diff --git a/app/server.py b/app/server.py
index 3cdd91b..fc1e75b 100644
--- a/app/server.py
+++ b/app/server.py
@@ -5,6 +5,8 @@
 from hydra import compose, initialize
 from langserve import add_routes
 
+from backend import USE_AUTHENTICATION
+from backend.api_plugins import authentication_routes, session_routes
 from backend.rag_1.chain import get_chain as get_chain_rag_1
 from backend.rag_1.config import validate_config as validate_config_1
 from backend.rag_2.chain import get_chain as get_chain_rag_2
@@ -42,15 +44,21 @@ async def redirect_root_to_docs() -> RedirectResponse:
     # validate config
     _ = validate_config_3(config_3)
 
+if USE_AUTHENTICATION:
+    auth = authentication_routes(app)
+    session_routes(app, authentication=auth)
+    dependencies = [auth]
+else:
+    dependencies = None
 
 chain_rag_1 = get_chain_rag_1(config_1)
-add_routes(app, chain_rag_1, path="/rag-1")
+add_routes(app, chain_rag_1, path="/rag-1", dependencies=dependencies)
 
 chain_rag_2 = get_chain_rag_2(config_2)
-add_routes(app, chain_rag_2, path="/rag-2")
+add_routes(app, chain_rag_2, path="/rag-2", dependencies=dependencies)
 
 chain_rag_3 = get_chain_rag_3(config_3)
-add_routes(app, chain_rag_3, path="/rag-3")
+add_routes(app, chain_rag_3, path="/rag-3", dependencies=dependencies)
 
