forked from NuQloud/nc-talk-ai
Talk AI is a multi-bot AI assistant manager for Nextcloud Talk: per-bot prompts and models, agentic tool calling (MCP + built-in tools), RAG over Nextcloud files, room-document search, vision and speech-to-text attachments, persistent bot wikis, approval workflows, rate limiting, and multi-provider LLM support (any OpenAI-compatible endpoint). Developed within EDUC - the European Digital UniverCity (https://educalliance.eu), where it runs as the 'EDUC AI' assistant on the alliance-wide Nextcloud portal. This public repository is the upstream point of truth; deployment-specific tools plug in via the tool-provider extension point (docs/TOOL_PROVIDERS.md). License: AGPL-3.0-or-later.
214 lines
6.3 KiB
PHP
214 lines
6.3 KiB
PHP
<?php
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declare(strict_types=1);
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namespace OCA\EducAI\Migration;
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use Closure;
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use OCP\DB\ISchemaWrapper;
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use OCP\DB\Types;
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use OCP\Migration\IOutput;
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use OCP\Migration\SimpleMigrationStep;
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class Version020500Date20251112000000 extends SimpleMigrationStep {
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/**
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* @param IOutput $output
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* @param Closure $schemaClosure The `\\Closure` returns a `ISchemaWrapper`
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* @param array $options
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* @return null|ISchemaWrapper
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*/
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public function changeSchema(IOutput $output, Closure $schemaClosure, array $options): ?ISchemaWrapper {
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/** @var ISchemaWrapper $schema */
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$schema = $schemaClosure();
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if ($schema->hasTable('educai_bots')) {
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$table = $schema->getTable('educai_bots');
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if (!$table->hasColumn('rag_enabled')) {
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$table->addColumn('rag_enabled', Types::BOOLEAN, [
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'notnull' => false,
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// Store default as integer to avoid platform issues interpreting "false" as string
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'default' => 0,
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]);
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}
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}
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if ($schema->hasTable('educai_settings')) {
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$table = $schema->getTable('educai_settings');
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if (!$table->hasColumn('embedding_api_endpoint')) {
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$table->addColumn('embedding_api_endpoint', Types::STRING, [
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'length' => 255,
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('embedding_api_key')) {
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$table->addColumn('embedding_api_key', Types::TEXT, [
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('embedding_model')) {
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$table->addColumn('embedding_model', Types::STRING, [
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'length' => 255,
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('rag_chunk_size')) {
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$table->addColumn('rag_chunk_size', Types::INTEGER, [
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('rag_chunk_overlap')) {
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$table->addColumn('rag_chunk_overlap', Types::INTEGER, [
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('rag_top_k')) {
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$table->addColumn('rag_top_k', Types::INTEGER, [
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('rag_max_context_tokens')) {
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$table->addColumn('rag_max_context_tokens', Types::INTEGER, [
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'notnull' => false,
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]);
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}
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if (!$table->hasColumn('rag_enabled')) {
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$table->addColumn('rag_enabled', Types::BOOLEAN, [
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'notnull' => false,
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// Store default as integer to avoid platform issues interpreting "false" as string
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'default' => 0,
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]);
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}
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}
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$botSourcesTableName = 'educai_bot_sources';
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if (!$schema->hasTable($botSourcesTableName)) {
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$table = $schema->createTable($botSourcesTableName);
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$table->addColumn('id', Types::INTEGER, [
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'unsigned' => true,
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'notnull' => true,
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'autoincrement' => true,
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]);
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$table->addColumn('bot_id', Types::INTEGER, [
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'unsigned' => true,
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'notnull' => true,
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]);
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$table->addColumn('owner_uid', Types::STRING, [
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'length' => 64,
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'notnull' => true,
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]);
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$table->addColumn('node_id', Types::BIGINT, [
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'unsigned' => true,
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'notnull' => true,
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]);
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$table->addColumn('node_type', Types::STRING, [
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'length' => 16,
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'notnull' => true,
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]);
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$table->addColumn('checksum', Types::STRING, [
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'length' => 128,
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'notnull' => false,
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]);
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$table->addColumn('status', Types::STRING, [
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'length' => 16,
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'notnull' => true,
