From 32c9e6688383bf29f9a7b7f07cb4c40bac5ad445 Mon Sep 17 00:00:00 2001 From: Anthony Malkoun Date: Mon, 1 Apr 2024 19:45:52 +0300 Subject: [PATCH 1/4] Add server side validation of OpenAI key --- text2sql-backend/dataline/models/user/schema.py | 15 +++++++++++++-- text2sql-backend/tests/api/test_settings.py | 17 ++++++++++++----- .../src/components/Settings/utils.ts | 16 +++++++++------- 3 files changed, 34 insertions(+), 14 deletions(-) diff --git a/text2sql-backend/dataline/models/user/schema.py b/text2sql-backend/dataline/models/user/schema.py index 03a4919e..c698394a 100644 --- a/text2sql-backend/dataline/models/user/schema.py +++ b/text2sql-backend/dataline/models/user/schema.py @@ -1,11 +1,22 @@ from typing import Optional -from pydantic import BaseModel, ConfigDict, Field +import openai +from pydantic import BaseModel, ConfigDict, Field, field_validator class UserUpdateIn(BaseModel): name: Optional[str] = Field(None, min_length=1, max_length=250) - openai_api_key: Optional[str] = Field(None, min_length=1) + openai_api_key: Optional[str] = Field(None, min_length=4, pattern=r"^sk-(\w|\d)+$") + + @field_validator("openai_api_key") + @classmethod + def check_openai_key(cls, openai_key: str) -> str: + client = openai.OpenAI(api_key=openai_key) + try: + client.models.list() + except openai.AuthenticationError as e: + raise ValueError("Invalid OpenAI Key") from e + return openai_key class UserOut(BaseModel): diff --git a/text2sql-backend/tests/api/test_settings.py b/text2sql-backend/tests/api/test_settings.py index c843173f..356114de 100644 --- a/text2sql-backend/tests/api/test_settings.py +++ b/text2sql-backend/tests/api/test_settings.py @@ -5,6 +5,8 @@ import pytest import pytest_asyncio from fastapi.testclient import TestClient +from openai.resources.models import Models as OpenAIModels +from unittest.mock import MagicMock, patch logger = logging.getLogger(__name__) @@ -55,24 +57,29 @@ async def test_update_user_info_invalid_openai_key(client: TestClient) -> None: @pytest.mark.asyncio -async def test_update_user_info_valid_openai_key(client: TestClient) -> None: +@patch.object(OpenAIModels, "list") +async def test_update_user_info_valid_openai_key(mock_openai_model_list: MagicMock, client: TestClient) -> None: openai_key = "sk-Mioanowida" user_in = {"openai_api_key": openai_key} response = client.patch("/settings/info", json=user_in) - assert response.status_code == 200 + assert response.status_code == 200, response.json() assert response.json()["data"]["openai_api_key"] == openai_key + mock_openai_model_list.assert_called_once() @pytest.mark.asyncio -async def test_update_user_info_extra_fields_ignored(client: TestClient) -> None: - user_in = {"name": "John", "openai_api_key": "key", "extra": "extra"} +@patch.object(OpenAIModels, "list") +async def test_update_user_info_extra_fields_ignored(mock_openai_model_list: MagicMock, client: TestClient) -> None: + user_in = {"name": "John", "openai_api_key": "sk-1234", "extra": "extra"} response = client.patch("/settings/info", json=user_in) assert response.status_code == 200 assert "extra" not in response.json()["data"] + mock_openai_model_list.assert_called_once() @pytest_asyncio.fixture -async def user_info(client: TestClient) -> dict[str, str]: +@patch.object(OpenAIModels, "list") +async def user_info(mock_openai_model_list: MagicMock, client: TestClient) -> dict[str, str]: user_in = { "name": "John", "openai_api_key": "sk-asoiasdfl", diff --git a/text2sql-frontend/src/components/Settings/utils.ts b/text2sql-frontend/src/components/Settings/utils.ts index 6175ac2c..2b4e8b94 100644 --- a/text2sql-frontend/src/components/Settings/utils.ts +++ b/text2sql-frontend/src/components/Settings/utils.ts @@ -1,4 +1,5 @@ import { api } from "@/api"; +import { isAxiosError } from "axios"; import { enqueueSnackbar } from "notistack"; export async function updateName(name: string | null) { @@ -15,19 +16,20 @@ export async function updateName(name: string | null) { } export async function updateApiKey(apiKey: