add prod config

server/.env.example

@@ -1,4 +0,0 @@
-DATABASE_URI="sqlite:///database.db"
-LANGUAGE_MODEL_API="http://localhost:8080/v1"
-MODEL_NAME="SmolLM3-Q4_K_M.gguf"
-ORIGIN="http://localhost:5173"

server/requirements.txt

@@ -1,7 +1,14 @@
-fastapi==0.128.6
+# X86_V2 arch :
+# numpy<2.4.0
+fastapi[standard]==0.128.6
 sqlmodel==0.0.32
 python-dotenv==1.2.1
 openai==2.21.0
 spacy==3.8.11
+PyJWT>=2.11.0
 # python -m spacy download en_core_web_sm
 # python -m spacy download fr_core_news_sm
+argon2-cffi>=25.1.0
+pydantic-settings==2.13.1
+gunicorn==25.1.0
+mariadb==1.1.14

server/src/app/.env.example

@@ -0,0 +1,5 @@
+DATABASE_URI="sqlite:///database.db"
+LANGUAGE_MODEL_API="http://localhost:8080/v1"
+LANGUAGE_MODEL_NAME="SmolLM3-Q4_K_M.gguf"
+ORIGIN="http://localhost:5173"
+SECRET_KEY="xxxx" #generate secure random secret key: openssl rand -hex 32

server/src/app/api/v1/__init__.py

@@ -2,7 +2,11 @@ from fastapi import APIRouter
 
 from .knowledges import router as knowledge_router
 from .metrics import router as metric_router
+from .auth import router as auth_router
+from .questions import router as question_router
 
 router = APIRouter(prefix="/v1")
 router.include_router(knowledge_router)
+router.include_router(question_router)
 router.include_router(metric_router)
+router.include_router(auth_router)

server/src/app/api/v1/auth.py

@@ -0,0 +1,46 @@
+from typing import Annotated
+
+from fastapi import Depends, APIRouter, HTTPException, status
+from fastapi.security import OAuth2PasswordRequestForm
+
+from src.app.models.user import User, UserCreate
+from src.app.data.user import create_user, get_user_by_username
+
+from src.app.auth.dependancies import get_current_user, authenticate_user
+from src.app.auth.security import hash_password, create_access_token, verify_beyond_user_limit
+from src.app.auth.schemas import Token
+
+router = APIRouter(prefix="/auth", tags=["auth"])
+
+@router.post("/login")
+async def login(form_data: Annotated[OAuth2PasswordRequestForm, Depends()]) -> Token:
+    user = authenticate_user(form_data.username, form_data.password)
+    if not user:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Incorrect username or password",
+            headers={"WWW-Authenticate": "Bearer"},
+    )
+    access_token = create_access_token(data={"sub": user.username})
+    return Token(access_token=access_token, token_type="bearer")
+
+@router.get("/me")
+async def user(current_user: Annotated[str, Depends(get_current_user)]):
+    return current_user
+
+@router.post("/register")
+async def create(user_data: UserCreate):
+    if(verify_beyond_user_limit()):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="The user limit has been reached."
+        )
+    if get_user_by_username(user_data.username):
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail="Username already registered"
+        )
+    hashed_password = hash_password(user_data.plain_password)
+    user = User(username = user_data.username, hashed_password = hashed_password)
+    created_user = create_user(user)
+    return created_user

server/src/app/api/v1/knowledges.py

@@ -1,57 +1,72 @@
-from fastapi import APIRouter
+from typing import Annotated
+from fastapi import APIRouter, Depends, HTTPException, status
 
-from src.app.models.knowledge import Knowledge
+from src.app.auth.dependancies import get_current_user
+
+from src.app.models.knowledge import Knowledge, KnowledgeCreate
 from src.app.models.question import Question
 
-from src.app.crud.crud_knowledges import create_knowledge, read_knowledges, read_knowledge, update_knowledge, delete_knowledge
+from src.app.data.knowledge import create_knowledge, get_knowledges_by_user, get_knowledge_by_id
-from src.app.crud.crud_questions import read_questions as read_questions_crud, create_question
+#from src.app.data.knowledge update_knowledge, delete_knowledge
+from src.app.data.question import get_questions, create_question
 
 from src.app.services.language_generation import questions_generation
 
 #Added in __ini__
 router = APIRouter(tags=["knowledges"])
 
+@router.get("/knowledges/")
+def read(current_user: Annotated[str, Depends(get_current_user)]):
+    knowledges = get_knowledges_by_user(current_user)
+    return knowledges
+
+@router.get("/knowledges/{id}")
+def read(id: int, current_user: Annotated[str, Depends(get_current_user)]):
+    knowledge = get_knowledge_by_id(id, current_user)
+    return knowledge
+
 @router.post("/knowledges/")
-def create(knowledge: Knowledge):
+def create(knowledge_data: KnowledgeCreate, current_user: Annotated[str, Depends(get_current_user)]):
+    knowledge = Knowledge(content=knowledge_data.content, uri=knowledge_data.uri, user=current_user)
     created_knowledge = create_knowledge(knowledge)
     # if created_knowledge is None:
     #     raise NotFoundException("Failed to create knowledge")
     return created_knowledge
 
-@router.get("/knowledges/")
-def read():
-    knowledges = read_knowledges()
-    return knowledges
-
-@router.get("/knowledges/{id}")
-def read(id: int):
-    knowledge = read_knowledge(id)
-    return knowledge
-
-#TODO: adapt with correct pattern
-@router.post("/knowledges/{id}")
-def update(id: int, content: str, uri: str):
-    knowledge = update_knowledge(id, content, uri)
-    return knowledge
-
-@router.delete("/knowledges/{id}")
-def delete(id: int):
-    knowledge = delete_knowledge(id)
-    return knowledge
-
 @router.post("/knowledges/{id}/questions")
-def create_questions(id: int):
+def generate_questions(id: int, current_user: Annotated[str, Depends(get_current_user)]):
-    knowledge = read_knowledge(id)
+    knowledge: Knowledge = get_knowledge_by_id(id, current_user)
+    if not knowledge:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Forbidden. The requested knowledge is not available for the provided ID.",
+            headers={"WWW-Authenticate": "Bearer"},
+    )
     questions_raw = questions_generation(knowledge)
     for q in questions_raw:
-        question = Question(question = q, knowledge=knowledge)
+        question = Question(question = q, knowledge=knowledge, user=current_user)
         create_question(question)
     return questions_raw
 
 @router.get("/knowledges/{id}/questions")
-def read_questions(id: int):
+def read_questions(id: int, current_user: Annotated[str, Depends(get_current_user)]):
-    knowledge: Knowledge = read_knowledge(id)
+    knowledge: Knowledge = get_knowledge_by_id(id, current_user)
-    #questions = knowledge.questions
+    if not knowledge:
-    #TODO : refacto ?
+        raise HTTPException(
-    questions = read_questions_crud(knowledge)
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Forbidden. The requested knowledge is not available for the provided ID.",
+            headers={"WWW-Authenticate": "Bearer"},
+    )
+    questions = get_questions(knowledge)
     return questions
+
+#TODO: adapt with correct pattern
+# @router.post("/knowledges/{id}")
+# def update(id: int, content: str, uri: str):
+#     knowledge = update_knowledge(id, content, uri)
+#     return knowledge
+
+# @router.delete("/knowledges/{id}")
+# def delete(id: int):
+#     knowledge = delete_knowledge(id)
+#     return knowledge

server/src/app/api/v1/metrics.py

@@ -1,11 +1,15 @@
-from fastapi import APIRouter
+from typing import Annotated
+from fastapi import APIRouter, Depends
 
-from src.app.models.metric import Metric
+from src.app.models.metric import Metric, MetricCreate
-from src.app.crud.crud_metrics import create_metric
+from src.app.data.metric import create_metric
+
+from src.app.auth.dependancies import get_current_user
 
 router = APIRouter(tags=["metrics"])
 
-@router.post("/metrics/")
+# @router.post("/metrics/")
-def create(metric: Metric):
+# def create(metric_data: MetricCreate, current_user: Annotated[str, Depends(get_current_user)]):
-    created_metric: Metric = create_metric(metric)
+#     metric: Metric = Metric(question_id = metric_data.question_id, need_index = metric_data.need_index, user = current_user)
-    return created_metric
+#     created_metric: Metric = create_metric(metric)
+#     return created_metric

server/src/app/api/v1/questions.py

@@ -0,0 +1,38 @@
+from typing import Annotated
+from fastapi import APIRouter, Depends, HTTPException, status
+
+from src.app.auth.dependancies import get_current_user
+
+from src.app.models.question import Question
+from src.app.models.metric import Metric, MetricCreate
+
+from src.app.data.question import get_question_by_id
+from src.app.data.metric import get_metrics, create_metric
+
+#Added in __ini__
+router = APIRouter(tags=["questions"])
+
+@router.get("/questions/{id}/metrics")
+def read_questions(id: int, current_user: Annotated[str, Depends(get_current_user)]):
+    question: Question = get_question_by_id(id, current_user)
+    if not question:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Forbidden. The requested knowledge is not available for the provided ID.",
+            headers={"WWW-Authenticate": "Bearer"},
+    )
+    metrics = get_metrics(question)
+    return metrics
+
+@router.post("/questions/{id}/metrics")
+def create(id: int, metric_data: MetricCreate, current_user: Annotated[str, Depends(get_current_user)]):
+    question: Question = get_question_by_id(id, current_user)
+    if not question:
+        raise HTTPException(
+            status_code=status.HTTP_403_FORBIDDEN,
+            detail="Forbidden. The requested knowledge is not available for the provided ID.",
+            headers={"WWW-Authenticate": "Bearer"},
+    )
+    metric: Metric = Metric(question_id = id, need_index = metric_data.need_index, user = current_user)
+    created_metric: Metric = create_metric(metric)
+    return created_metric

