mirror of
https://github.com/TriliumNext/Notes.git
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feat(llm): change from using precedence list to using a sing specified provider for either chat and/or embeddings
This commit is contained in:
perf3ct
parent
f9d8bf26c4
commit
a20e36f4ee
@ -65,7 +65,7 @@ export default class AiSettingsWidget extends OptionsWidget {
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// Core AI options
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this.setupChangeHandler('.ai-enabled', 'aiEnabled', true, true);
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this.setupChangeHandler('.ai-provider-precedence', 'aiProviderPrecedence', true);
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this.setupChangeHandler('.ai-selected-provider', 'aiSelectedProvider', true);
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this.setupChangeHandler('.ai-temperature', 'aiTemperature');
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this.setupChangeHandler('.ai-system-prompt', 'aiSystemPrompt');
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@ -132,11 +132,28 @@ export default class AiSettingsWidget extends OptionsWidget {
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this.setupChangeHandler('.enable-automatic-indexing', 'enableAutomaticIndexing', false, true);
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this.setupChangeHandler('.embedding-similarity-threshold', 'embeddingSimilarityThreshold');
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this.setupChangeHandler('.max-notes-per-llm-query', 'maxNotesPerLlmQuery');
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this.setupChangeHandler('.embedding-provider-precedence', 'embeddingProviderPrecedence', true);
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this.setupChangeHandler('.embedding-selected-provider', 'embeddingSelectedProvider', true);
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this.setupChangeHandler('.embedding-dimension-strategy', 'embeddingDimensionStrategy');
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this.setupChangeHandler('.embedding-batch-size', 'embeddingBatchSize');
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this.setupChangeHandler('.embedding-update-interval', 'embeddingUpdateInterval');
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// Add provider selection change handlers for dynamic settings visibility
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this.$widget.find('.ai-selected-provider').on('change', () => {
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const selectedProvider = this.$widget.find('.ai-selected-provider').val() as string;
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this.$widget.find('.provider-settings').hide();
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if (selectedProvider) {
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this.$widget.find(`.${selectedProvider}-provider-settings`).show();
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}
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});
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this.$widget.find('.embedding-selected-provider').on('change', () => {
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const selectedProvider = this.$widget.find('.embedding-selected-provider').val() as string;
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this.$widget.find('.embedding-provider-settings').hide();
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if (selectedProvider) {
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this.$widget.find(`.${selectedProvider}-embedding-provider-settings`).show();
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}
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});
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// No sortable behavior needed anymore
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// Embedding stats refresh button
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@ -194,42 +211,25 @@ export default class AiSettingsWidget extends OptionsWidget {
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return;
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}
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// Get provider precedence
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const providerPrecedence = (this.$widget.find('.ai-provider-precedence').val() as string || '').split(',');
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// Get selected provider
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const selectedProvider = this.$widget.find('.ai-selected-provider').val() as string;
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// Check for OpenAI configuration if it's in the precedence list
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const openaiWarnings: string[] = [];
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if (providerPrecedence.includes('openai')) {
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// Check for selected provider configuration
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const providerWarnings: string[] = [];
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if (selectedProvider === 'openai') {
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const openaiApiKey = this.$widget.find('.openai-api-key').val();
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if (!openaiApiKey) {
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openaiWarnings.push(t("ai_llm.empty_key_warning.openai"));
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providerWarnings.push(t("ai_llm.empty_key_warning.openai"));
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}
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}
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// Check for Anthropic configuration if it's in the precedence list
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const anthropicWarnings: string[] = [];
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if (providerPrecedence.includes('anthropic')) {
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} else if (selectedProvider === 'anthropic') {
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const anthropicApiKey = this.$widget.find('.anthropic-api-key').val();
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if (!anthropicApiKey) {
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anthropicWarnings.push(t("ai_llm.empty_key_warning.anthropic"));
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providerWarnings.push(t("ai_llm.empty_key_warning.anthropic"));
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}
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}
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// Check for Voyage configuration if it's in the precedence list
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const voyageWarnings: string[] = [];
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if (providerPrecedence.includes('voyage')) {
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const voyageApiKey = this.$widget.find('.voyage-api-key').val();
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if (!voyageApiKey) {
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voyageWarnings.push(t("ai_llm.empty_key_warning.voyage"));
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}
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}
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// Check for Ollama configuration if it's in the precedence list
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const ollamaWarnings: string[] = [];
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if (providerPrecedence.includes('ollama')) {
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} else if (selectedProvider === 'ollama') {
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const ollamaBaseUrl = this.$widget.find('.ollama-base-url').val();
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if (!ollamaBaseUrl) {
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ollamaWarnings.push(t("ai_llm.ollama_no_url"));
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providerWarnings.push(t("ai_llm.ollama_no_url"));
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}
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}
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@ -238,27 +238,24 @@ export default class AiSettingsWidget extends OptionsWidget {
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const embeddingsEnabled = this.$widget.find('.enable-automatic-indexing').prop('checked');
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if (embeddingsEnabled) {
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const embeddingProviderPrecedence = (this.$widget.find('.embedding-provider-precedence').val() as string || '').split(',');
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const selectedEmbeddingProvider = this.$widget.find('.embedding-selected-provider').val() as string;
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if (embeddingProviderPrecedence.includes('openai') && !this.$widget.find('.openai-api-key').val()) {
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if (selectedEmbeddingProvider === 'openai' && !this.$widget.find('.openai-api-key').val()) {
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embeddingWarnings.push(t("ai_llm.empty_key_warning.openai"));
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}
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if (embeddingProviderPrecedence.includes('voyage') && !this.$widget.find('.voyage-api-key').val()) {
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if (selectedEmbeddingProvider === 'voyage' && !this.$widget.find('.voyage-api-key').val()) {
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embeddingWarnings.push(t("ai_llm.empty_key_warning.voyage"));
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}
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if (embeddingProviderPrecedence.includes('ollama') && !this.$widget.find('.ollama-base-url').val()) {
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if (selectedEmbeddingProvider === 'ollama' && !this.$widget.find('.ollama-base-url').val()) {
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embeddingWarnings.push(t("ai_llm.empty_key_warning.ollama"));
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}
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}
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// Combine all warnings
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const allWarnings = [
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...openaiWarnings,
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...anthropicWarnings,
