
|
||||
createdCount = 0
|
||||
for template in ruleTemplates:
|
||||
context = template.get("context", "UI")
|
||||
item = template.get("item")
|
||||
sig = (context, item)
|
||||
|
||||
if sig in existingSignatures:
|
||||
continue
|
||||
|
||||
if context == "UI":
|
||||
contextEnum = AccessRuleContext.UI
|
||||
elif context == "DATA":
|
||||
contextEnum = AccessRuleContext.DATA
|
||||
elif context == "RESOURCE":
|
||||
contextEnum = AccessRuleContext.RESOURCE
|
||||
else:
|
||||
contextEnum = context
|
||||
|
||||
newRule = AccessRule(
|
||||
roleId=roleId,
|
||||
context=contextEnum,
|
||||
item=item,
|
||||
view=template.get("view", False),
|
||||
read=template.get("read"),
|
||||
create=template.get("create"),
|
||||
update=template.get("update"),
|
||||
delete=template.get("delete"),
|
||||
)
|
||||
rootInterface.db.recordCreate(AccessRule, newRule.model_dump())
|
||||
createdCount += 1
|
||||
|
||||
if createdCount > 0:
|
||||
logger.debug(f"Created {createdCount} AccessRules for role {roleId}")
|
||||
|
||||
return createdCount
|
||||
868
modules/features/commcoach/routeFeatureCommcoach.py
Normal file
868
modules/features/commcoach/routeFeatureCommcoach.py
Normal file
|
|
@ -0,0 +1,868 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
CommCoach routes for the backend API.
|
||||
Implements coaching context management, session streaming, tasks, dashboard, and voice endpoints.
|
||||
"""
|
||||
|
||||
import logging
|
||||
import json
|
||||
import asyncio
|
||||
import base64
|
||||
from typing import Optional
|
||||
from fastapi import APIRouter, HTTPException, Depends, Request
|
||||
from fastapi.responses import StreamingResponse
|
||||
|
||||
from modules.auth import limiter, getRequestContext, RequestContext
|
||||
from modules.shared.timeUtils import getIsoTimestamp
|
||||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||||
from modules.interfaces.interfaceFeatures import getFeatureInterface
|
||||
|
||||
from . import interfaceFeatureCommcoach as interfaceDb
|
||||
from .datamodelCommcoach import (
|
||||
CoachingContext, CoachingContextStatus, CoachingSession, CoachingSessionStatus,
|
||||
CoachingMessage, CoachingMessageRole, CoachingMessageContentType,
|
||||
CoachingTask, CoachingTaskStatus,
|
||||
CreateContextRequest, UpdateContextRequest,
|
||||
SendMessageRequest, CreateTaskRequest, UpdateTaskRequest, UpdateTaskStatusRequest,
|
||||
UpdateProfileRequest,
|
||||
)
|
||||
from .serviceCommcoach import CommcoachService, emitSessionEvent, getSessionEventQueue, cleanupSessionEvents
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
router = APIRouter(
|
||||
prefix="/api/commcoach",
|
||||
tags=["CommCoach"],
|
||||
responses={404: {"description": "Not found"}}
|
||||
)
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Helpers
|
||||
# =========================================================================
|
||||
|
||||
def _getInterface(context: RequestContext, instanceId: Optional[str] = None):
|
||||
mandateId = str(context.mandateId) if context.mandateId else None
|
||||
return interfaceDb.getInterface(context.user, mandateId=mandateId, featureInstanceId=instanceId)
|
||||
|
||||
|
||||
def _validateInstanceAccess(instanceId: str, context: RequestContext) -> str:
|
||||
rootInterface = getRootInterface()
|
||||
featureInterface = getFeatureInterface(rootInterface.db)
|
||||
instance = featureInterface.getFeatureInstance(instanceId)
|
||||
if not instance:
|
||||
raise HTTPException(status_code=404, detail=f"Feature instance '{instanceId}' not found")
|
||||
mandateId = instance.get("mandateId") if isinstance(instance, dict) else getattr(instance, "mandateId", None)
|
||||
if not mandateId:
|
||||
raise HTTPException(status_code=500, detail="Feature instance has no mandateId")
|
||||
return str(mandateId)
|
||||
|
||||
|
||||
def _validateOwnership(record: dict, context: RequestContext, fieldName: str = "userId") -> None:
|
||||
"""Strict ownership check. SysAdmin does NOT bypass for content access."""
|
||||
if record.get(fieldName) != str(context.user.id):
|
||||
raise HTTPException(status_code=404, detail="Not found")
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Context Endpoints
|
||||
# =========================================================================
|
||||
|
||||
@router.get("/{instanceId}/contexts")
|
||||
@limiter.limit("60/minute")
|
||||
async def listContexts(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
includeArchived: bool = False,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""List all coaching contexts for the current user."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
contexts = interface.getContexts(instanceId, userId, includeArchived=includeArchived)
|
||||
return {"contexts": contexts}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/contexts")
|
||||
@limiter.limit("20/minute")
|
||||
async def createContext(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
body: CreateContextRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Create a new coaching context/dossier."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
|
||||
goalsJson = None
|
||||
if body.goals:
|
||||
import uuid as _uuid
|
||||
goalsList = [{"id": str(_uuid.uuid4()), "text": g, "status": "open", "createdAt": ""} for g in body.goals]
|
||||
goalsJson = json.dumps(goalsList)
|
||||
|
||||
contextData = CoachingContext(
|
||||
userId=userId,
|
||||
mandateId=mandateId,
|
||||
instanceId=instanceId,
|
||||
title=body.title,
|
||||
description=body.description,
|
||||
category=body.category,
|
||||
goals=goalsJson,
|
||||
).model_dump()
|
||||
|
||||
created = interface.createContext(contextData)
|
||||
logger.info(f"CommCoach context created: {created.get('id')} for user {userId}")
|
||||
return {"context": created}
|
||||
|
||||
|
||||
@router.get("/{instanceId}/contexts/{contextId}")
|
||||
@limiter.limit("60/minute")
|
||||
async def getContext(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Get a coaching context with tasks and score summary."""
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
tasks = interface.getTasks(contextId, userId)
|
||||
scores = interface.getScores(contextId, userId)
|
||||
sessions = interface.getSessions(contextId, userId)
|
||||
|
||||
return {
|
||||
"context": ctx,
|
||||
"tasks": tasks,
|
||||
"scores": scores,
|
||||
"sessions": sessions,
|
||||
}
|
||||
|
||||
|
||||
@router.put("/{instanceId}/contexts/{contextId}")
|
||||
@limiter.limit("30/minute")
|
||||
async def updateContext(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
body: UpdateContextRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
updates = body.model_dump(exclude_none=True)
|
||||
updated = interface.updateContext(contextId, updates)
|
||||
return {"context": updated}
|
||||
|
||||
|
||||
@router.delete("/{instanceId}/contexts/{contextId}")
|
||||
@limiter.limit("10/minute")
|
||||
async def deleteContext(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
interface.deleteContext(contextId)
|
||||
return {"deleted": True}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/contexts/{contextId}/archive")
|
||||
@limiter.limit("10/minute")
|
||||
async def archiveContext(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
updated = interface.updateContext(contextId, {"status": CoachingContextStatus.ARCHIVED.value})
|
||||
return {"context": updated}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/contexts/{contextId}/activate")
|
||||
@limiter.limit("10/minute")
|
||||
async def activateContext(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
updated = interface.updateContext(contextId, {"status": CoachingContextStatus.ACTIVE.value})
|
||||
return {"context": updated}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Session Endpoints
|
||||
# =========================================================================
|
||||
|
||||
@router.get("/{instanceId}/contexts/{contextId}/sessions")
|
||||
@limiter.limit("60/minute")
|
||||
async def listSessions(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
sessions = interface.getSessions(contextId, userId)
|
||||
return {"sessions": sessions}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/contexts/{contextId}/sessions/start")
|
||||
@limiter.limit("10/minute")
|
||||
async def startSession(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Start a new coaching session or resume active one. Returns SSE stream with sessionState, messages, and complete."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
activeSession = interface.getActiveSession(contextId, userId)
|
||||
if activeSession:
|
||||
sessionId = activeSession.get("id")
|
||||
messages = interface.getMessages(sessionId)
|
||||
|
||||
async def _resumedEventGenerator():
|
||||
service = CommcoachService(context.user, mandateId, instanceId)
|
||||
greetingText = await service.generateResumeGreeting(sessionId, contextId, messages, interface)
|
||||
assistantMsg = CoachingMessage(
|
||||
sessionId=sessionId,
|
||||
contextId=contextId,
|
||||
userId=userId,
|
||||
role=CoachingMessageRole.ASSISTANT,
|
||||
content=greetingText,
|
||||
contentType=CoachingMessageContentType.TEXT,
|
||||
).model_dump()
|
||||
createdGreeting = interface.createMessage(assistantMsg)
|
||||
interface.updateSession(sessionId, {"messageCount": len(messages) + 1})
|
||||
greetingForFrontend = {
|
||||
"id": createdGreeting.get("id"),
|
||||
"sessionId": sessionId,
|
||||
"contextId": contextId,
|
||||
"role": "assistant",
|
||||
"content": greetingText,
|
||||
"contentType": "text",
|
||||
"createdAt": createdGreeting.get("createdAt"),
|
||||
}
|
||||
messagesWithGreeting = messages + [greetingForFrontend]
|
||||
sessionWithCount = {**activeSession, "messageCount": len(messagesWithGreeting)}
|
||||
yield f"data: {json.dumps({'type': 'sessionState', 'data': {'session': sessionWithCount, 'resumed': True, 'messages': messagesWithGreeting}})}\n\n"
|
||||
if greetingText:
|
||||
try:
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
voiceInterface = getVoiceInterface(context.user, mandateId)
|
||||
profile = interface.getProfile(userId, instanceId)
|
||||
language = profile.get("preferredLanguage", "de-DE") if profile else "de-DE"
|
||||
voiceName = profile.get("preferredVoice") if profile else None
|
||||
from .serviceCommcoach import _stripMarkdownForTts
|
||||
ttsResult = await voiceInterface.textToSpeech(
|
||||
text=_stripMarkdownForTts(greetingText),
|
||||
languageCode=language,
|
||||
voiceName=voiceName,
|
||||
)
|
||||
if ttsResult and isinstance(ttsResult, dict):
|
||||
audioBytes = ttsResult.get("audioContent")
|
||||
if audioBytes:
|
||||
audioB64 = base64.b64encode(
|
||||
audioBytes if isinstance(audioBytes, bytes) else audioBytes.encode()
|
||||
).decode()
|
||||
yield f"data: {json.dumps({'type': 'ttsAudio', 'data': {'audio': audioB64, 'format': 'mp3'}})}\n\n"
|
||||
except Exception as e:
|
||||
logger.warning(f"TTS failed for resumed session: {e}")
|
||||
yield f"data: {json.dumps({'type': 'complete', 'data': {}, 'timestamp': getIsoTimestamp()})}\n\n"
|
||||
|
||||
return StreamingResponse(
|
||||
_resumedEventGenerator(),
|
||||
media_type="text/event-stream",
|
||||
headers={"Cache-Control": "no-cache", "Connection": "keep-alive", "X-Accel-Buffering": "no"},
|
||||
)
|
||||
|
||||
sessionData = CoachingSession(
|
||||
contextId=contextId,
|
||||
userId=userId,
|
||||
mandateId=mandateId,
|
||||
instanceId=instanceId,
|
||||
).model_dump()
|
||||
created = interface.createSession(sessionData)
|
||||
sessionId = created.get("id")
|
||||
|
||||
eventQueue = getSessionEventQueue(sessionId)
|
||||
await emitSessionEvent(sessionId, "sessionState", {"session": created, "resumed": False})
|
||||
|
||||
service = CommcoachService(context.user, mandateId, instanceId)
|
||||
asyncio.create_task(service.processSessionOpening(sessionId, contextId, interface))
|
||||
|
||||
async def _newSessionEventGenerator():
|
||||
from modules.shared.timeUtils import getIsoTimestamp
|
||||
timeoutCount = 0
|
||||
try:
|
||||
while True:
|
||||
try:
|
||||
event = await asyncio.wait_for(eventQueue.get(), timeout=30.0)
|
||||
yield f"data: {json.dumps(event)}\n\n"
|
||||
timeoutCount = 0
|
||||
if event.get("type") in ("complete", "error"):
|
||||
break
|
||||
except asyncio.TimeoutError:
|
||||
yield f"data: {json.dumps({'type': 'ping', 'timestamp': getIsoTimestamp()})}\n\n"
|
||||
timeoutCount += 1
|
||||
if timeoutCount > 10:
|
||||
break
|
||||
except asyncio.CancelledError:
|
||||
pass
|
||||
|
||||
logger.info(f"CommCoach session started (streaming): {sessionId} for context {contextId}")
|
||||
return StreamingResponse(
|
||||
_newSessionEventGenerator(),
|
||||
media_type="text/event-stream",
|
||||
headers={"Cache-Control": "no-cache", "Connection": "keep-alive", "X-Accel-Buffering": "no"},
|
||||
)
|
||||
|
||||
|
||||
|
||||
@router.get("/{instanceId}/sessions/{sessionId}")
|
||||
@limiter.limit("60/minute")
|
||||
async def getSession(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
sessionId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
raise HTTPException(status_code=404, detail="Session not found")
|
||||
_validateOwnership(session, context)
|
||||
|
||||
messages = interface.getMessages(sessionId)
|
||||
return {"session": session, "messages": messages}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/sessions/{sessionId}/complete")
|
||||
@limiter.limit("10/minute")
|
||||
async def completeSession(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
sessionId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Complete a coaching session. Triggers summary, scoring, task extraction, email."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
raise HTTPException(status_code=404, detail="Session not found")
|
||||
_validateOwnership(session, context)
|
||||
|
||||
if session.get("status") != CoachingSessionStatus.ACTIVE.value:
|
||||
raise HTTPException(status_code=400, detail=f"Session is already {session.get('status')}")
|
||||
|
||||
service = CommcoachService(context.user, mandateId, instanceId)
|
||||
result = await service.completeSession(sessionId, interface)
|
||||
return {"session": result}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/sessions/{sessionId}/cancel")
|
||||
@limiter.limit("10/minute")
|
||||
async def cancelSession(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
sessionId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
raise HTTPException(status_code=404, detail="Session not found")
|
||||
_validateOwnership(session, context)
|
||||
|
||||
from modules.shared.timeUtils import getIsoTimestamp
|
||||
interface.updateSession(sessionId, {
|
||||
"status": CoachingSessionStatus.CANCELLED.value,
|
||||
"endedAt": getIsoTimestamp(),
|
||||
})
|
||||
return {"cancelled": True}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Chat Streaming Endpoints
|
||||
# =========================================================================
|
||||
|
||||
@router.post("/{instanceId}/sessions/{sessionId}/message/stream")
|
||||
@limiter.limit("30/minute")
|
||||
async def sendMessageStream(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
sessionId: str,
|
||||
body: SendMessageRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Send a text message and stream the coaching response via SSE."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
raise HTTPException(status_code=404, detail="Session not found")
|
||||
_validateOwnership(session, context)
|
||||
|
||||
if session.get("status") != CoachingSessionStatus.ACTIVE.value:
|
||||
raise HTTPException(status_code=400, detail="Session is not active")
|
||||
|
||||
contextId = session.get("contextId")
|
||||
service = CommcoachService(context.user, mandateId, instanceId)
|
||||
|
||||
# Process in background
|
||||
asyncio.create_task(
|
||||
service.processMessage(sessionId, contextId, body.content, interface)
|
||||
)
|
||||
|
||||
# Stream events
|
||||
async def _eventGenerator():
|
||||
eventQueue = getSessionEventQueue(sessionId)
|
||||
try:
|
||||
timeout_count = 0
|
||||
while True:
|
||||
try:
|
||||
event = await asyncio.wait_for(eventQueue.get(), timeout=30.0)
|
||||
yield f"data: {json.dumps(event)}\n\n"
|
||||
timeout_count = 0
|
||||
|
||||
eventType = event.get("type")
|
||||
if eventType in ("complete", "error"):
|
||||
break
|
||||
except asyncio.TimeoutError:
|
||||
yield f"data: {json.dumps({'type': 'ping'})}\n\n"
|
||||
timeout_count += 1
|
||||
if timeout_count > 10:
|
||||
break
|
||||
except asyncio.CancelledError:
|
||||
pass
|
||||
|
||||
return StreamingResponse(
|
||||
_eventGenerator(),
|
||||
media_type="text/event-stream",
|
||||
headers={
|
||||
"Cache-Control": "no-cache",
|
||||
"Connection": "keep-alive",
|
||||
"X-Accel-Buffering": "no",
|
||||
}
|
||||
)
|
||||
|
||||
|
||||
@router.post("/{instanceId}/sessions/{sessionId}/audio/stream")
|
||||
@limiter.limit("20/minute")
|
||||
async def sendAudioStream(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
sessionId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Send audio, get STT -> coaching response -> TTS via SSE."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
raise HTTPException(status_code=404, detail="Session not found")
|
||||
_validateOwnership(session, context)
|
||||
|
||||
if session.get("status") != CoachingSessionStatus.ACTIVE.value:
|
||||
raise HTTPException(status_code=400, detail="Session is not active")
|
||||
|
||||
audioBody = await request.body()
|
||||
if not audioBody:
|
||||
raise HTTPException(status_code=400, detail="No audio data received")
|
||||
|
||||
profile = interface.getProfile(str(context.user.id), instanceId)
|
||||
language = profile.get("preferredLanguage", "de-DE") if profile else "de-DE"
|
||||
|
||||
contextId = session.get("contextId")
|
||||
service = CommcoachService(context.user, mandateId, instanceId)
|
||||
|
||||
asyncio.create_task(
|
||||
service.processAudioMessage(sessionId, contextId, audioBody, language, interface)
|
||||
)
|
||||
|
||||
async def _eventGenerator():
|
||||
eventQueue = getSessionEventQueue(sessionId)
|
||||
try:
|
||||
timeout_count = 0
|
||||
while True:
|
||||
try:
|
||||
event = await asyncio.wait_for(eventQueue.get(), timeout=30.0)
|
||||
yield f"data: {json.dumps(event)}\n\n"
|
||||
timeout_count = 0
|
||||
|
||||
eventType = event.get("type")
|
||||
if eventType in ("complete", "error"):
|
||||
break
|
||||
if eventType == "message" and event.get("data", {}).get("role") == "assistant":
|
||||
break
|
||||
except asyncio.TimeoutError:
|
||||
yield f"data: {json.dumps({'type': 'ping'})}\n\n"
|
||||
timeout_count += 1
|
||||
if timeout_count > 10:
|
||||
break
|
||||
except asyncio.CancelledError:
|
||||
pass
|
||||
|
||||
return StreamingResponse(
|
||||
_eventGenerator(),
|
||||
media_type="text/event-stream",
|
||||
headers={
|
||||
"Cache-Control": "no-cache",
|
||||
"Connection": "keep-alive",
|
||||
"X-Accel-Buffering": "no",
|
||||
}
|
||||
)
|
||||
|
||||
|
||||
@router.get("/{instanceId}/sessions/{sessionId}/stream")
|
||||
@limiter.limit("60/minute")
|
||||
async def streamSession(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
sessionId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""Reconnect to an active session's SSE stream."""
