Artificial Intelligence in Our Lives (part 2)

In last week’s blog, we explored some of the ways that Artificial Intelligence can and is being used. This week, I want to tell you about the major AI providers and platforms. So, let’s start with the key features of a few of the most prominent AI providers and platforms that might be useful: 1. […]

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Posted

Andrii

Nov 14, 2024

In last week’s blog, we explored some of the ways that Artificial Intelligence can and is being used. This week, I want to tell you about the major AI providers and platforms.

So, let’s start with the key features of a few of the most prominent AI providers and platforms that might be useful:

1. OpenAI

  • Products: GPT models (e.g., GPT-3, GPT-4), DALL·E (image generation), Codex (code generation), ChatGPT API.
  • Use Cases: Text generation, NLP, image creation, code assistance.

2. Google Cloud (GCP)

  • Products:
    • Vertex AI: Helps build and manage machine learning models.
    • Natural Language API:  Text analysis and language understanding.
    • Vision AI: Image and video analysis.
    • AutoML: For automatic machine learning.
  • Use Cases: Text processing, analytics, image recognition, ML automation.

3. Microsoft Azure

  • Products:
    • Azure Cognitive Services: Image, text, speech services.
    • Azure OpenAI Service: Access to GPT models via API.
    • Azure Machine Learning: Machine learning platform for developers and data scientists.
  • Use Cases: Speech-to-text, NLP, image analysis.

4. Amazon Web Services (AWS)

  • Products:
    • Amazon SageMaker: Machine learning platform.
    • Amazon Rekognition: Image/video analysis.
    • Amazon Lex: For creating chatbots.
    • Amazon Comprehend: Text analytics.
    • Amazon Polly: Text-to-speech service.
  • Use Cases: ML model deployment, image recognition, NLP.

5. IBM Watson

  • Products:
    • Watson Assistant: Chatbot development.
    • Watson Natural Language Understanding: Text and sentiment analysis.
    • Watson Studio: Data science and AI platform.
  • Use Cases: Text analysis, chatbots, data science.

6. Hugging Face

  • Products:
    • Transformers Library: Pre-trained models for text and images.
    • Inference API: Easy model integration.
    • Hugging Face Spaces: Host and deploy ML models.
  • Use Cases: Text generation, model fine-tuning

7. Anthropic

  • Products: Models like Claude for safe conversational AI.
  • Use Cases: Safe AI, conversational tools.

8. Cohere

  • Products:
    • Models for text generation, classification, and understanding.
    • Focuses on NLP tasks with easy-to-use APIs.
  • Use Cases: Summarization, search, sentiment analysis.

9. Stability AI

  • Products:
    • Stable Diffusion: Stable Diffusion (text-to-image).
  • Use Cases: Image creation from text.

10. DeepMind

  • Products: AI research, including AlphaFold.
  • Use Cases: Research, biological computation, game AI.

11. DataRobot

  • Products: Automated machine learning platform.
  • Use Cases: Predictive modeling, business analytics.

12. Salesforce Einstein

  • Products: AI features integrated into Salesforce CRM.
  • Use Cases: Sales forecasting, customer insights, chatbots.

13. ChatGPT Plugins

  • Products: Plugins for extending ChatGPT functionality.
  • Use Cases: Conversational AI for various applications with pre-existing APIs.

This is a far from complete list of providers of AI services that can solve your issues, but it might help you to explore the possibilities of Artificial Intelligence. If you need to expand your software with these solutions, you can always contact the Swan team and we will help you.