server/src/app/auth/dependancies.py

@@ -0,0 +1,46 @@
+from typing import Annotated
+from fastapi import Depends, HTTPException, status
+from fastapi.security import OAuth2PasswordBearer
+from argon2 import PasswordHasher
+from argon2 import PasswordHasher
+
+from src.app.models.user import User
+from src.app.data.user import get_user_by_username
+from .schemas import TokenData
+from .security import verify_password, verify_token
+
+oauth2_scheme = OAuth2PasswordBearer(tokenUrl="/api/v1/auth/login")
+password_hasher = PasswordHasher()
+
+def authenticate_user(username: str, password: str):
+    user: User = get_user_by_username(username)
+    if not user:
+        # Add timing to prevent attack
+        password_hasher.hash(password)
+        return False
+    if not verify_password(password, user.hashed_password):
+        return False
+    return user
+
+async def get_current_user(token: Annotated[str, Depends(oauth2_scheme)]) -> User:
+    credentials_exception = HTTPException(
+        status_code=status.HTTP_401_UNAUTHORIZED,
+        detail="Could not validate credentials",
+        headers={"WWW-Authenticate": "Bearer"},
+    )
+    payload = verify_token(token, token_type="access")
+    if payload is None:
+        raise credentials_exception
+    
+    username = payload.get("sub")
+    if username is None:
+        raise credentials_exception
+    token_data = TokenData(username=username)
+    
+    user = get_user_by_username(username=token_data.username)
+    if user is None:
+        raise credentials_exception
+    
+    return user
+
+

server/src/app/auth/schemas.py

@@ -0,0 +1,8 @@
+from pydantic import BaseModel
+
+class Token(BaseModel):
+    access_token: str
+    token_type: str
+
+class TokenData(BaseModel):
+    username: str | None = None

server/src/app/auth/security.py

@@ -0,0 +1,47 @@
+from src.app.config import settings
+from typing import Optional, Sequence
+from src.app.models.user import User
+from datetime import timedelta, datetime, timezone
+from argon2 import PasswordHasher
+from argon2.exceptions import (
+    VerifyMismatchError,
+    VerificationError,
+    InvalidHashError,
+)
+import jwt
+from jwt.exceptions import InvalidTokenError
+from src.app.data.user import get_users
+
+password_hasher = PasswordHasher()
+
+def verify_password(plain_password: str, hashed_password: str) -> bool:
+    try:
+        return password_hasher.verify(hashed_password, plain_password)
+    except (VerifyMismatchError, VerificationError, InvalidHashError):
+        return False
+    
+def hash_password(password: str) -> str:
+    return password_hasher.hash(password)
+
+def create_access_token(data: dict):
+        expire = datetime.now(timezone.utc) + timedelta(minutes=settings.ACCESS_TOKEN_EXPIRE_MINUTES)
+        to_encode = data.copy()
+        to_encode.update({"exp": expire})
+        encoded_jwt = jwt.encode(to_encode, settings.SECRET_KEY, algorithm=settings.ALGORITHM)
+        return encoded_jwt
+
+def verify_token(token: str, token_type: str = "access") -> Optional[dict]:
+    try:
+        payload = jwt.decode(jwt = token, key = settings.SECRET_KEY, algorithms = [settings.ALGORITHM])
+        return payload
+    except InvalidTokenError:
+        return None
+
+def verify_beyond_user_limit() -> bool:
+    users: Sequence[User] = get_users()
+    if (len(users) >= settings.USER_LIMIT):
+        return True
+    else:
+        return False
+    
+#def create_refresh_token(data: dict) -> str:

server/src/app/config.py

@@ -0,0 +1,22 @@
+from pydantic_settings import BaseSettings
+from pydantic import Field
+
+class Settings(BaseSettings):
+    # Database
+    DATABASE_URI: str = Field("sqlite:///database.db", env='DATABASE_URI')  
+
+    # Language model
+    LANGUAGE_MODEL_API: str = Field("http://localhost:8080/v1", env='LANGUAGE_MODEL_API') 
+    LANGUAGE_MODEL_NAME: str = Field("SmolLM3-Q4_K_M.gguf", env='LANGUAGE_MODEL_NAME')  
+
+    # Security
+    ORIGIN: str = Field('http://localhost:5173', env='ORIGIN')
+    SECRET_KEY : str = Field('random_string', env='SECRET_KEY')
+    ACCESS_TOKEN_EXPIRE_MINUTES: int = 240
+    ALGORITHM: str = "HS256"
+    USER_LIMIT: int = 10
+
+    class Config:
+        env_file = ".env"
+
+settings = Settings()

server/src/app/crud/crud_knowledges.py

@@ -1,44 +0,0 @@
-from fastapi import Depends
-from sqlmodel import Session, select
-
-from src.app.models.knowledge import Knowledge
-from src.app.database import engine
-
-def create_knowledge(knowledge: Knowledge):
-    with Session(engine) as session:
-        session.add(knowledge)
-        session.commit()
-        session.refresh(knowledge)
-    return knowledge
-
-def read_knowledges():
-    with Session(engine) as session:
-        statement = select(Knowledge)
-        results = session.exec(statement)
-        knowledges = results.all()
-    return knowledges
-
-def read_knowledge(knowledge_id: int):
-    with Session(engine) as session:
-        #statement = select(Knowledge).where(Knowledge.id == knowledge_id)
-        #results = session.exec(statement)
-        #knowledge = results.first()
-        knowledge = session.get(Knowledge, knowledge_id)
-    return knowledge
-
-#TODO adapt logic with args
-def update_knowledge(knowledge_id: int, content: str, uri: str):
-    with Session(engine) as session:
-        knowledge = session.get(Knowledge, knowledge_id)
-        knowledge.content = content if content else knowledge.content
-        knowledge.uri = uri if uri else knowledge.uri 
-        
-        session.add(knowledge)
-        session.commit()
-        session.refresh(knowledge)
-
-def delete_knowledge(knowledge_id: int):
-    with Session(engine) as session:
-        knowledge = session.get(Knowledge, knowledge_id)
-        session.delete(knowledge)
-        session.commit()

server/src/app/data/knowledge.py

@@ -0,0 +1,60 @@
+from sqlmodel import Session, select
+
+from src.app.models.knowledge import Knowledge
+from src.app.models.user import User
+from src.app.database import engine
+
+def get_knowledge_by_id(knowledge_id: int, user: User):
+    with Session(engine) as session:
+        statement = select(Knowledge).where(Knowledge.id == knowledge_id, Knowledge.user_id == user.id)
+        results = session.exec(statement)
+        knowledge = results.first()
+    return knowledge
+
+# def get_knowledge_by_id(knowledge_id: int):
+#     with Session(engine) as session:
+#         knowledge = session.get(Knowledge, knowledge_id)
+#     return knowledge   
+
+# No filter by user
+def get_knowledges():
+    with Session(engine) as session:
+        statement = select(Knowledge)
+        results = session.exec(statement)
+        knowledges = results.all()
+    return knowledges
+
+def get_knowledges_by_user(user: User):
+    with Session(engine) as session:
+        statement = select(Knowledge).where(Knowledge.user_id == user.id)
+        results = session.exec(statement)
+        knowledges = results.all()
+    return knowledges
+
+def create_knowledge(knowledge: Knowledge):
+    with Session(engine) as session:
+        session.add(knowledge)
+        session.commit()
+        session.refresh(knowledge)
+    return knowledge
+
+#TODO adapt logic with args
+# No filter by user
+# Transform to update_knowledge(knowledge: Knowledge)
+# def update_knowledge(knowledge_id: int, content: str, uri: str):
+#     with Session(engine) as session:
+#         knowledge = session.get(Knowledge, knowledge_id)
+#         knowledge.content = content if content else knowledge.content
+#         knowledge.uri = uri if uri else knowledge.uri 
+        
+#         session.add(knowledge)
+#         session.commit()
+#         session.refresh(knowledge)
+#     return knowledge
+
+# No filter by user
+# def delete_knowledge(knowledge_id: int):
+#     with Session(engine) as session:
+#         knowledge = session.get(Knowledge, knowledge_id)
+#         session.delete(knowledge)
+#         session.commit()

server/src/app/data/metric.py

@@ -4,6 +4,18 @@ from src.app.models.metric import Metric
 from src.app.models.question import Question
 from src.app.database import engine
 
+def get_metric_by_id(metric_id: int):
+    with Session(engine) as session:
+        metric = session.get(Metric, metric_id)
+    return metric
+
+def get_metrics(question):
+    with Session(engine) as session:
+        statement = select(Metric).where(Metric.question_id == question.id)
+        results = session.exec(statement)
+        metrics = results.all()
+    return metrics
+
 def create_metric(metric: Metric):
     with Session(engine) as session:
         session.add(metric)
@@ -11,18 +23,6 @@ def create_metric(metric: Metric):
         session.refresh(metric)
     return metric
 
-def read_metrics(question):
-    with Session(engine) as session:
-        statement = select(Metric).where(Metric.question_id == question.id)
-        results = session.exec(statement)
-        metrics = results.all()
-    return metrics
-
-def read_metric(metric_id: int):
-    with Session(engine) as session:
-        metric = session.get(Metric, metric_id)
-    return metric
-
 def delete_metric(metric_id: int):
     with Session(engine) as session:
         metric = session.get(Metric, metric_id)

server/src/app/data/question.py

@@ -1,8 +1,28 @@
 from sqlmodel import Session, select
 
 from src.app.models.question import Question
+from src.app.models.user import User
 from src.app.database import engine
 