 if __name__ == "__main__":
     import uvicorn
diff --git a/backend/__init__.py b/backend/__init__.py
index 23cbd68..a27c8a6 100644
--- a/backend/__init__.py
+++ b/backend/__init__.py
@@ -1 +1,21 @@
 """Backend operations of RAG."""
+
+import os
+
+from dotenv import load_dotenv
+
+load_dotenv()
+
+DATABASE_URL = os.getenv("DATABASE_URL")
+
+# Private key used to generate the JWT tokens for secure authentication
+SECRET_KEY = os.getenv("SECRET_KEY", "default_unsecure_key")
+
+# Algorithm used to generate JWT tokens
+ALGORITHM = os.getenv("ALGORITHM", "HS256")
+
+# Activate or deactivate the secure authentication
+USE_AUTHENTICATION = bool(int(os.getenv("USE_AUTHENTICATION", True)))
+
+# If the API runs in admin mode, it will allow the creation of new users
+ADMIN_MODE = bool(int(os.getenv("ADMIN_MODE", False)))
diff --git a/backend/api_plugins/__init__.py b/backend/api_plugins/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/api_plugins/lib/user_management.py b/backend/api_plugins/lib/user_management.py
new file mode 100644
index 0000000..b62225e
--- /dev/null
+++ b/backend/api_plugins/lib/user_management.py
@@ -0,0 +1,73 @@
+from datetime import datetime, timedelta
+
+import argon2
+from jose import jwt
+from pydantic import BaseModel
+
+from backend import ALGORITHM, SECRET_KEY
+from backend.database import Database
+
+
+class UnsecureUser(BaseModel):
+    email: str = None
+    password: bytes = None
+
+
+class User(BaseModel):
+    email: str = None
+    hashed_password: str = None
+
+    @classmethod
+    def from_unsecure_user(cls, unsecure_user: UnsecureUser):
+        hashed_password = argon2.hash_password(unsecure_user.password).decode("utf-8")
+        return cls(email=unsecure_user.email, hashed_password=hashed_password)
+
+
+def create_user(user: User) -> None:
+    with Database() as connection:
+        connection.execute(
+            "INSERT INTO users (email, password) VALUES (?, ?)",
+            (user.email, user.hashed_password),
+        )
+
+
+def user_exists(email: str) -> bool:
+    with Database() as connection:
+        result = connection.fetchone("SELECT 1 FROM users WHERE email = ?", (email,))
+        return bool(result)
+
+
+def get_user(email: str) -> User | None:
+    with Database() as connection:
+        user_row = connection.fetchone("SELECT * FROM users WHERE email = ?", (email,))
+        if user_row:
+            return User(email=user_row[0], hashed_password=user_row[1])
+        return None
+
+
+def delete_user(email: str) -> None:
+    with Database() as connection:
+        connection.execute("DELETE FROM users WHERE email = ?", (email,))
+
+
+def authenticate_user(username: str, password: bytes) -> bool | User:
+    user = get_user(username)
+    if not user:
+        return False
+
+    if argon2.verify_password(
+        user.hashed_password.encode("utf-8"), password.encode("utf-8")
+    ):
+        return user
+
+    return False
+
+
+def create_access_token(*, data: dict, expires_delta: timedelta | None = None) -> str:
+    to_encode = data.copy()
+    if expires_delta:
+        expire = datetime.utcnow() + expires_delta
+    else:
+        expire = datetime.utcnow() + timedelta(minutes=60)
+    to_encode.update({"exp": expire})
+    return jwt.encode(to_encode, SECRET_KEY, algorithm=ALGORITHM)
diff --git a/backend/api_plugins/secure_authentication/secure_authentication.py b/backend/api_plugins/secure_authentication/secure_authentication.py
new file mode 100644
index 0000000..a59fc24
--- /dev/null
+++ b/backend/api_plugins/secure_authentication/secure_authentication.py
@@ -0,0 +1,106 @@
+from pathlib import Path
+
+from fastapi import Depends, HTTPException, Response, status
+from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm
+from jose import JWTError, jwt
+
+from backend import ADMIN_MODE
+from backend.api_plugins.lib.user_management import (
+    ALGORITHM,
+    SECRET_KEY,
+    UnsecureUser,
+    User,
+    authenticate_user,
+    create_access_token,
+    create_user,
+    delete_user,
+    get_user,
+    user_exists,
+)
+
+
+def authentication_routes(app, dependencies=list[Depends]):
+    from backend.database import Database
+
+    with Database() as connection:
+        connection.run_script(Path(__file__).parent / "users_tables.sql")
+
+    oauth2_scheme = OAuth2PasswordBearer(tokenUrl="/user/login")
+
+    async def get_current_user(token: str = Depends(oauth2_scheme)) -> User:
+        credentials_exception = HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Could not validate credentials",
+            headers={"WWW-Authenticate": "Bearer"},
+        )
+        try:
+            payload = jwt.decode(token, SECRET_KEY, algorithms=[ALGORITHM])
+            email: str = payload.get("email")
+            if email is None:
+                raise credentials_exception
+
+            user = get_user(email)
+            if user is None:
+                raise credentials_exception
+            return user
+        except JWTError:
+            raise credentials_exception
+
+    @app.post("/user/signup", include_in_schema=ADMIN_MODE)
+    async def signup(user: UnsecureUser) -> dict:
+        if not ADMIN_MODE:
+            raise HTTPException(
+                status_code=status.HTTP_403_FORBIDDEN, detail="Signup is disabled"
+            )
+
+        user = User.from_unsecure_user(user)
+        if user_exists(user.email):
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=f"User {user.email} already registered",
+            )
+
+        create_user(user)
+        return {"email": user.email}
+
+    @app.delete("/user/")
+    async def del_user(current_user: User = Depends(get_current_user)) -> dict:
+        email = current_user.email
+        try:
+            user = get_user(email)
+            if user is None:
+                raise HTTPException(
+                    status_code=status.HTTP_404_NOT_FOUND,
+                    detail=f"User {email} not found",
+                )
+            delete_user(email)
+            return {"detail": f"User {email} deleted"}
+        except Exception:
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+                detail="Internal Server Error",
+            )
+
+    @app.post("/user/login")
+    async def login(form_data: OAuth2PasswordRequestForm = Depends()) -> dict:
+        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"},
+            )
+        user_data = user.dict()
+        del user_data["hashed_password"]
+        access_token = create_access_token(data=user_data)
