DeveloperS aI Tools
Developers AI Tools
Developer AI tools are platforms and software designed to help developers build, deploy and manage AI applications more efficiently. These tools simplify the process of working with AI allowing developers to focus on innovation without needing to start from scratch.
Here are some common types
AI Frameworks
Model development Platforms
AutoML Tools
Data Annotation and preparation tools
AI Deployment Tools.
01
Hugging Face
Hugging Face is a community and platform for machine learning and data science. It helps users create, train and deploy machine learning models.the platform also offers the tools needed to showcase and use artificial intelligence in real time applications.
02
Playground OpenAI
Playground OpenAI developer platform check out resources, tutorials, API documentation and interactive examples. In the playground the chat history is managed automatically but in code you have to manually include the chat history or previous context.
03
Databricks
The databricks platform is the first data intelligence platform that uses generative AI. It helps businesses integrate AI into every part of their operations. This cloud based platform supports companies in building, scaling and managing their data effectively.
04
Replicate AI
Replicate is a platform that allows you to run AI using an API. with just one line of code you can run and fine tune open source models and deploy custom models on a large scale. It serves as a foundation for open source AI by bringing together various LLM
05
Scale AI
Scale is trusted by leading companies to provide high quality training data for AI applications like self-driving cars and mapping. They support AI initiatives in three main areas like industry led projects, training and their acceleration program.
06
Kaggle
Kaggle is the biggest community for data scientists offering tools and resources to help you reach your data science goals. Join a tool to complete collaboration, learn and work on your dta science projects.
07
Gradio
Gradio is an open source python tool that helps you easily create a demo or web app for your machine learning model, API or any python function. You can share a link to your demo or appa in just a few seconds using Gradio build sharing features.
08
Azure A Studio
Azure ai studio discover how to create generative ai applications using the latest models and tools either through a web app or by coding with the SDK . with open AI you can access a variety of prebuilt and curated models to get started.
09
Vertex AI by Google
Vertex AI is a completely managed platform for developing and using generative AI. It includes tools like vertex AI studio and agent builder along with over 150 foundation models. You can also access gemini models from google through vertex AI.
10
Censius
The Census AI observability and model monitoring platform helps teams track, analyze and enhance how their AI models perform in the real world. It provides complete AI observability with automated monitoring and productive troubleshooting through their entire machine learning lifecycle.