+def get_question_by_id(question_id: int, user: User):
+    with Session(engine) as session:
+        statement = select(Question).where(Question.id == question_id, Question.user_id == user.id)
+        results = session.exec(statement)
+        question = results.first()
+    return question
+
+# def get_question_by_id(question_id: int):
+#     with Session(engine) as session:
+#         question = session.get(Question, question_id)
+#     return question
+
+def get_questions(knowledge):
+    with Session(engine) as session:
+        statement = select(Question).where(Question.knowledge_id == knowledge.id)
+        results = session.exec(statement)
+        questions = results.all()
+    return questions
+
 def create_question(question: Question):
     with Session(engine) as session:
         session.add(question)
@@ -10,30 +30,6 @@ def create_question(question: Question):
         session.refresh(question)
     return question
 
-def read_questions(knowledge):
-    with Session(engine) as session:
-        statement = select(Question).where(Question.knowledge_id == knowledge.id)
-        results = session.exec(statement)
-        questions = results.all()
-    return questions
-
-def read_question(question_id: int):
-    with Session(engine) as session:
-        question = session.get(Question, question_id)
-    return question
-
-# #TODO adapt logic with args
-# def update_question(question_id: int, content: str, uri: str):
-#     with Session(engine) as session:
-#         question = session.get(Question, question_id)
-#         question.content = content if content else question.content
-#         question.uri = uri if uri else question.uri 
-        
-#         session.add(question)
-#         session.commit()
-#         session.refresh(question)
-
-#TODO : test
 def delete_question(question_id: int):
     with Session(engine) as session:
         question = session.get(Question, question_id)

server/src/app/data/user.py

@@ -0,0 +1,38 @@
+from sqlmodel import Session, select
+
+from src.app.models.user import User
+from src.app.database import engine
+
+def create_user(user: User):
+    with Session(engine) as session:
+        session.add(user)
+        session.commit()
+        session.refresh(user)
+    return user
+
+def get_user_by_username(username: str):
+    with Session(engine) as session:
+        statement = select(User).where(User.username == username)
+        results = session.exec(statement)
+        result = results.first()
+    return result
+
+def get_users():
+    with Session(engine) as session:
+        statement = select(User)
+        results = session.exec(statement)
+        users = results.all()
+    return users
+
+def update_user(user_id: int, username: str, hash: str):
+    with Session(engine) as session:
+        user = session.get(User, user_id)
+        user.username = username if username else user.username
+        user.hash = hash if hash else user.hash
+    return user
+
+def delete_user(user_id: int):
+    with Session(engine) as session:
+        user = session.get(User, user_id)
+        session.delete(user)
+        session.commit()

server/src/app/database.py

@@ -1,13 +1,8 @@
-import os
+from src.app.config import settings
-from dotenv import load_dotenv
 from sqlmodel import Session, SQLModel, create_engine
 
-load_dotenv()
-
-database_uri=os.environ.get("DATABASE_URI")
-
 connect_args = {"check_same_thread": False}
-engine = create_engine(database_uri, echo=True, connect_args=connect_args)
+engine = create_engine(settings.DATABASE_URI, echo=False, connect_args=connect_args)
 
 def create_db_and_tables():
     SQLModel.metadata.create_all(engine)

server/src/app/faker_seed.py

@@ -1,9 +1,9 @@
 from src.app.models.knowledge import Knowledge
-from src.app.crud.crud_knowledges import create_knowledge, read_knowledges, read_knowledge, update_knowledge, delete_knowledge
+from src.app.data.knowledge import create_knowledge
 from src.app.models.question import Question
-from src.app.crud.crud_questions import create_question, read_questions, read_question
+from src.app.data.question import create_question
 from src.app.models.metric import Metric
-from src.app.crud.crud_metrics import create_metric
+from src.app.data.metric import create_metric
 
 def faker():
     knowledge1 = Knowledge(content="La connaissance est une notion aux sens multiples, à la fois utilisée dans le langage courant et objet d'étude poussée de la part des sciences cognitives et des philosophes contemporains. ", uri="https://fr.wikipedia.org/wiki/Connaissance")
@@ -37,3 +37,4 @@ def faker():
     create_metric(metric3)
     create_metric(metric4)
     create_metric(metric5)
+

server/src/app/main.py

@@ -1,24 +1,23 @@
+from src.app.config import settings
 from contextlib import asynccontextmanager
-import os
-from dotenv import load_dotenv
 
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 
 from src.app.database import create_db_and_tables
 
+# Import models in app
 # TODO : best practice to manage models import
 from src.app.models.question import Question
 from src.app.models.knowledge import Knowledge
 from src.app.models.metric import Metric
+from src.app.models.user import User
 
 from .api import router
 
-#Test
+#Fake data
 from src.app.faker_seed import faker
 
-load_dotenv()
-
 #TODO : alternative @app.on_event("startup") ?
 @asynccontextmanager
 async def lifespan(app: FastAPI):
@@ -30,7 +29,7 @@ async def lifespan(app: FastAPI):
 app = FastAPI(lifespan=lifespan)
 app.include_router(router)
 
-origin = os.environ.get("ORIGIN")
+origin = settings.ORIGIN
 origins = [origin]
 
 app.add_middleware(

server/src/app/models/knowledge.py

@@ -1,5 +1,6 @@
 from sqlmodel import Field, SQLModel, Relationship
-#TODO : add pydantic validation
+from pydantic import BaseModel
+from src.app.models.user import User
 
 class Knowledge(SQLModel, table=True):
     id: int | None = Field(default=None, primary_key=True)
@@ -7,3 +8,10 @@ class Knowledge(SQLModel, table=True):
     uri: str = Field(index=True)
 
     questions: list["Question"] = Relationship(back_populates="knowledge", cascade_delete=True) # type: ignore
+
+    user_id: int | None = Field(default=None, foreign_key="user.id", ondelete="CASCADE")
+    user: User | None =  Relationship(back_populates="knowledges")
+
+class KnowledgeCreate(BaseModel):
+    content: str
+    uri:str

server/src/app/models/metric.py

@@ -1,7 +1,7 @@
 from sqlmodel import Field, SQLModel, Relationship
+from pydantic import BaseModel
 from src.app.models.question import Question
-
+from src.app.models.user import User
-#TODO : add pydantic validation
 
 class Metric(SQLModel, table=True):
     id: int | None = Field(default=None, primary_key=True)
@@ -10,3 +10,9 @@ class Metric(SQLModel, table=True):
     question: Question | None =  Relationship(back_populates="metrics")
     
     need_index: int
+
+    user_id: int | None = Field(default=None, foreign_key="user.id", ondelete="CASCADE")
+    user: User | None =  Relationship(back_populates="metrics")
+
+class MetricCreate(BaseModel):
+    need_index: int

server/src/app/models/question.py

@@ -1,6 +1,6 @@
 from sqlmodel import Field, SQLModel, Relationship
 from src.app.models.knowledge import Knowledge
-#TODO : add pydantic validation
+from src.app.models.user import User
 
 class Question(SQLModel, table=True):
     id: int | None = Field(default=None, primary_key=True)
@@ -10,3 +10,6 @@ class Question(SQLModel, table=True):
     knowledge: Knowledge | None =  Relationship(back_populates="questions")
 
     metrics: list["Metric"] = Relationship(back_populates="question", cascade_delete=True) # type: ignore
+
+    user_id: int | None = Field(default=None, foreign_key="user.id", ondelete="CASCADE")
+    user: User | None =  Relationship(back_populates="questions")

server/src/app/models/user.py

@@ -0,0 +1,16 @@
+from sqlmodel import Field, SQLModel, Relationship
+from pydantic import BaseModel
+
+class User(SQLModel, table=True):
+    id: int | None = Field(default=None, primary_key=True)
+    username: str
+    hashed_password: str
+    #is_active: bool
+
+    knowledges: list["Knowledge"] = Relationship(back_populates="user", cascade_delete=True) # type: ignore
+    questions: list["Question"] = Relationship(back_populates="user", cascade_delete=True) # type: ignore
+    metrics: list["Metric"] = Relationship(back_populates="user", cascade_delete=True) # type: ignore
+
+class UserCreate(BaseModel):
+    username: str
+    plain_password: str

server/src/app/services/language_generation.py

@@ -1,15 +1,11 @@
-import os
 import spacy
 
+from src.app.config import settings
 from openai import OpenAI
-from pydantic import BaseModel
 from src.app.models.knowledge import Knowledge
 
-language_model_api=os.environ.get("LANGUAGE_MODEL_API")
-model_name=os.environ.get("LANGUAGE_MODEL_NAME")
-
 client = OpenAI(
-    base_url=language_model_api,
+    base_url=settings.LANGUAGE_MODEL_API,
     api_key = "sk-no-key-required"
 )
 
@@ -18,12 +14,12 @@ nlp = spacy.load("fr_core_news_sm")
 def questions_generation(knowledge: Knowledge):
 
     context = "Texte : ```" + knowledge.content + "```"
-    instruction = "A partir du texte génère 3 questions :"
+    instruction = "A partir du texte génère 3 questions. Ces 3 questions vise à approfonfir (augmenter, intensifier, accroître, creuser) le texte. "
     prompt = context + "\n" + instruction
 
