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7 Commits

Author SHA1 Message Date
Francisco Gaona
97fc235636 WIP - configure list views 2026-01-31 02:46:33 +01:00
Francisco Gaona
c7282ee2a0 WIP - do not display id on list views and correctly format datetime fields 2026-01-26 19:37:17 +01:00
Francisco Gaona
ce65817670 WIP - do not trim history 2026-01-26 19:14:33 +01:00
Francisco Gaona
fe51355d29 WIP - use AI assistant to create records in the system 2026-01-18 09:15:06 +01:00
Francisco Gaona
4f466d7992 WIP - create records via AI Assistant more flexible and dynamic 2026-01-18 08:47:51 +01:00
Francisco Gaona
c822017ef1 WIP - some success creating related records 2026-01-18 05:24:41 +01:00
Francisco Gaona
8b192ba7f5 WIP - using deep agent to create complex workflow 2026-01-18 04:45:15 +01:00
2 changed files with 14 additions and 242 deletions

View File

@@ -2,94 +2,24 @@
* @param { import("knex").Knex } knex * @param { import("knex").Knex } knex
* @returns { Promise<void> } * @returns { Promise<void> }
*/ */
exports.up = async function(knex) { exports.up = function(knex) {
// Check if layout_type column already exists (in case of partial migration) return knex.schema.alterTable('page_layouts', (table) => {
const hasLayoutType = await knex.schema.hasColumn('page_layouts', 'layout_type'); // Add layout_type column to distinguish between detail/edit layouts and list view layouts
// Default to 'detail' for existing layouts
// Check if the old index exists table.enum('layout_type', ['detail', 'list']).notNullable().defaultTo('detail').after('name');
const [indexes] = await knex.raw(`SHOW INDEX FROM page_layouts WHERE Key_name = 'page_layouts_object_id_is_default_index'`);
const hasOldIndex = indexes.length > 0; // Update the unique index to include layout_type so we can have both a default detail and default list layout
table.dropIndex(['object_id', 'is_default']);
// Check if foreign key exists });
const [fks] = await knex.raw(`
SELECT CONSTRAINT_NAME FROM information_schema.TABLE_CONSTRAINTS
WHERE TABLE_SCHEMA = DATABASE()
AND TABLE_NAME = 'page_layouts'
AND CONSTRAINT_TYPE = 'FOREIGN KEY'
AND CONSTRAINT_NAME = 'page_layouts_object_id_foreign'
`);
const hasForeignKey = fks.length > 0;
if (hasOldIndex) {
// First, drop the foreign key constraint that depends on the index (if it exists)
if (hasForeignKey) {
await knex.schema.alterTable('page_layouts', (table) => {
table.dropForeign(['object_id']);
});
}
// Now we can safely drop the old index
await knex.schema.alterTable('page_layouts', (table) => {
table.dropIndex(['object_id', 'is_default']);
});
}
// Add layout_type column if it doesn't exist
if (!hasLayoutType) {
await knex.schema.alterTable('page_layouts', (table) => {
// Add layout_type column to distinguish between detail/edit layouts and list view layouts
// Default to 'detail' for existing layouts
table.enum('layout_type', ['detail', 'list']).notNullable().defaultTo('detail').after('name');
});
}
// Check if new index exists
const [newIndexes] = await knex.raw(`SHOW INDEX FROM page_layouts WHERE Key_name = 'page_layouts_object_id_layout_type_is_default_index'`);
const hasNewIndex = newIndexes.length > 0;
if (!hasNewIndex) {
// Create new index including layout_type
await knex.schema.alterTable('page_layouts', (table) => {
table.index(['object_id', 'layout_type', 'is_default']);
});
}
// Re-check if foreign key exists (may have been dropped above or in previous attempt)
const [fksAfter] = await knex.raw(`
SELECT CONSTRAINT_NAME FROM information_schema.TABLE_CONSTRAINTS
WHERE TABLE_SCHEMA = DATABASE()
AND TABLE_NAME = 'page_layouts'
AND CONSTRAINT_TYPE = 'FOREIGN KEY'
AND CONSTRAINT_NAME = 'page_layouts_object_id_foreign'
`);
if (fksAfter.length === 0) {
// Re-add the foreign key constraint
await knex.schema.alterTable('page_layouts', (table) => {
table.foreign('object_id').references('id').inTable('object_definitions').onDelete('CASCADE');
});
}
}; };
/** /**
* @param { import("knex").Knex } knex * @param { import("knex").Knex } knex
* @returns { Promise<void> } * @returns { Promise<void> }
*/ */
exports.down = async function(knex) { exports.down = function(knex) {
// Drop the foreign key first return knex.schema.alterTable('page_layouts', (table) => {
await knex.schema.alterTable('page_layouts', (table) => {
table.dropForeign(['object_id']);
});
// Drop the new index and column, restore old index
await knex.schema.alterTable('page_layouts', (table) => {
table.dropIndex(['object_id', 'layout_type', 'is_default']);
table.dropColumn('layout_type'); table.dropColumn('layout_type');
table.index(['object_id', 'is_default']); table.index(['object_id', 'is_default']);
}); });
// Re-add the foreign key constraint
await knex.schema.alterTable('page_layouts', (table) => {
table.foreign('object_id').references('id').inTable('object_definitions').onDelete('CASCADE');
});
}; };