+        return {"access_token": access_token, "token_type": "bearer"}
+
+    @app.get("/user/me")
+    async def user_me(current_user: User = Depends(get_current_user)) -> User:
+        return current_user
+
+    @app.get("/user")
+    async def user_root() -> dict:
+        return Response("User management routes are enabled.", status_code=200)
+
+    return Depends(get_current_user)
diff --git a/backend/api_plugins/secure_authentication/users_tables.sql b/backend/api_plugins/secure_authentication/users_tables.sql
new file mode 100644
index 0000000..6a160e6
--- /dev/null
+++ b/backend/api_plugins/secure_authentication/users_tables.sql
@@ -0,0 +1,7 @@
+-- Dialect MUST be sqlite, even if the database you use is different.
+-- It is transpiled to the right dialect when executed.
+
+CREATE TABLE IF NOT EXISTS "users" (
+    "email" VARCHAR(255) PRIMARY KEY,
+    "password" TEXT
+);
diff --git a/backend/api_plugins/sessions/sessions.py b/backend/api_plugins/sessions/sessions.py
new file mode 100644
index 0000000..f15f986
--- /dev/null
+++ b/backend/api_plugins/sessions/sessions.py
@@ -0,0 +1,82 @@
+import json
+from collections.abc import Sequence
+from datetime import datetime
+from pathlib import Path
+from uuid import uuid4
+
+from fastapi import APIRouter, Depends, FastAPI, Response
+
+from backend.api_plugins.lib.user_management import User
+
+
+def session_routes(
+    app: FastAPI | APIRouter,
+    *,
+    authentication: Depends = None,
+    dependencies: Sequence[Depends] | None = None,
+):
+    from backend.database import Database
+    from backend.model import Message
+
+    with Database() as connection:
+        connection.run_script(Path(__file__).parent / "sessions_tables.sql")
+
+    @app.post("/session/new")
+    async def chat_new(
+        current_user: User = authentication, dependencies=dependencies
+    ) -> dict:
+        chat_id = str(uuid4())
+        timestamp = datetime.utcnow().isoformat()
+        user_id = current_user.email if current_user else "unauthenticated"
+        with Database() as connection:
+            connection.execute(
+                "INSERT INTO session (id, timestamp, user_id) VALUES (?, ?, ?)",
+                (chat_id, timestamp, user_id),
+            )
+        return {"session_id": chat_id}
+
+    @app.get("/session/list")
+    async def chat_list(
+        current_user: User = authentication, dependencies=dependencies
+    ) -> list[dict]:
+        user_email = current_user.email if current_user else "unauthenticated"
+        chats = []
+        with Database() as connection:
+            result = connection.execute(
+                "SELECT id, timestamp FROM session WHERE user_id = ? ORDER BY timestamp DESC",
+                (user_email,),
+            )
+            chats = [{"id": row[0], "timestamp": row[1]} for row in result]
+        return chats
+
+    @app.get("/session/{session_id}")
+    async def chat(
+        session_id: str, current_user: User = authentication, dependencies=dependencies
+    ) -> dict:
+        messages: list[Message] = []
+        with Database() as connection:
+            result = connection.execute(
+                "SELECT id, timestamp, session_id, message FROM message_history WHERE session_id = ? ORDER BY timestamp ASC",
+                (session_id,),
+            )
+            for row in result:
+                content = json.loads(row[3])["data"]["content"]
+                message_type = json.loads(row[3])["type"]
+                message = Message(
+                    id=row[0],
+                    timestamp=row[1],
+                    session_id=row[2],
+                    sender=message_type if message_type == "human" else "ai",
+                    content=content,
+                )
+                messages.append(message)
+        return {
+            "chat_id": session_id,
+            "messages": [message.dict() for message in messages],
+        }
+
+    @app.get("/session")
+    async def session_root(
+        current_user: User = authentication, dependencies=dependencies
+    ) -> dict:
+        return Response("Sessions management routes are enabled.", status_code=200)
diff --git a/backend/api_plugins/sessions/sessions_tables.sql b/backend/api_plugins/sessions/sessions_tables.sql
new file mode 100644
index 0000000..d365aae
--- /dev/null
+++ b/backend/api_plugins/sessions/sessions_tables.sql
@@ -0,0 +1,9 @@
+-- Dialect MUST be sqlite, even if the database you use is different.
+-- It is transpiled to the right dialect when executed.
+
+CREATE TABLE IF NOT EXISTS "session" (
+    "id" VARCHAR(255) PRIMARY KEY,
+    "timestamp" DATETIME,
+    "user_id" VARCHAR(255),
+    FOREIGN KEY ("user_id") REFERENCES "users" ("email")
+);
diff --git a/backend/database.py b/backend/database.py
new file mode 100644
index 0000000..c54bc35
--- /dev/null
+++ b/backend/database.py
@@ -0,0 +1,178 @@
+from logging import Logger
+from pathlib import Path
+from typing import Any
+
+import sqlglot
+from dbutils.pooled_db import PooledDB
+from sqlalchemy.engine.url import make_url
+
+from backend import DATABASE_URL
+from backend.logger import get_logger
+
+POOL = None
+
+
+class Database:
+    """Handles database operations.
+
+    It manages the connection pool, executes queries, and handles transactions.
+    The class uses a context manager to ensure that database connections are properly
+    opened and closed. It supports SQLite, PostgreSQL, and MySQL databases.
+
+    Attributes:
+        connection_string (str): The database connection string.
+        logger (Logger): The logger instance for logging messages.
+        url (URL): The parsed URL object of the connection string.
+        pool (PooledDB): The connection pool for database connections.
+        conn (Connection): The current database connection.
+        DIALECT_PLACEHOLDERS (dict): Mapping of database dialects to their placeholder symbols.
+    """
+
+    DIALECT_PLACEHOLDERS = {
+        "sqlite": "?",
+        "postgresql": "%s",
+        "mysql": "%s",
+    }
+
+    def __init__(self, connection_string: str = None, logger: Logger = None):
+        self.connection_string = connection_string or DATABASE_URL
+        self.logger = logger or get_logger()
+
+        self.url = make_url(self.connection_string)
+
+        self.logger.debug("Creating connection pool")
+        global POOL
+        POOL = POOL or self._create_pool()  # Makes the pool a singleton
+        self.pool = POOL
+        self.conn = None
+