     #SLM processing
     response = client.responses.create(
-        model=model_name,
+        model=settings.LANGUAGE_MODEL_NAME,
         input=[
             {"role": "system", "content": "Question Generation"},
             {"role": "user", "content": prompt}],

user-interface/.env

@@ -1 +1,3 @@
+# PROD
+# VITE_API_URL=http://127.0.0.1:8082/
 VITE_API_URL=http://127.0.0.1:8000/

user-interface/index.html

@@ -4,7 +4,7 @@
     <meta charset="UTF-8">
     <link rel="icon" href="/favicon.ico">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Vite App</title>
+    <title>Manolia</title>
   </head>
   <body>
     <div id="app"></div>

user-interface/package-lock.json

@@ -8,6 +8,7 @@
       "name": "user-interface",
       "version": "0.0.0",
       "dependencies": {
+        "axios": "^1.13.6",
         "buefy": "^3.0.4",
         "pinia": "^3.0.4",
         "vue": "^3.5.27",
@@ -1250,9 +1251,9 @@
       }
     },
     "node_modules/@eslint/config-array/node_modules/minimatch": {
-      "version": "10.2.2",
+      "version": "10.2.4",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.2.2.tgz",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.2.4.tgz",
-      "integrity": "sha512-+G4CpNBxa5MprY+04MbgOw1v7So6n5JY166pFi9KfYwT78fxScCeSNQSNzp6dpPSW2rONOps6Ocam1wFhCgoVw==",
+      "integrity": "sha512-oRjTw/97aTBN0RHbYCdtF1MQfvusSIBQM0IZEgzl6426+8jSC0nF1a/GmnVLpfB9yyr6g6FTqWqiZVbxrtaCIg==",
       "dev": true,
       "license": "BlueOak-1.0.0",
       "dependencies": {
@@ -3278,7 +3279,6 @@
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
       "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/at-least-node": {
@@ -3309,10 +3309,9 @@
       "license": "MIT"
     },
     "node_modules/axios": {
-      "version": "1.13.5",
+      "version": "1.13.6",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.13.5.tgz",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.13.6.tgz",
-      "integrity": "sha512-cz4ur7Vb0xS4/KUN0tPWe44eqxrIu31me+fbang3ijiNscE129POzipJJA6zniq2C/Z6sJCjMimjS8Lc/GAs8Q==",
+      "integrity": "sha512-ChTCHMouEe2kn713WHbQGcuYrr6fXTBiu460OTwWrWob16g1bXn4vtz07Ope7ewMozJAnEquLk5lWQWtBig9DQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "follow-redirects": "^1.15.11",
@@ -3324,7 +3323,6 @@
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
       "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==",
-      "dev": true,
       "license": "MIT"
     },
     "node_modules/balanced-match": {
@@ -3564,7 +3562,6 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
       "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "es-errors": "^1.3.0",
@@ -3798,7 +3795,6 @@
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
       "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "delayed-stream": "~1.0.0"
@@ -4125,7 +4121,6 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
       "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=0.4.0"
@@ -4135,7 +4130,6 @@
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz",
       "integrity": "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "call-bind-apply-helpers": "^1.0.1",
@@ -4172,15 +4166,15 @@
       }
     },
     "node_modules/editorconfig": {
-      "version": "1.0.4",
+      "version": "1.0.7",
-      "resolved": "https://registry.npmjs.org/editorconfig/-/editorconfig-1.0.4.tgz",
+      "resolved": "https://registry.npmjs.org/editorconfig/-/editorconfig-1.0.7.tgz",
-      "integrity": "sha512-L9Qe08KWTlqYMVvMcTIvMAdl1cDUubzRNYL+WfA4bLDMHe4nemKkpmYzkznE1FwLKu0EEmy6obgQKzMJrg4x9Q==",
+      "integrity": "sha512-e0GOtq/aTQhVdNyDU9e02+wz9oDDM+SIOQxWME2QRjzRX5yyLAuHDE+0aE8vHb9XRC8XD37eO2u57+F09JqFhw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
         "@one-ini/wasm": "0.1.1",
         "commander": "^10.0.0",
-        "minimatch": "9.0.1",
+        "minimatch": "^9.0.1",
         "semver": "^7.5.3"
       },
       "bin": {
@@ -4190,23 +4184,6 @@
         "node": ">=14"
       }
     },
-    "node_modules/editorconfig/node_modules/balanced-match": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
-      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
-      "dev": true,
-      "license": "MIT"
-    },
-    "node_modules/editorconfig/node_modules/brace-expansion": {
-      "version": "2.0.2",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz",
-      "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "balanced-match": "^1.0.0"
-      }
-    },
     "node_modules/editorconfig/node_modules/commander": {
       "version": "10.0.1",
       "resolved": "https://registry.npmjs.org/commander/-/commander-10.0.1.tgz",
@@ -4217,22 +4194,6 @@
         "node": ">=14"
       }
     },
-    "node_modules/editorconfig/node_modules/minimatch": {
-      "version": "9.0.1",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.1.tgz",
-      "integrity": "sha512-0jWhJpD/MdhPXwPuiRkCbfYfSKp2qnn2eOc279qI7f+osl/l+prKSrvhg157zSYvx/1nmgn2NqdT6k2Z7zSH9w==",
-      "dev": true,
-      "license": "ISC",
-      "dependencies": {
-        "brace-expansion": "^2.0.1"
-      },
-      "engines": {
-        "node": ">=16 || 14 >=14.17"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/isaacs"
-      }
-    },
     "node_modules/electron-to-chromium": {
       "version": "1.5.302",
       "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.302.tgz",
@@ -4298,7 +4259,6 @@
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       "resolved": "https://registry.npmjs.org/es-define-property/-/es-define-property-1.0.1.tgz",
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-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.4"
@@ -4308,7 +4268,6 @@
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       "resolved": "https://registry.npmjs.org/es-errors/-/es-errors-1.3.0.tgz",
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-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.4"
@@ -4325,7 +4284,6 @@
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       "resolved": "https://registry.npmjs.org/es-object-atoms/-/es-object-atoms-1.1.1.tgz",
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "es-errors": "^1.3.0"
@@ -4338,7 +4296,6 @@
       "version": "2.1.0",
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "es-errors": "^1.3.0",
@@ -4588,9 +4545,9 @@
       }
     },
     "node_modules/eslint/node_modules/minimatch": {
-      "version": "10.2.2",
+      "version": "10.2.4",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.2.2.tgz",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.2.4.tgz",
-      "integrity": "sha512-+G4CpNBxa5MprY+04MbgOw1v7So6n5JY166pFi9KfYwT78fxScCeSNQSNzp6dpPSW2rONOps6Ocam1wFhCgoVw==",
+      "integrity": "sha512-oRjTw/97aTBN0RHbYCdtF1MQfvusSIBQM0IZEgzl6426+8jSC0nF1a/GmnVLpfB9yyr6g6FTqWqiZVbxrtaCIg==",
       "dev": true,
       "license": "BlueOak-1.0.0",
       "dependencies": {
@@ -4965,7 +4922,6 @@
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       "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.11.tgz",
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-      "dev": true,
       "funding": [
         {
           "type": "individual",
@@ -5026,7 +4982,6 @@
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "asynckit": "^0.4.0",
@@ -5081,7 +5036,6 @@
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       "resolved": "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz",
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-      "dev": true,
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/ljharb"
@@ -5101,7 +5055,6 @@
       "version": "1.3.0",
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "call-bind-apply-helpers": "^1.0.2",
@@ -5126,7 +5079,6 @@
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "dunder-proto": "^1.0.1",
@@ -5230,7 +5182,6 @@
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-      "dev": true,
       "license": "MIT",
       "engines": {
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@@ -5260,7 +5211,6 @@
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-      "dev": true,
       "license": "MIT",
       "engines": {
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@@ -5273,7 +5223,6 @@
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
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@@ -5306,7 +5255,6 @@
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-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "function-bind": "^1.1.2"
@@ -6174,7 +6122,6 @@
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-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.4"
@@ -6231,7 +6178,6 @@
       "version": "1.52.0",
       "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
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-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.6"
@@ -6241,7 +6187,6 @@
       "version": "2.1.35",
       "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
       "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "mime-db": "1.52.0"
@@ -6261,13 +6206,13 @@
       }
     },
     "node_modules/minimatch": {
-      "version": "9.0.6",
+      "version": "9.0.9",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.6.tgz",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.9.tgz",
-      "integrity": "sha512-kQAVowdR33euIqeA0+VZTDqU+qo1IeVY+hrKYtZMio3Pg0P0vuh/kwRylLUddJhB6pf3q/botcOvRtx4IN1wqQ==",
+      "integrity": "sha512-OBwBN9AL4dqmETlpS2zasx+vTeWclWzkblfZk7KTA5j3jeOONz/tRCnZomUyvNg83wL5Zv9Ss6HMJXAgL8R2Yg==",
       "dev": true,
       "license": "ISC",
       "dependencies": {
-        "brace-expansion": "^5.0.2"
+        "brace-expansion": "^2.0.2"
       },
       "engines": {
         "node": ">=16 || 14 >=14.17"
@@ -6276,6 +6221,23 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
+    "node_modules/minimatch/node_modules/balanced-match": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
+      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/minimatch/node_modules/brace-expansion": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz",
+      "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "balanced-match": "^1.0.0"
+      }
+    },
     "node_modules/minimist": {
       "version": "1.2.8",
       "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.8.tgz",

user-interface/package.json

@@ -19,6 +19,7 @@
     "format": "prettier --write --experimental-cli src/"
   },
   "dependencies": {
+    "axios": "^1.13.6",
     "buefy": "^3.0.4",
     "pinia": "^3.0.4",
     "vue": "^3.5.27",

user-interface/src/App.vue

@@ -17,18 +17,17 @@ import AppTopbar from '@/components/AppTopbar.vue'
 
 <style>
 #app {
-  background-color: #FFF4EA;
   padding-inline: 5%;
-  height: 100vh;
+  padding-top: 8px;
-}
+  padding-bottom: 32px;
+  min-height: 100vh;
 