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...voyageWarnings,
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...ollamaWarnings,
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...providerWarnings,
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...embeddingWarnings
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];
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@ -449,6 +446,27 @@ export default class AiSettingsWidget extends OptionsWidget {
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}
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}
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/**
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* Update provider settings visibility based on selected providers
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*/
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updateProviderSettingsVisibility() {
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if (!this.$widget) return;
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// Update AI provider settings visibility
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const selectedAiProvider = this.$widget.find('.ai-selected-provider').val() as string;
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this.$widget.find('.provider-settings').hide();
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if (selectedAiProvider) {
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this.$widget.find(`.${selectedAiProvider}-provider-settings`).show();
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}
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// Update embedding provider settings visibility
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const selectedEmbeddingProvider = this.$widget.find('.embedding-selected-provider').val() as string;
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this.$widget.find('.embedding-provider-settings').hide();
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if (selectedEmbeddingProvider) {
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this.$widget.find(`.${selectedEmbeddingProvider}-embedding-provider-settings`).show();
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}
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}
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/**
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* Called when the options have been loaded from the server
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*/
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@ -459,30 +477,30 @@ export default class AiSettingsWidget extends OptionsWidget {
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this.$widget.find('.ai-enabled').prop('checked', options.aiEnabled !== 'false');
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this.$widget.find('.ai-temperature').val(options.aiTemperature || '0.7');
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this.$widget.find('.ai-system-prompt').val(options.aiSystemPrompt || '');
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this.$widget.find('.ai-provider-precedence').val(options.aiProviderPrecedence || 'openai,anthropic,ollama');
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this.$widget.find('.ai-selected-provider').val(options.aiSelectedProvider || 'openai');
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// OpenAI Section
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this.$widget.find('.openai-api-key').val(options.openaiApiKey || '');
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this.$widget.find('.openai-base-url').val(options.openaiBaseUrl || 'https://api.openai_llm.com/v1');
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this.$widget.find('.openai-default-model').val(options.openaiDefaultModel || 'gpt-4o');
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this.$widget.find('.openai-embedding-model').val(options.openaiEmbeddingModel || 'text-embedding-3-small');
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this.$widget.find('.openai-base-url').val(options.openaiBaseUrl || 'https://api.openai.com/v1');
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this.$widget.find('.openai-default-model').val(options.openaiDefaultModel || '');
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this.$widget.find('.openai-embedding-model').val(options.openaiEmbeddingModel || '');
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// Anthropic Section
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this.$widget.find('.anthropic-api-key').val(options.anthropicApiKey || '');
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this.$widget.find('.anthropic-base-url').val(options.anthropicBaseUrl || 'https://api.anthropic.com');
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this.$widget.find('.anthropic-default-model').val(options.anthropicDefaultModel || 'claude-3-opus-20240229');
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this.$widget.find('.anthropic-default-model').val(options.anthropicDefaultModel || '');
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// Voyage Section
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this.$widget.find('.voyage-api-key').val(options.voyageApiKey || '');
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this.$widget.find('.voyage-embedding-model').val(options.voyageEmbeddingModel || 'voyage-2');
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this.$widget.find('.voyage-embedding-model').val(options.voyageEmbeddingModel || '');
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// Ollama Section
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this.$widget.find('.ollama-base-url').val(options.ollamaBaseUrl || 'http://localhost:11434');
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this.$widget.find('.ollama-default-model').val(options.ollamaDefaultModel || 'llama3');
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this.$widget.find('.ollama-embedding-model').val(options.ollamaEmbeddingModel || 'nomic-embed-text');
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this.$widget.find('.ollama-default-model').val(options.ollamaDefaultModel || '');
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this.$widget.find('.ollama-embedding-model').val(options.ollamaEmbeddingModel || '');
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// Embedding Options
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this.$widget.find('.embedding-provider-precedence').val(options.embeddingProviderPrecedence || 'openai,voyage,ollama,local');
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this.$widget.find('.embedding-selected-provider').val(options.embeddingSelectedProvider || 'openai');
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this.$widget.find('.embedding-auto-update-enabled').prop('checked', options.embeddingAutoUpdateEnabled !== 'false');
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this.$widget.find('.enable-automatic-indexing').prop('checked', options.enableAutomaticIndexing !== 'false');
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this.$widget.find('.embedding-similarity-threshold').val(options.embeddingSimilarityThreshold || '0.75');
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@ -491,6 +509,9 @@ export default class AiSettingsWidget extends OptionsWidget {
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this.$widget.find('.embedding-batch-size').val(options.embeddingBatchSize || '10');
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this.$widget.find('.embedding-update-interval').val(options.embeddingUpdateInterval || '5000');
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// Show/hide provider settings based on selected providers
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this.updateProviderSettingsVisibility();
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// Display validation warnings
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this.displayValidationWarnings();
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}
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@ -61,9 +61,125 @@ export const TPL = `
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<h4>${t("ai_llm.provider_configuration")}</h4>
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<div class="form-group">
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<label>${t("ai_llm.provider_precedence")}</label>
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<input type="text" class="ai-provider-precedence form-control" placeholder="openai,anthropic,ollama">
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<div class="form-text">${t("ai_llm.provider_precedence_description")}</div>
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<label>${t("ai_llm.selected_provider")}</label>
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<select class="ai-selected-provider form-control">
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<option value="">${t("ai_llm.select_provider")}</option>
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<option value="openai">OpenAI</option>
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<option value="anthropic">Anthropic</option>
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<option value="ollama">Ollama</option>
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</select>
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<div class="form-text">${t("ai_llm.selected_provider_description")}</div>
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</div>
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<!-- OpenAI Provider Settings -->
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<div class="provider-settings openai-provider-settings" style="display: none;">
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<div class="card mt-3">
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<div class="card-header">
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<h5>${t("ai_llm.openai_settings")}</h5>
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</div>
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<div class="card-body">
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<div class="form-group">
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<label>${t("ai_llm.api_key")}</label>
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<input type="password" class="openai-api-key form-control" autocomplete="off" />
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<div class="form-text">${t("ai_llm.openai_api_key_description")}</div>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.url")}</label>
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<input type="text" class="openai-base-url form-control" />