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
raise HTTPException(status_code=404, detail="Session not found")
|
||||
_validateOwnership(session, context)
|
||||
|
||||
async def _eventGenerator():
|
||||
yield f"data: {json.dumps({'type': 'sessionState', 'data': session})}\n\n"
|
||||
|
||||
messages = interface.getMessages(sessionId)
|
||||
for msg in messages:
|
||||
yield f"data: {json.dumps({'type': 'message', 'data': msg})}\n\n"
|
||||
|
||||
eventQueue = getSessionEventQueue(sessionId)
|
||||
try:
|
||||
while True:
|
||||
try:
|
||||
event = await asyncio.wait_for(eventQueue.get(), timeout=30.0)
|
||||
yield f"data: {json.dumps(event)}\n\n"
|
||||
if event.get("type") in ("complete", "error"):
|
||||
break
|
||||
except asyncio.TimeoutError:
|
||||
yield f"data: {json.dumps({'type': 'ping'})}\n\n"
|
||||
except asyncio.CancelledError:
|
||||
pass
|
||||
|
||||
return StreamingResponse(
|
||||
_eventGenerator(),
|
||||
media_type="text/event-stream",
|
||||
headers={
|
||||
"Cache-Control": "no-cache",
|
||||
"Connection": "keep-alive",
|
||||
"X-Accel-Buffering": "no",
|
||||
}
|
||||
)
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Task Endpoints
|
||||
# =========================================================================
|
||||
|
||||
@router.get("/{instanceId}/contexts/{contextId}/tasks")
|
||||
@limiter.limit("60/minute")
|
||||
async def listTasks(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
tasks = interface.getTasks(contextId, userId)
|
||||
return {"tasks": tasks}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/contexts/{contextId}/tasks")
|
||||
@limiter.limit("30/minute")
|
||||
async def createTask(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
contextId: str,
|
||||
body: CreateTaskRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
if not ctx:
|
||||
raise HTTPException(status_code=404, detail="Context not found")
|
||||
_validateOwnership(ctx, context)
|
||||
|
||||
taskData = CoachingTask(
|
||||
contextId=contextId,
|
||||
userId=userId,
|
||||
mandateId=mandateId,
|
||||
title=body.title,
|
||||
description=body.description,
|
||||
priority=body.priority,
|
||||
dueDate=body.dueDate,
|
||||
).model_dump()
|
||||
|
||||
created = interface.createTask(taskData)
|
||||
return {"task": created}
|
||||
|
||||
|
||||
@router.put("/{instanceId}/tasks/{taskId}")
|
||||
@limiter.limit("30/minute")
|
||||
async def updateTask(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
taskId: str,
|
||||
body: UpdateTaskRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
task = interface.getTask(taskId)
|
||||
if not task:
|
||||
raise HTTPException(status_code=404, detail="Task not found")
|
||||
_validateOwnership(task, context)
|
||||
|
||||
updates = body.model_dump(exclude_none=True)
|
||||
updated = interface.updateTask(taskId, updates)
|
||||
return {"task": updated}
|
||||
|
||||
|
||||
@router.put("/{instanceId}/tasks/{taskId}/status")
|
||||
@limiter.limit("30/minute")
|
||||
async def updateTaskStatus(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
taskId: str,
|
||||
body: UpdateTaskStatusRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
task = interface.getTask(taskId)
|
||||
if not task:
|
||||
raise HTTPException(status_code=404, detail="Task not found")
|
||||
_validateOwnership(task, context)
|
||||
|
||||
updates = {"status": body.status.value}
|
||||
if body.status == CoachingTaskStatus.DONE:
|
||||
from modules.shared.timeUtils import getIsoTimestamp
|
||||
updates["completedAt"] = getIsoTimestamp()
|
||||
|
||||
updated = interface.updateTask(taskId, updates)
|
||||
return {"task": updated}
|
||||
|
||||
|
||||
@router.delete("/{instanceId}/tasks/{taskId}")
|
||||
@limiter.limit("10/minute")
|
||||
async def deleteTask(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
taskId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
|
||||
task = interface.getTask(taskId)
|
||||
if not task:
|
||||
raise HTTPException(status_code=404, detail="Task not found")
|
||||
_validateOwnership(task, context)
|
||||
|
||||
interface.deleteTask(taskId)
|
||||
return {"deleted": True}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Dashboard
|
||||
# =========================================================================
|
||||
|
||||
@router.get("/{instanceId}/dashboard")
|
||||
@limiter.limit("60/minute")
|
||||
async def getDashboard(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
_validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
data = interface.getDashboardData(userId, instanceId)
|
||||
return {"dashboard": data}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# User Profile
|
||||
# =========================================================================
|
||||
|
||||
@router.get("/{instanceId}/profile")
|
||||
@limiter.limit("60/minute")
|
||||
async def getProfile(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
profile = interface.getOrCreateProfile(userId, mandateId, instanceId)
|
||||
return {"profile": profile}
|
||||
|
||||
|
||||
@router.put("/{instanceId}/profile")
|
||||
@limiter.limit("10/minute")
|
||||
async def updateProfile(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
body: UpdateProfileRequest,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
interface = _getInterface(context, instanceId)
|
||||
userId = str(context.user.id)
|
||||
|
||||
profile = interface.getOrCreateProfile(userId, mandateId, instanceId)
|
||||
updates = body.model_dump(exclude_none=True)
|
||||
updated = interface.updateProfile(profile.get("id"), updates)
|
||||
return {"profile": updated}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Voice Endpoints
|
||||
# =========================================================================
|
||||
|
||||
@router.get("/{instanceId}/voice/languages")
|
||||
@limiter.limit("30/minute")
|
||||
async def getVoiceLanguages(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
voiceInterface = getVoiceInterface(context.user, mandateId)
|
||||
languagesResult = await voiceInterface.getAvailableLanguages()
|
||||
languageList = languagesResult.get("languages", []) if isinstance(languagesResult, dict) else languagesResult
|
||||
return {"languages": languageList}
|
||||
|
||||
|
||||
@router.get("/{instanceId}/voice/voices")
|
||||
@limiter.limit("30/minute")
|
||||
async def getVoiceVoices(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
language: str = "de-DE",
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
voiceInterface = getVoiceInterface(context.user, mandateId)
|
||||
voicesResult = await voiceInterface.getAvailableVoices(language)
|
||||
voiceList = voicesResult.get("voices", []) if isinstance(voicesResult, dict) else voicesResult
|
||||
return {"voices": voiceList}
|
||||
|
||||
|
||||
@router.post("/{instanceId}/voice/tts")
|
||||
@limiter.limit("10/minute")
|
||||
async def testVoice(
|
||||
request: Request,
|
||||
instanceId: str,
|
||||
context: RequestContext = Depends(getRequestContext),
|
||||
):
|
||||
"""TTS preview / voice test."""
|
||||
mandateId = _validateInstanceAccess(instanceId, context)
|
||||
body = await request.json()
|
||||
text = body.get("text", "Hallo, ich bin dein Coaching-Assistent.")
|
||||
language = body.get("language", "de-DE")
|
||||
voiceId = body.get("voiceId")
|
||||
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
voiceInterface = getVoiceInterface(context.user, mandateId)
|
||||
|
||||
try:
|
||||
result = await voiceInterface.textToSpeech(text=text, languageCode=language, voiceName=voiceId)
|
||||
if result and isinstance(result, dict):
|
||||
audioContent = result.get("audioContent")
|
||||
if audioContent:
|
||||
audioB64 = base64.b64encode(
|
||||
audioContent if isinstance(audioContent, bytes) else audioContent.encode()
|
||||
).decode()
|
||||
return {"success": True, "audio": audioB64, "format": "mp3", "text": text}
|
||||
return {"success": False, "error": "TTS returned no audio"}
|
||||
except Exception as e:
|
||||
logger.error(f"Voice test failed: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"TTS test failed: {str(e)}")
|
||||
746
modules/features/commcoach/serviceCommcoach.py
Normal file
746
modules/features/commcoach/serviceCommcoach.py
Normal file
|
|
@ -0,0 +1,746 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
CommCoach Service - Coaching Orchestration.
|
||||
Manages the coaching pipeline: message processing, AI calls, scoring, task extraction.
|
||||
"""
|
||||
|
||||
import re
|
||||
import logging
|
||||
import json
|
||||
import asyncio
|
||||
from typing import Optional, Dict, Any, List
|
||||
|
||||
from modules.datamodels.datamodelUam import User
|
||||
from modules.datamodels.datamodelAi import AiCallRequest, AiCallOptions, OperationTypeEnum, PriorityEnum
|
||||
from modules.shared.timeUtils import getIsoTimestamp
|
||||
|
||||
from .datamodelCommcoach import (
|
||||
CoachingMessage, CoachingMessageRole, CoachingMessageContentType,
|
||||
CoachingSessionStatus, CoachingTask, CoachingTaskPriority,
|
||||
CoachingScore, CoachingScoreTrend,
|
||||
)
|
||||
from . import serviceCommcoachAi as aiPrompts
|
||||
from .serviceCommcoachAi import (
|
||||
COMPRESSION_MESSAGE_THRESHOLD,
|
||||
COMPRESSION_RECENT_COUNT,
|
||||
COMPRESSION_MAX_MESSAGES_FETCH,
|
||||
buildResumeGreetingPrompt,
|
||||
)
|
||||
from .serviceCommcoachContextRetrieval import (
|
||||
detectIntent,
|
||||
RetrievalIntent,
|
||||
buildSessionSummariesForPrompt,
|
||||
findSessionByDate,
|
||||
searchSessionsByTopic,
|
||||
_parseDateFromMessage,
|
||||
PREVIOUS_SESSION_SUMMARIES_COUNT,
|
||||
ROLLING_OVERVIEW_SESSION_THRESHOLD,
|
||||
ROLLING_OVERVIEW_EVERY_N_SESSIONS,
|
||||
)
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
def _stripMarkdownForTts(text: str) -> str:
|
||||
"""Strip markdown formatting so TTS reads clean speech text."""
|
||||
t = text
|
||||
t = re.sub(r'\*\*(.+?)\*\*', r'\1', t)
|
||||
t = re.sub(r'\*(.+?)\*', r'\1', t)
|
||||
t = re.sub(r'__(.+?)__', r'\1', t)
|
||||
t = re.sub(r'_(.+?)_', r'\1', t)
|
||||
t = re.sub(r'`[^`]+`', lambda m: m.group(0)[1:-1], t)
|
||||
t = re.sub(r'^#{1,6}\s*', '', t, flags=re.MULTILINE)
|
||||
t = re.sub(r'^\s*[-*+]\s+', '', t, flags=re.MULTILINE)
|
||||
t = re.sub(r'^\s*\d+\.\s+', '', t, flags=re.MULTILINE)
|
||||
t = re.sub(r'\[(.+?)\]\(.+?\)', r'\1', t)
|
||||
t = re.sub(r'\n{3,}', '\n\n', t)
|
||||
return t.strip()
|
||||
|
||||
|
||||
# Session event queues for SSE streaming
|
||||
_sessionEvents: Dict[str, asyncio.Queue] = {}
|
||||
|
||||
|
||||
async def emitSessionEvent(sessionId: str, eventType: str, data: Any):
|
||||
"""Emit an event to the session's SSE stream."""