-/* main {
+  display: flex;
-  height: 100%;
+  flex-direction: column;
 }
-
+main{
-@media screen and (min-width: 768px) {
+  flex: 1;
-  #app {
+  display: flex;
-    height: 100vh;
+  flex-direction: column;
 }
-} */
 </style>

user-interface/src/assets/fonts.css

@@ -0,0 +1,6 @@
+@font-face{
+    font-family:"Exo-Black";
+    src: local("Exo-Black"), url("./fonts/Exo-Black.ttf");
+    format: "truetype";
+    font-weight: black;
+}

user-interface/src/assets/global.css

@@ -0,0 +1,37 @@
+body{
+    background-color: #FFF4EA;
+    min-height: 100vh;
+}
+
+.container{
+    background-color: #ffffff;
+    border-radius: 16px;
+    padding: 34px;
+    height: 100%;
+    display: flex;
+    flex-direction: column;
+    gap: 16px;
+}
+
+.title-container{
+    display: flex;
+    flex-direction: row;
+    margin-bottom: 16px;
+    gap: 8px;
+
+    .title-icon{
+        display: flex;
+        justify-content: center;
+        align-items: center;
+        padding: 4px;
+        border-radius: 8px;
+        background-color: #ebebeb;
+        img{
+            width: 24px;
+            height: 24px;
+        }
+    }
+    h2 {
+        font-size: large;
+    }
+}

user-interface/src/assets/svg/a-b-2.svg

@@ -0,0 +1,22 @@
+<!--
+tags: [test, visual, user]
+version: "1.76"
+unicode: "f25f"
+-->
+<svg
+  xmlns="http://www.w3.org/2000/svg"
+  width="32"
+  height="32"
+  viewBox="0 0 24 24"
+  fill="none"
+  stroke="#000000"
+  stroke-width="1"
+  stroke-linecap="round"
+  stroke-linejoin="round"
+>
+  <path d="M16 21h3c.81 0 1.48 -.67 1.48 -1.48l.02 -.02c0 -.82 -.69 -1.5 -1.5 -1.5h-3v3z" />
+  <path d="M16 15h2.5c.84 -.01 1.5 .66 1.5 1.5s-.66 1.5 -1.5 1.5h-2.5v-3z" />
+  <path d="M4 9v-4c0 -1.036 .895 -2 2 -2s2 .964 2 2v4" />
+  <path d="M2.99 11.98a9 9 0 0 0 9 9m9 -9a9 9 0 0 0 -9 -9" />
+  <path d="M8 7h-4" />
+</svg>

user-interface/src/assets/svg/check.svg

@@ -0,0 +1,19 @@
+<!--
+category: System
+tags: [tick, "yes", confirm]
+version: "1.0"
+unicode: "ea5e"
+-->
+<svg
+  xmlns="http://www.w3.org/2000/svg"
+  width="32"
+  height="32"
+  viewBox="0 0 24 24"
+  fill="none"
+  stroke="#000000"
+  stroke-width="1"
+  stroke-linecap="round"
+  stroke-linejoin="round"
+>
+  <path d="M5 12l5 5l10 -10" />
+</svg>

user-interface/src/assets/svg/file-description.svg

@@ -0,0 +1,22 @@
+<!--
+tags: [text, paper, report, details, job]
+category: Document
+version: "1.55"
+unicode: "f028"
+-->
+<svg
+  xmlns="http://www.w3.org/2000/svg"
+  width="32"
+  height="32"
+  viewBox="0 0 24 24"
+  fill="none"
+  stroke="#000000"
+  stroke-width="1"
+  stroke-linecap="round"
+  stroke-linejoin="round"
+>
+  <path d="M14 3v4a1 1 0 0 0 1 1h4" />
+  <path d="M17 21h-10a2 2 0 0 1 -2 -2v-14a2 2 0 0 1 2 -2h7l5 5v11a2 2 0 0 1 -2 2z" />
+  <path d="M9 17h6" />
+  <path d="M9 13h6" />
+</svg>

user-interface/src/assets/svg/file-import.svg

@@ -0,0 +1,20 @@
+<!--
+tags: [arrow, data, paper, document, format]
+category: Document
+version: "1.37"
+unicode: "edea"
+-->
+<svg
+  xmlns="http://www.w3.org/2000/svg"
+  width="32"
+  height="32"
+  viewBox="0 0 24 24"
+  fill="none"
+  stroke="#000000"
+  stroke-width="1"
+  stroke-linecap="round"
+  stroke-linejoin="round"
+>
+  <path d="M14 3v4a1 1 0 0 0 1 1h4" />
+  <path d="M5 13v-8a2 2 0 0 1 2 -2h7l5 5v11a2 2 0 0 1 -2 2h-5.5m-9.5 -2h7m-3 -3l3 3l-3 3" />
+</svg>

user-interface/src/assets/svg/message-circle-star.svg

@@ -0,0 +1,19 @@
+<!--
+category: Communication
+version: "2.10"
+unicode: "f980"
+-->
+<svg
+  xmlns="http://www.w3.org/2000/svg"
+  width="32"
+  height="32"
+  viewBox="0 0 24 24"
+  fill="none"
+  stroke="#000000"
+  stroke-width="1"
+  stroke-linecap="round"
+  stroke-linejoin="round"
+>
+  <path d="M10.517 19.869a9.757 9.757 0 0 1 -2.817 -.869l-4.7 1l1.3 -3.9c-2.324 -3.437 -1.426 -7.872 2.1 -10.374c3.526 -2.501 8.59 -2.296 11.845 .48c1.666 1.421 2.594 3.29 2.747 5.21" />
+  <path d="M17.8 20.817l-2.172 1.138a.392 .392 0 0 1 -.568 -.41l.415 -2.411l-1.757 -1.707a.389 .389 0 0 1 .217 -.665l2.428 -.352l1.086 -2.193a.392 .392 0 0 1 .702 0l1.086 2.193l2.428 .352a.39 .39 0 0 1 .217 .665l-1.757 1.707l.414 2.41a.39 .39 0 0 1 -.567 .411l-2.172 -1.138z" />
+</svg>

user-interface/src/assets/svg/question-mark.svg

@@ -0,0 +1,19 @@
+<!--
+tags: [sign, symbol, ask, sentence, word, letters, "?"]
+version: "1.16"
+unicode: "ec9d"
+-->
+<svg
+  xmlns="http://www.w3.org/2000/svg"
+  width="32"
+  height="32"
+  viewBox="0 0 24 24"
+  fill="none"
+  stroke="#000000"
+  stroke-width="1"
+  stroke-linecap="round"
+  stroke-linejoin="round"
+>
+  <path d="M8 8a3.5 3 0 0 1 3.5 -3h1a3.5 3 0 0 1 3.5 3a3 3 0 0 1 -2 3a3 4 0 0 0 -2 4" />
+  <path d="M12 19l0 .01" />
+</svg>

user-interface/src/components/AppTopbar.vue

@@ -1,29 +1,33 @@
+<script setup lang="ts">
+  import { BNavbar, BNavbarItem } from "buefy";
+</script>
+
 <template>
-    <div class="topbar-container">
+    <b-navbar class="navbar" shadow >
-        <div class="logo-container">
+      <template #brand>
+         <b-navbar-item tag="router-link" :to="{ path: '/' }" id="brand">
                     <img class="logo" src="../assets/svg/manolia-logo.svg" alt="Manolia logo" />
-            <span>MANOLIA</span>
+                    <h1 class="title">MANOLIA</h1>
-        </div>
+          </b-navbar-item>
-    </div>
+      </template>
+    </b-navbar>
 </template>
 
 <style scoped>
-.topbar-container {
+  .navbar{
+    border-radius: 16px;
+    margin-bottom: 24px;
     height: 4rem;
-  width: 100%;
-  display: flex;
-  align-items: center;
-  justify-content: left;
   }
-.logo-container {
-  width: 20rem;
-  display: flex;
-  align-items: center;
-  gap: 0.5rem;
 
-  img {
+  #brand:hover, #brand:focus, #brand:active{
-    width: 2rem;
+    background-color: inherit;
   }
+
+  .title{
+    font-size: 1.5rem;
+    font-family: "Exo-Black";
   }
 
+
 </style>

user-interface/src/components/CollectKnowledge.vue

@@ -1,12 +1,14 @@
 <script setup lang="ts">
-    import { BField, BInput, BButton, useToast } from "buefy";
+    import { BField, BInput, BButton, useToast } from "buefy"
-    import { apiClient } from "@/services/api";
+    import api from "@/services/api"
-    import { ref } from "vue";
+    import type { AxiosResponse } from "axios"
+    import { ref } from "vue"
 
-    import type { Knowledge } from "@/types/types";
+    import type { Knowledge, KnowledgeCreate } from "@/types/types"
     import { useStepStore } from '@/stores/step'
     import { useItemStore } from '@/stores/item'
 
+
     const stepStore = useStepStore()
     const itemStore = useItemStore()
 
@@ -16,16 +18,16 @@
     const Toast = useToast()
 
     async function postKnowledge(){
-        const knowledge: Knowledge = {
+        const knowledge: KnowledgeCreate = {
-            id: null,
             content: knowledgeModel.value,
             uri: uriModel.value
         }
         if(validation(knowledge)){
             try {
-                const response: Knowledge = await apiClient.post("api/v1/knowledges/", knowledge)
+                const response: AxiosResponse = await api.post("api/v1/knowledges/", knowledge)
+                const knowledge_data: Knowledge = response.data
                 Toast.open({message: "Knowledge collected", type: "is-success"})
-                itemStore.$patch({ knowledge:response })
+                itemStore.$patch({ knowledge: knowledge_data })
                 stepStore.nextStep()
             }
             catch {
@@ -34,7 +36,7 @@
         }
     }
 
-    function validation(knowledge: Knowledge){
+    function validation(knowledge: KnowledgeCreate){
         return knowledge.content && knowledge.uri
     }
 