+    def __enter__(self) -> "Database":
+        self.logger.debug("Getting connection from pool")
+        self.conn = self.pool.connection()
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type | None,
+        exc_value: BaseException | None,
+        traceback: Any | None,
+    ) -> None:
+        if self.conn:
+            if exc_type:
+                self.logger.error(
+                    "Transaction failed", exc_info=(exc_type, exc_value, traceback)
+                )
+                self.conn.rollback()
+            else:
+                self.conn.commit()
+            self.logger.debug("Returning connection to pool")
+            self.conn.close()
+            self.conn = None
+
+    def execute(self, query: str, params: tuple | None = None) -> Any:
+        cursor = self.conn.cursor()
+        try:
+            query = query.replace("?", self.DIALECT_PLACEHOLDERS[self.url.drivername])
+            self.logger.debug(f"Executing query: {query}")
+            cursor.execute(query, params or ())
+            return cursor
+        except Exception as e:
+            cursor.close()
+            self.logger.exception("Query execution failed", exc_info=e)
+            raise
+
+    def fetchone(self, query: str, params: tuple | None = None) -> tuple | None:
+        cursor = self.execute(query, params)
+        try:
+            return cursor.fetchone()
+        finally:
+            cursor.close()
+
+    def fetchall(self, query: str, params: tuple | None = None) -> list:
+        cursor = self.execute(query, params)
+        try:
+            return cursor.fetchall()
+        finally:
+            cursor.close()
+
+    def initialize_schema(self):
+        try:
+            self.logger.debug("Initializing database schema")
+            sql_script = Path(__file__).parent.joinpath("db_init.sql").read_text()
+            transpiled_sql = sqlglot.transpile(
+                sql_script,
+                read="sqlite",
+                write=self.url.drivername.replace("postgresql", "postgres"),
+            )
+            for statement in transpiled_sql:
+                self.execute(statement)
+            self.logger.info(
+                f"Database schema initialized successfully for {self.url.drivername}"
+            )
+        except Exception as e:
+            self.logger.exception("Schema initialization failed", exc_info=e)
+            raise
+
+    def run_script(self, path: Path):
+        try:
+            self.logger.debug(f"Running Database script at {str(path)}")
+            sql_script = path.read_text()
+            transpiled_sql = sqlglot.transpile(
+                sql_script,
+                read="sqlite",
+                write=self.url.drivername.replace("postgresql", "postgres"),
+            )
+            for statement in transpiled_sql:
+                self.execute(statement)
+            self.logger.info(
+                f"Successfuly ran script at {path} for {self.url.drivername}"
+            )
+        except Exception as e:
+            self.logger.exception(
+                f"Failed to execute the script {path} for {self.url.drivername}",
+                exc_info=e,
+            )
+            raise
+
+    def _create_pool(self) -> PooledDB:
+        if self.connection_string.startswith("sqlite:///"):
+            import sqlite3
+
+            Path(self.connection_string.replace("sqlite:///", "")).parent.mkdir(
+                parents=True, exist_ok=True
+            )
+            return PooledDB(
+                creator=sqlite3,
+                database=self.connection_string.replace("sqlite:///", ""),
+                maxconnections=5,
+            )
+        elif self.connection_string.startswith("postgresql://"):
+            import psycopg2
+
+            return PooledDB(
+                creator=psycopg2, dsn=self.connection_string, maxconnections=5
+            )
+        elif self.connection_string.startswith(
+            "mysql://"
+        ) or self.connection_string.startswith("mysql+pymysql://"):
+            import mysql.connector
+
+            return PooledDB(
+                creator=mysql.connector,
+                user=self.url.username,
+                password=self.url.password,
+                host=self.url.host,
+                port=self.url.port,
+                database=self.url.database,
+                maxconnections=5,
+            )
+        elif self.connection_string.startswith("sqlserver://"):
+            import pyodbc
+
+            return PooledDB(
+                creator=pyodbc,
+                dsn=self.connection_string.replace("sqlserver://", ""),
+                maxconnections=5,
+            )
+        else:
+            raise ValueError(f"Unsupported database type: {self.url.drivername}")
diff --git a/backend/logger.py b/backend/logger.py
new file mode 100644
index 0000000..f518fa7
--- /dev/null
+++ b/backend/logger.py
@@ -0,0 +1,16 @@
+import logging
+from logging import Logger
+
+# Implement your custom logging logic here. Eg. send logs to a cloud's logging tool.
+_logger_instance = None
+
+
+def get_logger() -> Logger:
+    global _logger_instance
+    if _logger_instance is None:
+        _logger_instance = logging.getLogger(__name__)
+        _logger_instance.setLevel(logging.INFO)
+        console_handler = logging.StreamHandler()
+        console_handler.setLevel(logging.INFO)
+        _logger_instance.addHandler(console_handler)
+    return _logger_instance
diff --git a/backend/model.py b/backend/model.py
new file mode 100644
index 0000000..08bcbf8
--- /dev/null
+++ b/backend/model.py
@@ -0,0 +1,31 @@
+from datetime import datetime
+from uuid import uuid4
+
+from pydantic import BaseModel, Field
+
+
+class Message(BaseModel):
+    id: str
+    timestamp: str | datetime
+    session_id: str
+    sender: str
+    content: str
+
+
+class Input(BaseModel):
+    question: str
+
+
+class InvokeRequest(BaseModel):
+    input: Input | list[Input]  # Supports batched input
+    id: str = Field(default_factory=lambda: str(uuid4()))
+    session_id: str = None
+    config: dict = Field(default_factory=dict)
+    kwargs: dict = Field(default_factory=dict)
+    timestamp: str | datetime = Field(
+        default_factory=lambda: datetime.utcnow().isoformat()
+    )
+
+
+class UserMessage(InvokeRequest):
+    sender: str = "user"
diff --git a/frontend/__init__.py b/frontend/__init__.py
index da70b57..b8dfaed 100644
--- a/frontend/__init__.py
+++ b/frontend/__init__.py
@@ -4,7 +4,7 @@
 from dotenv import load_dotenv
 