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'default' => 'pending',
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]);
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$table->addColumn('error_message', Types::TEXT, [
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'notnull' => false,
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]);
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$table->addColumn('last_indexed_at', Types::INTEGER, [
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'notnull' => false,
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]);
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$table->addColumn('created_at', Types::INTEGER, [
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'notnull' => true,
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]);
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$table->addColumn('updated_at', Types::INTEGER, [
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'notnull' => true,
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]);
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$table->setPrimaryKey(['id']);
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}
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$botSourcesTable = $schema->getTable($botSourcesTableName);
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if ($botSourcesTable->hasIndex('educai_bot_sources_bot_idx')) {
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$botSourcesTable->dropIndex('educai_bot_sources_bot_idx');
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}
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if (!$botSourcesTable->hasIndex('educai_bot_src_bot_idx')) {
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$botSourcesTable->addIndex(['bot_id'], 'educai_bot_src_bot_idx');
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}
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if ($botSourcesTable->hasIndex('educai_bot_sources_status_idx')) {
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$botSourcesTable->dropIndex('educai_bot_sources_status_idx');
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}
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if (!$botSourcesTable->hasIndex('educai_bot_src_status_idx')) {
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$botSourcesTable->addIndex(['status'], 'educai_bot_src_status_idx');
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}
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$embeddingsTableName = 'educai_embeddings';
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if (!$schema->hasTable($embeddingsTableName)) {
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$table = $schema->createTable($embeddingsTableName);
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$table->addColumn('id', Types::INTEGER, [
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'unsigned' => true,
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'notnull' => true,
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'autoincrement' => true,
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]);
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$table->addColumn('bot_id', Types::INTEGER, [
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'unsigned' => true,
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'notnull' => true,
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]);
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$table->addColumn('source_id', Types::INTEGER, [
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'unsigned' => true,
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'notnull' => true,
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]);
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$table->addColumn('chunk_id', Types::STRING, [
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'length' => 64,
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'notnull' => true,
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]);
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$table->addColumn('chunk_text', Types::TEXT, [
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'notnull' => true,
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]);
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$table->addColumn('embedding', Types::TEXT, [
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'notnull' => true,
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]);
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$table->addColumn('token_count', Types::INTEGER, [
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'notnull' => false,
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]);
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$table->addColumn('metadata', Types::TEXT, [
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'notnull' => false,
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]);
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$table->addColumn('score', Types::STRING, [
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'length' => 32,
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'notnull' => false,
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]);
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$table->addColumn('created_at', Types::INTEGER, [
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'notnull' => true,
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]);
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$table->addColumn('updated_at', Types::INTEGER, [
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'notnull' => true,
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]);
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$table->setPrimaryKey(['id']);
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}
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$embeddingsTable = $schema->getTable($embeddingsTableName);
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if ($embeddingsTable->hasIndex('educai_embeddings_bot_idx')) {
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$embeddingsTable->dropIndex('educai_embeddings_bot_idx');
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}
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if (!$embeddingsTable->hasIndex('educai_emb_bot_idx')) {
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$embeddingsTable->addIndex(['bot_id'], 'educai_emb_bot_idx');
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}
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if ($embeddingsTable->hasIndex('educai_embeddings_source_idx')) {
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$embeddingsTable->dropIndex('educai_embeddings_source_idx');
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}
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if (!$embeddingsTable->hasIndex('educai_emb_src_idx')) {
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$embeddingsTable->addIndex(['source_id'], 'educai_emb_src_idx');
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}
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if ($embeddingsTable->hasIndex('educai_embeddings_bot_chunk_uidx')) {
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$embeddingsTable->dropIndex('educai_embeddings_bot_chunk_uidx');
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}
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if (!$embeddingsTable->hasIndex('educai_emb_bot_chunk_u')) {
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$embeddingsTable->addUniqueIndex(['bot_id', 'chunk_id'], 'educai_emb_bot_chunk_u');
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}
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return $schema;
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}
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}
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