Best AI Development Platforms for Java

Fully managed ML tools allow you to build, deploy and scale machine-learning (ML) models quickly, for any use case. Vertex AI Workbench is natively integrated with BigQuery Dataproc and Spark. You can use BigQuery to create and execute machine-learning models in BigQuery by using standard SQL queries and spreadsheets or you can export datasets directly from BigQuery into Vertex AI Workbench to run your models there. Vertex Data Labeling can be used to create highly accurate labels for data collection. Vertex AI Agent Builder empowers developers to design and deploy advanced generative AI applications for enterprise use. It supports both no-code and code-driven development, enabling users to create AI agents through natural language prompts or by integrating with frameworks like LangChain and LlamaIndex.

PostgresML is an entire platform that comes as a PostgreSQL Extension. Build simpler, faster and more scalable model right inside your database. Explore the SDK, and test open-source models in our hosted databases. Automate the entire workflow, from embedding creation to indexing and Querying for the easiest (and fastest) knowledge based chatbot implementation. Use multiple types of machine learning and natural language processing models, such as vector search or personalization with embeddings, to improve search results. Time series forecasting can help you gain key business insights. SQL and dozens regression algorithms allow you to build statistical and predictive models. ML at database layer can detect fraud and return results faster. PostgresML abstracts data management overheads from the ML/AI cycle by allowing users to run ML/LLM on a Postgres Database.

Semantic Kernel, a lightweight open-source development tool, allows you to easily build AI agents, and integrate the latest AI model into your C# or Python codebase. It is a middleware that allows rapid delivery of enterprise grade solutions. Semantic Kernel is flexible, modular and observable, which is why Microsoft and other Fortune 500 firms use it. With security-enhancing features like hooks, filters, and telemetry, you can be confident that you are delivering responsible AI at scale. It's reliable and committed to non-breaking changes. Version 1.0+ is supported across C# Python and Java. Existing chat-based APIs can be easily extended to support other modalities such as voice and video. Semantic Kernel is future-proof and connects your code with the latest AI models that evolve as technology advances.

Agentplace is an AI platform that allows AI apps and websites to be built directly on top a AI model. No coding is required. Agentplace allows you to create AI websites and applications. ChatGPT is now your interactive, dynamic website, capable of answering all questions, selling products and delivering services. It uses AI's adaptability and common sense. It also makes use of voice. You can program the system entirely in text. The website's user interface changes depending on what users do or say. Instead of static pages, UI elements can appear, update or hide based on user needs. For example, the form can be expanded as needed or the product page can display different details depending on the user's questions. Users can speak to your website just like they would do with ChatGPT. Voice can be used to ask questions, obtain information, or complete tasks. The site is accessible while driving, cooking or even while driving.

Orkes is the leading orchestration platform designed for developers. It allows you to scale your distributed applications and modernize your workflows in order to ensure durability. You can also protect against software failures or downtime. Build distributed systems that span microservices, AI models and event-driven architectures, as well as serverless architectures. You can do this in any language or framework. Your innovation, code, and app - developed, designed, and delighted users a magnitude faster. Orkes Conductor allows you to build and modernize your applications faster. Model your business logic intuitively, as if you were using a whiteboard. Code the components in any language and framework that you choose. Run them at scale without additional setups. Observe across your distributed landscape.

Saagie's cloud data factory allows you to create and manage your data & AI project in a single interface. It can be deployed in just a few seconds. Saagie data factories allows you to develop your AI models and test them in a safe environment. With a single interface, you can get your data and AI project off the ground and centralize your team to make rapid progress. Saagie is the platform for you, no matter what your maturity level. From your first data project, to a data and AI-driven strategy. Unifying your work onto a single platform will simplify your workflows, increase your productivity and help you make better decisions. Orchestrate your data pipelines to transform raw data into powerful insights. Quickly access the information you require to make better decisions. Simplify management and scaleability of your AI and data infrastructure. Accelerate your AI, deep learning, and machine learning models.

Granica AI efficiency platform lowers costs for storing and accessing data, while maintaining its privacy so that it can be used to train. Granica is native to AWS/GCP, a petabyte-scale platform, and developer-first. Granica makes AI pipelines faster, more efficient, and more performant. Efficiency is a layer of the AI stack. Byte-granular reduction of data uses novel compression algorithms to reduce costs for storing and transferring objects in Amazon S3 or Google Cloud Storage up to 80%, and API costs up to 90%. Estimate your cloud environment in 30 minutes, using a sample of read-only data from your S3/GCS. No need to allocate budgets or perform a total cost of ownership. Granica deploys to your environment and VPC while respecting your security policies. Granica supports many data types for AI/ML/analytics. It also offers lossy and lossless compression options. Detect and protect sensitive information even before it's persisted in your cloud object store.

Unremot is the place to go for anyone who wants to build an AI-based product. With 120+ pre-built AIs, you can launch AI products at 1/3rd of the cost and 2X faster. Even the most complex AI product APIs can be launched and deployed in less than a minute, with minimal or no code. Unremot offers 120+ APIs. Choose the AI API you want to integrate into your product. Unremot will need your API private key in order to authenticate. Unremot's unique URL is the fastest way to connect your product API. The process can take minutes instead of days or weeks.