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<div class="form-text">${t("ai_llm.openai_url_description")}</div>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.model")}</label>
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<select class="openai-default-model form-control">
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<option value="gpt-4o">GPT-4o (recommended)</option>
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<option value="gpt-4">GPT-4</option>
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<option value="gpt-3.5-turbo">GPT-3.5 Turbo</option>
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</select>
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<div class="form-text">${t("ai_llm.openai_model_description")}</div>
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<button class="btn btn-sm btn-outline-secondary refresh-openai-models">${t("ai_llm.refresh_models")}</button>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.embedding_model")}</label>
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<select class="openai-embedding-model form-control">
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<option value="text-embedding-3-small">text-embedding-3-small (recommended)</option>
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<option value="text-embedding-3-large">text-embedding-3-large</option>
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</select>
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<div class="form-text">${t("ai_llm.openai_embedding_model_description")}</div>
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</div>
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</div>
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</div>
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</div>
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<!-- Anthropic Provider Settings -->
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<div class="provider-settings anthropic-provider-settings" style="display: none;">
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<div class="card mt-3">
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<div class="card-header">
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<h5>${t("ai_llm.anthropic_settings")}</h5>
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</div>
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<div class="card-body">
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<div class="form-group">
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<label>${t("ai_llm.api_key")}</label>
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<input type="password" class="anthropic-api-key form-control" autocomplete="off" />
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<div class="form-text">${t("ai_llm.anthropic_api_key_description")}</div>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.url")}</label>
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<input type="text" class="anthropic-base-url form-control" />
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<div class="form-text">${t("ai_llm.anthropic_url_description")}</div>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.model")}</label>
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<select class="anthropic-default-model form-control">
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<option value="claude-3-opus-20240229">Claude 3 Opus (recommended)</option>
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<option value="claude-3-sonnet-20240229">Claude 3 Sonnet</option>
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<option value="claude-3-haiku-20240307">Claude 3 Haiku</option>
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</select>
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<div class="form-text">${t("ai_llm.anthropic_model_description")}</div>
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<button class="btn btn-sm btn-outline-secondary refresh-anthropic-models">${t("ai_llm.refresh_models")}</button>
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</div>
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</div>
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</div>
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</div>
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<!-- Ollama Provider Settings -->
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<div class="provider-settings ollama-provider-settings" style="display: none;">
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<div class="card mt-3">
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<div class="card-header">
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<h5>${t("ai_llm.ollama_settings")}</h5>
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</div>
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<div class="card-body">
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<div class="form-group">
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<label>${t("ai_llm.url")}</label>
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<input type="text" class="ollama-base-url form-control" />
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<div class="form-text">${t("ai_llm.ollama_url_description")}</div>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.model")}</label>
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<select class="ollama-default-model form-control">
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<option value="llama3">llama3 (recommended)</option>
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<option value="mistral">mistral</option>
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<option value="phi3">phi3</option>
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</select>
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<div class="form-text">${t("ai_llm.ollama_model_description")}</div>
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<button class="btn btn-sm btn-outline-secondary refresh-models"><span class="bx bx-refresh"></span></button>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.embedding_model")}</label>
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<select class="ollama-embedding-model form-control">
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<option value="nomic-embed-text">nomic-embed-text (recommended)</option>
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<option value="all-MiniLM-L6-v2">all-MiniLM-L6-v2</option>
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</select>
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<div class="form-text">${t("ai_llm.ollama_embedding_model_description")}</div>
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</div>
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</div>
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</div>
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</div>
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<div class="form-group">
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@ -79,155 +195,98 @@ export const TPL = `
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</div>
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</div>
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<nav class="options-section-tabs">
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<div class="nav nav-tabs" id="nav-tab" role="tablist">
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<button class="nav-link active" id="nav-openai-tab" data-bs-toggle="tab" data-bs-target="#nav-openai" type="button" role="tab" aria-controls="nav-openai" aria-selected="true">${t("ai_llm.openai_tab")}</button>
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<button class="nav-link" id="nav-anthropic-tab" data-bs-toggle="tab" data-bs-target="#nav-anthropic" type="button" role="tab" aria-controls="nav-anthropic" aria-selected="false">${t("ai_llm.anthropic_tab")}</button>
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<button class="nav-link" id="nav-voyage-tab" data-bs-toggle="tab" data-bs-target="#nav-voyage" type="button" role="tab" aria-controls="nav-voyage" aria-selected="false">${t("ai_llm.voyage_tab")}</button>
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<button class="nav-link" id="nav-ollama-tab" data-bs-toggle="tab" data-bs-target="#nav-ollama" type="button" role="tab" aria-controls="nav-ollama" aria-selected="false">${t("ai_llm.ollama_tab")}</button>
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</div>
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</nav>
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<div class="options-section">
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<div class="tab-content" id="nav-tabContent">
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<div class="tab-pane fade show active" id="nav-openai" role="tabpanel" aria-labelledby="nav-openai-tab">
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<div class="card">
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<div class="card-header">
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<h5>${t("ai_llm.openai_settings")}</h5>
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</div>
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<div class="card-body">
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<div class="form-group">
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<label>${t("ai_llm.api_key")}</label>
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<input type="password" class="openai-api-key form-control" autocomplete="off" />
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<div class="form-text">${t("ai_llm.openai_api_key_description")}</div>
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</div>
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<div class="form-group">
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<label>${t("ai_llm.url")}</label>
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<input type="text" class="openai-base-url form-control" />
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<div class="form-text">${t("ai_llm.openai_url_description")}</div>
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</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.model")}</label>
|
||||
<select class="openai-default-model form-control">
|
||||
<option value="gpt-4o">GPT-4o (recommended)</option>
|
||||
<option value="gpt-4">GPT-4</option>
|
||||
<option value="gpt-3.5-turbo">GPT-3.5 Turbo</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.openai_model_description")}</div>
|
||||
<button class="btn btn-sm btn-outline-secondary refresh-openai-models">${t("ai_llm.refresh_models")}</button>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.embedding_model")}</label>
|
||||
<select class="openai-embedding-model form-control">