 load_dotenv()
-BACKEND_URL = os.getenv("BACKEND_URL", "http://localhost:8000/")
+BACKEND_URL = os.getenv("BACKEND_URL", "http://localhost:8000/rag-3/")
 ASSETS_PATH = Path(__file__).parent / "assets"
 
 # If the API runs in admin mode, it will allow the creation of new users
diff --git a/poetry.lock b/poetry.lock
index ac41be9..4cb6fd4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -177,15 +177,72 @@ files = [
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
+[[package]]
+name = "argon2-cffi"
+version = "23.1.0"
+description = "Argon2 for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
+]
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[package.extras]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "21.2.0"
+description = "Low-level CFFI bindings for Argon2"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d"},
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 version = "0.4.1"
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 [[package]]
 name = "h11"
@@ -1770,13 +1861,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.3"
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 description = "Read resources from Python packages"
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 python-versions = ">=3.8"
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 [package.extras]
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 [[package]]
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 [package.dependencies]
@@ -2023,13 +2114,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
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 [package.dependencies]
@@ -2039,7 +2130,7 @@ traitlets = ">=5.3"
 
 [package.extras]
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+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -2193,13 +2284,13 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
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+version = "0.1.13"
 description = "Building applications with LLMs through composability"
 optional = false
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 ]
 
