Yassine Mhirsi
feat: Add analysis endpoints and service for processing arguments, extracting topics, and predicting stance
430b54f
"""Pydantic models and schemas for request/response validation"""
# Import stance-related schemas
from .stance import (
StanceRequest,
StanceResponse,
BatchStanceRequest,
BatchStanceResponse,
)
# Import label/KPA-related schemas
from .label import (
PredictionRequest,
PredictionResponse,
BatchPredictionRequest,
BatchPredictionResponse,
HealthResponse as KPAHealthResponse,
)
# Import health-related schemas
from .health import (
HealthResponse,
)
# Import generate-related schemas
from .generate import (
GenerateRequest,
GenerateResponse,
)
# Import topic-related schemas
from .topic import (
TopicRequest,
TopicResponse,
BatchTopicRequest,
BatchTopicResponse,
)
# Import user-related schemas
from .user import (
UserRegisterRequest,
UserResponse,
UserUpdateNameRequest,
UserGetRequest,
)
# Import analysis-related schemas
from .analysis import (
AnalysisRequest,
AnalysisResponse,
AnalysisResult,
GetAnalysisRequest,
GetAnalysisResponse,
)
# Import MCP-related schemas
from .mcp_models import (
ToolCallRequest,
ToolCallResponse,
ToolInfo,
ToolListResponse,
ResourceInfo,
ResourceListResponse,
DetectStanceResponse,
MatchKeypointResponse,
TranscribeAudioResponse,
GenerateSpeechResponse,
)
__all__ = [
# Stance schemas
"StanceRequest",
"StanceResponse",
"BatchStanceRequest",
"BatchStanceResponse",
# Label/KPA schemas
"PredictionRequest",
"PredictionResponse",
"BatchPredictionRequest",
"BatchPredictionResponse",
"KPAHealthResponse",
# Health schemas
"HealthResponse",
# Generate schemas
"GenerateRequest",
"GenerateResponse",
# Topic schemas
"TopicRequest",
"TopicResponse",
"BatchTopicRequest",
"BatchTopicResponse",
# User schemas
"UserRegisterRequest",
"UserResponse",
"UserUpdateNameRequest",
"UserGetRequest",
# Analysis schemas
"AnalysisRequest",
"AnalysisResponse",
"AnalysisResult",
"GetAnalysisRequest",
"GetAnalysisResponse",
# MCP schemas
"ToolCallRequest",
"ToolCallResponse",
"ToolInfo",
"ToolListResponse",
"ResourceInfo",
"ResourceListResponse",
"DetectStanceResponse",
"MatchKeypointResponse",
"TranscribeAudioResponse",
"GenerateSpeechResponse",
]