|
||||
<option value="text-embedding-3-small">text-embedding-3-small (recommended)</option>
|
||||
<option value="text-embedding-3-large">text-embedding-3-large</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.openai_embedding_model_description")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="tab-pane fade" id="nav-anthropic" role="tabpanel" aria-labelledby="nav-anthropic-tab">
|
||||
<div class="card">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.anthropic_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.api_key")}</label>
|
||||
<input type="password" class="anthropic-api-key form-control" autocomplete="off" />
|
||||
<div class="form-text">${t("ai_llm.anthropic_api_key_description")}</div>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.url")}</label>
|
||||
<input type="text" class="anthropic-base-url form-control" />
|
||||
<div class="form-text">${t("ai_llm.anthropic_url_description")}</div>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.model")}</label>
|
||||
<select class="anthropic-default-model form-control">
|
||||
<option value="claude-3-opus-20240229">Claude 3 Opus (recommended)</option>
|
||||
<option value="claude-3-sonnet-20240229">Claude 3 Sonnet</option>
|
||||
<option value="claude-3-haiku-20240307">Claude 3 Haiku</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.anthropic_model_description")}</div>
|
||||
<button class="btn btn-sm btn-outline-secondary refresh-anthropic-models">${t("ai_llm.refresh_models")}</button>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="tab-pane fade" id="nav-voyage" role="tabpanel" aria-labelledby="nav-voyage-tab">
|
||||
<div class="card">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.voyage_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.api_key")}</label>
|
||||
<input type="password" class="voyage-api-key form-control" autocomplete="off" />
|
||||
<div class="form-text">${t("ai_llm.voyage_api_key_description")}</div>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.embedding_model")}</label>
|
||||
<select class="voyage-embedding-model form-control">
|
||||
<option value="voyage-2">Voyage-2 (recommended)</option>
|
||||
<option value="voyage-2-code">Voyage-2-Code</option>
|
||||
<option value="voyage-large-2">Voyage-Large-2</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.voyage_embedding_model_description")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="tab-pane fade" id="nav-ollama" role="tabpanel" aria-labelledby="nav-ollama-tab">
|
||||
<div class="card">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.ollama_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.url")}</label>
|
||||
<input type="text" class="ollama-base-url form-control" />
|
||||
<div class="form-text">${t("ai_llm.ollama_url_description")}</div>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.model")}</label>
|
||||
<select class="ollama-default-model form-control">
|
||||
<option value="llama3">llama3 (recommended)</option>
|
||||
<option value="mistral">mistral</option>
|
||||
<option value="phi3">phi3</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.ollama_model_description")}</div>
|
||||
<button class="btn btn-sm btn-outline-secondary refresh-models"><span class="bx bx-refresh"></span></button>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.embedding_model")}</label>
|
||||
<select class="ollama-embedding-model form-control">
|
||||
<option value="nomic-embed-text">nomic-embed-text (recommended)</option>
|
||||
<option value="all-MiniLM-L6-v2">all-MiniLM-L6-v2</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.ollama_embedding_model_description")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="options-section">
|
||||
<h4>${t("ai_llm.embeddings_configuration")}</h4>
|
||||
|
||||
<div class="form-group">
|
||||
<label class="embedding-provider-label">${t("ai_llm.embedding_provider_precedence")}</label>
|
||||
<input type="text" class="embedding-provider-precedence form-control" placeholder="openai,voyage,ollama,local">
|
||||
<div class="form-text">${t("ai_llm.embedding_provider_precedence_description")}</div>
|
||||
<label class="embedding-provider-label">${t("ai_llm.selected_embedding_provider")}</label>
|
||||
<select class="embedding-selected-provider form-control">
|
||||
<option value="">${t("ai_llm.select_embedding_provider")}</option>
|
||||
<option value="openai">OpenAI</option>
|
||||
<option value="voyage">Voyage AI</option>
|
||||
<option value="ollama">Ollama</option>
|
||||
<option value="local">Local</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.selected_embedding_provider_description")}</div>
|
||||
</div>
|
||||
|
||||
<!-- OpenAI Embedding Provider Settings -->
|
||||
<div class="embedding-provider-settings openai-embedding-provider-settings" style="display: none;">
|
||||
<div class="card mt-3">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.openai_embedding_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.embedding_model")}</label>
|
||||
<select class="openai-embedding-model form-control">
|
||||
<option value="text-embedding-3-small">text-embedding-3-small (recommended)</option>
|
||||
<option value="text-embedding-3-large">text-embedding-3-large</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.openai_embedding_model_description")}</div>
|
||||
</div>
|
||||
<div class="form-text text-muted">${t("ai_llm.openai_embedding_shared_settings")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!-- Voyage Embedding Provider Settings -->
|
||||
<div class="embedding-provider-settings voyage-embedding-provider-settings" style="display: none;">
|
||||
<div class="card mt-3">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.voyage_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.api_key")}</label>
|
||||
<input type="password" class="voyage-api-key form-control" autocomplete="off" />
|
||||
<div class="form-text">${t("ai_llm.voyage_api_key_description")}</div>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.embedding_model")}</label>
|
||||
<select class="voyage-embedding-model form-control">
|
||||
<option value="voyage-2">Voyage-2 (recommended)</option>
|
||||
<option value="voyage-2-code">Voyage-2-Code</option>
|
||||
<option value="voyage-large-2">Voyage-Large-2</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.voyage_embedding_model_description")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!-- Ollama Embedding Provider Settings -->
|
||||
<div class="embedding-provider-settings ollama-embedding-provider-settings" style="display: none;">
|
||||
<div class="card mt-3">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.ollama_embedding_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-group">
|
||||
<label>${t("ai_llm.embedding_model")}</label>
|
||||
<select class="ollama-embedding-model form-control">
|
||||
<option value="nomic-embed-text">nomic-embed-text (recommended)</option>
|
||||
<option value="all-MiniLM-L6-v2">all-MiniLM-L6-v2</option>
|
||||
</select>
|
||||
<div class="form-text">${t("ai_llm.ollama_embedding_model_description")}</div>
|
||||
</div>
|
||||
<div class="form-text text-muted">${t("ai_llm.ollama_embedding_shared_settings")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!-- Local Embedding Provider Settings -->
|
||||
<div class="embedding-provider-settings local-embedding-provider-settings" style="display: none;">
|
||||
<div class="card mt-3">
|
||||
<div class="card-header">
|
||||
<h5>${t("ai_llm.local_embedding_settings")}</h5>
|
||||
</div>
|
||||
<div class="card-body">
|
||||
<div class="form-text">${t("ai_llm.local_embedding_description")}</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="form-group">
|
||||
|
||||
@ -95,7 +95,7 @@ const ALLOWED_OPTIONS = new Set<OptionNames>([
|
||||
"aiEnabled",
|
||||
"aiTemperature",
|
||||
"aiSystemPrompt",
|
||||
"aiProviderPrecedence",
|
||||
"aiSelectedProvider",
|
||||
"openaiApiKey",
|
||||
"openaiBaseUrl",
|
||||
"openaiDefaultModel",
|
||||
@ -110,7 +110,7 @@ const ALLOWED_OPTIONS = new Set<OptionNames>([
|
||||
"ollamaEmbeddingModel",
|
||||
"embeddingAutoUpdateEnabled",
|
||||
"embeddingDimensionStrategy",
|
||||
"embeddingProviderPrecedence",
|
||||
"embeddingSelectedProvider",
|
||||
"embeddingSimilarityThreshold",
|
||||
"embeddingBatchSize",
|
||||
"embeddingUpdateInterval",
|
||||
|
||||
@ -1,4 +1,5 @@
|
||||
import options from '../options.js';
|
||||
import eventService from '../events.js';
|
||||
import type { AIService, ChatCompletionOptions, ChatResponse, Message } from './ai_interface.js';
|
||||
import { AnthropicService } from './providers/anthropic_service.js';
|
||||
import { ContextExtractor } from './context/index.js';
|
||||
@ -20,9 +21,8 @@ import type { NoteSearchResult } from './interfaces/context_interfaces.js';
|
||||
|
||||
// Import new configuration system
|
||||
import {
|
||||
getProviderPrecedence,
|
||||
getPreferredProvider,
|
||||
getEmbeddingProviderPrecedence,
|
||||
getSelectedProvider,
|
||||
getSelectedEmbeddingProvider,
|
||||
parseModelIdentifier,
|
||||
isAIEnabled,
|
||||
getDefaultModelForProvider,
|
||||
@ -60,6 +60,9 @@ export class AIServiceManager implements IAIServiceManager {
|
||||
this.initializeTools().catch(error => {
|
||||
log.error(`Error initializing LLM tools during AIServiceManager construction: ${error.message || String(error)}`);
|
||||
});
|
||||
|
||||
// Set up event listener for provider changes
|
||||
this.setupProviderChangeListener();
|
||||
}
|
||||
|
||||
/**
|
||||
@ -84,16 +87,21 @@ export class AIServiceManager implements IAIServiceManager {
|
||||
}
|
||||
|
||||
/**
|
||||
* Update the provider precedence order using the new configuration system
|
||||
* Update the provider order using the new configuration system (single provider)
|
||||
*/
|
||||
async updateProviderOrderAsync(): Promise<void> {
|
||||
try {
|
||||
const providers = await getProviderPrecedence();
|
||||
this.providerOrder = providers as ServiceProviders[];
|
||||
const selectedProvider = await getSelectedProvider();
|
||||
if (selectedProvider) {
|
||||
this.providerOrder = [selectedProvider as ServiceProviders];
|
||||
log.info(`Updated provider order: ${selectedProvider}`);
|
||||
} else {
|
||||
this.providerOrder = [];
|
||||
log.info('No provider selected');
|
||||
}
|
||||
this.initialized = true;
|
||||
log.info(`Updated provider order: ${providers.join(', ')}`);
|
||||
} catch (error) {
|
||||
log.error(`Failed to get provider precedence: ${error}`);
|
||||
log.error(`Failed to get selected provider: ${error}`);
|
||||
// Keep empty order, will be handled gracefully by other methods
|
||||
this.providerOrder = [];
|
||||
this.initialized = true;
|
||||
@ -521,13 +529,13 @@ export class AIServiceManager implements IAIServiceManager {
|
||||
*/
|
||||
async getPreferredProviderAsync(): Promise<string> {