|
||||
if sessionId not in _sessionEvents:
|
||||
_sessionEvents[sessionId] = asyncio.Queue()
|
||||
await _sessionEvents[sessionId].put({
|
||||
"type": eventType,
|
||||
"data": data,
|
||||
"timestamp": getIsoTimestamp(),
|
||||
})
|
||||
|
||||
|
||||
def getSessionEventQueue(sessionId: str) -> asyncio.Queue:
|
||||
if sessionId not in _sessionEvents:
|
||||
_sessionEvents[sessionId] = asyncio.Queue()
|
||||
return _sessionEvents[sessionId]
|
||||
|
||||
|
||||
def cleanupSessionEvents(sessionId: str):
|
||||
_sessionEvents.pop(sessionId, None)
|
||||
|
||||
|
||||
class CommcoachService:
|
||||
"""Coaching orchestrator: processes messages, calls AI, extracts tasks and scores."""
|
||||
|
||||
def __init__(self, currentUser: User, mandateId: str, instanceId: str):
|
||||
self.currentUser = currentUser
|
||||
self.mandateId = mandateId
|
||||
self.instanceId = instanceId
|
||||
self.userId = str(currentUser.id)
|
||||
|
||||
async def processMessage(self, sessionId: str, contextId: str, userContent: str, interface) -> Dict[str, Any]:
|
||||
"""
|
||||
Process a user message through the coaching pipeline:
|
||||
1. Store user message
|
||||
2. Build context with history
|
||||
3. Call AI for coaching response
|
||||
4. Store assistant message
|
||||
5. Emit SSE events
|
||||
"""
|
||||
from . import interfaceFeatureCommcoach as interfaceDb
|
||||
|
||||
# Store user message
|
||||
userMsg = CoachingMessage(
|
||||
sessionId=sessionId,
|
||||
contextId=contextId,
|
||||
userId=self.userId,
|
||||
role=CoachingMessageRole.USER,
|
||||
content=userContent,
|
||||
contentType=CoachingMessageContentType.TEXT,
|
||||
).model_dump()
|
||||
createdUserMsg = interface.createMessage(userMsg)
|
||||
|
||||
await emitSessionEvent(sessionId, "message", {
|
||||
"id": createdUserMsg.get("id"),
|
||||
"role": "user",
|
||||
"content": userContent,
|
||||
"createdAt": createdUserMsg.get("createdAt"),
|
||||
})
|
||||
|
||||
# Build context
|
||||
context = interface.getContext(contextId)
|
||||
if not context:
|
||||
logger.error(f"Context {contextId} not found")
|
||||
return createdUserMsg
|
||||
|
||||
messages = interface.getRecentMessages(sessionId, count=COMPRESSION_MAX_MESSAGES_FETCH)
|
||||
session = interface.getSession(sessionId)
|
||||
compressedSummary = session.get("compressedHistorySummary") if session else None
|
||||
compressedUpTo = session.get("compressedHistoryUpToMessageCount") if session else None
|
||||
|
||||
earlierSummary, previousMessages = aiPrompts.prepareMessagesForPrompt(
|
||||
messages, compressedSummary, compressedUpTo
|
||||
)
|
||||
|
||||
if earlierSummary is None and len(messages) > COMPRESSION_MESSAGE_THRESHOLD:
|
||||
toSummarizeCount = len(messages) - COMPRESSION_RECENT_COUNT
|
||||
if toSummarizeCount > 0:
|
||||
toSummarize = messages[:toSummarizeCount]
|
||||
try:
|
||||
summaryPrompt = aiPrompts.buildEarlierConversationSummaryPrompt(toSummarize)
|
||||
summaryResponse = await self._callAi(
|
||||
"Du fasst Coaching-Gespraeche praezise zusammen.", summaryPrompt
|
||||
)
|
||||
if summaryResponse and summaryResponse.errorCount == 0 and summaryResponse.content:
|
||||
earlierSummary = summaryResponse.content.strip()
|
||||
interface.updateSession(sessionId, {
|
||||
"compressedHistorySummary": earlierSummary,
|
||||
"compressedHistoryUpToMessageCount": toSummarizeCount,
|
||||
})
|
||||
previousMessages = messages[-COMPRESSION_RECENT_COUNT:]
|
||||
logger.info(f"Session {sessionId}: Compressed history ({toSummarizeCount} msgs -> {len(earlierSummary)} chars)")
|
||||
except Exception as e:
|
||||
logger.warning(f"History compression failed for session {sessionId}: {e}")
|
||||
previousMessages = messages[-20:]
|
||||
|
||||
tasks = interface.getTasks(contextId, self.userId)
|
||||
|
||||
retrievalResult = await self._buildRetrievalContext(
|
||||
contextId, sessionId, userContent, context, interface
|
||||
)
|
||||
|
||||
systemPrompt = aiPrompts.buildCoachingSystemPrompt(
|
||||
context,
|
||||
previousMessages,
|
||||
tasks,
|
||||
previousSessionSummaries=retrievalResult.get("previousSessionSummaries"),
|
||||
earlierSummary=earlierSummary,
|
||||
rollingOverview=retrievalResult.get("rollingOverview"),
|
||||
retrievedSession=retrievalResult.get("retrievedSession"),
|
||||
retrievedByTopic=retrievalResult.get("retrievedByTopic"),
|
||||
)
|
||||
|
||||
if retrievalResult.get("intent") == RetrievalIntent.SUMMARIZE_ALL:
|
||||
systemPrompt += "\n\nWICHTIG: Der Benutzer moechte eine Gesamtzusammenfassung. Erstelle eine umfassende Zusammenfassung aller genannten Sessions und der aktuellen Session."
|
||||
|
||||
# Call AI
|
||||
await emitSessionEvent(sessionId, "status", {"label": "Coach denkt nach..."})
|
||||
|
||||
try:
|
||||
aiResponse = await self._callAi(systemPrompt, userContent)
|
||||
except Exception as e:
|
||||
logger.error(f"AI call failed for session {sessionId}: {e}")
|
||||
await emitSessionEvent(sessionId, "error", {"message": f"AI error: {str(e)}"})
|
||||
return createdUserMsg
|
||||
|
||||
responseText = aiResponse.content.strip() if aiResponse and aiResponse.errorCount == 0 else "Entschuldigung, ich konnte gerade nicht antworten. Bitte versuche es erneut."
|
||||
|
||||
# Store assistant message
|
||||
assistantMsg = CoachingMessage(
|
||||
sessionId=sessionId,
|
||||
contextId=contextId,
|
||||
userId=self.userId,
|
||||
role=CoachingMessageRole.ASSISTANT,
|
||||
content=responseText,
|
||||
contentType=CoachingMessageContentType.TEXT,
|
||||
).model_dump()
|
||||
createdAssistantMsg = interface.createMessage(assistantMsg)
|
||||
|
||||
# Update session message count
|
||||
messages = interface.getMessages(sessionId)
|
||||
interface.updateSession(sessionId, {"messageCount": len(messages)})
|
||||
|
||||
await emitSessionEvent(sessionId, "message", {
|
||||
"id": createdAssistantMsg.get("id"),
|
||||
"role": "assistant",
|
||||
"content": responseText,
|
||||
"createdAt": createdAssistantMsg.get("createdAt"),
|
||||
})
|
||||
|
||||
if responseText:
|
||||
try:
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
import base64
|
||||
voiceInterface = getVoiceInterface(self.currentUser, self.mandateId)
|
||||
profile = interface.getProfile(self.userId, self.instanceId)
|
||||
language = profile.get("preferredLanguage", "de-DE") if profile else "de-DE"
|
||||
voiceName = profile.get("preferredVoice") if profile else None
|
||||
ttsResult = await voiceInterface.textToSpeech(
|
||||
text=_stripMarkdownForTts(responseText),
|
||||
languageCode=language,
|
||||
voiceName=voiceName,
|
||||
)
|
||||
if ttsResult and isinstance(ttsResult, dict):
|
||||
audioBytes = ttsResult.get("audioContent")
|
||||
if audioBytes:
|
||||
audioB64 = base64.b64encode(
|
||||
audioBytes if isinstance(audioBytes, bytes) else audioBytes.encode()
|
||||
).decode()
|
||||
await emitSessionEvent(sessionId, "ttsAudio", {"audio": audioB64, "format": "mp3"})
|
||||
except Exception as e:
|
||||
logger.warning(f"TTS failed for text message session {sessionId}: {e}")
|
||||
|
||||
await emitSessionEvent(sessionId, "complete", {})
|
||||
return createdAssistantMsg
|
||||
|
||||
async def processSessionOpening(self, sessionId: str, contextId: str, interface) -> Dict[str, Any]:
|
||||
"""
|
||||
Generate and stream the opening greeting for a new session.
|
||||
Emits status, message, and complete events to the session queue.
|
||||
"""
|
||||
await emitSessionEvent(sessionId, "status", {"label": "Coach bereitet sich vor..."})
|
||||
|
||||
context = interface.getContext(contextId)
|
||||
if not context:
|
||||
logger.error(f"Context {contextId} not found")
|
||||
await emitSessionEvent(sessionId, "error", {"message": "Context not found"})
|
||||
await emitSessionEvent(sessionId, "complete", {})
|
||||
return {}
|
||||
|
||||
tasks = interface.getTasks(contextId, self.userId)
|
||||
previousMessages = []
|
||||
|
||||
allSessions = interface.getSessions(contextId, self.userId)
|
||||
previousSessionSummaries = buildSessionSummariesForPrompt(
|
||||
allSessions, excludeSessionId=sessionId, limit=PREVIOUS_SESSION_SUMMARIES_COUNT
|
||||
)
|
||||
|
||||
systemPrompt = aiPrompts.buildCoachingSystemPrompt(
|
||||
context, previousMessages, tasks, previousSessionSummaries=previousSessionSummaries
|
||||
)
|
||||
openingUserPrompt = "Beginne die Coaching-Session mit einer kurzen Begruesssung, fasse in einem Satz zusammen wo wir stehen (falls vorherige Sessions), und stelle eine gezielte Einstiegsfrage zum Thema."
|
||||
|
||||
try:
|
||||
aiResponse = await self._callAi(systemPrompt, openingUserPrompt)
|
||||
except Exception as e:
|
||||
logger.error(f"AI opening failed for session {sessionId}: {e}")
|
||||
await emitSessionEvent(sessionId, "error", {"message": f"AI error: {str(e)}"})
|
||||
await emitSessionEvent(sessionId, "complete", {})
|
||||
return {}
|
||||
|
||||
openingContent = (
|
||||
aiResponse.content.strip()
|
||||
if aiResponse and aiResponse.errorCount == 0
|
||||
else f"Willkommen zur Coaching-Session zum Thema \"{context.get('title')}\". Was moechtest du heute besprechen?"
|
||||
)
|
||||
|
||||
assistantMsg = CoachingMessage(
|
||||
sessionId=sessionId,
|
||||
contextId=contextId,
|
||||
userId=self.userId,
|
||||
role=CoachingMessageRole.ASSISTANT,
|
||||
content=openingContent,
|
||||
contentType=CoachingMessageContentType.TEXT,
|
||||
).model_dump()
|
||||
createdMsg = interface.createMessage(assistantMsg)
|
||||
interface.updateSession(sessionId, {"messageCount": 1})
|
||||
|
||||
await emitSessionEvent(sessionId, "message", {
|
||||
"id": createdMsg.get("id"),
|
||||
"sessionId": sessionId,
|
||||
"contextId": contextId,
|
||||
"role": "assistant",
|
||||
"content": openingContent,
|
||||
"contentType": "text",
|
||||
"createdAt": createdMsg.get("createdAt"),
|
||||
})
|
||||
if openingContent:
|
||||
try:
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
import base64
|
||||
voiceInterface = getVoiceInterface(self.currentUser, self.mandateId)
|
||||
profile = interface.getProfile(self.userId, self.instanceId)
|
||||
language = profile.get("preferredLanguage", "de-DE") if profile else "de-DE"
|
||||
voiceName = profile.get("preferredVoice") if profile else None
|
||||
ttsResult = await voiceInterface.textToSpeech(
|
||||
text=_stripMarkdownForTts(openingContent),
|
||||
languageCode=language,
|
||||
voiceName=voiceName,
|
||||
)
|
||||
if ttsResult and isinstance(ttsResult, dict):
|
||||
audioBytes = ttsResult.get("audioContent")
|
||||
if audioBytes:
|
||||
audioB64 = base64.b64encode(
|
||||
audioBytes if isinstance(audioBytes, bytes) else audioBytes.encode()
|
||||
).decode()
|
||||
await emitSessionEvent(sessionId, "ttsAudio", {"audio": audioB64, "format": "mp3"})
|
||||
except Exception as e:
|
||||
logger.warning(f"TTS failed for opening: {e}")
|
||||
await emitSessionEvent(sessionId, "complete", {})
|
||||
|
||||
logger.info(f"CommCoach session opening completed: {sessionId}")
|
||||
return createdMsg
|
||||
|
||||
async def generateResumeGreeting(self, sessionId: str, contextId: str, messages: list, interface) -> str:
|
||||
"""Generate a follow-up greeting when user returns to an active session."""
|
||||
context = interface.getContext(contextId)
|
||||
if not context:
|
||||
raise ValueError(f"Context {contextId} not found for resume greeting")
|
||||
contextTitle = context.get("title", "Coaching")
|
||||
prompt = buildResumeGreetingPrompt(messages, contextTitle)
|
||||
aiResponse = await self._callAi(
|
||||
"Du bist ein freundlicher Coach. Antworte kurz und einladend.",
|
||||
prompt,
|
||||
)
|
||||
if not aiResponse or aiResponse.errorCount > 0 or not aiResponse.content:
|
||||
raise RuntimeError(f"AI resume greeting failed: {getattr(aiResponse, 'errorMessage', 'no content')}")
|
||||
return aiResponse.content.strip()
|
||||
|
||||
async def processAudioMessage(self, sessionId: str, contextId: str, audioContent: bytes, language: str, interface) -> Dict[str, Any]:
|
||||
"""Process an audio message: STT -> coaching pipeline -> TTS response."""
