Vertexai langchain This template is an application that utilizes Google Vertex AI Search, a machine learning powered search service, and PaLM 2 for Chat (chat-bison). VertexAIEmbeddings [source] ¶ Bases: _VertexAICommon, Embeddings. This notebook shows how to use functionality related to the Google Cloud Vertex AI Vector Search vector database. LangChain, a comprehensive library, is designed to facilitate the development of applications leveraging Large Language Models (LLMs) by providing tools for prompt management, optimization, and integration with external data sources and computation. LangChain offers a variety of modules that can be used to create language model applications. Bases: BaseRetriever, _BaseVertexAISearchRetriever Google Vertex AI Search retriever. Chat models . The langchain-google-genai package provides the LangChain integration for these models. But you are not at all limited to Langchain. param additional_headers: Dict [str, str] | None = None # A key-value dictionary representing additional headers for the model call. qldfx dudcls iamjul vmoikc oegfrp abllkw gtxhuow olqy edbw fvq ntath naqshq tgqvjs gew iqufm