From d9cc8f3fdc88cb6abf45f8d21b557cfeee3adc7a Mon Sep 17 00:00:00 2001 From: Mason Daugherty Date: Wed, 10 Sep 2025 21:46:52 -0400 Subject: [PATCH] `text-embedding-004` -> `gemini-embedding-001` --- .../integrations/text_embedding/google_generativeai.mdx | 2 +- .../javascript/integrations/text_embedding/google_vertex_ai.mdx | 2 +- src/oss/javascript/integrations/text_embedding/index.mdx | 2 +- src/oss/javascript/integrations/vectorstores/index.mdx | 2 +- .../integrations/text_embedding/google_vertex_ai_palm.mdx | 2 +- src/snippets/embeddings-tabs-js.mdx | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/src/oss/javascript/integrations/text_embedding/google_generativeai.mdx b/src/oss/javascript/integrations/text_embedding/google_generativeai.mdx index 6fbfe4a39..30464a454 100644 --- a/src/oss/javascript/integrations/text_embedding/google_generativeai.mdx +++ b/src/oss/javascript/integrations/text_embedding/google_generativeai.mdx @@ -55,7 +55,7 @@ import { GoogleGenerativeAIEmbeddings } from "@langchain/google-genai"; import { TaskType } from "@google/generative-ai"; const embeddings = new GoogleGenerativeAIEmbeddings({ - model: "text-embedding-004", // 768 dimensions + model: "gemini-embedding-001", // 768 dimensions taskType: TaskType.RETRIEVAL_DOCUMENT, title: "Document title", }); diff --git a/src/oss/javascript/integrations/text_embedding/google_vertex_ai.mdx b/src/oss/javascript/integrations/text_embedding/google_vertex_ai.mdx index 30c653489..dc999df11 100644 --- a/src/oss/javascript/integrations/text_embedding/google_vertex_ai.mdx +++ b/src/oss/javascript/integrations/text_embedding/google_vertex_ai.mdx @@ -65,7 +65,7 @@ import { VertexAIEmbeddings } from "@langchain/google-vertexai"; // import { VertexAIEmbeddings } from "@langchain/google-vertexai-web" const embeddings = new VertexAIEmbeddings({ - model: "text-embedding-004", + model: "gemini-embedding-001", // ... }); ``` diff --git a/src/oss/javascript/integrations/text_embedding/index.mdx b/src/oss/javascript/integrations/text_embedding/index.mdx index 10b1fb538..9ee9ce75d 100644 --- a/src/oss/javascript/integrations/text_embedding/index.mdx +++ b/src/oss/javascript/integrations/text_embedding/index.mdx @@ -184,7 +184,7 @@ GOOGLE_APPLICATION_CREDENTIALS=credentials.json import { VertexAIEmbeddings } from "@langchain/google-vertexai"; const embeddings = new VertexAIEmbeddings({ - model: "text-embedding-004" + model: "gemini-embedding-001" }); ``` diff --git a/src/oss/javascript/integrations/vectorstores/index.mdx b/src/oss/javascript/integrations/vectorstores/index.mdx index 1c91bd07e..1bf041e9e 100644 --- a/src/oss/javascript/integrations/vectorstores/index.mdx +++ b/src/oss/javascript/integrations/vectorstores/index.mdx @@ -182,7 +182,7 @@ GOOGLE_APPLICATION_CREDENTIALS=credentials.json import { VertexAIEmbeddings } from "@langchain/google-vertexai"; const embeddings = new VertexAIEmbeddings({ - model: "text-embedding-004" + model: "gemini-embedding-001" }); ``` diff --git a/src/oss/python/integrations/text_embedding/google_vertex_ai_palm.mdx b/src/oss/python/integrations/text_embedding/google_vertex_ai_palm.mdx index 996ce7366..19214a2ae 100644 --- a/src/oss/python/integrations/text_embedding/google_vertex_ai_palm.mdx +++ b/src/oss/python/integrations/text_embedding/google_vertex_ai_palm.mdx @@ -81,7 +81,7 @@ Now we can instantiate our model object and generate embeddings: from langchain_google_vertexai import VertexAIEmbeddings # Initialize the a specific Embeddings Model version -embeddings = VertexAIEmbeddings(model_name="text-embedding-004") +embeddings = VertexAIEmbeddings(model_name="gemini-embedding-001") ``` ## Indexing and Retrieval diff --git a/src/snippets/embeddings-tabs-js.mdx b/src/snippets/embeddings-tabs-js.mdx index ee5d1abf5..593ff6958 100644 --- a/src/snippets/embeddings-tabs-js.mdx +++ b/src/snippets/embeddings-tabs-js.mdx @@ -89,7 +89,7 @@ import { VertexAIEmbeddings } from "@langchain/google-vertexai"; const embeddings = new VertexAIEmbeddings({ - model: "text-embedding-004" + model: "gemini-embedding-001" }); ```