 [package.dependencies]
@@ -2207,8 +2298,8 @@ aiohttp = ">=3.8.3,<4.0.0"
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 langchain-text-splitters = ">=0.0.1,<0.1"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = ">=1,<2"
@@ -2234,19 +2325,19 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.0.27"
+version = "0.0.29"
 description = "Community contributed LangChain integrations."
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
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-langchain-core = ">=0.1.30,<0.2.0"
+langchain-core = ">=0.1.33,<0.2.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = ">=1,<2"
 PyYAML = ">=5.3"
@@ -2256,17 +2347,17 @@ tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
 cli = ["typer (>=0.9.0,<0.10.0)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "nvidia-riva-client (>=2.14.0,<3.0.0)", "oci (>=2.119.1,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "tree-sitter (>=0.20.2,<0.21.0)", "tree-sitter-languages (>=1.8.0,<2.0.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)", "zhipuai (>=1.0.7,<2.0.0)"]
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 [[package]]
 name = "langchain-core"
-version = "0.1.30"
+version = "0.1.33"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -2371,13 +2462,13 @@ server = ["fastapi (>=0.90.1,<1)", "sse-starlette (>=1.3.0,<2.0.0)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.23"
+version = "0.1.31"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langsmith-0.1.31.tar.gz", hash = "sha256:efd54ccd44be7fda911bfdc0ead340473df2fdd07345c7252901834d0c4aa37e"},
 ]
 
 [package.dependencies]
@@ -2940,13 +3031,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.9.0"
+version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2958,7 +3049,7 @@ traitlets = ">=5.4"
 [package.extras]
 dev = ["pre-commit"]
 docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
-test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
@@ -2999,13 +3090,13 @@ webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.2"
+version = "5.10.3"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "nbformat-5.10.3.tar.gz", hash = "sha256:60ed5e910ef7c6264b87d644f276b1b49e24011930deef54605188ddeb211685"},
 ]
 
 [package.dependencies]
@@ -3412,13 +3503,13 @@ training = ["braceexpand", "fsspec", "ftfy", "huggingface-hub", "pandas", "regex
 
 [[package]]
 name = "openai"
-version = "1.13.3"
+version = "1.14.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -4581,24 +4672,24 @@ image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pypdfium2"
-version = "4.27.0"
+version = "4.28.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">= 3.6"
 files = [
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 ]
 
 [[package]]
@@ -4675,13 +4766,13 @@ testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygm
 
 [[package]]
 name = "pytest-lazy-fixtures"
-version = "1.0.5"
+version = "1.0.7"
 description = "Allows you to use fixtures in @pytest.mark.parametrize."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -4729,6 +4820,27 @@ files = [
 [package.extras]
 dev = ["black (==24.1.1)", "build (==1.0.3)", "flake8 (==7.0.0)", "pytest (==8.0.0)", "twine (==4.0.2)"]
 
+[[package]]
+name = "python-jose"
+version = "3.3.0"
+description = "JOSE implementation in Python"
+optional = false
+python-versions = "*"
+files = [
+    {file = "python-jose-3.3.0.tar.gz", hash = "sha256:55779b5e6ad599c6336191246e95eb2293a9ddebd555f796a65f838f07e5d78a"},
+    {file = "python_jose-3.3.0-py2.py3-none-any.whl", hash = "sha256:9b1376b023f8b298536eedd47ae1089bcdb848f1535ab30555cd92002d78923a"},
+]
+
+[package.dependencies]
+ecdsa = "!=0.15"
+pyasn1 = "*"
+rsa = "*"
+
+[package.extras]
+cryptography = ["cryptography (>=3.4.0)"]
+pycrypto = ["pyasn1", "pycrypto (>=2.6.0,<2.7.0)"]
+pycryptodome = ["pyasn1", "pycryptodome (>=3.3.1,<4.0.0)"]
+
 [[package]]
 name = "python-magic"
 version = "0.4.27"
@@ -5057,13 +5169,13 @@ full = ["numpy"]
 
 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.34.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "referencing-0.33.0-py3-none-any.whl", hash = "sha256:39240f2ecc770258f28b642dd47fd74bc8b02484de54e1882b74b35ebd779bd5"},
-    {file = "referencing-0.33.0.tar.gz", hash = "sha256:c775fedf74bc0f9189c2a3be1c12fd03e8c23f4d371dce795df44e06c5b412f7"},
+    {file = "referencing-0.34.0-py3-none-any.whl", hash = "sha256:d53ae300ceddd3169f1ffa9caf2cb7b769e92657e4fafb23d34b93679116dfd4"},
+    {file = "referencing-0.34.0.tar.gz", hash = "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844"},
 ]
 
