langchain-google-vertexai: 2.0.3#
callbacks#
Classes
Callback Handler that tracks VertexAI info. |
chains#
Functions
|
Create a runnable sequence that uses OpenAI functions. |
|
Get the appropriate function output parser given the user functions. |
chat_models#
Classes
Google Cloud Vertex AI chat model integration. |
embeddings#
Classes
|
|
Google Cloud VertexAI embedding models. |
evaluators#
Classes
Evaluate the perplexity of a predicted string. |
|
Evaluate the perplexity of a predicted string. |
functions_utils#
Classes
Parse an output as a pydantic object. |
gemma#
Classes
Needed for mypy typing to recognize model_name as a valid arg. |
|
Needed for mypy typing to recognize model_name as a valid arg. |
|
Local gemma model loaded from HuggingFace. |
|
Local gemma chat model loaded from Kaggle. |
|
Create a new model by parsing and validating input data from keyword arguments. |
Functions
|
Converts a list of messages to a chat prompt for Gemma. |
llms#
Classes
Google Vertex AI large language models. |
model_garden#
Classes
Create a new model by parsing and validating input data from keyword arguments. |
|
Large language models served from Vertex AI Model Garden. |
model_garden_maas#
Classes
Integration for Llama 3.1 on Google Cloud Vertex AI Model-as-a-Service. |
|
Create a new model by parsing and validating input data from keyword arguments. |
utils#
Functions
|
Creates a cache for content in some model. |
vectorstores#
Classes
Stores documents in Google Cloud DataStore. |
|
Abstract interface of a key, text storage for retrieving documents. |
|
Stores documents in Google Cloud Storage. |
|
VertexAI VectorStore that handles the search and indexing using Vector Search and stores the documents in Google Cloud Storage. |
|
|
VectorSearch with DatasTore document storage. |
Alias of VectorSearchVectorStore for consistency with the rest of vector stores with different document storage backends. |
vision_models#
Classes
Implementation of the Image Captioning model as an LLM. |
|
Implementation of the Image Captioning model as a chat. |
|
Given an image and a prompt, edits the image. |
|
Generates an image from a prompt. |
|
Chat implementation of a visual QnA model |