View File

@@ -2279,28 +2279,10 @@ export class AiAssistantService {
const content = typeof response.content === 'string' ? response.content : '{}'; const content = typeof response.content === 'string' ? response.content : '{}';
const parsed = await parser.parse(content); const parsed = await parser.parse(content);
const normalizedPlan = this.normalizeSearchPlan(parsed, message, objectDefinition); return this.normalizeSearchPlan(parsed, message);
if (normalizedPlan.strategy === 'query') {
const aiExplanation = await this.generateQueryExplanationWithAi(
model,
message,
objectDefinition,
normalizedPlan,
);
if (aiExplanation) {
normalizedPlan.explanation = aiExplanation;
}
}
return normalizedPlan;
} }
private normalizeSearchPlan( private normalizeSearchPlan(plan: AiSearchPlan, message: string): AiSearchPlan {
plan: AiSearchPlan,
message: string,
objectDefinition?: any,
): AiSearchPlan {
if (!plan || typeof plan !== 'object') { if (!plan || typeof plan !== 'object') {
return this.buildSearchPlanFallback(message); return this.buildSearchPlanFallback(message);
} }
@@ -2320,155 +2302,15 @@ export class AiAssistantService {
}; };
} }
const queryExplanation = this.buildQueryExplanation(
message,
objectDefinition,
Array.isArray(plan.filters) ? plan.filters : [],
plan.sort || null,
);
return { return {
strategy, strategy,
explanation: queryExplanation || explanation, explanation,
keyword: null, keyword: null,
filters: Array.isArray(plan.filters) ? plan.filters : [], filters: Array.isArray(plan.filters) ? plan.filters : [],
sort: plan.sort || null, sort: plan.sort || null,
}; };
} }
private buildQueryExplanation(
message: string,
objectDefinition: any,
filters: AiSearchFilter[],
sort: { field: string; direction: 'asc' | 'desc' } | null,
): string {
const fieldLabelByApiName = new Map<string, string>(
(objectDefinition?.fields || []).map((field: any) => [field.apiName, field.label || field.apiName]),
);
const objectLabel = objectDefinition?.label || objectDefinition?.apiName || 'records';
const filterParts = filters
.map((filter) => this.describeFilter(filter, fieldLabelByApiName))
.filter(Boolean) as string[];
const sortLabel = sort?.field
? fieldLabelByApiName.get(sort.field) || sort.field
: null;
const sortPart =
sortLabel && sort?.direction
? `sorted by ${sortLabel} (${sort.direction === 'desc' ? 'newest/highest first' : 'oldest/lowest first'})`
: '';
if (filterParts.length > 0 && sortPart) {
return `Showing ${objectLabel} where ${filterParts.join(' and ')}, ${sortPart}.`;
}
if (filterParts.length > 0) {
return `Showing ${objectLabel} where ${filterParts.join(' and ')}.`;
}
if (sortPart) {
return `Showing ${objectLabel} ${sortPart}.`;
}
return `Applied filters based on: "${message.trim()}".`;
}
private describeFilter(filter: AiSearchFilter, fieldLabelByApiName: Map<string, string>): string {
const fieldLabel = fieldLabelByApiName.get(filter.field) || filter.field;
const formatValue = (value: any) =>
value === null || value === undefined || value === ''
? 'empty'
: typeof value === 'string'