string | null): Promise { + const invalidKeyMessage = "Invalid OpenAI API key."; if (apiKey === null || apiKey === "" || !apiKey.startsWith("sk-")) { - // TODO: Show error banner: Invalid OpenAI API key - enqueueSnackbar({ - variant: "error", - message: "Invalid OpenAI API key.", - }); + enqueueSnackbar({ variant: "error", message: invalidKeyMessage }); return false; } try { await api.updateUserInfo({ openai_api_key: apiKey }); return true; - } catch { - enqueueSnackbar({ variant: "error", message: "Error updating API key" }); + } catch (exception) { + if (isAxiosError(exception) && exception.response?.status === 422) { + enqueueSnackbar({ variant: "error", message: invalidKeyMessage }); + } else { + enqueueSnackbar({ variant: "error", message: "Error updating API key" }); + } return false; } } From 2514ecda79733027566aef23a91e62b06fc725f8 Mon Sep 17 00:00:00 2001 From: Anthony Malkoun Date: Mon, 1 Apr 2024 23:24:55 +0300 Subject: [PATCH 2/4] Allow setting preferred model on the backend --- ...8eb4b2_add_preferred_openai_model_field.py | 35 +++++++++++++++++++ text2sql-backend/context_builder.py | 2 +- text2sql-backend/dataline/config.py | 2 ++ .../dataline/models/user/model.py | 1 + .../dataline/models/user/schema.py | 10 +++++- .../dataline/repositories/user.py | 1 + .../dataline/services/settings.py | 32 +++++++++++++++++ text2sql-backend/llm.py | 4 +-- text2sql-backend/main.py | 6 ++-- text2sql-backend/query_manager.py | 4 +-- text2sql-backend/services.py | 6 ++-- text2sql-backend/tests/api/test_settings.py | 16 +++++++-- 12 files changed, 106 insertions(+), 13 deletions(-) create mode 100644 text2sql-backend/alembic/versions/2024_04_01_2221-ffda068eb4b2_add_preferred_openai_model_field.py diff --git a/text2sql-backend/alembic/versions/2024_04_01_2221-ffda068eb4b2_add_preferred_openai_model_field.py b/text2sql-backend/alembic/versions/2024_04_01_2221-ffda068eb4b2_add_preferred_openai_model_field.py new file mode 100644 index 00000000..750fcdc2 --- /dev/null +++ b/text2sql-backend/alembic/versions/2024_04_01_2221-ffda068eb4b2_add_preferred_openai_model_field.py @@ -0,0 +1,35 @@ +"""Add preferred openai model field + +Revision ID: ffda068eb4b2 +Revises: 32035ba6ade3 +Create Date: 2024-04-01 22:21:50.205103 + +""" + +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa + + +# revision identifiers, used by Alembic. +revision: str = "ffda068eb4b2" +down_revision: Union[str, None] = "32035ba6ade3" +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + # ### commands auto generated by Alembic - please adjust! ### + with op.batch_alter_table("user", schema=None) as batch_op: + batch_op.add_column(sa.Column("preferred_openai_model", sa.String(), nullable=True)) + + # ### end Alembic commands ### + + +def downgrade() -> None: + # ### commands auto generated by Alembic - please adjust! ### + with op.batch_alter_table("user", schema=None) as batch_op: + batch_op.drop_column("preferred_openai_model") + + # ### end Alembic commands ### diff --git a/text2sql-backend/context_builder.py b/text2sql-backend/context_builder.py index 66492095..5e5bcc8a 100644 --- a/text2sql-backend/context_builder.py +++ b/text2sql-backend/context_builder.py @@ -45,9 +45,9 @@ def __init__( connection: Connection, sql_database: CustomSQLDatabase, openai_api_key: str, + model: str, context_dict: Optional[dict[str, str]] = None, context_str: Optional[str] = None, - model: Optional[str] = "gpt-4", embedding_model: Optional[str] = "text-embedding-ada-002", temperature: Optional[float] = 0.0, ): diff --git a/text2sql-backend/dataline/config.py b/text2sql-backend/dataline/config.py index 15264f5b..f5820946 100644 --- a/text2sql-backend/dataline/config.py +++ b/text2sql-backend/dataline/config.py @@ -14,5 +14,7 @@ class Config(BaseSettings): sample_netflix_path: str = str(Path(__file__).parent / "samples" / "netflix.sqlite3") sample_titanic_path: str = str(Path(__file__).parent / "samples" / "titanic.sqlite3") + default_model: str = "gpt-4" + config = Config() diff --git a/text2sql-backend/dataline/models/user/model.py b/text2sql-backend/dataline/models/user/model.py index 7f8c89e3..c0eb8c49 100644 --- a/text2sql-backend/dataline/models/user/model.py +++ b/text2sql-backend/dataline/models/user/model.py @@ -8,3 +8,4 @@ class UserModel(DBModel, UUIDMixin): __tablename__ = "user" name: Mapped[str | None] = mapped_column("name", String(100), nullable=True) openai_api_key: Mapped[str | None] = mapped_column("openai_api_key", String, nullable=True) + preferred_openai_model: Mapped[str | None] = mapped_column("preferred_openai_model", String, nullable=True) diff --git a/text2sql-backend/dataline/models/user/schema.py b/text2sql-backend/dataline/models/user/schema.py index c698394a..c5cb2aca 100644 --- a/text2sql-backend/dataline/models/user/schema.py +++ b/text2sql-backend/dataline/models/user/schema.py @@ -3,17 +3,24 @@ import openai from pydantic import BaseModel, ConfigDict, Field, field_validator +from dataline.config import config + class UserUpdateIn(BaseModel): name: Optional[str] = Field(None, min_length=1, max_length=250) openai_api_key: Optional[str] = Field(None, min_length=4, pattern=r"^sk-(\w|\d)+$") + preferred_openai_model: Optional[str] = None @field_validator("openai_api_key") @classmethod def check_openai_key(cls, openai_key: str) -> str: client = openai.OpenAI(api_key=openai_key) try: - client.models.list() + required_models = [config.default_model, "gpt-3.5-turbo"] + models = client.models.list() + assert any( + model.id == required_model for model in models for required_model in required_models + ), f"Must have access to at least one of {required_models}" except openai.AuthenticationError as e: raise ValueError("Invalid OpenAI Key") from e return openai_key @@ -24,6 +31,7 @@ class UserOut(BaseModel): name: Optional[str] = None openai_api_key: Optional[str] = None + preferred_openai_model: Optional[str] = None class AvatarOut(BaseModel): diff --git a/text2sql-backend/dataline/repositories/user.py b/text2sql-backend/dataline/repositories/user.py index fd967678..2f49139c 100644 --- a/text2sql-backend/dataline/repositories/user.py +++ b/text2sql-backend/dataline/repositories/user.py @@ -12,6 +12,7 @@ class UserCreate(BaseModel): name: Optional[str] = None openai_api_key: Optional[str] = None + preferred_openai_model: Optional[str] = None class UserUpdate(UserCreate): ... diff --git a/text2sql-backend/dataline/services/settings.py b/text2sql-backend/dataline/services/settings.py index 3b280041..bcce1da2 100644 --- a/text2sql-backend/dataline/services/settings.py +++ b/text2sql-backend/dataline/services/settings.py @@ -3,7 +3,9 @@ from uuid import uuid4 from fastapi import Depends, UploadFile +import openai +from dataline.config import config from dataline.models.media.model import MediaModel from dataline.models.user.schema import UserOut, UserUpdateIn from dataline.repositories.base import AsyncSession, NotFoundError @@ -11,6 +13,11 @@ from dataline.repositories.user import UserCreate, UserRepository, UserUpdate +def model_exists(openai_api_key: str, model: str): + models = openai.OpenAI(api_key=openai_api_key).models.list() + return model in {model.id for model in models} + + class SettingsService: media_repo: MediaRepository user_repo: UserRepository @@ -62,10 +69,28 @@ async def update_user_info(self, session: AsyncSession, data: UserUpdateIn) -> U if user_info is None: # Create user with data user_create = UserCreate.model_construct(**data.model_dump(exclude_none=True)) + if user_create.openai_api_key and user_create.preferred_openai_model is None: + user_create.preferred_openai_model = ( + config.default_model + if model_exists(user_create.openai_api_key, config.default_model) + else "gpt-3.5-turbo" + ) user = await self.user_repo.create(session, user_create) else: # Update user with data user_update = UserUpdate.model_construct(**data.model_dump(exclude_none=True)) + if user_update.openai_api_key: + key_to_check = user_update.openai_api_key + model_to_check = ( + user_update.preferred_openai_model or user_info.preferred_openai_model or config.default_model + ) + assert model_exists( + key_to_check, model_to_check + ), f"model {model_to_check} not accessible with current key" + elif user_update.preferred_openai_model and user_info.openai_api_key: + assert model_exists( + user_info.openai_api_key, user_update.preferred_openai_model + ), f"model {user_update.preferred_openai_model} not accessible with current key" user = await self.user_repo.update_by_id(session, record_id=user_info.id, data=user_update) return UserOut.model_validate(user) @@ -83,3 +108,10 @@ async def get_openai_api_key(self, session: AsyncSession) -> str: raise Exception("User or OpenAI key not setup. Please setup your application.") return user_info.openai_api_key + + async def get_preferred_model(self, session: AsyncSession) -> str: + user_info = await self.user_repo.get_one_or_none(session) + if user_info is None or not user_info.openai_api_key: + raise Exception("User or OpenAI key not setup. Please setup your application.") + + return user_info.preferred_openai_model or config.default_model diff --git a/text2sql-backend/llm.py b/text2sql-backend/llm.py index 0572b255..3380ad9c 100644 --- a/text2sql-backend/llm.py +++ b/text2sql-backend/llm.py @@ -1,5 +1,5 @@ import functools -from typing import AsyncIterator, Awaitable, Callable, Literal +from typing import AsyncIterator import openai @@ -10,7 +10,7 @@ class ChatLLM: def __init__( self, openai_api_key: str, - model: Literal["gpt-4"] = "gpt-4", + model: str, temperature: float = 0.0, ): self.model = model diff --git a/text2sql-backend/main.py b/text2sql-backend/main.py index 9f643d2a..bc15396e 100644 --- a/text2sql-backend/main.py +++ b/text2sql-backend/main.py @@ -134,7 +134,8 @@ async def execute_sql( raise HTTPException(status_code=404, detail="Invalid connection_id") openai_key = await settings_service.get_openai_api_key(session) - query_service = QueryService(connection, openai_api_key=openai_key) + preferred_model = await settings_service.get_preferred_model(session) + query_service = QueryService(connection, openai_api_key=openai_key, model_name=preferred_model) # Execute query data = query_service.run_sql(sql) @@ -200,7 +201,8 @@ async def query( raise HTTPException(status_code=404, detail="Invalid connection_id") openai_key = await settings_service.get_openai_api_key(session) - query_service = QueryService(connection=connection, openai_api_key=openai_key, model_name="gpt-3.5-turbo") + preferred_model = await settings_service.get_preferred_model(session) + query_service = QueryService(connection=connection, openai_api_key=openai_key, model_name=preferred_model) response = await query_service.query(query, conversation_id=conversation_id) unsaved_results = results_from_query_response(response) diff --git a/text2sql-backend/query_manager.py b/text2sql-backend/query_manager.py index 1298f92d..132c79e6 100644 --- a/text2sql-backend/query_manager.py +++ b/text2sql-backend/query_manager.py @@ -1,6 +1,6 @@ import functools import logging -from typing import Literal, Optional +from typing import Optional import openai from openai.types.chat import ChatCompletionChunk @@ -17,8 +17,8 @@ def __init__( self, dsn: str, openai_api_key: str, + model: str, examples: Optional[dict] = None, - model: Literal["gpt-4"] = "gpt-4", embedding_model: Optional[str] = "text-embedding-ada-002", temperature: float = 0.0, ): diff --git a/text2sql-backend/services.py b/text2sql-backend/services.py index 52933082..f693ed54 100644 --- a/text2sql-backend/services.py +++ b/text2sql-backend/services.py @@ -106,7 +106,7 @@ def __init__( self, connection: Connection, openai_api_key: str, - model_name: str = "gpt-4", + model_name: str, temperature: float = 0.0, ) -> None: self.session = connection @@ -114,7 +114,9 @@ def __init__( self.insp = inspect(self.engine) self.table_names = self.insp.get_table_names() self.sql_db = CustomSQLDatabase(self.engine, include_tables=self.table_names) - self.context_builder = CustomSQLContextContainerBuilder(connection, self.sql_db, openai_api_key=openai_api_key) + self.context_builder = CustomSQLContextContainerBuilder( + connection, self.sql_db, openai_api_key=openai_api_key, model=model_name + ) self.query_manager = SQLQueryManager( dsn=connection.dsn, openai_api_key=openai_api_key, model=model_name, temperature=temperature ) diff --git a/text2sql-backend/tests/api/test_settings.py b/text2sql-backend/tests/api/test_settings.py index 356114de..e0e530eb 100644 --- a/text2sql-backend/tests/api/test_settings.py +++ b/text2sql-backend/tests/api/test_settings.py @@ -23,6 +23,7 @@ async def test_update_user_info_name(client: TestClient) -> None: "data": { "name": "John", "openai_api_key": None, + "preferred_openai_model": None, }, } @@ -59,27 +60,36 @@ async def test_update_user_info_invalid_openai_key(client: TestClient) -> None: @pytest.mark.asyncio @patch.object(OpenAIModels, "list") async def test_update_user_info_valid_openai_key(mock_openai_model_list: MagicMock, client: TestClient) -> None: + mock_model = MagicMock() + mock_model.id = "gpt-4" + mock_openai_model_list.return_value = [mock_model] openai_key = "sk-Mioanowida" user_in = {"openai_api_key": openai_key} response = client.patch("/settings/info", json=user_in) assert response.status_code == 200, response.json() assert response.json()["data"]["openai_api_key"] == openai_key - mock_openai_model_list.assert_called_once() + mock_openai_model_list.assert_called() @pytest.mark.asyncio @patch.object(OpenAIModels, "list") async def test_update_user_info_extra_fields_ignored(mock_openai_model_list: MagicMock, client: TestClient) -> None: + mock_model = MagicMock() + mock_model.id = "gpt-4" + mock_openai_model_list.return_value = [mock_model] user_in = {"name": "John", "openai_api_key": "sk-1234", "extra": "extra"} response = client.patch("/settings/info", json=user_in) assert response.status_code == 200 assert "extra" not in response.json()["data"] - mock_openai_model_list.assert_called_once() + mock_openai_model_list.assert_called() @pytest_asyncio.fixture @patch.object(OpenAIModels, "list") async def user_info(mock_openai_model_list: MagicMock, client: TestClient) -> dict[str, str]: + mock_model = MagicMock() + mock_model.id = "gpt-4" + mock_openai_model_list.return_value = [mock_model] user_in = { "name": "John", "openai_api_key": "sk-asoiasdfl", @@ -98,7 +108,7 @@ async def test_get_info(client: TestClient, user_info: dict[str, str]) -> None: # Check that the response body contains the expected data # Replace this with your actual assertions based on your application's logic - assert response.json()["data"] == user_info + assert response.json()["data"] == {**user_info, "preferred_openai_model": "gpt-4"} @pytest.mark.asyncio From 40d371ff299be294516ee6369327d7fcef7613f2 Mon Sep 17 00:00:00 2001 From: Anthony Malkoun Date: Mon, 1 Apr 2024 23:41:03 +0300 Subject: [PATCH 3/4] Show api key permissions notice on FE --- text2sql-frontend/src/components/Home/Home.tsx | 2 +- .../src/components/Settings/OpenAIKeyPopup.tsx | 13 +++++++++++++ .../src/components/Settings/Settings.tsx | 11 +++++++++++ 3 files changed, 25 insertions(+), 1 deletion(-) diff --git a/text2sql-frontend/src/components/Home/Home.tsx b/text2sql-frontend/src/components/Home/Home.tsx index 7c236cc5..61875b48 100644 --- a/text2sql-frontend/src/components/Home/Home.tsx +++ b/text2sql-frontend/src/components/Home/Home.tsx @@ -24,7 +24,7 @@ export const Home = () => { ) : (
- +
); }; diff --git a/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx b/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx index 4cd00d70..59bbc74d 100644 --- a/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx +++ b/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx @@ -56,6 +56,19 @@ export function OpenAIKeyPopup() { onKeyUp={handleKeyPress} /> + +

+ * Your API key must have{" "} + + full permissions{" "} + + for Dataline to work properly. +