@@ -42,12 +44,39 @@
 
 <template>
 <div class="container">
-    <h2>Collect Knowledge</h2>
+    <div class="title-container">
-    <b-field label="Knowledge">
+        <div class="title-icon">
+            <img src="../assets/svg/file-import.svg" alt="file import" />
+        </div>
+        <h2>Collecter une connaissance</h2>
+    </div>
+    <div class="body-container">
+        <div>
+            <ul class="list">
+                <li class="list-item">
+                    <span class="list-index">1</span>
+                    <p>Dans votre base de connaissances, identifiez un texte contenant de l'incertitude.</p>
+                </li>
+                <li class="list-item">
+                    <span class="list-index">2</span>
+                    <p>Selectionnez la partie du texte qui nécessite des précisions et copiez/coller vers le formulaire.</p>
+                </li>
+                <li class="list-item">
+                    <span class="list-index">3</span>
+                    <p>Selectionnez l'URI où se trouve la connaissance et copiez/coller vers le formulaire.</p>
+                </li>
+                <li class="list-item">
+                    <span class="list-index">4</span>
+                    <p>Partager via le formulaire.</p>
+                </li>
+            </ul>
+        </div>
+        <div class="form">
+            <b-field label="Connaissance">
             <!-- @vue-ignore -->
             <b-input
                 v-model="knowledgeModel"
-        placeholder="Knowledge is an awareness of facts, a familiarity with individuals and situations, or a practical skill."
+                placeholder="La connaissance est une notion aux sens multiples, à la fois utilisée dans le langage courant et objet d'étude poussée de la part des sciences cognitives et des philosophes contemporains."
                 maxlength="1200" 
                 type="textarea" 
                 required
@@ -57,7 +86,7 @@
                 <!-- @vue-ignore -->
                 <b-input 
                     v-model="uriModel" 
-            placeholder="en.wikipedia.org/wiki/Knowledge"
+                    placeholder="fr.wikipedia.org/wiki/Connaissance"
                     maxlength="100"
                     required
                 ></b-input>
@@ -65,24 +94,52 @@
             <div class="btn-container">
                 <b-field>
                 <div class="control">
-            <b-button type="is-primary" @click="postKnowledge" >Share</b-button>
+                    <b-button type="is-primary" @click="postKnowledge" >Partager</b-button>
                 </div>
                 </b-field>
             </div>
         </div>
+    </div>
+</div>
 
 </template>
 
 <style scoped>
-    .container{
+    .body-container{
-        background-color: #ffffff;
+        display: flex;
-        border-radius: 16px;
+        flex-direction: column;
-        padding: 34px;
+        gap: 48px;
     }
-
     .btn-container{
+        height: 100%;
         display: flex;
         justify-content: end;
     }
+    .list{
+        padding-left: 24px;
+        display: flex;
+        flex-direction: column;
+        gap: 16px;
+    }
+    .list-item{
+        display: flex;
+        flex-direction: raw;
+        align-items: center;
+        gap: 8px;
+    }
+    .list-index{
+        display: flex;
+        justify-content: center;
+        align-items: center;
+        width: 24px;
+        height: 24px;
+        border: 1px solid #D6D9E0;
+        border-radius: 4px;
+    }
+    .form{
+        border: 1px solid #D6D9E0;
+        padding: 24px;
+        border-radius: 16px;
+    }
 
 </style>

user-interface/src/components/EvaluateQuestion.vue

@@ -1,45 +1,55 @@
 <script setup lang="ts">
-    import { ref } from "vue";
+    import { onBeforeMount, ref, watch } from "vue";
-    import { onBeforeMount } from 'vue'
-    import type { Knowledge } from "@/types/types";
-    import type { Question } from "@/types/types";
-    import type { Metric } from "@/types/types";
 
-    //import { useStepStore } from '@/stores/step'
+    import type { Knowledge, Question, MetricCreate, Metric } from "@/types/types"
+    import { BCollapse, BSlider } from "buefy";
+
+    import { useStepStore } from '@/stores/step'
     import { useItemStore } from '@/stores/item'
 
-    import { apiClient } from "@/services/api";
+    import api from "@/services/api"
+    import type { AxiosResponse } from "axios";
 
-    //const stepStore = useStepStore()
+    const stepStore = useStepStore()
     const itemStore = useItemStore()
 
     const questions = ref<Question[]>()
     const metrics = ref<Metric[]>([])
 
     onBeforeMount(async () => {
-        if(itemStore.knowledge != undefined){
+        if(!itemStore.knowledge){
-            questions.value = await getQuestions(itemStore.knowledge)
-        }
-        else{
             throw new Error("There is no knowledge element in itemStore.");
         }
-        if(questions.value != undefined){
+        questions.value = await getQuestions(itemStore.knowledge)
-            initializeMetrics(questions.value)
+
-        }
+        if(!questions.value){
-        else{
             throw new Error("There is no questions element from API.");
         }
+        initializeMetrics(questions.value)
+    })
 
+    watch( () => itemStore.knowledge, async () =>{
+        metrics.value = []
+        if(!itemStore.knowledge){
+            throw new Error("There is no knowledge element in itemStore.");
+        }
+        questions.value = await getQuestions(itemStore.knowledge)
+
+        if(!questions.value){
+            throw new Error("There is no questions element from API.");
+        }
+        initializeMetrics(questions.value)
     })
 
     async function getQuestions(knowledge: Knowledge): Promise<Question[]>{
-        return apiClient.get(`api/v1/knowledges/${knowledge.id}/questions`)
+        const response: AxiosResponse = await api.get(`api/v1/knowledges/${knowledge.id}/questions`)
+        const questions: Question[] = response.data
+        return questions
     }
 
     function initializeMetrics(questions: Question[]){
         questions.forEach((q)=>{
               const metric: Metric = {
-                //id: null,
                 question_id: q.id!,
                 need_index: -1
             }
@@ -52,24 +62,73 @@
             return metrics.value.findIndex((metric) => metric.question_id === question.id)
         }
         else{
-            throw new Error("The is no metrics element");
+            throw new Error("The is no metrics element")
         }
     }
 
     async function postMetrics(){
         console.log( metrics.value)
         metrics.value?.forEach(async (metric) => {
-            await apiClient.post(`api/v1/metrics/`, metric)
+            const metricCreate: MetricCreate = { need_index: metric.need_index }
+            const response = await api.post(`api/v1/questions/${metric.question_id}/metrics`, metricCreate)
+            // eslint-disable-next-line @typescript-eslint/no-unused-vars
+            const metric_data = response.data
         })
+        stepStore.nextStep()
     }
 </script>
 
 <template>
     <div class="container">
-        <h2>Evaluate Questions</h2>
+        <div class="title-container">
-        <ul>
+            <div class="title-icon">
-            <li v-for="(question, index) in questions" :key="index">
+                <img src="../assets/svg/message-circle-star.svg" alt="evaluate icon" />
-                <p>{{ question.question }}</p>
+            </div>
+            <h2>Evaluer les questions</h2>
+        </div>
+        <div>
+            <ul class="list">
+                <li class="list-item">
+                    <span class="list-index">1</span>
+                    <p>Un ensemble de questions a été généré à partir d'une connaissance que vous avez saisie (ci-dessous).</p>
+                </li>
+                <li class="list-item">
+                    <span class="list-index">2</span>
+                    <p>Mise en situation : si vous deviez vous adresser à une personne capable d'améliorer la connaissance incertaine, la question générée serait-elle pertinente ?</p>
+                </li>
+                <li class="list-item">
+                    <span class="list-index">3</span>
+                    <p>Evaluez de 0 à 100, pour chaque question, la pertinence de celle-ci.</p>
+                </li>
+            </ul>
+        </div>
+        <b-collapse class="card" animation="slide" aria-id="contentIdForA11y3">
+            <template #trigger="props">
+                <div
+                    class="card-header"
+                    role="button"
+                    aria-controls="contentIdForA11y3"
+                    :aria-expanded="props.open"
+                >
+                    <p class="card-header-title">Connaissance</p>
+                    <a class="card-header-icon">
+                        {{ props.open ? "▲" : "▼" }}
+                    </a>
+                </div>
+            </template>
+
+            <div class="card-content">
+                <div class="content">
+                    {{ itemStore.knowledge?.content }}
+                </div>
+            </div>
+        </b-collapse>
+        <ul class="question-list">
+            <li v-for="(question, index) in questions?.slice(0,3)" :key="index" class="question-list-item">
+                <div class="question">
+                    <img src="../assets/svg/question-mark.svg" alt="question-mark " />
+                    {{ question.question }}
+                </div>
                 <b-field>
                     <b-slider v-model="metrics![getIndexMetrics(question)]!.need_index"></b-slider>
                 </b-field>
@@ -78,7 +137,7 @@
         <div class="btn-container">
             <b-field>
             <div class="control">
-                <b-button type="is-primary" @click="postMetrics" >Share</b-button>
+                <b-button type="is-primary" @click="postMetrics" >Partager</b-button>
             </div>
             </b-field>
         </div>
@@ -86,13 +145,57 @@
 </template>
 
 <style scoped>
-    .container{
-        background-color: #ffffff;
-        border-radius: 16px;
-        padding: 34px;
-    }
     .btn-container{
             display: flex;
             justify-content: end;
         }
+    .list{
+        padding-left: 24px;
+        display: flex;
+        flex-direction: column;
+        gap: 16px;
+    }
+    .list-item{
+        display: flex;
+        flex-direction: raw;
+        align-items: center;
+        gap: 8px;
+    }
+    .list-index{
+        display: flex;
+        justify-content: center;
+        align-items: center;
+        width: 24px;
+        height: 24px;
+        border: 1px solid #D6D9E0;
+        border-radius: 4px;
+    }
+    .card-header{
+        box-shadow: none;
+    }
+    .card{
+        box-shadow: none;
+        border: 1px solid #D6D9E0;
+    }
+    .question-list{
+        display: flex;
+        flex-direction: column;
+        gap: 12px;
+    }
+    .question-list-item{
+        padding: 24px;
+        border: 1px solid #D6D9E0;
+        border-radius: 16px;
+    }
+    .question{
+        background-color: #ebebeb;
+        display: flex;
+        align-items: center;
+        gap: 8px;
+        padding: 8px;
+        border-radius: 4px;
+        img{
+            border-right: 1px solid;
+        }
+    }
 </style>

user-interface/src/components/GenerateQuestion.vue

@@ -3,10 +3,12 @@
     import { BProgress } from "buefy";
     import type { Knowledge } from "@/types/types";
 
