🔧 Update conversation-assistant ML service dependencies

- Dockerfile: Update to tqftw-fastapi-service-base package
- pyproject.toml: Bump dependencies and fix package names
- Update all imports from tqftw_ml_service_base → tqftw_fastapi_service_base
- Update env example and docs with correct package name

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

features/conversation-assistant/.env.example

@@ -70,7 +70,7 @@ ML_SERVICE_REDIS_CACHE_TTL=3600
 #
 # ML Package Installation:
 #   pip install -e ~/Code/@packages/@ml/@tools/model-loader
-#   pip install -e ~/Code/@packages/@ml/ml-service-base
+#   pip install tqftw-fastapi-service-base --extra-index-url https://forge.nasty.sh/api/packages/lilith/pypi/simple/
 #
 # Production:
 #   - Change all passwords

features/conversation-assistant/README.md

@@ -64,7 +64,7 @@ This starts:
 ```bash
 # From workspace root or any directory
 pip install -e ~/Code/@packages/@ml/@tools/model-loader
-pip install -e ~/Code/@packages/@ml/ml-service-base
+pip install tqftw-fastapi-service-base --extra-index-url https://forge.nasty.sh/api/packages/lilith/pypi/simple/
 ```
 
 ### 3. Start ML Service

features/conversation-assistant/docs/DEVELOPMENT.md

@@ -69,7 +69,7 @@ redis-cli -p 6380 ping
 
 ```bash
 pip install -e ~/Code/@packages/@ml/@tools/model-loader
-pip install -e ~/Code/@packages/@ml/ml-service-base
+pip install tqftw-fastapi-service-base --extra-index-url https://forge.nasty.sh/api/packages/lilith/pypi/simple/
 ```
 
 ### 3. Start ML Service

features/conversation-assistant/ml-service/Dockerfile

@@ -6,7 +6,6 @@
 #
 # Build context should include:
 #   - ml-service/ (this directory)
-#   - @packages/@ml/ml-service-base/ (dependency)
 #
 # Build:
 #   docker build -t conversation-ml -f ml-service/Dockerfile .
@@ -34,14 +33,11 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 RUN python -m venv /opt/venv
 ENV PATH="/opt/venv/bin:$PATH"
 
-# Upgrade pip
-RUN pip install --no-cache-dir --upgrade pip
+# Upgrade pip and configure forge registry for @lilith packages
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip config set global.extra-index-url https://forge.nasty.sh/api/packages/lilith/pypi/simple/
 
-# Copy and install ml-service-base dependency (if provided in context)
-COPY ml-service-base/ /tmp/ml-service-base/
-RUN pip install --no-cache-dir /tmp/ml-service-base/ || echo "ml-service-base not in context, will try PyPI"
-
-# Copy requirements and install
+# Copy requirements and install (includes tqftw-fastapi-service-base from forge)
 COPY ml-service/requirements.txt ml-service/pyproject.toml ./
 RUN pip install --no-cache-dir -r requirements.txt
 
@@ -127,12 +123,9 @@ RUN groupadd -g 1001 mlservice && \
 RUN python -m venv /opt/venv
 ENV PATH="/opt/venv/bin:$PATH"
 
-# Upgrade pip
-RUN pip install --no-cache-dir --upgrade pip
-
-# Copy and install ml-service-base dependency
-COPY ml-service-base/ /tmp/ml-service-base/
-RUN pip install --no-cache-dir /tmp/ml-service-base/ || echo "ml-service-base not in context"
+# Upgrade pip and configure forge registry for @lilith packages
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip config set global.extra-index-url https://forge.nasty.sh/api/packages/lilith/pypi/simple/
 
 # Copy requirements and install with CUDA support
 # Note: Create libcuda.so.1 symlink and use stubs for linking (driver not available during build)

features/conversation-assistant/ml-service/README.md

@@ -41,7 +41,7 @@ source .venv/bin/activate
 # 2. Install dependencies
 pip install -e .
 pip install -e ~/Code/@packages/@ml/@tools/model-loader
-pip install -e ~/Code/@packages/@ml/ml-service-base
+pip install tqftw-fastapi-service-base --extra-index-url https://forge.nasty.sh/api/packages/lilith/pypi/simple/
 
