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AI APIs for Google Cloud
Easily integrate AI into your applications with Google Cloud's AI and machine learning APIs. New customers get $300 in free credits to run, test, and deploy workloads.
| Use Case | APIs | Good for |
|---|---|---|
Generative AI APIs | Pre-trained multitask large models, like Gemini, that can be tuned or customized for specific tasks using Vertex AI. These multimodal models from Google can handle vision, dialog, code generation, code completion, and more. |
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Provides step-by-step orchestration of enterprise search and conversational applications with pre-built workflows for common tasks like onboarding, data ingestion, and customization. |
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Machine learning APIs | Train high-quality custom machine learning models with minimal machine learning expertise and effort. |
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Speech, text, and language APIs | Derive insights from unstructured text using Google machine learning. |
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Accurately convert speech into text using an API powered by Google's AI technologies. |
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Convert text into natural-sounding speech using a Google AI powered API. |
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Make your content and apps multilingual with fast, dynamic machine translation. |
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Image and video APIs | Integrate vision detection features, including image labeling, face and landmark detection, optical character recognition (OCR), and tagging of explicit content. |
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Enable powerful content discovery and engaging video experiences. |
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Document and data APIs | Pretrained models for document processing, including basic extractors like OCR and Form Parser, and specialized models for industry use cases like lending, contracts, procurement, and identity documents. |
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Integrated, cloud-based platform to store, search, organize, govern and analyze documents and their structured metadata. |
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Conversational AI APIs | Conversational AI platform with both intent-based and generative AI LLM capabilities for building natural, rich conversational experiences into mobile and web applications, smart devices, bots, interactive voice response systems, popular messaging platforms and more. |
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Generative AI APIs
Pre-trained multitask large models, like Gemini, that can be tuned or customized for specific tasks using Vertex AI. These multimodal models from Google can handle vision, dialog, code generation, code completion, and more.
Text completion, multi-turn chat, and text embeddings generation
Code completion and generation with Codey
Generating and customizing images with Imagen
Universal speech models
Machine learning APIs
Train high-quality custom machine learning models with minimal machine learning expertise and effort.
Custom ML training
Testing, monitoring, and tuning ML models
Deploying 100+ models including multimodal and foundation models like Gemini
Speech, text, and language APIs
Derive insights from unstructured text using Google machine learning.
Applying natural language understanding to apps with the Natural Language API
Training your open ML models to classify, extract, and detect sentiment
Image and video APIs
Integrate vision detection features, including image labeling, face and landmark detection, optical character recognition (OCR), and tagging of explicit content.
Accurately predicting and understanding images with ML
Quickly classifying images into millions of predefined categories
Document and data APIs
Pretrained models for document processing, including basic extractors like OCR and Form Parser, and specialized models for industry use cases like lending, contracts, procurement, and identity documents.
Extracting, classifying, and splitting data from documents
Reducing manual document processing and minimizing setup costs
Gaining insights from document data
Conversational AI APIs
Conversational AI platform with both intent-based and generative AI LLM capabilities for building natural, rich conversational experiences into mobile and web applications, smart devices, bots, interactive voice response systems, popular messaging platforms and more.
Natural interactions for complex multi-turn conversations
Building and deploying advanced agents quickly
Enterprise-grade scalability
Building a chatbot based on a website or collection of documents
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