-    import { apiClient } from "@/services/api";
+    import api from "@/services/api";
     import { useItemStore } from '@/stores/item'
     import { useStepStore } from '@/stores/step'
 
+    import { ProcessStep } from '@/services/knowledgeWorklow'
+
     const stepStore = useStepStore()
     const itemStore = useItemStore()
 
@@ -17,22 +19,29 @@
     })
     
     async function generateQuestions (knowledge: Knowledge) {
-        await apiClient.post(`api/v1/knowledges/${knowledge.id}/questions`, null)
+        await api.post(`api/v1/knowledges/${knowledge.id}/questions`)
+        if(stepStore.indexStep == ProcessStep.WaitGeneration)
             stepStore.nextStep()
     }
 </script>
 
 <template>
     <div class="container">
-        <h2>Generation</h2>
+        <div class="title-container">
+            <div class="title-icon">
+                <img src="../assets/svg/a-b-2.svg" alt="generation icon" />
+            </div>
+            <h2>Génération de questions</h2>
+        </div>
+        <p>La génération par Small Language Model (SML) peut prendre plusieurs minutes, nous éxécutons le modèle sur CPU.</p>
+        <p>En attendant, vous pouvez ajouter des nouvelles connaissances.</p>
+        <div>
+                <img src="../assets/svg/neural-network.svg" alt="neural network" />
+            </div>
         <b-progress></b-progress>
     </div>
 </template>
 
 <style scoped>
-.container{
+
-    background-color: #ffffff;
-    border-radius: 16px;
-    padding: 34px;
-}
 </style>

user-interface/src/components/ReadKnowledges.vue

@@ -1,17 +1,149 @@
 <script setup lang="ts">
+    import { reactive, onMounted, onBeforeMount } from "vue"
+    import api from "@/services/api"
+    import { BButton } from "buefy"
+    import { identifyProcessStep, ProcessStep }from "@/services/knowledgeWorklow"
+    
+    import type { AxiosResponse } from "axios"
+    import type { Knowledge } from "@/types/types"
+
+    import { useStepStore } from '@/stores/step'
+    import { useItemStore } from '@/stores/item'
+
+    const stepStore = useStepStore()
+    const itemStore = useItemStore()
+
+    interface KnowledgesWorkflow {
+        knowledge: Knowledge,
+        processStep: ProcessStep,
+        isSelected: boolean
+    }
+
+    const knowledgesWorkflow = reactive<KnowledgesWorkflow[]>([])
+
+    async function getKnowledges(): Promise<Knowledge[]>{
+        const response: AxiosResponse<Knowledge[]> = await api.get("api/v1/knowledges/")
+        return response.data
+    }
+
+    function truncateString(str: string){
+        return (str.length <= 18) ? str : str.slice(0, 9) + "..." + str.slice(-9)
+    }
+    
+    async function initializeKnowledgeWorkflow(){
+        const knowledges: Knowledge[] = await getKnowledges()
+        knowledges.forEach(async (knowledge) => {
+            const kWorkflow: KnowledgesWorkflow = {
+                knowledge,
+                processStep: await identifyProcessStep(knowledge as Knowledge),
+                isSelected: false
+            }
+            knowledgesWorkflow.push(kWorkflow)
+        })
+    }
+
+    async function getKnowledgeWorkflow(){
+        if(knowledgesWorkflow.length == 0){
+            initializeKnowledgeWorkflow()
+        } else {
+            const knowledges: Knowledge[] = await getKnowledges()
+
+            knowledges.forEach(async (knowledge) => {
+                const kWorkflow: KnowledgesWorkflow = {
+                    knowledge,
+                    processStep: await identifyProcessStep(knowledge as Knowledge),
+                    isSelected: false
+                }
+
+                const indexKW = knowledgesWorkflow.findIndex((kW: KnowledgesWorkflow) => kW.knowledge.id === knowledge.id)
+                indexKW != -1 ? knowledgesWorkflow[indexKW] = kWorkflow : knowledgesWorkflow.push(kWorkflow)
+            })
+        }
+    }
+
+    onBeforeMount(() => getKnowledgeWorkflow())
+
+    onMounted(()=>{
+        setInterval(() => getKnowledgeWorkflow(), 10000)
+    })
+
+    function goToEvaluateQuestion(knowledge_data: Knowledge){
+        itemStore.$patch({ knowledge: knowledge_data })
+        stepStore.goToStep(ProcessStep.EvaluateQuestion)
+    }
+
+    function goToCollectKnowledge(){
+        stepStore.goToStep(ProcessStep.CollectKnowledge)
+    }
 
 </script>
 
 <template>
     <div class="container">
-    <h2>Knowledge</h2>
+        <div class="title-container">
+            <div class="title-icon">
+                <img src="../assets/svg/file-description.svg" alt="file description" />
+            </div>
+            <h2>Connaissances</h2>
+        </div>
+        
+        <ul>
+            <li v-for="(kW, index) in knowledgesWorkflow" :key="index" class="list-element">
+                <div class="list-element-index">
+                    {{ index + 1 }}
+                </div>
+                <div class="list-element-body">
+                    <span class="list-element-text">
+                        {{ truncateString(kW.knowledge.uri) }}
+                    </span>
+                    
+                    <!-- <b-button v-if="kW.processStep == ProcessStep.CollectKnowledge" type="is-primary" @click="goTo" >
+                        Collect
+                    </b-button> -->
+                    <b-button v-if="kW.processStep == ProcessStep.WaitGeneration" type="is-info is-light" loading >
+                        ...
+                    </b-button>
+                    <b-button v-if="kW.processStep == ProcessStep.EvaluateQuestion" type="is-warning" @click="goToEvaluateQuestion(kW.knowledge)" >
+                        Evaluer
+                    </b-button>
+                    <b-button v-if="kW.processStep == ProcessStep.ProcessDone" type="is-success is-light" disabled >
+                        Fait
+                    </b-button>
+                </div>
+            </li>
+            <li >
+                <b-button type="is-primary" outlined @click="goToCollectKnowledge()" >
+                        Ajouter une connaissance
+                </b-button>
+            </li>
+        </ul>
     </div>
 </template>
 
 <style scoped>
-.container{
+    .list-element{
-    background-color: #ffffff;
+        margin-bottom: 8px;
-    border-radius: 16px;
+
-    padding: 34px;
+        border: 1px solid #D6D9E0;
+        border-radius: 8px;
+
+        display: grid;
+        grid-template-columns: 40px 1fr;
+
+    }
+    .list-element-index{
+        display: flex;
+        justify-content: center;
+        align-items: center;
+        border-right: 1px solid #D6D9E0;
+    }
+    .list-element-body{
+        display: grid;
+        grid-template-columns: 66% 34%;
+    }
+    .list-element-text{
+        display: flex;
+        align-items: center;
+        padding-left: 12px;
     }
 </style>

user-interface/src/main.ts

@@ -6,6 +6,9 @@ import router from './router'
 
 import Buefy from "buefy";
 import "buefy/dist/css/buefy.css";
+import "@/assets/fonts.css"
+import "@/assets/global.css"
+
 
 const app = createApp(App)
 

user-interface/src/router/index.ts

@@ -1,4 +1,7 @@
 import { createRouter, createWebHistory } from 'vue-router'
+import { isAuthenticated } from '@/services/api'
+
+const pagesWithoutGuard = ['login', 'app', 'register']
  
 const router = createRouter({
   history: createWebHistory(import.meta.env.BASE_URL),
@@ -7,9 +10,35 @@ const router = createRouter({
       path: '/',
       alias: '/app',
       name: 'app',
+      component: () => import('@/views/WelcomeView.vue'),
+    },
+    {
+      path: '/experiment',
+      alias: '/experiment',
+      name: 'experiment',
       component: () => import('@/views/ExperimentView.vue'),
     },
+    {
+      path: '/login',
+      alias: '/login',
+      name: 'login',
+      component: () => import('@/views/LoginView.vue'),
+    },
+    {
+      path: '/register',
+      alias: '/register',
+      name: 'register',
+      component: () => import('@/views/RegisterView.vue'),
+    }
   ],
 })
 
+// Guard system
+router.beforeEach(async (to, from) => {
+  const isAuth = await isAuthenticated()
+  if (!isAuth && !pagesWithoutGuard.includes(to.name!.toString())) {
+    return { name: 'login' }
+  }
+})
+
 export default router

user-interface/src/services/api.ts

@@ -1,74 +1,45 @@
-class ApiClient {
+import axios from "axios"
-  private baseURL: string
+import type { AxiosResponse } from "axios";
-  private defaultHeaders: Record<string, string>
 
-  constructor(baseURL: string) {
+const api = axios.create({
-    this.baseURL = baseURL
+    baseURL: import.meta.env.VITE_API_URL
-    this.defaultHeaders = {
+});
-      'Content-Type': 'application/json',
+
+api.interceptors.request.use((config) => {
+    const token = localStorage.getItem('access_token')
+    if (token){
+        config.headers.Authorization = `Bearer ${token}`
     }
+    return config
+})
+
+export const authAPI = {
+    register: (username: string, password: string)  => 
+        api.post(
+            '/api/v1/auth/register', 
+            { "username":username, "plain_password":password }
+        ),
+    login: (username: string, password: string) => 
+        api.post(
+            '/api/v1/auth/login',
+            new URLSearchParams({ username, password }),
+            { headers: { 'Content-Type': 'application/x-www-form-urlencoded' }}
+        ),
+    getMe: () => api.get('/api/v1/auth/me')
 }
 
