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"peerDependencies": { - "zod": "^3.23.3" + "zod": "^3.24.1" } }, "node_modules/zwitch": { diff --git a/package.json b/package.json index b9245e91..3601f39d 100644 --- a/package.json +++ b/package.json @@ -72,8 +72,8 @@ "@koa/cors": "^5.0.0", "@langchain/anthropic": "^0.3.3", "@langchain/cohere": "^0.3.0", - "@langchain/community": "^0.3.3", - "@langchain/core": "^0.3.3", + "@langchain/community": "^0.3.22", + "@langchain/core": "^0.3.27", "@langchain/google-genai": "^0.1.2", "@langchain/groq": "^0.1.2", "@langchain/openai": "^0.3.14", diff --git a/src/LLMProviders/CustomJinaEmbeddings.ts b/src/LLMProviders/CustomJinaEmbeddings.ts new file mode 100644 index 00000000..c9079e07 --- /dev/null +++ b/src/LLMProviders/CustomJinaEmbeddings.ts @@ -0,0 +1,15 @@ +import { JinaEmbeddings, JinaEmbeddingsParams } from "@langchain/community/embeddings/jina"; + +export class CustomJinaEmbeddings extends JinaEmbeddings { + constructor( + fields?: Partial & { + apiKey?: string; + baseUrl?: string; + } + ) { + super(fields); + if (fields?.baseUrl) { + this.baseUrl = fields.baseUrl; + } + } +} diff --git a/src/LLMProviders/embeddingManager.ts b/src/LLMProviders/embeddingManager.ts index e1ca77d0..8ef6b0b8 100644 --- a/src/LLMProviders/embeddingManager.ts +++ b/src/LLMProviders/embeddingManager.ts @@ -11,11 +11,13 @@ import { GoogleGenerativeAIEmbeddings } from "@langchain/google-genai"; import { OllamaEmbeddings } from "@langchain/ollama"; import { OpenAIEmbeddings } from "@langchain/openai"; import { Notice } from "obsidian"; +import { CustomJinaEmbeddings } from "./CustomJinaEmbeddings"; type EmbeddingConstructorType = new (config: any) => Embeddings; const EMBEDDING_PROVIDER_CONSTRUCTORS = { [EmbeddingModelProviders.COPILOT_PLUS]: OpenAIEmbeddings, + [EmbeddingModelProviders.COPILOT_PLUS_JINA]: CustomJinaEmbeddings, [EmbeddingModelProviders.OPENAI]: OpenAIEmbeddings, [EmbeddingModelProviders.COHEREAI]: CohereEmbeddings, [EmbeddingModelProviders.GOOGLE]: GoogleGenerativeAIEmbeddings, @@ -42,6 +44,7 @@ export default class EmbeddingManager { private readonly providerApiKeyMap: Record string> = { [EmbeddingModelProviders.COPILOT_PLUS]: () => getSettings().plusLicenseKey, + [EmbeddingModelProviders.COPILOT_PLUS_JINA]: () => getSettings().plusLicenseKey, [EmbeddingModelProviders.OPENAI]: () => getSettings().openAIApiKey, [EmbeddingModelProviders.COHEREAI]: () => getSettings().cohereApiKey, [EmbeddingModelProviders.GOOGLE]: () => getSettings().googleApiKey, @@ -164,10 +167,23 @@ export default class EmbeddingManager { maxConcurrency: 3, }; + // Define a type that includes additional configuration properties + type ExtendedConfig = T & { + configuration?: { + baseURL?: string; + fetch?: (url: string, options: RequestInit) => Promise; + dangerouslyAllowBrowser?: boolean; + }; + timeout?: number; + batchSize?: number; + dimensions?: number; + }; + + // Update the type definition to include the extended configuration const providerConfig: { - [K in keyof EmbeddingProviderConstructorMap]: ConstructorParameters< - EmbeddingProviderConstructorMap[K] - >[0] /*& Record;*/; + [K in keyof EmbeddingProviderConstructorMap]: ExtendedConfig< + ConstructorParameters[0] + >; } = { [EmbeddingModelProviders.COPILOT_PLUS]: { modelName, @@ -178,6 +194,17 @@ export default class EmbeddingManager { fetch: customModel.enableCors ? safeFetch : undefined, }, }, + [EmbeddingModelProviders.COPILOT_PLUS_JINA]: { + model: modelName, + apiKey: getDecryptedKey(settings.plusLicenseKey), + timeout: 10000, + batchSize: 128, + dimensions: 512, + baseUrl: BREVILABS_API_BASE_URL + "/embeddings", + configuration: { + fetch: customModel.enableCors ? safeFetch : undefined, + }, + }, [EmbeddingModelProviders.OPENAI]: { modelName, openAIApiKey: getDecryptedKey(customModel.apiKey || settings.openAIApiKey), diff --git a/src/constants.ts b/src/constants.ts index a22a6dde..cb1b2d4a 100644 --- a/src/constants.ts +++ b/src/constants.ts @@ -129,6 +129,7 @@ export enum EmbeddingModelProviders { LM_STUDIO = "lm-studio", OPENAI_FORMAT = "3rd party (openai-format)", COPILOT_PLUS = "copilot-plus", + COPILOT_PLUS_JINA = "copilot-plus-jina", // HUGGINGFACE = "huggingface", // VOYAGEAI = "voyageai", } @@ -141,6 +142,7 @@ export enum EmbeddingModels { COHEREAI_EMBED_MULTILINGUAL_LIGHT_V3_0 = "embed-multilingual-light-v3.0", GOOGLE_ENG = "text-embedding-004", COPILOT_PLUS_SMALL = "copilot-plus-small", + COPILOT_PLUS_MULTILINGUAL = "copilot-plus-multilingual", } export const BUILTIN_EMBEDDING_MODELS: CustomModel[] = [ @@ -152,6 +154,14 @@ export const BUILTIN_EMBEDDING_MODELS: CustomModel[] = [ isEmbeddingModel: true, core: true, }, + { + name: EmbeddingModels.COPILOT_PLUS_MULTILINGUAL, + provider: EmbeddingModelProviders.COPILOT_PLUS_JINA, + enabled: true, + isBuiltIn: true, + isEmbeddingModel: true, + core: true, + }, { name: EmbeddingModels.OPENAI_EMBEDDING_SMALL, provider: EmbeddingModelProviders.OPENAI, diff --git a/src/search/dbOperations.ts b/src/search/dbOperations.ts index 801046f9..d7cdae11 100644 --- a/src/search/dbOperations.ts +++ b/src/search/dbOperations.ts @@ -567,8 +567,14 @@ export class DBOperations { if (!docs || docs.length === 0) { return false; } - // Check if any document for this path has embeddings - return docs.some((doc) => doc.document.embedding && doc.document.embedding.length > 0); + // Check if ALL documents for this path have embeddings + return docs.every((doc) => { + return ( + doc?.document?.embedding && + Array.isArray(doc.document.embedding) && + doc.document.embedding.length > 0 + ); + }); } async getDocsJsonByPaths(paths: string[]): Promise> {