|
||||
try {
|
||||
const preferredProvider = await getPreferredProvider();
|
||||
if (preferredProvider === null) {
|
||||
// No providers configured, fallback to first available
|
||||
log.info('No providers configured in precedence, using first available provider');
|
||||
const selectedProvider = await getSelectedProvider();
|
||||
if (selectedProvider === null) {
|
||||
// No provider selected, fallback to first available
|
||||
log.info('No provider selected, using first available provider');
|
||||
return this.providerOrder[0];
|
||||
}
|
||||
return preferredProvider;
|
||||
return selectedProvider;
|
||||
} catch (error) {
|
||||
log.error(`Error getting preferred provider: ${error}`);
|
||||
return this.providerOrder[0];
|
||||
@ -580,6 +588,7 @@ export class AIServiceManager implements IAIServiceManager {
|
||||
};
|
||||
}
|
||||
|
||||
|
||||
/**
|
||||
* Error handler that properly types the error object
|
||||
*/
|
||||
@ -589,6 +598,75 @@ export class AIServiceManager implements IAIServiceManager {
|
||||
}
|
||||
return String(error);
|
||||
}
|
||||
|
||||
/**
|
||||
* Set up event listener for provider changes
|
||||
*/
|
||||
private setupProviderChangeListener(): void {
|
||||
// List of AI-related options that should trigger service recreation
|
||||
const aiRelatedOptions = [
|
||||
'aiSelectedProvider',
|
||||
'embeddingSelectedProvider',
|
||||
'openaiApiKey',
|
||||
'openaiBaseUrl',
|
||||
'openaiDefaultModel',
|
||||
'anthropicApiKey',
|
||||
'anthropicBaseUrl',
|
||||
'anthropicDefaultModel',
|
||||
'ollamaBaseUrl',
|
||||
'ollamaDefaultModel',
|
||||
'voyageApiKey'
|
||||
];
|
||||
|
||||
eventService.subscribe(['entityChanged'], ({ entityName, entity }) => {
|
||||
if (entityName === 'options' && entity && aiRelatedOptions.includes(entity.name)) {
|
||||
log.info(`AI-related option '${entity.name}' changed, recreating LLM services`);
|
||||
this.recreateServices();
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* Recreate LLM services when provider settings change
|
||||
*/
|
||||
private async recreateServices(): Promise<void> {
|
||||
try {
|
||||
log.info('Recreating LLM services due to configuration change');
|
||||
|
||||
// Clear configuration cache first
|
||||
clearConfigurationCache();
|
||||
|
||||
// Recreate all service instances to pick up new configuration
|
||||
this.recreateServiceInstances();
|
||||
|
||||
// Update provider order with new configuration
|
||||
await this.updateProviderOrderAsync();
|
||||
|
||||
log.info('LLM services recreated successfully');
|
||||
} catch (error) {
|
||||
log.error(`Error recreating LLM services: ${this.handleError(error)}`);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Recreate service instances to pick up new configuration
|
||||
*/
|
||||
private recreateServiceInstances(): void {
|
||||
try {
|
||||
log.info('Recreating service instances');
|
||||
|
||||
// Recreate service instances
|
||||
this.services = {
|
||||
openai: new OpenAIService(),
|
||||
anthropic: new AnthropicService(),
|
||||
ollama: new OllamaService()
|
||||
};
|
||||
|
||||
log.info('Service instances recreated successfully');
|
||||
} catch (error) {
|
||||
log.error(`Error recreating service instances: ${this.handleError(error)}`);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Don't create singleton immediately, use a lazy-loading pattern
|
||||
|
||||
@ -1,10 +1,9 @@
|
||||
import configurationManager from './configuration_manager.js';
|
||||
import optionService from '../../options.js';
|
||||
import type {
|
||||
ProviderType,
|
||||
ModelIdentifier,
|
||||
ModelConfig,
|
||||
ProviderPrecedenceConfig,
|
||||
EmbeddingProviderPrecedenceConfig
|
||||
} from '../interfaces/configuration_interfaces.js';
|
||||
|
||||
/**
|
||||
@ -13,41 +12,19 @@ import type {
|
||||
*/
|
||||
|
||||
/**
|
||||
* Get the ordered list of AI providers
|
||||
* Get the selected AI provider
|
||||
*/
|
||||
export async function getProviderPrecedence(): Promise<ProviderType[]> {
|
||||
const config = await configurationManager.getProviderPrecedence();
|
||||
return config.providers;
|
||||
export async function getSelectedProvider(): Promise<ProviderType | null> {
|
||||
const providerOption = optionService.getOption('aiSelectedProvider');
|
||||
return providerOption as ProviderType || null;
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the default/preferred AI provider
|
||||
* Get the selected embedding provider
|
||||
*/
|
||||
export async function getPreferredProvider(): Promise<ProviderType | null> {
|
||||
const config = await configurationManager.getProviderPrecedence();
|
||||
if (config.providers.length === 0) {
|
||||
return null; // No providers configured
|
||||
}
|
||||
return config.defaultProvider || config.providers[0];
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the ordered list of embedding providers
|
||||
*/
|
||||
export async function getEmbeddingProviderPrecedence(): Promise<string[]> {
|
||||
const config = await configurationManager.getEmbeddingProviderPrecedence();
|
||||
return config.providers;
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the default embedding provider
|
||||
*/
|
||||
export async function getPreferredEmbeddingProvider(): Promise<string | null> {
|
||||
const config = await configurationManager.getEmbeddingProviderPrecedence();
|
||||
if (config.providers.length === 0) {
|
||||
return null; // No providers configured
|
||||
}
|
||||
return config.defaultProvider || config.providers[0];
|
||||
export async function getSelectedEmbeddingProvider(): Promise<string | null> {
|
||||
const providerOption = optionService.getOption('embeddingSelectedProvider');
|
||||
return providerOption || null;
|
||||
}
|
||||
|
||||
/**
|
||||
@ -107,22 +84,20 @@ export async function isProviderConfigured(provider: ProviderType): Promise<bool
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the first available (configured) provider from the precedence list
|
||||
* Get the currently selected provider if it's available and configured
|
||||
*/
|
||||
export async function getFirstAvailableProvider(): Promise<ProviderType | null> {
|
||||
const providers = await getProviderPrecedence();
|
||||
|
||||
if (providers.length === 0) {
|
||||
return null; // No providers configured
|
||||
export async function getAvailableSelectedProvider(): Promise<ProviderType | null> {
|
||||
const selectedProvider = await getSelectedProvider();
|
||||
|
||||
if (!selectedProvider) {
|
||||
return null; // No provider selected
|
||||
}
|
||||
|
||||
for (const provider of providers) {
|
||||
if (await isProviderConfigured(provider)) {
|
||||
return provider;
|
||||
}
|
||||
if (await isProviderConfigured(selectedProvider)) {
|
||||
return selectedProvider;
|
||||
}
|
||||
|
||||
return null; // No providers are properly configured
|
||||
return null; // Selected provider is not properly configured
|
||||
}
|
||||
|
||||
/**
|
||||
@ -163,17 +138,59 @@ export async function getValidModelConfig(provider: ProviderType): Promise<{ mod
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the first valid model configuration from the provider precedence list
|
||||
* Get the model configuration for the currently selected provider
|
||||
*/
|
||||
export async function getFirstValidModelConfig(): Promise<{ model: string; provider: ProviderType } | null> {
|
||||
const providers = await getProviderPrecedence();
|
||||
|
||||
for (const provider of providers) {
|
||||
const config = await getValidModelConfig(provider);
|
||||
if (config) {
|
||||
return config;
|
||||
}
|
||||
export async function getSelectedModelConfig(): Promise<{ model: string; provider: ProviderType } | null> {
|
||||
const selectedProvider = await getSelectedProvider();
|
||||
|
||||
if (!selectedProvider) {
|
||||
return null; // No provider selected
|
||||
}
|
||||
|
||||
return null; // No valid model configuration found
|
||||
return await getValidModelConfig(selectedProvider);
|
||||
}
|
||||
|
||||
// Legacy support functions - these maintain backwards compatibility but now use single provider logic
|
||||
/**
|
||||
* @deprecated Use getSelectedProvider() instead
|
||||
*/
|
||||
export async function getProviderPrecedence(): Promise<ProviderType[]> {
|
||||
const selected = await getSelectedProvider();
|
||||
return selected ? [selected] : [];
|
||||
}
|
||||
|
||||
/**
|
||||
* @deprecated Use getSelectedProvider() instead
|
||||
*/
|
||||
export async function getPreferredProvider(): Promise<ProviderType | null> {
|
||||
return await getSelectedProvider();
|
||||
}
|
||||
|
||||
/**
|
||||
* @deprecated Use getSelectedEmbeddingProvider() instead
|
||||
*/
|
||||
export async function getEmbeddingProviderPrecedence(): Promise<string[]> {
|
||||
const selected = await getSelectedEmbeddingProvider();
|
||||
return selected ? [selected] : [];
|
||||
}
|
||||
|
||||
/**
|
||||
* @deprecated Use getSelectedEmbeddingProvider() instead
|
||||
*/
|
||||
export async function getPreferredEmbeddingProvider(): Promise<string | null> {
|
||||
return await getSelectedEmbeddingProvider();
|
||||
}
|
||||
|
||||
/**
|
||||
* @deprecated Use getAvailableSelectedProvider() instead
|
||||
*/
|
||||
export async function getFirstAvailableProvider(): Promise<ProviderType | null> {
|
||||
return await getAvailableSelectedProvider();
|
||||
}
|
||||
|
||||
/**
|
||||
* @deprecated Use getSelectedModelConfig() instead
|
||||
*/
|
||||
export async function getFirstValidModelConfig(): Promise<{ model: string; provider: ProviderType } | null> {
|
||||
return await getSelectedModelConfig();
|
||||
}
|
||||
@ -50,8 +50,8 @@ export class ConfigurationManager {
|
||||
try {
|
||||
const config: AIConfig = {
|
||||
enabled: await this.getAIEnabled(),
|
||||
providerPrecedence: await this.getProviderPrecedence(),
|
||||
embeddingProviderPrecedence: await this.getEmbeddingProviderPrecedence(),
|
||||
selectedProvider: await this.getSelectedProvider(),
|
||||
selectedEmbeddingProvider: await this.getSelectedEmbeddingProvider(),
|
||||
defaultModels: await this.getDefaultModels(),
|
||||
providerSettings: await this.getProviderSettings()
|
||||
};
|
||||
@ -66,46 +66,28 @@ export class ConfigurationManager {
|
||||
}
|
||||
|
||||
/**
|
||||
* Parse provider precedence from string option
|
||||
* Get the selected AI provider
|
||||
*/
|
||||
public async getProviderPrecedence(): Promise<ProviderPrecedenceConfig> {
|
||||
public async getSelectedProvider(): Promise<ProviderType | null> {
|
||||
try {
|
||||
const precedenceOption = await options.getOption('aiProviderPrecedence');
|
||||
const providers = this.parseProviderList(precedenceOption);
|
||||
|
||||
return {
|
||||
providers: providers as ProviderType[],
|
||||
defaultProvider: providers.length > 0 ? providers[0] as ProviderType : undefined
|
||||
};
|
||||
