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Text-to-SQL proof of concept (#5788)

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Added:
- An "Ask AI" command to the command menu.
- A simple GraphQL resolver that converts the user's question into a
relevant SQL query using an LLM, runs the query, and returns the result.

<img width="428" alt="Screenshot 2024-06-09 at 20 53 09"
src="https://github.com/twentyhq/twenty/assets/171685816/57127f37-d4a6-498d-b253-733ffa0d209f">

No security concerns have been addressed, this is only a
proof-of-concept and not intended to be enabled in production.

All changes are behind a feature flag called `IS_ASK_AI_ENABLED`.

---------

Co-authored-by: Félix Malfait <felix.malfait@gmail.com>
This commit is contained in:
ad-elias
2024-07-04 08:57:26 +02:00
committed by GitHub
parent 25fce27fe3
commit 4c642a0bb8
46 changed files with 1463 additions and 40 deletions
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57
packages/twenty-front/src/generated/graphql.tsx
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@@ -20,6 +20,13 @@ export type Scalars = {
Upload: any;
};
export type AisqlQueryResult = {
__typename?: 'AISQLQueryResult';
queryFailedErrorMessage?: Maybe<Scalars['String']>;
sqlQuery: Scalars['String'];
sqlQueryResult?: Maybe<Scalars['String']>;
};
export type ActivateWorkspaceInput = {
displayName?: InputMaybe<Scalars['String']>;
};
@@ -526,6 +533,7 @@ export type Query = {
currentUser: User;
currentWorkspace: Workspace;
findWorkspaceFromInviteHash: Workspace;
getAISQLQuery: AisqlQueryResult;
getPostgresCredentials?: Maybe<PostgresCredentials>;
getProductPrices: ProductPricesEntity;
getTimelineCalendarEventsFromCompanyId: TimelineCalendarEventsWithTotal;
@@ -559,6 +567,11 @@ export type QueryFindWorkspaceFromInviteHashArgs = {
};
export type QueryGetAisqlQueryArgs = {
text: Scalars['String'];
};
export type QueryGetProductPricesArgs = {
product: Scalars['String'];
};
@@ -1264,6 +1277,13 @@ export type SkipSyncEmailOnboardingStepMutationVariables = Exact<{ [key: string]
export type SkipSyncEmailOnboardingStepMutation = { __typename?: 'Mutation', skipSyncEmailOnboardingStep: { __typename?: 'OnboardingStepSuccess', success: boolean } };
export type GetAisqlQueryQueryVariables = Exact<{
text: Scalars['String'];
}>;
export type GetAisqlQueryQuery = { __typename?: 'Query', getAISQLQuery: { __typename?: 'AISQLQueryResult', sqlQuery: string, sqlQueryResult?: string | null, queryFailedErrorMessage?: string | null } };
export type UserQueryFragmentFragment = { __typename?: 'User', id: any, firstName: string, lastName: string, email: string, canImpersonate: boolean, supportUserHash?: string | null, onboardingStatus?: OnboardingStatus | null, workspaceMember?: { __typename?: 'WorkspaceMember', id: any, colorScheme: string, avatarUrl?: string | null, locale: string, name: { __typename?: 'FullName', firstName: string, lastName: string } } | null, defaultWorkspace: { __typename?: 'Workspace', id: any, displayName?: string | null, logo?: string | null, domainName?: string | null, inviteHash?: string | null, allowImpersonation: boolean, activationStatus: string, currentCacheVersion?: string | null, workspaceMembersCount?: number | null, featureFlags?: Array<{ __typename?: 'FeatureFlag', id: any, key: string, value: boolean, workspaceId: string }> | null, currentBillingSubscription?: { __typename?: 'BillingSubscription', id: any, status: SubscriptionStatus, interval?: SubscriptionInterval | null } | null }, workspaces: Array<{ __typename?: 'UserWorkspace', workspace?: { __typename?: 'Workspace', id: any, logo?: string | null, displayName?: string | null, domainName?: string | null } | null }> };
export type DeleteUserAccountMutationVariables = Exact<{ [key: string]: never; }>;
@@ -2449,6 +2469,43 @@ export function useSkipSyncEmailOnboardingStepMutation(baseOptions?: Apollo.Muta
export type SkipSyncEmailOnboardingStepMutationHookResult = ReturnType<typeof useSkipSyncEmailOnboardingStepMutation>;
export type SkipSyncEmailOnboardingStepMutationResult = Apollo.MutationResult<SkipSyncEmailOnboardingStepMutation>;
export type SkipSyncEmailOnboardingStepMutationOptions = Apollo.BaseMutationOptions<SkipSyncEmailOnboardingStepMutation, SkipSyncEmailOnboardingStepMutationVariables>;
export const GetAisqlQueryDocument = gql`
query GetAISQLQuery($text: String!) {
getAISQLQuery(text: $text) {
sqlQuery
sqlQueryResult
queryFailedErrorMessage
}
}
`;
/**
* __useGetAisqlQueryQuery__
*
* To run a query within a React component, call `useGetAisqlQueryQuery` and pass it any options that fit your needs.
* When your component renders, `useGetAisqlQueryQuery` returns an object from Apollo Client that contains loading, error, and data properties
* you can use to render your UI.
*
* @param baseOptions options that will be passed into the query, supported options are listed on: https://www.apollographql.com/docs/react/api/react-hooks/#options;
*
* @example
* const { data, loading, error } = useGetAisqlQueryQuery({
* variables: {
* text: // value for 'text'
* },
* });
*/
export function useGetAisqlQueryQuery(baseOptions: Apollo.QueryHookOptions<GetAisqlQueryQuery, GetAisqlQueryQueryVariables>) {
const options = {...defaultOptions, ...baseOptions}
return Apollo.useQuery<GetAisqlQueryQuery, GetAisqlQueryQueryVariables>(GetAisqlQueryDocument, options);
}
export function useGetAisqlQueryLazyQuery(baseOptions?: Apollo.LazyQueryHookOptions<GetAisqlQueryQuery, GetAisqlQueryQueryVariables>) {
const options = {...defaultOptions, ...baseOptions}
return Apollo.useLazyQuery<GetAisqlQueryQuery, GetAisqlQueryQueryVariables>(GetAisqlQueryDocument, options);
}
export type GetAisqlQueryQueryHookResult = ReturnType<typeof useGetAisqlQueryQuery>;
export type GetAisqlQueryLazyQueryHookResult = ReturnType<typeof useGetAisqlQueryLazyQuery>;
export type GetAisqlQueryQueryResult = Apollo.QueryResult<GetAisqlQueryQuery, GetAisqlQueryQueryVariables>;
export const DeleteUserAccountDocument = gql`
mutation DeleteUserAccount {
deleteUser {