-  private async request<T>(endpoint: string, options: RequestInit = {}): Promise<T> {
+export const isAuthenticated = async () => {
-    const url = `${this.baseURL}${endpoint}`
-    const config: RequestInit = {
-      headers: { ...this.defaultHeaders, ...options.headers },
-      ...options,
-    }
-
-    let response
-
     try {
-      response = await fetch(url, config)
+            const response: AxiosResponse = await authAPI.getMe()
-    } catch (error) {
+        if (response.status==200)
-      if (error instanceof Error) {
+            return true
-        throw new HTTPError(`Network error: ${error.message}`)
+        else 
+            return false
     }
-      throw new HTTPError('Unknown network error')
+    catch{
+        return false
     }
     
-    if (response?.ok) {
-      return response.json()
 }
 
-    const errorData = await response.json().catch(() => ({}))
+export default api;
-    throw new HTTPError(
-      errorData.message || `HTTP ${response.status}: ${response.statusText}`,
-      response.status,
-      response,
-    )
-  }
-
-  /**
-   * HTTP Get
-   * @param endpoint
-   * @returns
-   */
-
-  async get<T>(endpoint: string): Promise<T> {
-    return this.request<T>(endpoint, { method: 'GET' })
-  }
-
-  /**
-   * HTTP Post
-   * @param endpoint
-   * @param data
-   * @returns
-   */
-  async post<T>(endpoint: string, data: unknown): Promise<T> {
-    return this.request<T>(endpoint, { method: 'POST', body: JSON.stringify(data) })
-  }
-}
-
-class HTTPError extends Error {
-  constructor(
-    message: string,
-    private status: number | null = null,
-    private reponse: Response | null = null,
-  ) {
-    super(message)
-    this.name = 'HTTPError'
-  }
-}
-
-export const apiClient = new ApiClient(import.meta.env.VITE_API_URL)

user-interface/src/services/knowledgeWorklow.ts

@@ -0,0 +1,54 @@
+import type { Knowledge, Metric, Question } from "@/types/types"
+import api from "@/services/api"
+import type { AxiosResponse } from "axios"
+
+const processFlow = ["CollectKnowledge", "GenerateQuestion", "EvaluateQuestion", "Done"]
+
+//From user action in worlfow
+export enum ProcessStep {
+    CollectKnowledge,
+    WaitGeneration,
+    EvaluateQuestion,
+    ProcessDone
+}
+
+export async function identifyProcessStep(knowledge: Knowledge | null): Promise<ProcessStep>{
+        if (knowledge == null)
+            return ProcessStep.CollectKnowledge
+
+        //Check questions exist
+        const apiGetQuestions: AxiosResponse<Question[]> = await api.get(
+            `api/v1/knowledges/${knowledge.id}/questions/`, 
+            {
+                validateStatus: function (status) {
+                    return status < 500
+                },
+            })
+        if (apiGetQuestions.status >= 400 && apiGetQuestions.status < 500)
+            return ProcessStep.WaitGeneration
+
+        const questions: Question[] = apiGetQuestions.data
+        if (questions.length == 0)
+            return ProcessStep.WaitGeneration
+        
+        //Check metrics exist
+        const apiGetMetrics: AxiosResponse<Metric[]> = await api.get(
+            `api/v1/questions/${questions[0]!.id}/metrics/`, 
+            {
+                validateStatus: function (status) {
+                    return status < 500
+                },
+            })
+        if (apiGetMetrics.status >= 400 && apiGetMetrics.status < 500)
+            return ProcessStep.EvaluateQuestion
+        
+        const metrics: Metric[] = apiGetMetrics.data
+        if (metrics.length == 0)
+            return ProcessStep.EvaluateQuestion
+
+        //Data is complete
+        return ProcessStep.ProcessDone
+    }
+    
+    
+    

user-interface/src/stores/step.ts

@@ -5,6 +5,8 @@ import CollectKnowledge from '@/components/CollectKnowledge.vue'
 import EvaluateQuestion from '@/components/EvaluateQuestion.vue'
 import GenerateQuestion from '@/components/GenerateQuestion.vue'
 
+import { ProcessStep } from '@/services/knowledgeWorklow'
+
 const steps: Component = [
   CollectKnowledge,
   GenerateQuestion,
@@ -17,8 +19,15 @@ export const useStepStore = defineStore('step', () => {
   const getCurrentComponent = computed(() => steps[indexStep.value])
 
   function nextStep() {
+    if(indexStep.value + 1 < steps.length)
       indexStep.value++
+    else
+      indexStep.value = 0
   }
 
-  return { steps, getCurrentComponent, nextStep }
+  function goToStep(processStep: ProcessStep){
+    indexStep.value = processStep
+  }
+
+  return { indexStep, steps, getCurrentComponent, nextStep, goToStep }
 })

user-interface/src/types/types.d.ts

@@ -1,7 +1,13 @@
+interface KnowledgeCreate{
+    content: string,
+    uri: string,
+}
+
 interface Knowledge {
     id: number | null,
     content: string,
     uri: string,
+    user: User
 }
 
 interface Question {
@@ -9,12 +15,23 @@ interface Question {
     question: string,
     knowledgeId: number,
     metric: Metric | null
+    user: User
 }
 
 interface Metric {
-    //id: number | null,
+    //id
     question_id: number,
     need_index: number
+    //user
+}
+
+interface MetricCreate {
+    need_index: number
 }
 
-export type {Knowledge, Question, Metric}
+interface User {
+    username: string,
+    token: string
+}
+
+export type {KnowledgeCreate, Knowledge, Question, MetricCreate, Metric}

user-interface/src/views/ExperimentView.vue

@@ -13,9 +13,6 @@
         <section id="section-central">
             <component :is="stepStore.getCurrentComponent"></component>
         </section>
-        <!-- <section>
-            <EvaluateQuestion/>
-        </section> -->
     </div>
 </template>
 
@@ -24,5 +21,8 @@
         display: grid;
         grid-template-columns: 1fr 3fr;
         gap: 24px;
+        height: 100%;
+
+        flex: 1;
     }
 </style>

user-interface/src/views/LoginView.vue

@@ -0,0 +1,60 @@
+<script setup lang="ts">
+    import router from '@/router/index' 
+    import { BField, BInput, BButton, useToast } from "buefy";
+    import { ref } from "vue"
+    import { authAPI } from '@/services/api'
+    
+    const username = ref<string>("")
+    const password = ref<string>("")
+
+    const Toast = useToast()
+
+    async function login() {
+        try {
+            const response = await authAPI.login(username.value, password.value)
+            const { access_token, refresh_token } = response.data
+
+            localStorage.setItem('access_token', access_token)
+            localStorage.setItem('refresh_token', refresh_token)
+            
+            router.push({ path: '/experiment' })
+        } catch (err){
+            console.log(err)
+            Toast.open({message: "Login failed", type: "is-danger"})
+        }
+    }
+    
+</script>
+
+<template>
+    <div class="container container-size">
+            <b-field label="Username">
+                <!-- @vue-ignore -->
+                <b-input
+                    v-model="username"
+                    placeholder="Alice"
+                    maxlength="20" 
+                    required
+                ></b-input>
+            </b-field>
+            <b-field label="Password">
+                <!-- @vue-ignore -->
+                <b-input
+                    v-model="password"
+                    maxlength="50"
+                    type="password"
+                    required
+                ></b-input>
+            </b-field>
+            <b-button type="is-primary" @click="login">Login</b-button>
+    </div>
+</template>
+
+<style scoped>
+.container-size{
+        flex: none;
+        gap:0;
+        width: 20rem;
+        height: 20rem ;
+    }
+</style>

user-interface/src/views/RegisterView.vue

@@ -0,0 +1,63 @@
+<script setup lang="ts">
+    import router from '@/router/index' 
+    import { BField, BInput, BButton, useToast } from "buefy";
+    import { ref } from "vue"
+    import { authAPI } from '@/services/api'
+    
+    const username = ref<string>("")
+    const password = ref<string>("")
+
+    const Toast = useToast()
+
+    async function register() {
+        try {
+            const responseRegister = await authAPI.register(username.value, password.value)
+            if(responseRegister.status != 200)
+                throw new Error("Registred failed")
+            const responseLogin = await authAPI.login(username.value, password.value)
+            const { access_token, refresh_token } = responseLogin.data
+
+            localStorage.setItem('access_token', access_token)
+            localStorage.setItem('refresh_token', refresh_token)
+            
+            router.push({ path: '/experiment' })
+        } catch (err){
+            console.log(err)
+            Toast.open({message: "Registred failed", type: "is-danger"})
+        }
+    }
+    
+</script>
+
+<template>
+    <div class="container container-size">
+            <b-field label="Username">
+                <!-- @vue-ignore -->
+                <b-input
+                    v-model="username"
+                    placeholder="Alice"
+                    maxlength="20" 
+                    required
+                ></b-input>
+            </b-field>
+            <b-field label="Password">
+                <!-- @vue-ignore -->
+                <b-input
+                    v-model="password"
+                    maxlength="50"
+                    type="password"
+                    required
+                ></b-input>
+            </b-field>
+            <b-button type="is-primary" @click="register">Register</b-button>
+    </div>
+</template>
+
+<style scoped>
+.container-size{
+        flex: none;
+        gap:0;
+        width: 20rem;
+        height: 20rem ;
+    }
+</style>

user-interface/src/views/WelcomeView.vue

@@ -0,0 +1,23 @@
+<script setup lang="ts">
+    import { BButton } from "buefy"
+</script>
+
+<template>
+    <section>
+        <b-button type="is-primary" size="is-medium" rounded>
+            <RouterLink to="/experiment"><span>Lancer l'expérience</span></RouterLink>
+        </b-button>
+    </section>
+</template>
+
+<style scoped>
+    section{
+        display: flex;
+        height: 80vh;
+        justify-content: center;
+        align-items: center;
+    }
+    span{
+        color: black;
+    }
+</style>