? `"${value}"`
: String(value);
switch (filter.operator) {
case 'eq':
return `${fieldLabel} is ${formatValue(filter.value)}`;
case 'neq':
return `${fieldLabel} is not ${formatValue(filter.value)}`;
case 'gt':
return `${fieldLabel} is greater than ${formatValue(filter.value)}`;
case 'gte':
return `${fieldLabel} is at least ${formatValue(filter.value)}`;
case 'lt':
return `${fieldLabel} is less than ${formatValue(filter.value)}`;
case 'lte':
return `${fieldLabel} is at most ${formatValue(filter.value)}`;
case 'contains':
return `${fieldLabel} contains ${formatValue(filter.value)}`;
case 'startsWith':
return `${fieldLabel} starts with ${formatValue(filter.value)}`;
case 'endsWith':
return `${fieldLabel} ends with ${formatValue(filter.value)}`;
case 'in':
return `${fieldLabel} is one of ${(filter.values || []).map(formatValue).join(', ')}`;
case 'notIn':
return `${fieldLabel} is not one of ${(filter.values || []).map(formatValue).join(', ')}`;
case 'isNull':
return `${fieldLabel} is empty`;
case 'notNull':
return `${fieldLabel} is not empty`;
case 'between':
if (filter.from && filter.to) {
return `${fieldLabel} is between ${formatValue(filter.from)} and ${formatValue(filter.to)}`;
}
if (filter.from) {
return `${fieldLabel} is from ${formatValue(filter.from)} onward`;
}
if (filter.to) {
return `${fieldLabel} is up to ${formatValue(filter.to)}`;
}
return `${fieldLabel} uses a date range filter`;
default:
return '';
}
}
private async generateQueryExplanationWithAi(
model: ChatOpenAI,
message: string,
objectDefinition: any,
plan: AiSearchPlan,
): Promise<string | null> {
try {
const fields = (objectDefinition?.fields || []).map((field: any) => ({
apiName: field.apiName,
label: field.label || field.apiName,
}));
const response = await model.invoke([
new SystemMessage(
`You explain CRM list query results in plain language for end users.` +
`\nWrite one short sentence (max 25 words).` +
`\nDescribe the resulting filters/sort in business language.` +
`\nDo NOT mention SQL, JSON, "strategy", "query mode", or AI decision process.` +
`\nIf values are present, mention the most important ones clearly.`,
),
new HumanMessage(
`Object: ${objectDefinition?.label || objectDefinition?.apiName || 'records'}\n` +
`User request: ${message}\n` +
`Available fields: ${JSON.stringify(fields)}\n` +
`Applied filters: ${JSON.stringify(plan.filters || [])}\n` +
`Applied sort: ${JSON.stringify(plan.sort || null)}\n` +
`Current explanation draft: ${plan.explanation}`,
),
]);
const content = Array.isArray(response.content)
? response.content
.map((part: any) => (typeof part === 'string' ? part : part?.text || ''))
.join(' ')
: String(response.content || '');
const cleaned = content.trim().replace(/\s+/g, ' ');
return cleaned || null;
} catch (error) {
this.logger.warn(`AI query explanation refinement failed: ${error.message}`);
return null;
}
}
private sanitizeUserOwnerFields( private sanitizeUserOwnerFields(
fields: Record<string, any>, fields: Record<string, any>,
fieldDefinitions: any[], fieldDefinitions: any[],