const selectedProvider = await options.getOption('aiSelectedProvider');
|
||||
return selectedProvider as ProviderType || null;
|
||||
} catch (error) {
|
||||
log.error(`Error parsing provider precedence: ${error}`);
|
||||
// Only return known providers if they exist, don't assume defaults
|
||||
return {
|
||||
providers: [],
|
||||
defaultProvider: undefined
|
||||
};
|
||||
log.error(`Error getting selected provider: ${error}`);
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Parse embedding provider precedence from string option
|
||||
* Get the selected embedding provider
|
||||
*/
|
||||
public async getEmbeddingProviderPrecedence(): Promise<EmbeddingProviderPrecedenceConfig> {
|
||||
public async getSelectedEmbeddingProvider(): Promise<EmbeddingProviderType | null> {
|
||||
try {
|
||||
const precedenceOption = await options.getOption('embeddingProviderPrecedence');
|
||||
const providers = this.parseProviderList(precedenceOption);
|
||||
|
||||
return {
|
||||
providers: providers as EmbeddingProviderType[],
|
||||
defaultProvider: providers.length > 0 ? providers[0] as EmbeddingProviderType : undefined
|
||||
};
|
||||
const selectedProvider = await options.getOption('embeddingSelectedProvider');
|
||||
return selectedProvider as EmbeddingProviderType || null;
|
||||
} catch (error) {
|
||||
log.error(`Error parsing embedding provider precedence: ${error}`);
|
||||
// Don't assume defaults, return empty configuration
|
||||
return {
|
||||
providers: [],
|
||||
defaultProvider: undefined
|
||||
};
|
||||
log.error(`Error getting selected embedding provider: ${error}`);
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
@ -265,31 +247,29 @@ export class ConfigurationManager {
|
||||
return result;
|
||||
}
|
||||
|
||||
// Validate provider precedence
|
||||
if (config.providerPrecedence.providers.length === 0) {
|
||||
result.errors.push('No providers configured in precedence list');
|
||||
// Validate selected provider
|
||||
if (!config.selectedProvider) {
|
||||
result.errors.push('No AI provider selected');
|
||||
result.isValid = false;
|
||||
}
|
||||
} else {
|
||||
// Validate selected provider settings
|
||||
const providerConfig = config.providerSettings[config.selectedProvider];
|
||||
|
||||
// Validate provider settings
|
||||
for (const provider of config.providerPrecedence.providers) {
|
||||
const providerConfig = config.providerSettings[provider];
|
||||
|
||||
if (provider === 'openai') {
|
||||
if (config.selectedProvider === 'openai') {
|
||||
const openaiConfig = providerConfig as OpenAISettings | undefined;
|
||||
if (!openaiConfig?.apiKey) {
|
||||
result.warnings.push('OpenAI API key is not configured');
|
||||
}
|
||||
}
|
||||
|
||||
if (provider === 'anthropic') {
|
||||
if (config.selectedProvider === 'anthropic') {
|
||||
const anthropicConfig = providerConfig as AnthropicSettings | undefined;
|
||||
if (!anthropicConfig?.apiKey) {
|
||||
result.warnings.push('Anthropic API key is not configured');
|
||||
}
|
||||
}
|
||||
|
||||
if (provider === 'ollama') {
|
||||
if (config.selectedProvider === 'ollama') {
|
||||
const ollamaConfig = providerConfig as OllamaSettings | undefined;
|
||||
if (!ollamaConfig?.baseUrl) {
|
||||
result.warnings.push('Ollama base URL is not configured');
|
||||
@ -297,6 +277,11 @@ export class ConfigurationManager {
|
||||
}
|
||||
}
|
||||
|
||||
// Validate selected embedding provider
|
||||
if (!config.selectedEmbeddingProvider) {
|
||||
result.warnings.push('No embedding provider selected');
|
||||
}
|
||||
|
||||
} catch (error) {
|
||||
result.errors.push(`Configuration validation error: ${error}`);
|
||||
result.isValid = false;
|
||||
@ -356,14 +341,8 @@ export class ConfigurationManager {
|
||||
private getDefaultConfig(): AIConfig {
|
||||
return {
|
||||
enabled: false,
|
||||
providerPrecedence: {
|
||||
providers: [],
|
||||
defaultProvider: undefined
|
||||
},
|
||||
embeddingProviderPrecedence: {
|
||||
providers: [],
|
||||
defaultProvider: undefined
|
||||
},
|
||||
selectedProvider: null,
|
||||
selectedEmbeddingProvider: null,
|
||||
defaultModels: {
|
||||
openai: undefined,
|
||||
anthropic: undefined,
|
||||
|
||||
@ -1,51 +1,32 @@
|
||||
import options from '../../../options.js';
|
||||
import log from '../../../log.js';
|
||||
import { getEmbeddingProvider, getEnabledEmbeddingProviders } from '../../providers/providers.js';
|
||||
import { getSelectedEmbeddingProvider } from '../../config/configuration_helpers.js';
|
||||
|
||||
/**
|
||||
* Manages embedding providers for context services
|
||||
*/
|
||||
export class ProviderManager {
|
||||
/**
|
||||
* Get the preferred embedding provider based on user settings
|
||||
* Tries to use the most appropriate provider in this order:
|
||||
* 1. User's configured default provider
|
||||
* 2. OpenAI if API key is set
|
||||
* 3. Anthropic if API key is set
|
||||
* 4. Ollama if configured
|
||||
* 5. Any available provider
|
||||
* 6. Local provider as fallback
|
||||
* Get the selected embedding provider based on user settings
|
||||
* Uses the single provider selection approach
|
||||
*
|
||||
* @returns The preferred embedding provider or null if none available
|
||||
* @returns The selected embedding provider or null if none available
|
||||
*/
|
||||
async getPreferredEmbeddingProvider(): Promise<any> {
|
||||
try {
|
||||
// Try to get providers based on precedence list
|
||||
const precedenceOption = await options.getOption('embeddingProviderPrecedence');
|
||||
let precedenceList: string[] = [];
|
||||
|
||||
if (precedenceOption) {
|
||||
if (precedenceOption.startsWith('[') && precedenceOption.endsWith(']')) {
|
||||
precedenceList = JSON.parse(precedenceOption);
|
||||
} else if (typeof precedenceOption === 'string') {
|
||||
if (precedenceOption.includes(',')) {
|
||||
precedenceList = precedenceOption.split(',').map(p => p.trim());
|
||||
} else {
|
||||
precedenceList = [precedenceOption];
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Try each provider in the precedence list
|
||||
for (const providerId of precedenceList) {
|
||||
const provider = await getEmbeddingProvider(providerId);
|
||||
// Get the selected embedding provider
|
||||
const selectedProvider = await getSelectedEmbeddingProvider();
|
||||
|
||||
if (selectedProvider) {
|
||||
const provider = await getEmbeddingProvider(selectedProvider);
|
||||
if (provider) {
|
||||
log.info(`Using embedding provider from precedence list: ${providerId}`);
|
||||
log.info(`Using selected embedding provider: ${selectedProvider}`);
|
||||
return provider;
|
||||
}
|
||||
log.info(`Selected embedding provider ${selectedProvider} is not available`);
|
||||
}
|
||||
|
||||
// If no provider from precedence list is available, try any enabled provider
|
||||
// If no provider is selected or available, try any enabled provider
|
||||
const providers = await getEnabledEmbeddingProviders();
|
||||
if (providers.length > 0) {
|
||||
log.info(`Using available embedding provider: ${providers[0].name}`);
|
||||
|
||||
@ -497,40 +497,24 @@ export class IndexService {
|
||||
throw new Error("No embedding providers available");
|
||||
}
|
||||
|
||||
// Get the embedding provider precedence
|
||||
// Get the selected embedding provider
|
||||
const options = (await import('../options.js')).default;
|
||||
let preferredProviders: string[] = [];
|
||||
|
||||
const embeddingPrecedence = await options.getOption('embeddingProviderPrecedence');
|
||||
const selectedEmbeddingProvider = await options.getOption('embeddingSelectedProvider');
|
||||
let provider;
|
||||
|
||||
if (embeddingPrecedence) {
|
||||
// Parse the precedence string
|
||||
if (embeddingPrecedence.startsWith('[') && embeddingPrecedence.endsWith(']')) {
|
||||
preferredProviders = JSON.parse(embeddingPrecedence);
|
||||
} else if (typeof embeddingPrecedence === 'string') {
|
||||
if (embeddingPrecedence.includes(',')) {
|
||||
preferredProviders = embeddingPrecedence.split(',').map(p => p.trim());
|
||||
} else {
|
||||
preferredProviders = [embeddingPrecedence];
|
||||
}
|
||||
}
|
||||
|
||||
// Find first enabled provider by precedence order
|
||||
for (const providerName of preferredProviders) {
|
||||
const matchedProvider = providers.find(p => p.name === providerName);
|
||||
if (matchedProvider) {
|
||||
provider = matchedProvider;
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
// If no match found, use first available
|
||||
if (!provider && providers.length > 0) {
|
||||
if (selectedEmbeddingProvider) {
|
||||
// Try to use the selected provider
|
||||
const enabledProviders = await providerManager.getEnabledEmbeddingProviders();
|
||||
provider = enabledProviders.find(p => p.name === selectedEmbeddingProvider);
|
||||
|
||||
if (!provider) {
|
||||
log.info(`Selected embedding provider ${selectedEmbeddingProvider} is not available, using first enabled provider`);
|
||||
// Fall back to first enabled provider
|
||||
provider = providers[0];
|
||||
}
|
||||
} else {
|
||||
// Default to first available provider
|
||||
// No provider selected, use first available provider
|
||||
log.info('No embedding provider selected, using first available provider');
|
||||
provider = providers[0];
|
||||
}
|
||||
|
||||
|
||||
@ -46,8 +46,8 @@ export interface ModelCapabilities {
|
||||
*/
|
||||
export interface AIConfig {
|
||||
enabled: boolean;
|
||||
providerPrecedence: ProviderPrecedenceConfig;
|
||||
embeddingProviderPrecedence: EmbeddingProviderPrecedenceConfig;
|
||||
selectedProvider: ProviderType | null;
|
||||
selectedEmbeddingProvider: EmbeddingProviderType | null;
|
||||
defaultModels: Record<ProviderType, string | undefined>;
|
||||
providerSettings: ProviderSettings;
|
||||
}
|
||||
@ -87,7 +87,7 @@ export type ProviderType = 'openai' | 'anthropic' | 'ollama';
|
||||
/**
|
||||
* Valid embedding provider types
|
||||
*/
|
||||
export type EmbeddingProviderType = 'openai' | 'ollama' | 'local';
|
||||
export type EmbeddingProviderType = 'openai' | 'voyage' | 'ollama' | 'local';
|
||||
|
||||
/**
|
||||
* Model identifier with provider prefix (e.g., "openai:gpt-4" or "ollama:llama2")
|
||||
|
||||
@ -11,8 +11,7 @@ import type { ServiceProviders } from '../../interfaces/ai_service_interfaces.js
|
||||
|
||||
// Import new configuration system
|
||||
import {
|
||||
getProviderPrecedence,
|
||||
getPreferredProvider,
|
||||
getSelectedProvider,
|
||||
parseModelIdentifier,
|
||||
getDefaultModelForProvider,
|
||||
createModelConfig
|
||||
@ -99,22 +98,30 @@ export class ModelSelectionStage extends BasePipelineStage<ModelSelectionInput,
|
||||
}
|
||||
}
|
||||
|
||||
// Get default provider and model using the new configuration system
|
||||
// Get selected provider and model using the new configuration system
|
||||
try {
|
||||
// Use the new configuration helpers - no string parsing!