|
||||
from modules.interfaces.interfaceVoiceObjects import getVoiceInterface
|
||||
|
||||
await emitSessionEvent(sessionId, "status", {"label": "Sprache wird erkannt..."})
|
||||
|
||||
voiceInterface = getVoiceInterface(self.currentUser, self.mandateId)
|
||||
sttResult = await voiceInterface.speechToText(
|
||||
audioContent=audioContent,
|
||||
language=language,
|
||||
skipFallbacks=True,
|
||||
)
|
||||
|
||||
transcribedText = ""
|
||||
if sttResult and isinstance(sttResult, dict):
|
||||
transcribedText = sttResult.get("text", "")
|
||||
elif isinstance(sttResult, str):
|
||||
transcribedText = sttResult
|
||||
|
||||
if not transcribedText.strip():
|
||||
sttError = sttResult.get("error", "Unbekannter Fehler") if isinstance(sttResult, dict) else "Unbekannter Fehler"
|
||||
msg = f"Sprache konnte nicht erkannt werden. ({sttError})"
|
||||
await emitSessionEvent(sessionId, "error", {"message": msg, "detail": sttError})
|
||||
return {}
|
||||
|
||||
# Process through normal pipeline
|
||||
result = await self.processMessage(sessionId, contextId, transcribedText, interface)
|
||||
|
||||
# Generate TTS for the response
|
||||
assistantContent = result.get("content", "")
|
||||
if assistantContent:
|
||||
await emitSessionEvent(sessionId, "status", {"label": "Antwort wird gesprochen..."})
|
||||
try:
|
||||
profile = interface.getProfile(self.userId, self.instanceId)
|
||||
voiceName = profile.get("preferredVoice") if profile else None
|
||||
|
||||
ttsResult = await voiceInterface.textToSpeech(
|
||||
text=_stripMarkdownForTts(assistantContent),
|
||||
languageCode=language,
|
||||
voiceName=voiceName,
|
||||
)
|
||||
if ttsResult and isinstance(ttsResult, dict):
|
||||
import base64
|
||||
audioBytes = ttsResult.get("audioContent")
|
||||
if audioBytes:
|
||||
audioB64 = base64.b64encode(
|
||||
audioBytes if isinstance(audioBytes, bytes) else audioBytes.encode()
|
||||
).decode()
|
||||
await emitSessionEvent(sessionId, "ttsAudio", {
|
||||
"audio": audioB64,
|
||||
"format": "mp3",
|
||||
})
|
||||
except Exception as e:
|
||||
logger.warning(f"TTS failed for session {sessionId}: {e}")
|
||||
|
||||
return result
|
||||
|
||||
async def completeSession(self, sessionId: str, interface) -> Dict[str, Any]:
|
||||
"""
|
||||
Complete a session:
|
||||
1. Generate summary
|
||||
2. Extract tasks
|
||||
3. Generate scores
|
||||
4. Update context stats
|
||||
5. Send email summary
|
||||
"""
|
||||
session = interface.getSession(sessionId)
|
||||
if not session:
|
||||
return {}
|
||||
|
||||
contextId = session.get("contextId")
|
||||
context = interface.getContext(contextId) if contextId else None
|
||||
messages = interface.getMessages(sessionId)
|
||||
|
||||
if len(messages) < 2:
|
||||
interface.updateSession(sessionId, {
|
||||
"status": CoachingSessionStatus.COMPLETED.value,
|
||||
"endedAt": getIsoTimestamp(),
|
||||
})
|
||||
return session
|
||||
|
||||
# Generate summary
|
||||
try:
|
||||
summaryPrompt = aiPrompts.buildSummaryPrompt(messages, context.get("title", "Coaching"))
|
||||
summaryResponse = await self._callAi("Du bist ein praeziser Zusammenfasser.", summaryPrompt)
|
||||
summary = summaryResponse.content.strip() if summaryResponse and summaryResponse.errorCount == 0 else None
|
||||
except Exception as e:
|
||||
logger.warning(f"Summary generation failed: {e}")
|
||||
summary = None
|
||||
|
||||
keyTopics = None
|
||||
if summary:
|
||||
try:
|
||||
keyTopicsPrompt = aiPrompts.buildKeyTopicsExtractionPrompt(summary, messages)
|
||||
keyTopicsResponse = await self._callAi(
|
||||
"Du extrahierst Kernthemen aus Zusammenfassungen.", keyTopicsPrompt
|
||||
)
|
||||
if keyTopicsResponse and keyTopicsResponse.errorCount == 0 and keyTopicsResponse.content:
|
||||
parsed = aiPrompts.parseJsonResponse(keyTopicsResponse.content, [])
|
||||
if isinstance(parsed, list) and parsed:
|
||||
keyTopics = json.dumps([str(t) for t in parsed[:5]])
|
||||
except Exception as e:
|
||||
logger.warning(f"Key topics extraction failed: {e}")
|
||||
|
||||
# Extract tasks
|
||||
try:
|
||||
taskPrompt = aiPrompts.buildTaskExtractionPrompt(messages)
|
||||
taskResponse = await self._callAi("Du extrahierst Aufgaben aus Gespraechen.", taskPrompt)
|
||||
if taskResponse and taskResponse.errorCount == 0:
|
||||
extractedTasks = aiPrompts.parseJsonResponse(taskResponse.content, [])
|
||||
if isinstance(extractedTasks, list):
|
||||
for taskData in extractedTasks[:3]:
|
||||
if isinstance(taskData, dict) and taskData.get("title"):
|
||||
newTask = CoachingTask(
|
||||
contextId=contextId,
|
||||
sessionId=sessionId,
|
||||
userId=self.userId,
|
||||
mandateId=self.mandateId,
|
||||
title=taskData["title"],
|
||||
description=taskData.get("description"),
|
||||
priority=taskData.get("priority", "medium"),
|
||||
).model_dump()
|
||||
created = interface.createTask(newTask)
|
||||
await emitSessionEvent(sessionId, "taskCreated", created)
|
||||
except Exception as e:
|
||||
logger.warning(f"Task extraction failed: {e}")
|
||||
|
||||
# Generate scores
|
||||
try:
|
||||
scorePrompt = aiPrompts.buildScoringPrompt(messages, context.get("category", "custom") if context else "custom")
|
||||
scoreResponse = await self._callAi("Du bewertest Kommunikationskompetenz.", scorePrompt)
|
||||
competenceScore = None
|
||||
if scoreResponse and scoreResponse.errorCount == 0:
|
||||
scores = aiPrompts.parseJsonResponse(scoreResponse.content, [])
|
||||
if isinstance(scores, list):
|
||||
scoreValues = []
|
||||
for scoreData in scores:
|
||||
if isinstance(scoreData, dict) and "dimension" in scoreData and "score" in scoreData:
|
||||
newScore = CoachingScore(
|
||||
contextId=contextId,
|
||||
sessionId=sessionId,
|
||||
userId=self.userId,
|
||||
mandateId=self.mandateId,
|
||||
dimension=scoreData["dimension"],
|
||||
score=float(scoreData["score"]),
|
||||
trend=scoreData.get("trend", "stable"),
|
||||
evidence=scoreData.get("evidence"),
|
||||
).model_dump()
|
||||
interface.createScore(newScore)
|
||||
scoreValues.append(float(scoreData["score"]))
|
||||
await emitSessionEvent(sessionId, "scoreUpdate", scoreData)
|
||||
if scoreValues:
|
||||
competenceScore = sum(scoreValues) / len(scoreValues)
|
||||
except Exception as e:
|
||||
logger.warning(f"Scoring failed: {e}")
|
||||
competenceScore = None
|
||||
|
||||
# Calculate duration
|
||||
startedAt = session.get("startedAt", "")
|
||||
durationSeconds = 0
|
||||
if startedAt:
|
||||
try:
|
||||
from datetime import datetime
|
||||
start = datetime.fromisoformat(startedAt.replace("Z", "+00:00"))
|
||||
end = datetime.now(start.tzinfo) if start.tzinfo else datetime.now()
|
||||
durationSeconds = int((end - start).total_seconds())
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
# Update session
|
||||
sessionUpdates = {
|
||||
"status": CoachingSessionStatus.COMPLETED.value,
|
||||
"endedAt": getIsoTimestamp(),
|
||||
"summary": summary,
|
||||
"durationSeconds": durationSeconds,
|
||||
"messageCount": len(messages),
|
||||
}
|
||||
if competenceScore is not None:
|
||||
sessionUpdates["competenceScore"] = round(competenceScore, 1)
|
||||
if keyTopics is not None:
|
||||
sessionUpdates["keyTopics"] = keyTopics
|
||||
interface.updateSession(sessionId, sessionUpdates)
|
||||
|
||||
# Update context stats
|
||||
if contextId:
|
||||
allSessions = interface.getSessions(contextId, self.userId)
|
||||
completedCount = len([s for s in allSessions if s.get("status") == CoachingSessionStatus.COMPLETED.value])
|
||||
interface.updateContext(contextId, {
|
||||
"sessionCount": completedCount,
|
||||
"lastSessionAt": getIsoTimestamp(),
|
||||
})
|
||||
|
||||
# Update user profile streak
|
||||
self._updateStreak(interface)
|
||||
|
||||
# Send email summary
|
||||
if summary:
|
||||
await self._sendSessionEmail(session, summary, interface)
|
||||
|
||||
await emitSessionEvent(sessionId, "sessionState", {
|
||||
"status": "completed",
|
||||
"summary": summary,
|
||||
"competenceScore": competenceScore,
|
||||
})
|
||||
await emitSessionEvent(sessionId, "complete", {})
|
||||
|
||||
return interface.getSession(sessionId)
|
||||
|
||||
def _updateStreak(self, interface):
|
||||
"""Update the user's streak in their profile."""
|
||||
try:
|
||||
profile = interface.getProfile(self.userId, self.instanceId)
|
||||
if not profile:
|
||||
profile = interface.getOrCreateProfile(self.userId, self.mandateId, self.instanceId)
|
||||
|
||||
from datetime import datetime, timedelta
|
||||
|
||||
lastSessionAt = profile.get("lastSessionAt")
|
||||
currentStreak = profile.get("streakDays", 0)
|
||||
longestStreak = profile.get("longestStreak", 0)
|
||||
totalSessions = profile.get("totalSessions", 0)
|
||||
|
||||
today = datetime.now().date()
|
||||
isConsecutive = False
|
||||
|
||||
if lastSessionAt:
|
||||
try:
|
||||
lastDate = datetime.fromisoformat(lastSessionAt.replace("Z", "+00:00")).date()
|
||||
diff = (today - lastDate).days
|
||||
if diff == 1:
|
||||
isConsecutive = True
|
||||
elif diff == 0:
|
||||
isConsecutive = True # Same day, maintain streak
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
newStreak = (currentStreak + 1) if isConsecutive else 1
|
||||
newLongest = max(longestStreak, newStreak)
|
||||
|
||||
interface.updateProfile(profile.get("id"), {
|
||||
"streakDays": newStreak,
|
||||
"longestStreak": newLongest,
|
||||
"totalSessions": totalSessions + 1,
|
||||
"lastSessionAt": getIsoTimestamp(),
|
||||
})
|
||||
except Exception as e:
|
||||
logger.warning(f"Failed to update streak: {e}")
|
||||
|
||||
async def _sendSessionEmail(self, session: Dict[str, Any], summary: str, interface):
|
||||
"""Send session summary via email if enabled."""
|
||||
try:
|
||||
profile = interface.getProfile(self.userId, self.instanceId)
|
||||
if profile and not profile.get("emailSummaryEnabled", True):
|
||||
return
|
||||
|
||||
from modules.interfaces.interfaceMessaging import getInterface as getMessagingInterface
|
||||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||||
|
||||
rootInterface = getRootInterface()
|
||||
user = rootInterface.getUser(self.userId)
|
||||
if not user or not user.email:
|
||||
return
|
||||
|
||||
messaging = getMessagingInterface()
|
||||
subject = f"Coaching-Session Zusammenfassung: {session.get('contextId', 'Session')}"
|
||||
htmlMessage = f"""
|
||||
<h2>Coaching-Session Zusammenfassung</h2>
|
||||
<p>{summary.replace(chr(10), '<br>')}</p>
|
||||
<hr>
|
||||
<p><small>Diese Zusammenfassung wurde automatisch erstellt.</small></p>
|
||||
"""
|
||||
|
||||
messaging.send("email", user.email, subject, htmlMessage)
|
||||
interface.updateSession(session.get("id"), {"emailSent": True})
|
||||
logger.info(f"Session summary email sent to {user.email}")
|
||||
except Exception as e:
|
||||
logger.warning(f"Failed to send session email: {e}")
|
||||
|
||||
async def _buildRetrievalContext(
|
||||
self,
|
||||
contextId: str,
|
||||
sessionId: str,
|
||||
userContent: str,
|
||||
context: Dict[str, Any],
|
||||
interface,
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
Build retrieval context based on user intent.
|
||||
Returns: previousSessionSummaries, rollingOverview, retrievedSession, retrievedByTopic, intent, sessionSummaries.
|
||||
"""
|
||||
intent = detectIntent(userContent)
|
||||
allSessions = interface.getSessions(contextId, self.userId)
|
||||
completedSessions = [s for s in allSessions if s.get("status") == CoachingSessionStatus.COMPLETED.value]
|
||||
|
||||
for s in completedSessions:
|
||||
startedAt = s.get("startedAt") or s.get("createdAt") or ""
|
||||
if startedAt:
|
||||
try:
|
||||
from datetime import datetime
|
||||
dt = datetime.fromisoformat(str(startedAt).replace("Z", "+00:00"))
|
||||
s["date"] = dt.strftime("%d.%m.%Y")
|
||||
except Exception:
|
||||
s["date"] = ""
|
||||
|
||||
result = {
|
||||
"intent": intent,
|
||||
"previousSessionSummaries": [],
|
||||
"rollingOverview": None,
|
||||
"retrievedSession": None,
|
||||
"retrievedByTopic": None,
|
||||
"sessionSummaries": [],
|
||||
}
|
||||
|
||||
ctx = interface.getContext(contextId)
|
||||
rollingOverview = ctx.get("rollingOverview") if ctx else None
|
||||
rollingUpTo = ctx.get("rollingOverviewUpToSessionCount") if ctx else None
|
||||
|
||||
if intent == RetrievalIntent.SUMMARIZE_ALL:
|
||||
result["previousSessionSummaries"] = buildSessionSummariesForPrompt(
|
||||
allSessions, excludeSessionId=sessionId, limit=20
|
||||
)
|
||||
result["sessionSummaries"] = result["previousSessionSummaries"]
|
||||
if len(completedSessions) >= ROLLING_OVERVIEW_SESSION_THRESHOLD and rollingOverview:
|
||||
result["rollingOverview"] = rollingOverview
|
||||
|
||||
elif intent == RetrievalIntent.RECALL_SESSION:
|
||||
targetDate = _parseDateFromMessage(userContent)
|
||||
retrieved = findSessionByDate(completedSessions, targetDate)
|
||||
if retrieved:
|
||||
result["retrievedSession"] = retrieved
|
||||
logger.info(f"Session recall: found session {retrieved.get('id')} for date {targetDate}")
|
||||
result["previousSessionSummaries"] = buildSessionSummariesForPrompt(
|
||||
allSessions, excludeSessionId=sessionId, limit=PREVIOUS_SESSION_SUMMARIES_COUNT
|
||||
)
|
||||
if rollingOverview:
|
||||
result["rollingOverview"] = rollingOverview
|
||||
|
||||
elif intent == RetrievalIntent.RECALL_TOPIC:
|
||||
retrieved = searchSessionsByTopic(completedSessions, userContent)
|
||||
result["retrievedByTopic"] = retrieved
|
||||
if retrieved:
|
||||
logger.info(f"Topic recall: found {len(retrieved)} sessions for query")
|
||||
result["previousSessionSummaries"] = buildSessionSummariesForPrompt(
|
||||
allSessions, excludeSessionId=sessionId, limit=PREVIOUS_SESSION_SUMMARIES_COUNT
|
||||
)
|
||||
if rollingOverview:
|
||||
result["rollingOverview"] = rollingOverview
|
||||
|
||||
else:
|
||||
result["previousSessionSummaries"] = buildSessionSummariesForPrompt(
|
||||
allSessions, excludeSessionId=sessionId, limit=PREVIOUS_SESSION_SUMMARIES_COUNT
|
||||
)
|
||||
if len(completedSessions) >= ROLLING_OVERVIEW_SESSION_THRESHOLD:
|
||||
if rollingOverview and rollingUpTo is not None and rollingUpTo >= len(completedSessions) - 3:
|
||||
result["rollingOverview"] = rollingOverview
|
||||
else:
|
||||
try:
|
||||
toSummarize = completedSessions[ROLLING_OVERVIEW_EVERY_N_SESSIONS:]
|
||||
toSummarize = toSummarize[:ROLLING_OVERVIEW_EVERY_N_SESSIONS * 2]
|
||||
if len(toSummarize) >= ROLLING_OVERVIEW_EVERY_N_SESSIONS:
|
||||
summariesForOverview = buildSessionSummariesForPrompt(
|
||||
toSummarize, limit=len(toSummarize),
|
||||
)
|
||||
overviewPrompt = aiPrompts.buildRollingOverviewPrompt(
|
||||
summariesForOverview, context.get("title", "Coaching")
|
||||
)
|
||||
overviewResponse = await self._callAi(
|
||||
"Du fasst Coaching-Sessions kompakt zusammen.", overviewPrompt
|
||||
)
|
||||
if overviewResponse and overviewResponse.errorCount == 0 and overviewResponse.content:
|
||||
newOverview = overviewResponse.content.strip()
|
||||
interface.updateContext(contextId, {
|
||||
"rollingOverview": newOverview,
|
||||
"rollingOverviewUpToSessionCount": len(completedSessions),
|
||||
})
|
||||
result["rollingOverview"] = newOverview
|
||||
logger.info(f"Context {contextId}: Rolling overview updated ({len(toSummarize)} sessions)")
|
||||
except Exception as e:
|
||||
logger.warning(f"Rolling overview failed for context {contextId}: {e}")
|
||||
|
||||
return result
|
||||
|
||||
async def _callAi(self, systemPrompt: str, userPrompt: str):
|
||||
"""Call the AI service with the given prompts."""