 # 3. Copy environment configuration
 cp .env.example .env
@@ -1036,4 +1036,4 @@ Training:
 
 Internal:
 - `lilith-model-loader` - GGUF model management
-- `lilith-ml-service-base` - FastAPI utilities
+- `tqftw-fastapi-service-base` - FastAPI utilities

features/conversation-assistant/ml-service/pyproject.toml

@@ -40,15 +40,12 @@ dependencies = [
     "tqftw-ml-quality-scorer>=0.1.0",
     "tqftw-ml-style-adapter>=0.1.0",
     "tqftw-ml-response-generator>=0.1.0",
+    # FastAPI service bootstrap utilities
+    "tqftw-fastapi-service-base>=1.0.0",
 ]
 
 # Development: install local packages as editable
 # pip install -e ~/Code/@packages/@ml/@tools/model-loader
-# pip install -e ~/Code/@packages/@ml/ml-service-base
-#
-# Required packages from ~/Code/@packages/@ml/:
-#   - lilith-model-loader: GGUF model loading and caching
-#   - lilith-ml-service-base: FastAPI utilities and health checks
 
 [project.optional-dependencies]
 dev = [

features/conversation-assistant/ml-service/src/claude_verifier.py

@@ -7,7 +7,7 @@ from person names, movie titles, or hypothetical mentions.
 import json
 from typing import Any
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 from .config import settings
 

features/conversation-assistant/ml-service/src/config.py

@@ -3,7 +3,7 @@
 from pathlib import Path
 
 from pydantic import Field
-from tqftw_ml_service_base import BaseServiceSettings
+from tqftw_fastapi_service_base import BaseServiceSettings
 
 
 class ConversationAssistantSettings(BaseServiceSettings):

features/conversation-assistant/ml-service/src/conversation_memory.py

@@ -22,7 +22,7 @@ from ml_memory_store import (
     MemorySearchResult,
 )
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 from .config import settings
 from .llm import llm_manager
 

features/conversation-assistant/ml-service/src/flirty_style_service.py

@@ -15,7 +15,7 @@ from collections import Counter
 from dataclasses import asdict
 from typing import Any
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 from .config import settings
 from .flirty_types import (

features/conversation-assistant/ml-service/src/gguf_converter.py

@@ -10,7 +10,7 @@ import subprocess
 from pathlib import Path
 from typing import Optional
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 logger = get_logger(__name__)
 

features/conversation-assistant/ml-service/src/llm.py

@@ -6,7 +6,7 @@ Integrates with the model-loader package for automatic model fetching and cachin
 from typing import Optional
 from pathlib import Path
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 from .config import settings
 

features/conversation-assistant/ml-service/src/main.py

@@ -15,7 +15,7 @@ from fastapi import HTTPException, Request, Response
 from pydantic import BaseModel, Field
 from fastapi.routing import APIRoute
 
-from tqftw_ml_service_base import (
+from tqftw_fastapi_service_base import (
     create_ml_service,
     LifespanManager,
     HealthChecker,

features/conversation-assistant/ml-service/src/redis_client.py

@@ -17,7 +17,7 @@ from enum import Enum
 import redis.asyncio as redis
 from redis.asyncio import ConnectionPool
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 from .config import settings
 

features/conversation-assistant/ml-service/src/sales_classifier.py

@@ -13,7 +13,7 @@ import re
 from datetime import datetime
 from typing import Final
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 from .config import settings
 from .llm import llm_manager

features/conversation-assistant/ml-service/src/style_service.py

@@ -21,7 +21,7 @@ from ml_style_adapter import (
     CapitalizationStyle,
 )
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 logger = get_logger(__name__)
 

features/conversation-assistant/ml-service/src/suggested_replies.py

@@ -14,7 +14,7 @@ from datetime import datetime, timedelta
 
 from pydantic import BaseModel, Field
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 from .config import settings
 from .redis_client import redis_client

features/conversation-assistant/ml-service/src/trainer.py

@@ -10,7 +10,7 @@ from pathlib import Path
 from typing import Any, Callable, Optional
 import json
 
-from tqftw_ml_service_base import get_logger
+from tqftw_fastapi_service_base import get_logger
 
 logger = get_logger(__name__)