|
||||
const preferredProvider = await getPreferredProvider();
|
||||
const selectedProvider = await getSelectedProvider();
|
||||
|
||||
if (!preferredProvider) {
|
||||
throw new Error('No AI providers are configured. Please check your AI settings.');
|
||||
if (!selectedProvider) {
|
||||
throw new Error('No AI provider is selected. Please select a provider in your AI settings.');
|
||||
}
|
||||
|
||||
const modelName = await getDefaultModelForProvider(preferredProvider);
|
||||
const modelName = await getDefaultModelForProvider(selectedProvider);
|
||||
|
||||
if (!modelName) {
|
||||
throw new Error(`No default model configured for provider ${preferredProvider}. Please set a default model in your AI settings.`);
|
||||
// Try to fetch and set a default model from the provider
|
||||
const fetchedModel = await this.fetchAndSetDefaultModel(selectedProvider);
|
||||
if (!fetchedModel) {
|
||||
throw new Error(`No default model configured for provider ${selectedProvider}. Please set a default model in your AI settings.`);
|
||||
}
|
||||
// Use the fetched model
|
||||
updatedOptions.model = fetchedModel;
|
||||
} else {
|
||||
updatedOptions.model = modelName;
|
||||
}
|
||||
|
||||
log.info(`Selected provider: ${preferredProvider}, model: ${modelName}`);
|
||||
log.info(`Selected provider: ${selectedProvider}, model: ${updatedOptions.model}`);
|
||||
|
||||
// Determine query complexity
|
||||
let queryComplexity = 'low';
|
||||
@ -142,15 +149,14 @@ export class ModelSelectionStage extends BasePipelineStage<ModelSelectionInput,
|
||||
queryComplexity = contentLength > SEARCH_CONSTANTS.CONTEXT.CONTENT_LENGTH.HIGH_THRESHOLD ? 'high' : 'medium';
|
||||
}
|
||||
|
||||
// Set the model and add provider metadata
|
||||
updatedOptions.model = modelName;
|
||||
this.addProviderMetadata(updatedOptions, preferredProvider as ServiceProviders, modelName);
|
||||
// Add provider metadata (model is already set above)
|
||||
this.addProviderMetadata(updatedOptions, selectedProvider as ServiceProviders, updatedOptions.model);
|
||||
|
||||
log.info(`Selected model: ${modelName} from provider: ${preferredProvider} for query complexity: ${queryComplexity}`);
|
||||
log.info(`Selected model: ${updatedOptions.model} from provider: ${selectedProvider} for query complexity: ${queryComplexity}`);
|
||||
log.info(`[ModelSelectionStage] Final options: ${JSON.stringify({
|
||||
model: updatedOptions.model,
|
||||
stream: updatedOptions.stream,
|
||||
provider: preferredProvider,
|
||||
provider: selectedProvider,
|
||||
enableTools: updatedOptions.enableTools
|
||||
})}`);
|
||||
|
||||
@ -210,38 +216,38 @@ export class ModelSelectionStage extends BasePipelineStage<ModelSelectionInput,
|
||||
}
|
||||
|
||||
/**
|
||||
* Determine model based on provider precedence using the new configuration system
|
||||
* Determine model based on selected provider using the new configuration system
|
||||
*/
|
||||
private async determineDefaultModel(input: ModelSelectionInput): Promise<string> {
|
||||
try {
|
||||
// Use the new configuration system
|
||||
const providers = await getProviderPrecedence();
|
||||
// Use the new single provider configuration system
|
||||
const selectedProvider = await getSelectedProvider();
|
||||
|
||||
// Use only providers that are available
|
||||
const availableProviders = providers.filter(provider =>
|
||||
aiServiceManager.isProviderAvailable(provider));
|
||||
|
||||
if (availableProviders.length === 0) {
|
||||
throw new Error('No AI providers are available');
|
||||
if (!selectedProvider) {
|
||||
throw new Error('No AI provider is selected. Please select a provider in your AI settings.');
|
||||
}
|
||||
|
||||
// Get the first available provider and its default model
|
||||
const defaultProvider = availableProviders[0];
|
||||
const defaultModel = await getDefaultModelForProvider(defaultProvider);
|
||||
// Check if the provider is available
|
||||
if (!aiServiceManager.isProviderAvailable(selectedProvider)) {
|
||||
throw new Error(`Selected provider ${selectedProvider} is not available`);
|
||||
}
|
||||
|
||||
// Get the default model for the selected provider
|
||||
const defaultModel = await getDefaultModelForProvider(selectedProvider);
|
||||
|
||||
if (!defaultModel) {
|
||||
throw new Error(`No default model configured for provider ${defaultProvider}. Please configure a default model in your AI settings.`);
|
||||
throw new Error(`No default model configured for provider ${selectedProvider}. Please configure a default model in your AI settings.`);
|
||||
}
|
||||
|
||||
// Set provider metadata
|
||||
if (!input.options.providerMetadata) {
|
||||
input.options.providerMetadata = {
|
||||
provider: defaultProvider as 'openai' | 'anthropic' | 'ollama' | 'local',
|
||||
provider: selectedProvider as 'openai' | 'anthropic' | 'ollama' | 'local',
|
||||
modelId: defaultModel
|
||||
};
|
||||
}
|
||||
|
||||
log.info(`Selected default model ${defaultModel} from provider ${defaultProvider}`);
|
||||
log.info(`Selected default model ${defaultModel} from provider ${selectedProvider}`);
|
||||
return defaultModel;
|
||||
} catch (error) {
|
||||
log.error(`Error determining default model: ${error}`);
|
||||
@ -271,4 +277,126 @@ export class ModelSelectionStage extends BasePipelineStage<ModelSelectionInput,
|
||||
return MODEL_CAPABILITIES['default'].contextWindowTokens;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Fetch available models from provider and set a default model
|
||||
*/
|
||||
private async fetchAndSetDefaultModel(provider: ProviderType): Promise<string | null> {
|
||||
try {
|
||||
log.info(`Fetching available models for provider ${provider}`);
|
||||
|
||||
// Import server-side options to update the default model
|
||||
const optionService = (await import('../../../options.js')).default;
|
||||
|
||||
switch (provider) {
|
||||
case 'openai':
|
||||
const openaiModels = await this.fetchOpenAIModels();
|
||||
if (openaiModels.length > 0) {
|
||||
// Use the first available model without any preferences
|
||||
const selectedModel = openaiModels[0];
|
||||
|
||||
await optionService.setOption('openaiDefaultModel', selectedModel);
|
||||
log.info(`Set default OpenAI model to: ${selectedModel}`);
|
||||
return selectedModel;
|
||||
}
|
||||
break;
|
||||
|
||||
case 'anthropic':
|
||||
const anthropicModels = await this.fetchAnthropicModels();
|
||||
if (anthropicModels.length > 0) {
|
||||
// Use the first available model without any preferences
|
||||
const selectedModel = anthropicModels[0];
|
||||
|
||||
await optionService.setOption('anthropicDefaultModel', selectedModel);
|
||||
log.info(`Set default Anthropic model to: ${selectedModel}`);
|
||||
return selectedModel;
|
||||
}
|
||||
break;
|
||||
|
||||
case 'ollama':
|
||||
const ollamaModels = await this.fetchOllamaModels();
|
||||
if (ollamaModels.length > 0) {
|
||||
// Use the first available model without any preferences
|
||||
const selectedModel = ollamaModels[0];
|
||||
|
||||
await optionService.setOption('ollamaDefaultModel', selectedModel);
|
||||
log.info(`Set default Ollama model to: ${selectedModel}`);
|
||||
return selectedModel;
|
||||
}
|
||||
break;
|
||||
}
|
||||
|
||||
log.info(`No models available for provider ${provider}`);