|
||||
from modules.services.serviceAi.mainServiceAi import AiService
|
||||
|
||||
serviceContext = type('Ctx', (), {
|
||||
'user': self.currentUser,
|
||||
'mandateId': self.mandateId,
|
||||
'featureInstanceId': self.instanceId,
|
||||
'featureCode': 'commcoach',
|
||||
})()
|
||||
aiService = AiService(serviceCenter=serviceContext)
|
||||
await aiService.ensureAiObjectsInitialized()
|
||||
|
||||
aiRequest = AiCallRequest(
|
||||
prompt=userPrompt,
|
||||
context=systemPrompt,
|
||||
options=AiCallOptions(
|
||||
operationType=OperationTypeEnum.DATA_ANALYSE,
|
||||
priority=PriorityEnum.QUALITY,
|
||||
)
|
||||
)
|
||||
return await aiService.callAi(aiRequest)
|
||||
363
modules/features/commcoach/serviceCommcoachAi.py
Normal file
363
modules/features/commcoach/serviceCommcoachAi.py
Normal file
|
|
@ -0,0 +1,363 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
CommCoach AI Service.
|
||||
Handles system prompts, diagnostic question generation, session summarization, and scoring.
|
||||
"""
|
||||
|
||||
import logging
|
||||
import json
|
||||
from typing import Optional, Dict, Any, List, Tuple
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# Compression thresholds (Teamsbot-style)
|
||||
COMPRESSION_MESSAGE_THRESHOLD = 25
|
||||
COMPRESSION_RECENT_COUNT = 15
|
||||
COMPRESSION_MAX_MESSAGES_FETCH = 80
|
||||
|
||||
|
||||
def buildResumeGreetingPrompt(messages: List[Dict[str, Any]], contextTitle: str) -> str:
|
||||
"""Build prompt for AI to generate a follow-up greeting when user returns to session."""
|
||||
recent = messages[-6:] if len(messages) > 6 else messages
|
||||
conversation = ""
|
||||
for msg in recent:
|
||||
role = "Benutzer" if msg.get("role") == "user" else "Coach"
|
||||
conversation += f"\n{role}: {msg.get('content', '')[:200]}"
|
||||
return f"""Der User kehrt zur laufenden Coaching-Session zum Thema "{contextTitle}" zurueck.
|
||||
Bisheriger Verlauf:
|
||||
{conversation}
|
||||
|
||||
Erstelle eine kurze, freundliche Begruesssung fuer den Wiedereinstieg (2-3 Saetze):
|
||||
- Begruesse den User zurueck
|
||||
- Fasse in einem Satz zusammen, worum es zuletzt ging
|
||||
- Lade ein, dort weiterzumachen oder eine neue Frage zu stellen
|
||||
|
||||
Antworte NUR mit der Begruesssung, keine Erklaerungen."""
|
||||
|
||||
|
||||
def buildEarlierConversationSummaryPrompt(messages: List[Dict[str, Any]]) -> str:
|
||||
"""Build prompt to summarize older messages for long-session compression."""
|
||||
conversation = ""
|
||||
for msg in messages:
|
||||
role = "Benutzer" if msg.get("role") == "user" else "Coach"
|
||||
conversation += f"\n{role}: {msg.get('content', '')}"
|
||||
|
||||
return f"""Fasse das folgende Coaching-Gespraech in 4-6 Saetzen zusammen.
|
||||
Behalte: Kernthemen, wichtige Erkenntnisse, erwaehnte Aufgaben, emotionale Wendepunkte, Fortschritte.
|
||||
Entferne Wiederholungen und Fuelltext.
|
||||
Antworte NUR mit der Zusammenfassung, keine Erklaerungen.
|
||||
|
||||
Gespraech:
|
||||
{conversation}"""
|
||||
|
||||
|
||||
def prepareMessagesForPrompt(
|
||||
messages: List[Dict[str, Any]],
|
||||
compressedSummary: Optional[str],
|
||||
compressedUpToCount: Optional[int],
|
||||
) -> Tuple[Optional[str], List[Dict[str, Any]]]:
|
||||
"""
|
||||
Prepare message history for the coaching prompt.
|
||||
Returns (earlierSummary, recentMessages).
|
||||
If messages <= THRESHOLD: (None, messages).
|
||||
If messages > THRESHOLD: (summary or None, last RECENT_COUNT messages).
|
||||
Cached summary is reused when compressedUpToCount >= len(toSummarize).
|
||||
"""
|
||||
if len(messages) <= COMPRESSION_MESSAGE_THRESHOLD:
|
||||
return None, messages
|
||||
|
||||
toSummarizeCount = len(messages) - COMPRESSION_RECENT_COUNT
|
||||
if toSummarizeCount <= 0:
|
||||
return None, messages
|
||||
|
||||
toSummarize = messages[:toSummarizeCount]
|
||||
recent = messages[-COMPRESSION_RECENT_COUNT:]
|
||||
|
||||
try:
|
||||
upTo = int(compressedUpToCount) if compressedUpToCount is not None else None
|
||||
except (TypeError, ValueError):
|
||||
upTo = None
|
||||
if compressedSummary and upTo is not None and upTo >= toSummarizeCount:
|
||||
return compressedSummary, recent
|
||||
|
||||
return None, messages
|
||||
|
||||
|
||||
def buildCoachingSystemPrompt(
|
||||
context: Dict[str, Any],
|
||||
previousMessages: List[Dict[str, Any]],
|
||||
tasks: List[Dict[str, Any]],
|
||||
previousSessionSummaries: Optional[List[Dict[str, Any]]] = None,
|
||||
earlierSummary: Optional[str] = None,
|
||||
rollingOverview: Optional[str] = None,
|
||||
retrievedSession: Optional[Dict[str, Any]] = None,
|
||||
retrievedByTopic: Optional[List[Dict[str, Any]]] = None,
|
||||
) -> str:
|
||||
"""Build the system prompt for a coaching session, including context history, tasks, and session continuity."""
|
||||
contextTitle = context.get("title", "General Coaching")
|
||||
contextCategory = context.get("category", "custom")
|
||||
contextDescription = context.get("description", "")
|
||||
goalsRaw = context.get("goals")
|
||||
insightsRaw = context.get("insights")
|
||||
|
||||
goals = _parseJsonField(goalsRaw, [])
|
||||
insights = _parseJsonField(insightsRaw, [])
|
||||
|
||||
openTasks = [t for t in tasks if t.get("status") in ("open", "inProgress")]
|
||||
doneTasks = [t for t in tasks if t.get("status") == "done"]
|
||||
|
||||
summaries = previousSessionSummaries or []
|
||||
|
||||
prompt = f"""Du bist ein erfahrener Kommunikations-Coach fuer Fuehrungskraefte. Du arbeitest mit dem Benutzer am Thema: "{contextTitle}" (Kategorie: {contextCategory}).
|
||||
|
||||
Deine Rolle:
|
||||
- Stelle gezielte diagnostische Rueckfragen, um das Problem/Thema besser zu verstehen
|
||||
- Gib konkrete, praxisnahe Tipps und Uebungen
|
||||
- Baue auf fruehere Sessions auf (Kontext-Kontinuitaet)
|
||||
- Erkenne Fortschritte und benenne sie
|
||||
- Schlage am Ende der Session konkrete naechste Schritte vor (als Tasks)
|
||||
- Kommuniziere empathisch, klar und auf Augenhoehe
|
||||
|
||||
Kommunikationsstil:
|
||||
- Duze den Benutzer
|
||||
- Sei direkt aber wertschaetzend
|
||||
- Verwende keine Emojis
|
||||
- Antworte in der Sprache des Benutzers
|
||||
- Halte Antworten fokussiert (max 3-4 Absaetze)
|
||||
- WICHTIG: Schreibe reinen Redetext ohne jegliche Formatierung. Kein Markdown, keine Sternchen, keine Hashes, keine Aufzaehlungszeichen, keine Backticks. Deine Antworten werden direkt vorgelesen."""
|
||||
|
||||
if contextDescription:
|
||||
prompt += f"\n\nKontext-Beschreibung: {contextDescription}"
|
||||
|
||||
if goals:
|
||||
goalTexts = [g.get("text", g) if isinstance(g, dict) else str(g) for g in goals]
|
||||
prompt += f"\n\nZiele des Benutzers:\n" + "\n".join(f"- {g}" for g in goalTexts)
|
||||
|
||||
if insights:
|
||||
insightTexts = [i.get("text", i) if isinstance(i, dict) else str(i) for i in insights[-5:]]
|
||||
prompt += f"\n\nBisherige Erkenntnisse:\n" + "\n".join(f"- {i}" for i in insightTexts)
|
||||
|
||||
if rollingOverview:
|
||||
prompt += f"\n\nGesamtueberblick bisheriger Sessions:\n{rollingOverview[:600]}"
|
||||
|
||||
if summaries:
|
||||
prompt += "\n\nBisherige Sessions (Zusammenfassungen):"
|
||||
for s in summaries[-5:]:
|
||||
summary = s.get("summary", s.get("text", ""))
|
||||
dateStr = s.get("date", "")
|
||||
prefix = f"[{dateStr}] " if dateStr else ""
|
||||
if summary:
|
||||
prompt += f"\n- {prefix}{summary[:350]}"
|
||||
|
||||
if retrievedSession:
|
||||
dateStr = ""
|
||||
startedAt = retrievedSession.get("startedAt") or retrievedSession.get("createdAt")
|
||||
if startedAt:
|
||||
try:
|
||||
from datetime import datetime
|
||||
dt = datetime.fromisoformat(str(startedAt).replace("Z", "+00:00"))
|
||||
dateStr = dt.strftime("%d.%m.%Y")
|
||||
except Exception:
|
||||
pass
|
||||
prompt += f"\n\nVom Benutzer angefragte Session ({dateStr}):"
|
||||
prompt += f"\n{retrievedSession.get('summary', '')[:500]}"
|
||||
|
||||
if retrievedByTopic:
|
||||
prompt += "\n\nRelevante Sessions zum angefragten Thema:"
|
||||
for s in retrievedByTopic[:3]:
|
||||
summary = s.get("summary", "")
|
||||
dateStr = s.get("date", "")
|
||||
if summary:
|
||||
prompt += f"\n- [{dateStr}] {summary[:300]}"
|
||||
|
||||
if openTasks:
|
||||
prompt += "\n\nOffene Aufgaben:"
|
||||
for t in openTasks:
|
||||
prompt += f"\n- [{t.get('status')}] {t.get('title')}"
|
||||
|
||||
if doneTasks:
|
||||
prompt += f"\n\nAbgeschlossene Aufgaben: {len(doneTasks)}"
|
||||
|
||||
if earlierSummary:
|
||||
prompt += f"\n\nAelterer Gespraechsverlauf (zusammengefasst):\n{earlierSummary[:800]}"
|
||||
|
||||
if previousMessages:
|
||||
prompt += "\n\nVorige Nachrichten dieser Session (Kontext):"
|
||||
for msg in previousMessages[-12:]:
|
||||
role = msg.get("role", "user")
|
||||
content = msg.get("content", "")[:400]
|
||||
prompt += f"\n[{role}]: {content}"
|
||||
|
||||
return prompt
|
||||
|
||||
|
||||
def buildSummaryPrompt(messages: List[Dict[str, Any]], contextTitle: str) -> str:
|
||||
"""Build a prompt to generate a session summary."""
|
||||
conversation = ""
|
||||
for msg in messages:
|
||||
role = "Benutzer" if msg.get("role") == "user" else "Coach"
|
||||
conversation += f"\n{role}: {msg.get('content', '')}"
|
||||
|
||||
return f"""Erstelle eine kompakte Zusammenfassung dieser Coaching-Session zum Thema "{contextTitle}".
|
||||
|
||||
Struktur:
|
||||
1. **Kernthema**: Was wurde besprochen (1-2 Saetze)
|
||||
2. **Erkenntnisse**: Was wurde erkannt/gelernt (Stichpunkte)
|
||||
3. **Naechste Schritte**: Konkrete Aufgaben fuer den Benutzer (Stichpunkte)
|
||||
4. **Fortschritt**: Einschaetzung des Fortschritts
|
||||
|
||||
Gespraech:
|
||||
{conversation}
|
||||
|
||||
Antworte auf Deutsch, sachlich und kompakt."""
|
||||
|
||||
|
||||
def buildScoringPrompt(messages: List[Dict[str, Any]], contextCategory: str) -> str:
|
||||
"""Build a prompt to evaluate competence dimensions after a session."""
|
||||
conversation = ""
|
||||
for msg in messages:
|
||||
role = "Benutzer" if msg.get("role") == "user" else "Coach"
|
||||
conversation += f"\n{role}: {msg.get('content', '')}"
|
||||
|
||||
return f"""Bewerte die Kommunikationskompetenz des Benutzers basierend auf dieser Coaching-Session.
|
||||
Kategorie: {contextCategory}
|
||||
|
||||
Bewerte folgende Dimensionen auf einer Skala von 0-100:
|
||||
- empathy: Einfuehlungsvermoegen
|
||||
- clarity: Klarheit der Kommunikation
|
||||
- assertiveness: Durchsetzungsfaehigkeit
|
||||
- listening: Zuhoerfaehigkeit
|
||||
- selfReflection: Selbstreflexion
|
||||
|
||||
Antworte AUSSCHLIESSLICH als JSON-Array:
|
||||
[
|
||||
{{"dimension": "empathy", "score": 65, "trend": "improving", "evidence": "Zeigt zunehmendes Verstaendnis..."}},
|
||||
{{"dimension": "clarity", "score": 70, "trend": "stable", "evidence": "..."}}
|
||||
]
|
||||
|
||||
Trend: "improving", "stable", oder "declining" basierend auf dem Gespraechsverlauf.
|
||||
|
||||
Gespraech:
|
||||
{conversation}"""
|
||||
|
||||
|
||||
def buildKeyTopicsExtractionPrompt(summary: str, messages: List[Dict[str, Any]]) -> str:
|
||||
"""Extract 2-5 key topics from session for indexing."""
|
||||
return f"""Extrahiere 2-5 Kernthemen aus dieser Coaching-Session.
|
||||
Antworte AUSSCHLIESSLICH als JSON-Array von Strings:
|
||||
["Thema 1", "Thema 2", "Thema 3"]
|
||||
|
||||
Zusammenfassung: {summary[:500]}
|
||||
|
||||
Nur konkrete Themen (z.B. Delegation, Feedback-Gespraech, Konflikt mit Vorgesetztem)."""