 [package.dependencies]
@@ -5195,13 +5307,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-oauthlib"
-version = "1.3.1"
+version = "1.4.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
-    {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"},
-    {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"},
+    {file = "requests-oauthlib-1.4.0.tar.gz", hash = "sha256:acee623221e4a39abcbb919312c8ff04bd44e7e417087fb4bd5e2a2f53d5e79a"},
+    {file = "requests_oauthlib-1.4.0-py2.py3-none-any.whl", hash = "sha256:7a3130d94a17520169e38db6c8d75f2c974643788465ecc2e4b36d288bf13033"},
 ]
 
 [package.dependencies]
@@ -5353,28 +5465,28 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.3.1"
+version = "0.3.3"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff-0.3.1-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:6b82e3937d0d76554cd5796bc3342a7d40de44494d29ff490022d7a52c501744"},
-    {file = "ruff-0.3.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ae7954c8f692b70e6a206087ae3988acc9295d84c550f8d90b66c62424c16771"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b730f56ccf91225da0f06cfe421e83b8cc27b2a79393db9c3df02ed7e2bbc01"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c78bfa85637668f47bd82aa2ae17de2b34221ac23fea30926f6409f9e37fc927"},
-    {file = "ruff-0.3.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6abaad602d6e6daaec444cbf4d9364df0a783e49604c21499f75bb92237d4af"},
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-    {file = "ruff-0.3.1.tar.gz", hash = "sha256:d30db97141fc2134299e6e983a6727922c9e03c031ae4883a6d69461de722ae7"},
+    {file = "ruff-0.3.3-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:973a0e388b7bc2e9148c7f9be8b8c6ae7471b9be37e1cc732f8f44a6f6d7720d"},
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+    {file = "ruff-0.3.3-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:5a6cbf216b69c7090f0fe4669501a27326c34e119068c1494f35aaf4cc683778"},
+    {file = "ruff-0.3.3-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:352e95ead6964974b234e16ba8a66dad102ec7bf8ac064a23f95371d8b198aab"},
+    {file = "ruff-0.3.3-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d6ab88c81c4040a817aa432484e838aaddf8bfd7ca70e4e615482757acb64f8"},
+    {file = "ruff-0.3.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:79bca3a03a759cc773fca69e0bdeac8abd1c13c31b798d5bb3c9da4a03144a9f"},
+    {file = "ruff-0.3.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:2700a804d5336bcffe063fd789ca2c7b02b552d2e323a336700abb8ae9e6a3f8"},
+    {file = "ruff-0.3.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:fd66469f1a18fdb9d32e22b79f486223052ddf057dc56dea0caaf1a47bdfaf4e"},
+    {file = "ruff-0.3.3-py3-none-musllinux_1_2_i686.whl", hash = "sha256:45817af234605525cdf6317005923bf532514e1ea3d9270acf61ca2440691376"},
+    {file = "ruff-0.3.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:0da458989ce0159555ef224d5b7c24d3d2e4bf4c300b85467b08c3261c6bc6a8"},
+    {file = "ruff-0.3.3-py3-none-win32.whl", hash = "sha256:f2831ec6a580a97f1ea82ea1eda0401c3cdf512cf2045fa3c85e8ef109e87de0"},
+    {file = "ruff-0.3.3-py3-none-win_amd64.whl", hash = "sha256:be90bcae57c24d9f9d023b12d627e958eb55f595428bafcb7fec0791ad25ddfc"},
+    {file = "ruff-0.3.3-py3-none-win_arm64.whl", hash = "sha256:0171aab5fecdc54383993389710a3d1227f2da124d76a2784a7098e818f92d61"},
+    {file = "ruff-0.3.3.tar.gz", hash = "sha256:38671be06f57a2f8aba957d9f701ea889aa5736be806f18c0cd03d6ff0cbca8d"},
 ]
 
 [[package]]
@@ -5615,18 +5727,18 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "69.1.1"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
-    {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
+    {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
+    {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -5740,6 +5852,21 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3_binary"]
 