|
||||
return null;
|
||||
} catch (error) {
|
||||
log.error(`Error fetching models for provider ${provider}: ${error}`);
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Fetch available OpenAI models
|
||||
*/
|
||||
private async fetchOpenAIModels(): Promise<string[]> {
|
||||
try {
|
||||
// Use the provider service to get available models
|
||||
const aiServiceManager = (await import('../../ai_service_manager.js')).default;
|
||||
const service = aiServiceManager.getInstance().getService('openai');
|
||||
|
||||
if (service && typeof (service as any).getAvailableModels === 'function') {
|
||||
return await (service as any).getAvailableModels();
|
||||
}
|
||||
|
||||
// No fallback - return empty array if models can't be fetched
|
||||
log.info('OpenAI service does not support getAvailableModels method');
|
||||
return [];
|
||||
} catch (error) {
|
||||
log.error(`Error fetching OpenAI models: ${error}`);
|
||||
return [];
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Fetch available Anthropic models
|
||||
*/
|
||||
private async fetchAnthropicModels(): Promise<string[]> {
|
||||
try {
|
||||
// Use the provider service to get available models
|
||||
const aiServiceManager = (await import('../../ai_service_manager.js')).default;
|
||||
const service = aiServiceManager.getInstance().getService('anthropic');
|
||||
|
||||
if (service && typeof (service as any).getAvailableModels === 'function') {
|
||||
return await (service as any).getAvailableModels();
|
||||
}
|
||||
|
||||
// No fallback - return empty array if models can't be fetched
|
||||
log.info('Anthropic service does not support getAvailableModels method');
|
||||
return [];
|
||||
} catch (error) {
|
||||
log.error(`Error fetching Anthropic models: ${error}`);
|
||||
return [];
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Fetch available Ollama models
|
||||
*/
|
||||
private async fetchOllamaModels(): Promise<string[]> {
|
||||
try {
|
||||
// Use the provider service to get available models
|
||||
const aiServiceManager = (await import('../../ai_service_manager.js')).default;
|
||||
const service = aiServiceManager.getInstance().getService('ollama');
|
||||
|
||||
if (service && typeof (service as any).getAvailableModels === 'function') {
|
||||
return await (service as any).getAvailableModels();
|
||||
}
|
||||
|
||||
// No fallback - return empty array if models can't be fetched
|
||||
log.info('Ollama service does not support getAvailableModels method');
|
||||
return [];
|
||||
} catch (error) {
|
||||
log.error(`Error fetching Ollama models: ${error}`);
|
||||
return [];
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@ -606,4 +606,12 @@ export class AnthropicService extends BaseAIService {
|
||||
|
||||
return convertedTools;
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear cached Anthropic client to force recreation with new settings
|
||||
*/
|
||||
clearCache(): void {
|
||||
this.client = null;
|
||||
log.info('Anthropic client cache cleared');
|
||||
}
|
||||
}
|
||||
|
||||
@ -526,4 +526,13 @@ export class OllamaService extends BaseAIService {
|
||||
log.info(`Added tool execution feedback: ${toolExecutionStatus.length} statuses`);
|
||||
return updatedMessages;
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear cached Ollama client to force recreation with new settings
|
||||
*/
|
||||
clearCache(): void {
|
||||
// Ollama service doesn't maintain a persistent client like OpenAI/Anthropic
|
||||
// but we can clear any future cached state here if needed
|
||||
log.info('Ollama client cache cleared (no persistent client to clear)');
|
||||
}
|
||||
}
|
||||
|
||||
@ -257,4 +257,12 @@ export class OpenAIService extends BaseAIService {
|
||||
throw error;
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear cached OpenAI client to force recreation with new settings
|
||||
*/
|
||||
clearCache(): void {
|
||||
this.openai = null;
|
||||
log.info('OpenAI client cache cleared');
|
||||
}
|
||||
}
|
||||
|
||||
@ -195,26 +195,26 @@ const defaultOptions: DefaultOption[] = [
|
||||
// AI Options
|
||||
{ name: "aiEnabled", value: "false", isSynced: true },
|
||||
{ name: "openaiApiKey", value: "", isSynced: false },
|
||||
{ name: "openaiDefaultModel", value: "gpt-4o", isSynced: true },
|
||||
{ name: "openaiEmbeddingModel", value: "text-embedding-3-small", isSynced: true },
|
||||
{ name: "openaiDefaultModel", value: "", isSynced: true },
|
||||
{ name: "openaiEmbeddingModel", value: "", isSynced: true },
|
||||
{ name: "openaiBaseUrl", value: "https://api.openai.com/v1", isSynced: true },
|
||||
{ name: "anthropicApiKey", value: "", isSynced: false },
|
||||
{ name: "anthropicDefaultModel", value: "claude-3-opus-20240229", isSynced: true },
|
||||
{ name: "voyageEmbeddingModel", value: "voyage-2", isSynced: true },
|
||||
{ name: "anthropicDefaultModel", value: "", isSynced: true },
|
||||
{ name: "voyageEmbeddingModel", value: "", isSynced: true },
|
||||
{ name: "voyageApiKey", value: "", isSynced: false },
|
||||
{ name: "anthropicBaseUrl", value: "https://api.anthropic.com/v1", isSynced: true },
|
||||
{ name: "ollamaEnabled", value: "false", isSynced: true },
|
||||
{ name: "ollamaDefaultModel", value: "llama3", isSynced: true },
|
||||
{ name: "ollamaDefaultModel", value: "", isSynced: true },
|
||||
{ name: "ollamaBaseUrl", value: "http://localhost:11434", isSynced: true },
|
||||
{ name: "ollamaEmbeddingModel", value: "nomic-embed-text", isSynced: true },
|
||||
{ name: "ollamaEmbeddingModel", value: "", isSynced: true },
|
||||
{ name: "embeddingAutoUpdateEnabled", value: "true", isSynced: true },
|
||||
|
||||
// Adding missing AI options
|
||||
{ name: "aiTemperature", value: "0.7", isSynced: true },
|
||||
{ name: "aiSystemPrompt", value: "", isSynced: true },
|
||||
{ name: "aiProviderPrecedence", value: "openai,anthropic,ollama", isSynced: true },
|
||||
{ name: "aiSelectedProvider", value: "openai", isSynced: true },
|
||||
{ name: "embeddingDimensionStrategy", value: "auto", isSynced: true },
|
||||
{ name: "embeddingProviderPrecedence", value: "openai,voyage,ollama,local", isSynced: true },
|
||||
{ name: "embeddingSelectedProvider", value: "openai", isSynced: true },
|
||||
{ name: "embeddingSimilarityThreshold", value: "0.75", isSynced: true },
|
||||
{ name: "enableAutomaticIndexing", value: "true", isSynced: true },
|
||||
{ name: "maxNotesPerLlmQuery", value: "3", isSynced: true },
|
||||
|
||||
@ -142,15 +142,14 @@ export interface OptionDefinitions extends KeyboardShortcutsOptions<KeyboardActi
|
||||
ollamaDefaultModel: string;
|
||||
ollamaEmbeddingModel: string;
|
||||
codeOpenAiModel: string;
|
||||
aiProviderPrecedence: string;
|
||||
aiSelectedProvider: string;
|
||||
|
||||
// Embedding-related options
|
||||
embeddingAutoUpdateEnabled: boolean;
|
||||
embeddingUpdateInterval: number;
|
||||
embeddingBatchSize: number;
|
||||
embeddingDefaultDimension: number;
|
||||
embeddingsDefaultProvider: string;
|
||||
embeddingProviderPrecedence: string;
|
||||
embeddingSelectedProvider: string;
|
||||
enableAutomaticIndexing: boolean;
|
||||
embeddingGenerationLocation: string;
|
||||
embeddingDimensionStrategy: string;
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user