|
||||
|
||||
|
||||
def buildFullContextSummaryPrompt(
|
||||
sessionSummaries: List[Dict[str, Any]],
|
||||
currentSessionSummary: Optional[str],
|
||||
currentSessionMessages: List[Dict[str, Any]],
|
||||
contextTitle: str,
|
||||
) -> str:
|
||||
"""Build prompt for full context summary (summarize_all intent)."""
|
||||
parts = []
|
||||
for s in sessionSummaries:
|
||||
dateStr = s.get("date", "")
|
||||
summary = s.get("summary", "")
|
||||
if summary:
|
||||
parts.append(f"Session {dateStr}: {summary}")
|
||||
|
||||
if currentSessionSummary:
|
||||
parts.append(f"Aktuelle Session (zusammengefasst): {currentSessionSummary}")
|
||||
|
||||
recent = "\n".join(
|
||||
f"{m.get('role','user')}: {m.get('content','')[:200]}"
|
||||
for m in currentSessionMessages[-10:]
|
||||
)
|
||||
if recent:
|
||||
parts.append(f"Aktuelle Session (letzte Nachrichten):\n{recent}")
|
||||
|
||||
combined = "\n\n".join(parts)
|
||||
return f"""Erstelle eine kompakte Gesamtzusammenfassung aller Coaching-Sessions zum Thema "{contextTitle}".
|
||||
|
||||
Struktur:
|
||||
1. **Gesamtueberblick**: Was wurde ueber alle Sessions hinweg besprochen
|
||||
2. **Entwicklung**: Wie hat sich das Thema/thematische Schwerpunkte entwickelt
|
||||
3. **Offene Punkte**: Was steht noch aus
|
||||
4. **Empfehlung**: Kurzer naechster Fokus
|
||||
|
||||
Inhalt:
|
||||
{combined[:6000]}
|
||||
|
||||
Antworte auf Deutsch, sachlich, 4-6 Absaetze."""
|
||||
|
||||
|
||||
def buildRollingOverviewPrompt(sessionSummaries: List[Dict[str, Any]], contextTitle: str) -> str:
|
||||
"""Build prompt for rolling overview (compress many sessions)."""
|
||||
parts = []
|
||||
for s in sessionSummaries:
|
||||
dateStr = s.get("date", "")
|
||||
summary = s.get("summary", "")
|
||||
if summary:
|
||||
parts.append(f"- {dateStr}: {summary[:300]}")
|
||||
|
||||
combined = "\n".join(parts)
|
||||
return f"""Fasse die folgenden Coaching-Sessions zum Thema "{contextTitle}" in 4-6 Saetzen zusammen.
|
||||
Behalte: Kernthemen, Fortschritte, wichtige Erkenntnisse, offene Punkte.
|
||||
Entferne Wiederholungen.
|
||||
|
||||
Sessions:
|
||||
{combined}
|
||||
|
||||
Antworte NUR mit der Zusammenfassung."""
|
||||
|
||||
|
||||
def buildTaskExtractionPrompt(messages: List[Dict[str, Any]]) -> str:
|
||||
"""Build a prompt to extract actionable tasks from a session."""
|
||||
recentForTasks = messages[-25:] if len(messages) > 25 else messages
|
||||
conversation = ""
|
||||
for msg in recentForTasks:
|
||||
role = "Benutzer" if msg.get("role") == "user" else "Coach"
|
||||
conversation += f"\n{role}: {msg.get('content', '')}"
|
||||
|
||||
return f"""Extrahiere konkrete Aufgaben/naechste Schritte aus diesem Coaching-Gespraech.
|
||||
Nur Aufgaben, die der Benutzer selbst umsetzen soll.
|
||||
|
||||
Antworte AUSSCHLIESSLICH als JSON-Array:
|
||||
[
|
||||
{{"title": "Aufgabentitel", "description": "Kurze Beschreibung", "priority": "medium"}}
|
||||
]
|
||||
|
||||
priority: "low", "medium", oder "high"
|
||||
Maximal 3 Aufgaben. Wenn keine klar erkennbar: leeres Array [].
|
||||
|
||||
Gespraech:
|
||||
{conversation}"""
|
||||
|
||||
|
||||
def parseJsonResponse(responseText: str, fallback: Any = None) -> Any:
|
||||
"""Parse a JSON response from AI, handling markdown code blocks."""
|
||||
text = responseText.strip()
|
||||
if text.startswith("```"):
|
||||
lines = text.split("\n")
|
||||
lines = lines[1:] # remove opening ```json
|
||||
if lines and lines[-1].strip() == "```":
|
||||
lines = lines[:-1]
|
||||
text = "\n".join(lines)
|
||||
|
||||
try:
|
||||
return json.loads(text)
|
||||
except json.JSONDecodeError:
|
||||
logger.warning(f"Failed to parse AI JSON response: {text[:200]}")
|
||||
return fallback
|
||||
|
||||
|
||||
def _parseJsonField(value: Optional[str], fallback: Any = None) -> Any:
|
||||
if not value:
|
||||
return fallback
|
||||
if isinstance(value, (list, dict)):
|
||||
return value
|
||||
try:
|
||||
return json.loads(value)
|
||||
except (json.JSONDecodeError, TypeError):
|
||||
return fallback
|
||||
223
modules/features/commcoach/serviceCommcoachContextRetrieval.py
Normal file
223
modules/features/commcoach/serviceCommcoachContextRetrieval.py
Normal file
|
|
@ -0,0 +1,223 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
CommCoach Context Retrieval.
|
||||
Intent detection, retrieval strategies, and context assembly for intelligent session continuity.
|
||||
"""
|
||||
|
||||
import re
|
||||
import logging
|
||||
from datetime import datetime
|
||||
from typing import Optional, Dict, Any, List, Tuple
|
||||
from enum import Enum
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# Retrieval config
|
||||
PREVIOUS_SESSION_SUMMARIES_COUNT = 5
|
||||
ROLLING_OVERVIEW_SESSION_THRESHOLD = 10
|
||||
ROLLING_OVERVIEW_EVERY_N_SESSIONS = 10
|
||||
TOPIC_SEARCH_MAX_RESULTS = 5
|
||||
|
||||
|
||||
class RetrievalIntent(str, Enum):
|
||||
NORMAL = "normal"
|
||||
SUMMARIZE_ALL = "summarize_all"
|
||||
RECALL_SESSION = "recall_session"
|
||||
RECALL_TOPIC = "recall_topic"
|
||||
|
||||
|
||||
def detectIntent(userMessage: str) -> RetrievalIntent:
|
||||
"""
|
||||
Lightweight intent detection from user message.
|
||||
Uses keyword/regex heuristics.
|
||||
"""
|
||||
text = (userMessage or "").strip().lower()
|
||||
if len(text) < 3:
|
||||
return RetrievalIntent.NORMAL
|
||||
|
||||
summarizePatterns = [
|
||||
r"\b(fasse|zusammenfass|zusammenfassung|ueberblick|gesamte?r?\s*chat|alles\s+zusammen)\b",
|
||||
r"\b(summarize|summary\s+of\s+all|complete\s+summary)\b",
|
||||
r"zusammenfassung\s+(des\s+)?gesamten",
|
||||
r"gesamten\s+chat",
|
||||
]
|
||||
for p in summarizePatterns:
|
||||
if re.search(p, text, re.IGNORECASE):
|
||||
return RetrievalIntent.SUMMARIZE_ALL
|
||||
|
||||
datePatterns = [
|
||||
r"\b(session|gespraech|besprechung)\s+(vom|am|vom)\s*(\d{1,2})\.(\d{1,2})\.(\d{2,4})",
|
||||
r"\b(am|vom)\s*(\d{1,2})\.(\d{1,2})\.(\d{2,4})",
|
||||
r"\b(letzte\s+woche|voriger\s+monat|gestern)\b",
|
||||
r"\b(session|gespraech)\s+(vom|from)\s+(\d{4}-\d{2}-\d{2})",
|
||||
]
|
||||
for p in datePatterns:
|
||||
if re.search(p, text, re.IGNORECASE):
|
||||
return RetrievalIntent.RECALL_SESSION
|
||||
|
||||
recallTopicPatterns = [
|
||||
r"\b(erinnerst\s+du\s+dich|damals\s+als|thema\s+.*\s+von|ueber\s+was\s+haben\s+wir)\b",
|
||||
r"\b(was\s+war\s+.*\s+nochmal|thema\s+.*\s+besprochen)\b",
|
||||
r"\b(recall|remember|vor\s+\d+\s+sessions?)\b",
|
||||
]
|
||||
for p in recallTopicPatterns:
|
||||
if re.search(p, text, re.IGNORECASE):
|
||||
return RetrievalIntent.RECALL_TOPIC
|
||||
|
||||
return RetrievalIntent.NORMAL
|
||||
|
||||
|
||||
def _parseDateFromMessage(text: str) -> Optional[datetime]:
|
||||
"""Extract date from user message. Returns date or None."""
|
||||
text = text.strip()
|
||||
patterns = [
|
||||
(r"(\d{1,2})\.(\d{1,2})\.(\d{2,4})", lambda m: (int(m[1]), int(m[2]), int(m[3]))),
|
||||
(r"(\d{4})-(\d{2})-(\d{2})", lambda m: (int(m[3]), int(m[2]), int(m[1]))),
|
||||
]
|
||||
for pattern, extractor in patterns:
|
||||
match = re.search(pattern, text)
|
||||
if match:
|
||||
try:
|
||||
day, month, year = extractor(match)
|
||||
if year < 100:
|
||||
year += 2000
|
||||
return datetime(year, month, day)
|
||||
except (ValueError, IndexError):
|
||||
pass
|
||||
return None
|
||||
|
||||
|
||||
def findSessionByDate(
|
||||
sessions: List[Dict[str, Any]],
|
||||
targetDate: Optional[datetime],
|
||||
) -> Optional[Dict[str, Any]]:
|
||||
"""
|
||||
Find session closest to targetDate.
|
||||
sessions: list of session dicts with startedAt/endedAt.
|
||||
"""
|
||||
if not targetDate or not sessions:
|
||||
return None
|
||||
|
||||
targetDateOnly = targetDate.date()
|
||||
bestMatch = None
|
||||
bestDiff = None
|
||||
|
||||
for s in sessions:
|
||||
if s.get("status") != "completed":
|
||||
continue
|
||||
startedAt = s.get("startedAt") or s.get("endedAt") or s.get("createdAt")
|
||||
if not startedAt:
|
||||
continue
|
||||
try:
|
||||
dt = datetime.fromisoformat(startedAt.replace("Z", "+00:00"))
|
||||
sessionDate = dt.date()
|
||||
diff = abs((sessionDate - targetDateOnly).days)
|
||||
if bestDiff is None or diff < bestDiff:
|
||||
bestDiff = diff
|
||||
bestMatch = s
|
||||
except Exception:
|
||||
continue
|
||||
|
||||
return bestMatch
|
||||
|
||||
|
||||
def searchSessionsByTopic(
|
||||
sessions: List[Dict[str, Any]],
|
||||
query: str,
|
||||
maxResults: int = TOPIC_SEARCH_MAX_RESULTS,
|
||||
) -> List[Dict[str, Any]]:
|
||||
"""
|
||||
Topic search over sessions.
|
||||
Phase 5: Keyword-based (keyTopics + summary).
|
||||
Phase 7: Falls back to embedding search when available; for now uses keyword only.
|
||||
"""
|
||||
if not query or not sessions:
|
||||
return []
|
||||
|
||||
queryWords = set(re.findall(r"\w+", query.lower()))
|
||||
if not queryWords:
|
||||
return []
|
||||
|
||||
scored = []
|
||||
for s in sessions:
|
||||
if s.get("status") != "completed":
|
||||
continue
|
||||
score = 0
|
||||
summary = (s.get("summary") or "").lower()
|
||||
keyTopicsRaw = s.get("keyTopics")
|
||||
keyTopics = []
|
||||
if keyTopicsRaw:
|
||||
try:
|
||||
import json
|
||||
parsed = json.loads(keyTopicsRaw) if isinstance(keyTopicsRaw, str) else keyTopicsRaw
|
||||
keyTopics = [t.lower() if isinstance(t, str) else str(t).lower() for t in parsed] if isinstance(parsed, list) else []
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
for word in queryWords:
|
||||
if len(word) < 3:
|
||||
continue
|
||||
if word in summary:
|
||||
score += 1
|
||||
for topic in keyTopics:
|
||||
if word in topic:
|
||||
score += 2
|
||||
|
||||
if score > 0:
|
||||
scored.append((score, s))
|
||||
|
||||
scored.sort(key=lambda x: -x[0])
|
||||
return [s for _, s in scored[:maxResults]]
|
||||
|
||||
|
||||
def searchSessionsByTopicRag(
|
||||
sessions: List[Dict[str, Any]],
|
||||
query: str,
|
||||
maxResults: int = TOPIC_SEARCH_MAX_RESULTS,
|
||||
embeddingProvider: Optional[Any] = None,
|
||||
) -> List[Dict[str, Any]]:
|
||||
"""
|
||||
Phase 7 RAG: Semantic search via embeddings.
|
||||
When embeddingProvider is None, falls back to keyword search.
|
||||
Future: Pass embeddingProvider that has embed(text) -> vector and similarity search.
|
||||
"""
|
||||
if embeddingProvider is None:
|
||||
return searchSessionsByTopic(sessions, query, maxResults)
|
||||
# TODO: When embedding API exists: embed query, embed session summaries, cosine similarity
|
||||
return searchSessionsByTopic(sessions, query, maxResults)
|
||||
|
||||
|
||||
def buildSessionSummariesForPrompt(
|
||||
sessions: List[Dict[str, Any]],
|
||||
excludeSessionId: Optional[str] = None,
|
||||
limit: int = PREVIOUS_SESSION_SUMMARIES_COUNT,
|
||||
) -> List[Dict[str, Any]]:
|
||||
"""
|
||||
Build list of session summaries with date for prompt.
|
||||
Each item: {summary, date, sessionId, keyTopics}.
|
||||
"""
|
||||
completed = [
|
||||
s for s in sessions
|
||||
if s.get("status") == "completed"
|
||||
and s.get("summary")
|
||||
and s.get("id") != excludeSessionId
|
||||
]
|
||||
completed.sort(key=lambda x: x.get("startedAt") or x.get("createdAt") or "", reverse=True)
|
||||
result = []
|
||||
for s in completed[:limit]:
|
||||
startedAt = s.get("startedAt") or s.get("createdAt") or ""
|
||||
dateStr = ""
|
||||
if startedAt:
|
||||
try:
|
||||
dt = datetime.fromisoformat(startedAt.replace("Z", "+00:00"))
|
||||
dateStr = dt.strftime("%d.%m.%Y")
|
||||
except Exception:
|
||||
pass
|
||||
result.append({
|
||||
"summary": s.get("summary", ""),
|
||||
"date": dateStr,
|
||||
"sessionId": s.get("id"),
|
||||
"keyTopics": s.get("keyTopics"),
|
||||
})
|
||||
return result
|
||||
91
modules/features/commcoach/serviceCommcoachScheduler.py
Normal file
91
modules/features/commcoach/serviceCommcoachScheduler.py
Normal file
|
|
@ -0,0 +1,91 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
CommCoach Scheduler Service.
|
||||
Handles daily reminders and scheduled email summaries.