+[[package]]
+name = "sqlglot"
+version = "23.0.5"
+description = "An easily customizable SQL parser and transpiler"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sqlglot-23.0.5-py3-none-any.whl", hash = "sha256:12aadd50775209573e7dfa0136f5769da865de3d5954e8e88a02eb0081d1ad6b"},
+    {file = "sqlglot-23.0.5.tar.gz", hash = "sha256:68386c5aebdc9a1c74e2a623f6373805a2f839d205d46945258dde5ac692d515"},
+]
+
+[package.extras]
+dev = ["duckdb (>=0.6)", "maturin (>=1.4,<2.0)", "mypy", "pandas", "pandas-stubs", "pdoc", "pre-commit", "pyspark", "python-dateutil", "ruff (==0.3.2)", "types-python-dateutil", "typing-extensions"]
+rs = ["sqlglotrs (==0.1.2)"]
+
 [[package]]
 name = "sse-starlette"
 version = "2.0.0"
@@ -6262,18 +6389,18 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.1"
+version = "5.14.2"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"},
-    {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"},
+    {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
+    {file = "traitlets-5.14.2.tar.gz", hash = "sha256:8cdd83c040dab7d1dee822678e5f5d100b514f7b72b01615b26fc5718916fdf9"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.1)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "transformers"
@@ -6517,13 +6644,13 @@ xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
-version = "0.21.1"
+version = "0.22.0"
 description = "Python Client SDK for Unstructured API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "unstructured-client-0.21.1.tar.gz", hash = "sha256:82109e485423169006addb18a780b0ffd0b94bde4ede2953ceb5880e164fedb6"},
-    {file = "unstructured_client-0.21.1-py3-none-any.whl", hash = "sha256:52a82a550bb5f722e77f3b3633664734e5ada0a1e354bf9503825e1f204d1434"},
+    {file = "unstructured-client-0.22.0.tar.gz", hash = "sha256:d76351c456fcf4067f59135c09a35008a120103621a1ac94cf9448db28ef2e1e"},
+    {file = "unstructured_client-0.22.0-py3-none-any.whl", hash = "sha256:140f7dd8515cc9be3276f66d6fb08d235ea35a50d4eb38a6ef82b60fc3d2fea0"},
 ]
 
 [package.dependencies]
@@ -6602,13 +6729,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.27.1"
+version = "0.29.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"},
-    {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"},
+    {file = "uvicorn-0.29.0-py3-none-any.whl", hash = "sha256:2c2aac7ff4f4365c206fd773a39bf4ebd1047c238f8b8268ad996829323473de"},
+    {file = "uvicorn-0.29.0.tar.gz", hash = "sha256:6a69214c0b6a087462412670b3ef21224fa48cae0e452b5883e8e8bdfdd11dd0"},
 ]
 
 [package.dependencies]
@@ -7121,20 +7248,20 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "6582cac13b74d03636e1a1df9a5bb84b38b38511942637549cd84a14ca62072a"
+content-hash = "4dc358249cd65e9ff35e4b0c406b2ecec4a80b6435d39dd88d985fb725923b65"
diff --git a/pyproject.toml b/pyproject.toml
index dfbeb1d..7bb930a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,9 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.10,<3.12"
+argon2-cffi = "^23.1.0"
 chromadb = "^0.4.24"
+dbutils = "^3.1.0"
 extra-streamlit-components = "^0.1.71"
 httpx-sse = "^0.4.0"
 humanize = "^4.9.0"
@@ -29,6 +31,8 @@ pikepdf = "^8.13.0"
 pillow-heif = "^0.15.0"
 pydantic = "^1.10.14"
 python-dotenv = "^1.0.1"
+python-jose = "^3.3.0"
+sqlglot = "^23.0.5"
 sse-starlette = "^2.0.0"
 streamlit = "^1.32.2"
 tenacity = "^8.2.3"
@@ -90,7 +94,13 @@ select = [
     "PD",
 ]
 ignore = ["ANN101", "ANN102", "RET504"]
-exclude = ["frontend/*"]
+exclude = [
+    "backend/api_plugins/*",
+    "backend/database.py",
+    "backend/logger.py",
+    "backend/model.py",
+    "frontend/*"
+]
 
 [tool.ruff.lint.pep8-naming]
 # Allow Pydantic's `@validator` decorator to trigger class method treatment.
diff --git a/template.env b/template.env
index 67038a3..f84c84f 100644
--- a/template.env
+++ b/template.env
@@ -10,3 +10,7 @@ LANGCHAIN_PROJECT="rag-multimodal-demo"
 
 EMBEDDING_OPENAI_ENDPOINT="https://udc-genai.openai.azure.com/"
 EMBEDDING_OPENAI_API_KEY=""
+
+DATABASE_URL=sqlite:///database/rag.sqlite3
+USE_AUTHENTICATION=1
+ADMIN_MODE=0