+ diff --git a/text2sql-frontend/src/components/Settings/Settings.tsx b/text2sql-frontend/src/components/Settings/Settings.tsx index df10c2d0..4ec9d5d8 100644 --- a/text2sql-frontend/src/components/Settings/Settings.tsx +++ b/text2sql-frontend/src/components/Settings/Settings.tsx @@ -181,6 +181,17 @@ export default function Account() { onChange={setApiKey} /> +

+ * Your API key must have{" "} + + full permissions{" "} + + for Dataline to work properly. +

From 99330a73ee3d8a3fff1b2f577baef82e39d895ba Mon Sep 17 00:00:00 2001 From: Anthony Malkoun Date: Thu, 4 Apr 2024 11:32:41 +0300 Subject: [PATCH 4/4] Replace assertions with if nots, update permissions disclaimer message --- text2sql-backend/dataline/models/user/schema.py | 5 ++--- text2sql-backend/dataline/services/settings.py | 10 ++++------ .../src/components/Settings/OpenAIKeyPopup.tsx | 4 ++-- text2sql-frontend/src/components/Settings/Settings.tsx | 4 ++-- 4 files changed, 10 insertions(+), 13 deletions(-) diff --git a/text2sql-backend/dataline/models/user/schema.py b/text2sql-backend/dataline/models/user/schema.py index c5cb2aca..608be41d 100644 --- a/text2sql-backend/dataline/models/user/schema.py +++ b/text2sql-backend/dataline/models/user/schema.py @@ -18,9 +18,8 @@ def check_openai_key(cls, openai_key: str) -> str: try: required_models = [config.default_model, "gpt-3.5-turbo"] models = client.models.list() - assert any( - model.id == required_model for model in models for required_model in required_models - ), f"Must have access to at least one of {required_models}" + if not any(model.id == required_model for model in models for required_model in required_models): + raise ValueError(f"Must have access to at least one of {required_models}") except openai.AuthenticationError as e: raise ValueError("Invalid OpenAI Key") from e return openai_key diff --git a/text2sql-backend/dataline/services/settings.py b/text2sql-backend/dataline/services/settings.py index bcce1da2..6d140167 100644 --- a/text2sql-backend/dataline/services/settings.py +++ b/text2sql-backend/dataline/services/settings.py @@ -84,13 +84,11 @@ async def update_user_info(self, session: AsyncSession, data: UserUpdateIn) -> U model_to_check = ( user_update.preferred_openai_model or user_info.preferred_openai_model or config.default_model ) - assert model_exists( - key_to_check, model_to_check - ), f"model {model_to_check} not accessible with current key" + if not model_exists(key_to_check, model_to_check): + raise Exception(f"model {model_to_check} not accessible with current key") elif user_update.preferred_openai_model and user_info.openai_api_key: - assert model_exists( - user_info.openai_api_key, user_update.preferred_openai_model - ), f"model {user_update.preferred_openai_model} not accessible with current key" + if not model_exists(user_info.openai_api_key, user_update.preferred_openai_model): + raise Exception(f"model {user_update.preferred_openai_model} not accessible with current key") user = await self.user_repo.update_by_id(session, record_id=user_info.id, data=user_update) return UserOut.model_validate(user) diff --git a/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx b/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx index 59bbc74d..aae13d1a 100644 --- a/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx +++ b/text2sql-frontend/src/components/Settings/OpenAIKeyPopup.tsx @@ -58,7 +58,7 @@ export function OpenAIKeyPopup() {

- * Your API key must have{" "} + * Please update your API key with{" "} full permissions{" "} - for Dataline to work properly. + to use DataLine.

diff --git a/text2sql-frontend/src/components/Settings/Settings.tsx b/text2sql-frontend/src/components/Settings/Settings.tsx index 4ec9d5d8..6a826199 100644 --- a/text2sql-frontend/src/components/Settings/Settings.tsx +++ b/text2sql-frontend/src/components/Settings/Settings.tsx @@ -182,7 +182,7 @@ export default function Account() { />

- * Your API key must have{" "} + * Please update your API key with{" "} full permissions{" "} - for Dataline to work properly. + to use DataLine.