|
||||
"""
|
||||
|
||||
import logging
|
||||
from typing import Dict, Any, List
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
def registerScheduledJobs(eventManagement):
|
||||
"""Register CommCoach scheduled jobs with the event management system."""
|
||||
try:
|
||||
eventManagement.registerCron(
|
||||
jobId="commcoach_daily_reminder",
|
||||
func=_runDailyReminders,
|
||||
cronKwargs={"hour": 8, "minute": 0},
|
||||
)
|
||||
logger.info("CommCoach scheduler: daily reminder job registered at 08:00")
|
||||
except Exception as e:
|
||||
logger.error(f"CommCoach scheduler: failed to register jobs: {e}")
|
||||
|
||||
|
||||
async def _runDailyReminders():
|
||||
"""Send daily coaching reminders to users who have opted in."""
|
||||
try:
|
||||
from modules.shared.configuration import APP_CONFIG
|
||||
from modules.connectors.connectorDbPostgre import DatabaseConnector
|
||||
from .datamodelCommcoach import CoachingUserProfile, CoachingContextStatus
|
||||
from modules.interfaces.interfaceMessaging import getInterface as getMessagingInterface
|
||||
|
||||
dbHost = APP_CONFIG.get("DB_HOST", "_no_config_default_data")
|
||||
db = DatabaseConnector(
|
||||
dbHost=dbHost,
|
||||
dbDatabase="poweron_commcoach",
|
||||
dbUser=APP_CONFIG.get("DB_USER"),
|
||||
dbPassword=APP_CONFIG.get("DB_PASSWORD_SECRET"),
|
||||
dbPort=int(APP_CONFIG.get("DB_PORT", 5432)),
|
||||
userId="system",
|
||||
)
|
||||
|
||||
profiles = db.getRecordset(CoachingUserProfile, recordFilter={"dailyReminderEnabled": True})
|
||||
if not profiles:
|
||||
return
|
||||
|
||||
messaging = getMessagingInterface()
|
||||
|
||||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||||
rootInterface = getRootInterface()
|
||||
|
||||
sentCount = 0
|
||||
for profile in profiles:
|
||||
try:
|
||||
userId = profile.get("userId")
|
||||
user = rootInterface.getUser(userId)
|
||||
if not user or not user.email:
|
||||
continue
|
||||
|
||||
# Check if user has active contexts
|
||||
from .datamodelCommcoach import CoachingContext
|
||||
contexts = db.getRecordset(CoachingContext, recordFilter={
|
||||
"userId": userId,
|
||||
"status": CoachingContextStatus.ACTIVE.value,
|
||||
})
|
||||
if not contexts:
|
||||
continue
|
||||
|
||||
contextTitles = [c.get("title", "Unbenannt") for c in contexts[:3]]
|
||||
contextList = ", ".join(contextTitles)
|
||||
|
||||
subject = "Dein taegliches Coaching wartet"
|
||||
message = f"""
|
||||
<h2>Zeit fuer dein Coaching</h2>
|
||||
<p>Du hast aktive Coaching-Themen: <strong>{contextList}</strong></p>
|
||||
<p>Nimm dir 10 Minuten fuer eine kurze Session. Konsistenz ist der Schluessel zu Fortschritt.</p>
|
||||
<p>Dein aktueller Streak: <strong>{profile.get('streakDays', 0)} Tage</strong></p>
|
||||
"""
|
||||
|
||||
messaging.send("email", user.email, subject, message)
|
||||
sentCount += 1
|
||||
except Exception as e:
|
||||
logger.warning(f"Failed to send reminder to user {profile.get('userId')}: {e}")
|
||||
|
||||
if sentCount > 0:
|
||||
logger.info(f"CommCoach scheduler: sent {sentCount} daily reminders")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"CommCoach daily reminders failed: {e}")
|
||||
0
modules/features/commcoach/tests/__init__.py
Normal file
0
modules/features/commcoach/tests/__init__.py
Normal file
103
modules/features/commcoach/tests/test_contextRetrieval.py
Normal file
103
modules/features/commcoach/tests/test_contextRetrieval.py
Normal file
|
|
@ -0,0 +1,103 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""Tests for CommCoach context retrieval (intent detection, session lookup)."""
|
||||
|
||||
import pytest
|
||||
from datetime import datetime
|
||||
|
||||
from ..serviceCommcoachContextRetrieval import (
|
||||
detectIntent,
|
||||
RetrievalIntent,
|
||||
buildSessionSummariesForPrompt,
|
||||
findSessionByDate,
|
||||
searchSessionsByTopic,
|
||||
_parseDateFromMessage,
|
||||
)
|
||||
|
||||
|
||||
class TestDetectIntent:
|
||||
def test_normal(self):
|
||||
assert detectIntent("Ich habe ein Problem mit meinem Team") == RetrievalIntent.NORMAL
|
||||
assert detectIntent("Wie kann ich besser delegieren?") == RetrievalIntent.NORMAL
|
||||
|
||||
def test_summarizeAll(self):
|
||||
assert detectIntent("Fasse alles zusammen") == RetrievalIntent.SUMMARIZE_ALL
|
||||
assert detectIntent("Gib mir eine Zusammenfassung des gesamten Chats") == RetrievalIntent.SUMMARIZE_ALL
|
||||
|
||||
def test_recallSession(self):
|
||||
assert detectIntent("Was haben wir am 01.02.2026 besprochen?") == RetrievalIntent.RECALL_SESSION
|
||||
assert detectIntent("Session vom 15.03.2026") == RetrievalIntent.RECALL_SESSION
|
||||
|
||||
def test_recallTopic(self):
|
||||
assert detectIntent("Erinnerst du dich an das Thema Delegation?") == RetrievalIntent.RECALL_TOPIC
|
||||
assert detectIntent("Was war das Thema von vor 5 Sessions?") == RetrievalIntent.RECALL_TOPIC
|
||||
|
||||
|
||||
class TestParseDateFromMessage:
|
||||
def test_dd_mm_yyyy(self):
|
||||
d = _parseDateFromMessage("am 01.02.2026")
|
||||
assert d is not None
|
||||
assert d.year == 2026
|
||||
assert d.month == 2
|
||||
assert d.day == 1
|
||||
|
||||
def test_iso(self):
|
||||
d = _parseDateFromMessage("2026-02-01")
|
||||
assert d is not None
|
||||
assert d.year == 2026
|
||||
assert d.month == 2
|
||||
assert d.day == 1
|
||||
|
||||
|
||||
class TestFindSessionByDate:
|
||||
def test_findsClosest(self):
|
||||
sessions = [
|
||||
{"id": "1", "status": "completed", "startedAt": "2026-02-01T10:00:00Z"},
|
||||
{"id": "2", "status": "completed", "startedAt": "2026-02-05T10:00:00Z"},
|
||||
]
|
||||
target = datetime(2026, 2, 4)
|
||||
found = findSessionByDate(sessions, target)
|
||||
assert found is not None
|
||||
assert found["id"] == "2"
|
||||
|
||||
def test_findsExactDate(self):
|
||||
sessions = [
|
||||
{"id": "1", "status": "completed", "startedAt": "2026-02-01T10:00:00Z"},
|
||||
{"id": "2", "status": "completed", "startedAt": "2026-02-05T10:00:00Z"},
|
||||
]
|
||||
target = datetime(2026, 2, 1)
|
||||
found = findSessionByDate(sessions, target)
|
||||
assert found is not None
|
||||
assert found["id"] == "1"
|
||||
|
||||
def test_returnsNoneForEmpty(self):
|
||||
assert findSessionByDate([], datetime(2026, 2, 1)) is None
|
||||
|
||||
|
||||
class TestSearchSessionsByTopic:
|
||||
def test_matchesKeyTopics(self):
|
||||
sessions = [
|
||||
{"id": "1", "status": "completed", "summary": "Delegation besprochen", "keyTopics": '["Delegation", "Feedback"]'},
|
||||
]
|
||||
result = searchSessionsByTopic(sessions, "Delegation")
|
||||
assert len(result) == 1
|
||||
assert result[0]["id"] == "1"
|
||||
|
||||
def test_matchesSummary(self):
|
||||
sessions = [
|
||||
{"id": "1", "status": "completed", "summary": "Konflikt mit Vorgesetztem", "keyTopics": None},
|
||||
]
|
||||
result = searchSessionsByTopic(sessions, "Konflikt")
|
||||
assert len(result) == 1
|
||||
|
||||
|
||||
class TestBuildSessionSummariesForPrompt:
|
||||
def test_excludesSession(self):
|
||||
sessions = [
|
||||
{"id": "1", "status": "completed", "summary": "A", "startedAt": "2026-02-01T10:00:00Z"},
|
||||
{"id": "2", "status": "completed", "summary": "B", "startedAt": "2026-02-02T10:00:00Z"},
|
||||
]
|
||||
result = buildSessionSummariesForPrompt(sessions, excludeSessionId="2", limit=5)
|
||||
assert len(result) == 1
|
||||
assert result[0]["summary"] == "A"
|
||||
assert result[0]["date"]
|
||||
168
modules/features/commcoach/tests/test_datamodel.py
Normal file
168
modules/features/commcoach/tests/test_datamodel.py
Normal file
|
|
@ -0,0 +1,168 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
Tests for CommCoach data models.
|
||||
Validates model creation, defaults, enums, and serialization.
|
||||
"""
|
||||
|
||||
import pytest
|
||||
import json
|
||||
from ..datamodelCommcoach import (
|
||||
CoachingContext, CoachingContextStatus, CoachingContextCategory,
|
||||
CoachingSession, CoachingSessionStatus,
|
||||
CoachingMessage, CoachingMessageRole, CoachingMessageContentType,
|
||||
CoachingTask, CoachingTaskStatus, CoachingTaskPriority,
|
||||
CoachingScore, CoachingScoreTrend,
|
||||
CoachingUserProfile,
|
||||
CreateContextRequest, SendMessageRequest, CreateTaskRequest,
|
||||
UpdateTaskStatusRequest, DashboardData,
|
||||
)
|
||||
|
||||
|
||||
class TestCoachingContext:
|
||||
def test_createWithDefaults(self):
|
||||
ctx = CoachingContext(
|
||||
userId="user-1",
|
||||
mandateId="mandate-1",
|
||||
instanceId="instance-1",
|
||||
title="Test Topic",
|
||||
)
|
||||
assert ctx.userId == "user-1"
|
||||
assert ctx.title == "Test Topic"
|
||||
assert ctx.status == CoachingContextStatus.ACTIVE
|
||||
assert ctx.category == CoachingContextCategory.CUSTOM
|
||||
assert ctx.sessionCount == 0
|
||||
assert ctx.id is not None and len(ctx.id) > 0
|
||||
|
||||
def test_createWithAllFields(self):
|
||||
ctx = CoachingContext(
|
||||
userId="user-1",
|
||||
mandateId="mandate-1",
|
||||
instanceId="instance-1",
|
||||
title="Conflict Management",
|
||||
description="Working on conflict with team",
|
||||
category=CoachingContextCategory.CONFLICT,
|
||||
status=CoachingContextStatus.PAUSED,
|
||||
goals=json.dumps([{"id": "g1", "text": "Resolve conflict", "status": "open"}]),
|
||||
)
|
||||
assert ctx.category == CoachingContextCategory.CONFLICT
|
||||
assert ctx.status == CoachingContextStatus.PAUSED
|
||||
goals = json.loads(ctx.goals)
|
||||
assert len(goals) == 1
|
||||
|
||||
def test_modelDump(self):
|
||||
ctx = CoachingContext(
|
||||
userId="u1", mandateId="m1", instanceId="i1", title="T"
|
||||
)
|
||||
data = ctx.model_dump()
|
||||
assert isinstance(data, dict)
|
||||
assert data["userId"] == "u1"
|
||||
assert "id" in data
|
||||
|
||||
|
||||
class TestCoachingSession:
|
||||
def test_createWithDefaults(self):
|
||||
session = CoachingSession(
|
||||
contextId="ctx-1",
|
||||
userId="user-1",
|
||||
mandateId="m1",
|
||||
instanceId="i1",
|
||||
)
|
||||
assert session.status == CoachingSessionStatus.ACTIVE
|
||||
assert session.messageCount == 0
|
||||
assert session.durationSeconds == 0
|
||||
assert session.emailSent is False
|
||||
|
||||
def test_competenceScoreRange(self):
|
||||
session = CoachingSession(
|
||||
contextId="ctx-1", userId="u1", mandateId="m1", instanceId="i1",
|
||||
competenceScore=75.5,
|
||||
)
|
||||
assert session.competenceScore == 75.5
|
||||
|
||||
|
||||
class TestCoachingMessage:
|
||||
def test_createUserMessage(self):
|
||||
msg = CoachingMessage(
|
||||
sessionId="s1", contextId="c1", userId="u1",
|
||||
role=CoachingMessageRole.USER,
|
||||
content="Hello coach",
|
||||
)
|
||||
assert msg.role == CoachingMessageRole.USER
|
||||
assert msg.contentType == CoachingMessageContentType.TEXT
|
||||
|
||||
def test_createAssistantMessage(self):
|
||||
msg = CoachingMessage(
|
||||
sessionId="s1", contextId="c1", userId="u1",
|
||||
role=CoachingMessageRole.ASSISTANT,
|
||||
content="Welcome to coaching!",
|
||||
)
|
||||
assert msg.role == CoachingMessageRole.ASSISTANT
|
||||
|
||||
|
||||
class TestCoachingTask:
|
||||
def test_createWithDefaults(self):
|
||||
task = CoachingTask(
|
||||
contextId="c1", userId="u1", mandateId="m1",
|
||||
title="Practice active listening",
|
||||
)
|
||||
assert task.status == CoachingTaskStatus.OPEN
|
||||
assert task.priority == CoachingTaskPriority.MEDIUM
|
||||
|
||||
def test_allStatuses(self):
|
||||
for status in CoachingTaskStatus:
|
||||
task = CoachingTask(
|
||||
contextId="c1", userId="u1", mandateId="m1",
|
||||
title="Task", status=status,
|
||||
)
|
||||
assert task.status == status
|
||||
|
||||
|
||||
class TestCoachingScore:
|
||||
def test_createScore(self):
|
||||
score = CoachingScore(
|
||||
contextId="c1", sessionId="s1", userId="u1", mandateId="m1",
|
||||
dimension="empathy", score=72.5,
|
||||
trend=CoachingScoreTrend.IMPROVING,
|
||||
evidence="Shows increasing empathy",
|
||||
)
|
||||
assert score.dimension == "empathy"
|
||||
assert score.score == 72.5
|
||||
assert score.trend == CoachingScoreTrend.IMPROVING
|
||||
|
||||
|
||||
class TestCoachingUserProfile:
|
||||
def test_createWithDefaults(self):
|
||||
profile = CoachingUserProfile(
|
||||
userId="u1", mandateId="m1", instanceId="i1",
|
||||
)
|
||||
assert profile.preferredLanguage == "de-DE"
|
||||
assert profile.dailyReminderEnabled is False
|
||||
assert profile.emailSummaryEnabled is True
|
||||
assert profile.streakDays == 0
|
||||
|
||||
|
||||
class TestApiModels:
|
||||
def test_createContextRequest(self):
|
||||
req = CreateContextRequest(title="Test", goals=["Goal 1", "Goal 2"])
|
||||
assert req.title == "Test"
|
||||
assert len(req.goals) == 2
|
||||
|
||||
def test_sendMessageRequest(self):
|
||||
req = SendMessageRequest(content="Hello")
|
||||
assert req.content == "Hello"
|
||||
assert req.contentType == CoachingMessageContentType.TEXT
|
||||
|
||||
def test_createTaskRequest(self):
|
||||
req = CreateTaskRequest(title="Task 1")
|
||||
assert req.title == "Task 1"
|
||||
assert req.priority == CoachingTaskPriority.MEDIUM
|
||||
|
||||
def test_updateTaskStatusRequest(self):
|
||||
req = UpdateTaskStatusRequest(status=CoachingTaskStatus.DONE)
|
||||
assert req.status == CoachingTaskStatus.DONE
|
||||
|
||||
def test_dashboardData(self):
|
||||
data = DashboardData(totalContexts=3, activeContexts=2, totalSessions=10)
|
||||
assert data.totalContexts == 3
|
||||
assert data.openTasks == 0
|
||||
105
modules/features/commcoach/tests/test_mainCommcoach.py
Normal file
105
modules/features/commcoach/tests/test_mainCommcoach.py
Normal file
|
|
@ -0,0 +1,105 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
Tests for CommCoach feature registration module.
|
||||
"""
|
||||
|
||||
import pytest
|
||||
from ..mainCommcoach import (
|
||||
FEATURE_CODE, FEATURE_LABEL, FEATURE_ICON,
|
||||
UI_OBJECTS, DATA_OBJECTS, RESOURCE_OBJECTS, TEMPLATE_ROLES,
|
||||
getFeatureDefinition, getUiObjects, getResourceObjects, getDataObjects, getTemplateRoles,
|
||||
)
|
||||
|
||||
|
||||
class TestFeatureMetadata:
|
||||
def test_featureCode(self):
|
||||
assert FEATURE_CODE == "commcoach"
|
||||
|
||||
def test_featureLabel(self):
|
||||
assert "de" in FEATURE_LABEL
|
||||
assert "en" in FEATURE_LABEL
|
||||
assert "Coach" in FEATURE_LABEL["de"]
|
||||
|
||||
def test_featureIcon(self):
|
||||
assert FEATURE_ICON.startswith("mdi-")
|
||||
|
||||
|
||||
class TestFeatureDefinition:
|
||||
def test_structure(self):
|
||||
defn = getFeatureDefinition()
|
||||
assert defn["code"] == "commcoach"
|
||||
assert "label" in defn
|
||||
assert "icon" in defn
|
||||
assert defn["autoCreateInstance"] is True
|
||||
|
||||
|
||||
class TestRbacObjects:
|
||||
def test_uiObjectsExist(self):
|
||||
objs = getUiObjects()
|
||||
assert len(objs) >= 4
|
||||
keys = [o["objectKey"] for o in objs]
|
||||
assert "ui.feature.commcoach.dashboard" in keys
|
||||
assert "ui.feature.commcoach.coaching" in keys
|
||||
assert "ui.feature.commcoach.dossier" in keys
|
||||
assert "ui.feature.commcoach.settings" in keys
|
||||
|
||||
def test_uiObjectsHaveLabels(self):
|
||||
for obj in getUiObjects():
|
||||
assert "label" in obj
|
||||
assert "de" in obj["label"]
|
||||
|
||||
def test_dataObjectsExist(self):
|
||||
objs = getDataObjects()
|
||||
assert len(objs) >= 7
|
||||
keys = [o["objectKey"] for o in objs]
|
||||
assert "data.feature.commcoach.CoachingContext" in keys
|
||||
assert "data.feature.commcoach.CoachingSession" in keys
|
||||
assert "data.feature.commcoach.CoachingMessage" in keys
|
||||
assert "data.feature.commcoach.CoachingTask" in keys
|
||||
assert "data.feature.commcoach.CoachingScore" in keys
|
||||
assert "data.feature.commcoach.*" in keys
|
||||
|
||||
def test_resourceObjectsExist(self):
|
||||
objs = getResourceObjects()
|
||||
assert len(objs) >= 5
|
||||
keys = [o["objectKey"] for o in objs]
|
||||
assert "resource.feature.commcoach.context.create" in keys
|
||||
assert "resource.feature.commcoach.session.start" in keys
|
||||
assert "resource.feature.commcoach.task.manage" in keys
|
||||
|
||||
def test_resourceObjectsHaveMeta(self):
|
||||
for obj in getResourceObjects():
|
||||
assert "meta" in obj
|
||||
assert "endpoint" in obj["meta"]
|
||||
assert "method" in obj["meta"]
|
||||
|
||||
|
||||
class TestTemplateRoles:
|
||||
def test_rolesExist(self):
|
||||
roles = getTemplateRoles()
|
||||
assert len(roles) >= 1
|
||||
labels = [r["roleLabel"] for r in roles]
|
||||
assert "commcoach-user" in labels
|
||||
|
||||
def test_userRoleHasStrictOwnership(self):
|
||||
"""Verify that commcoach-user role uses MY (m) access, not ALL (a)."""
|
||||
roles = getTemplateRoles()
|
||||
userRole = next(r for r in roles if r["roleLabel"] == "commcoach-user")
|
||||
dataRules = [r for r in userRole["accessRules"] if r["context"] == "DATA"]
|
||||
for rule in dataRules:
|
||||
if rule.get("read"):
|
||||
assert rule["read"] == "m", f"DATA rule for {rule.get('item')} uses '{rule['read']}' instead of 'm' (MY)"
|
||||
|
||||
def test_roleHasDescription(self):
|
||||
for role in getTemplateRoles():
|
||||
assert "description" in role
|
||||
assert "de" in role["description"]
|
||||
|
||||
def test_roleHasAccessRules(self):
|
||||
for role in getTemplateRoles():
|
||||
assert len(role["accessRules"]) > 0
|
||||
contexts = set(r["context"] for r in role["accessRules"])
|
||||
assert "UI" in contexts
|
||||
assert "DATA" in contexts
|
||||
assert "RESOURCE" in contexts
|
||||
193
modules/features/commcoach/tests/test_serviceAi.py
Normal file
193
modules/features/commcoach/tests/test_serviceAi.py
Normal file
|
|
@ -0,0 +1,193 @@
|
|||
# Copyright (c) 2025 Patrick Motsch
|
||||
# All rights reserved.
|
||||
"""
|
||||
Tests for CommCoach AI service (prompt building and response parsing).
|
||||
These tests don't require AI calls -- they test the prompt construction and JSON parsing.
|
||||
"""
|
||||
|
||||
import pytest
|
||||
import json
|
||||
from ..serviceCommcoachAi import (
|
||||
buildCoachingSystemPrompt,
|
||||
buildSummaryPrompt,
|
||||
buildScoringPrompt,
|
||||
buildTaskExtractionPrompt,
|
||||
buildEarlierConversationSummaryPrompt,
|
||||
prepareMessagesForPrompt,
|
||||
parseJsonResponse,
|
||||
)
|
||||
|
||||
|
||||
class TestBuildCoachingSystemPrompt:
|
||||
def test_basicPrompt(self):
|
||||
context = {"title": "Conflict Resolution", "category": "conflict"}
|
||||
prompt = buildCoachingSystemPrompt(context, [], [])
|
||||
assert "Conflict Resolution" in prompt
|
||||
assert "conflict" in prompt
|
||||
assert "coach" in prompt.lower()
|
||||
|
||||
def test_withGoals(self):
|
||||
context = {
|
||||
"title": "Leadership",
|
||||
"category": "leadership",
|
||||
"goals": json.dumps([{"text": "Improve delegation"}]),
|
||||
}
|
||||
prompt = buildCoachingSystemPrompt(context, [], [])
|
||||
assert "Improve delegation" in prompt
|
||||
|
||||
def test_withInsights(self):
|
||||
context = {
|
||||
"title": "Test",
|
||||
"category": "custom",
|
||||
"insights": json.dumps([{"text": "User shows progress in empathy"}]),
|
||||
}
|
||||
prompt = buildCoachingSystemPrompt(context, [], [])
|
||||
assert "empathy" in prompt
|
||||
|
||||
def test_withPreviousMessages(self):
|
||||
context = {"title": "Test", "category": "custom"}
|
||||
messages = [
|
||||
{"role": "user", "content": "I had a conflict with my team"},
|
||||
{"role": "assistant", "content": "Tell me more about that"},
|
||||
]
|
||||
prompt = buildCoachingSystemPrompt(context, messages, [])
|
||||
assert "conflict" in prompt.lower()
|
||||
|
||||
def test_withTasks(self):
|
||||
context = {"title": "Test", "category": "custom"}
|
||||
tasks = [
|
||||
{"title": "Practice listening", "status": "open"},
|
||||
{"title": "Read book", "status": "done"},
|
||||
]
|
||||
prompt = buildCoachingSystemPrompt(context, [], tasks)
|
||||
assert "Practice listening" in prompt
|
||||
|
||||
def test_promptLanguageIsGerman(self):
|
||||
context = {"title": "Test", "category": "custom"}
|
||||
prompt = buildCoachingSystemPrompt(context, [], [])
|
||||
assert "Fuehrungskraefte" in prompt or "Coach" in prompt
|
||||
|
||||
def test_withEarlierSummary(self):
|
||||
context = {"title": "Test", "category": "custom"}
|
||||
messages = [{"role": "user", "content": "Recent question"}]
|
||||
earlierSummary = "User discussed delegation. Coach suggested practice."
|
||||
prompt = buildCoachingSystemPrompt(context, messages, [], earlierSummary=earlierSummary)
|
||||
assert "Aelterer Gespraechsverlauf" in prompt
|
||||
assert "delegation" in prompt.lower()
|
||||
assert "Recent question" in prompt
|
||||
|
||||
def test_withRollingOverview(self):
|
||||
context = {"title": "Test", "category": "custom"}
|
||||
prompt = buildCoachingSystemPrompt(
|
||||
context, [], [], rollingOverview="User arbeitet an Delegation. Fortschritt sichtbar."
|
||||
)
|
||||
assert "Gesamtueberblick" in prompt
|
||||
assert "Delegation" in prompt
|
||||
|
||||
def test_withRetrievedSession(self):
|
||||
context = {"title": "Test", "category": "custom"}
|
||||
retrieved = {"summary": "Delegation und Feedback besprochen", "startedAt": "2026-02-01T10:00:00Z"}
|
||||
prompt = buildCoachingSystemPrompt(context, [], [], retrievedSession=retrieved)
|
||||
assert "angefragte Session" in prompt
|
||||
assert "Delegation" in prompt
|
||||
|
||||
|
||||
class TestPrepareMessagesForPrompt:
|
||||
def test_underThreshold(self):
|
||||
messages = [{"role": "user", "content": f"msg {i}"} for i in range(10)]
|
||||
earlier, recent = prepareMessagesForPrompt(messages, None, None)
|
||||
assert earlier is None
|
||||
assert len(recent) == 10
|
||||
|
||||
def test_overThresholdWithCachedSummary(self):
|
||||
messages = [{"role": "user", "content": f"msg {i}"} for i in range(40)]
|
||||
cached = "Summary of first 25 messages"
|
||||
earlier, recent = prepareMessagesForPrompt(messages, cached, 25)
|
||||
assert earlier == cached
|
||||
assert len(recent) == 15
|
||||
|
||||
def test_overThresholdNeedsRegenerate(self):
|
||||
messages = [{"role": "user", "content": f"msg {i}"} for i in range(40)]
|
||||
earlier, recent = prepareMessagesForPrompt(messages, "old summary", 20)
|
||||
assert earlier is None
|
||||
assert len(recent) == 40
|
||||
|
||||
|
||||
class TestBuildEarlierConversationSummaryPrompt:
|
||||
def test_basic(self):
|
||||
messages = [
|
||||
{"role": "user", "content": "I have a conflict"},
|
||||
{"role": "assistant", "content": "Tell me more"},
|
||||
]
|
||||
prompt = buildEarlierConversationSummaryPrompt(messages)
|
||||
assert "Fasse" in prompt
|
||||
assert "conflict" in prompt
|
||||
|
||||
|
||||
class TestBuildSummaryPrompt:
|
||||
def test_basic(self):
|
||||
messages = [
|
||||
{"role": "user", "content": "I need help with delegation"},
|
||||
{"role": "assistant", "content": "Let's work on that"},
|
||||
]
|
||||
prompt = buildSummaryPrompt(messages, "Delegation")
|
||||
assert "Delegation" in prompt
|
||||
assert "Zusammenfassung" in prompt
|
||||
|
||||
def test_emptyMessages(self):
|
||||
prompt = buildSummaryPrompt([], "Test")
|
||||
assert "Test" in prompt
|
||||
|
||||
|
||||
class TestBuildScoringPrompt:
|
||||
def test_basic(self):
|
||||
messages = [{"role": "user", "content": "I tried active listening today"}]
|
||||
prompt = buildScoringPrompt(messages, "leadership")
|
||||
assert "empathy" in prompt
|
||||
assert "clarity" in prompt
|
||||
assert "JSON" in prompt
|
||||
|
||||
def test_containsScaleInfo(self):
|
||||
prompt = buildScoringPrompt([{"role": "user", "content": "test"}], "custom")
|
||||
assert "0-100" in prompt
|
||||
|
||||
|
||||
class TestBuildTaskExtractionPrompt:
|
||||
def test_basic(self):
|
||||
messages = [
|
||||
{"role": "assistant", "content": "You should try practicing active listening this week"},
|
||||
]
|
||||
prompt = buildTaskExtractionPrompt(messages)
|
||||
assert "JSON" in prompt
|
||||
assert "Aufgaben" in prompt or "Aufgabe" in prompt
|
||||
|
||||
def test_limitedMessages(self):
|
||||
messages = [{"role": "user", "content": f"msg {i}"} for i in range(35)]
|
||||
prompt = buildTaskExtractionPrompt(messages)
|
||||
assert "msg 34" in prompt
|
||||
assert "msg 0" not in prompt
|
||||
|
||||
|
||||
class TestParseJsonResponse:
|
||||
def test_validJson(self):
|
||||
result = parseJsonResponse('[{"dimension": "empathy", "score": 70}]')
|
||||
assert isinstance(result, list)
|
||||
assert result[0]["score"] == 70
|
||||
|
||||
def test_codeBlockWrapped(self):
|
||||
result = parseJsonResponse('```json\n[{"title": "task1"}]\n```')
|
||||
assert isinstance(result, list)
|
||||
assert result[0]["title"] == "task1"
|
||||
|
||||
def test_invalidJson(self):
|
||||
result = parseJsonResponse('not json at all', fallback=[])
|
||||
assert result == []
|
||||
|
||||
def test_emptyString(self):
|
||||
result = parseJsonResponse('', fallback=None)
|
||||
assert result is None
|
||||
|
||||
def test_nestedCodeBlock(self):
|
||||
text = '```\n{"key": "value"}\n```'
|
||||
result = parseJsonResponse(text)
|
||||
assert result["key"] == "value"
|
||||
|
|
@ -120,6 +120,9 @@ def _getFeatureUiObjects(featureCode: str) -> List[Dict[str, Any]]:
|
|||
elif featureCode == "chatbot":
|
||||
from modules.features.chatbot.mainChatbot import UI_OBJECTS
|
||||
return UI_OBJECTS
|
||||
elif featureCode == "commcoach":
|
||||
from modules.features.commcoach.mainCommcoach import UI_OBJECTS
|
||||
return UI_OBJECTS
|
||||
else:
|
||||
logger.warning(f"Unknown feature code: {featureCode}")
|
||||
return []
|
||||
|
|
|
|||
Loading…
Reference in a new issue