Comments (2)
We can differentiate the AI vendors into the following three category:
PaaS (Platform as a service) Providers, which requires complex IAM authentication and project permission settings.
- GCP (Google)
- AWS (Amazon)
- Azure (Microsoft)
- Watsonx (IBM)
- Oracle Cloud Infrastructure
MaaS (Model as a service) Providers, which often use simple API keys and serverless model endpoint. - OpenAI - Proprietary text foundation models & image generation model
- Anthropic - Proprietary text foundation models
- Cohere - Proprietary text foundation models specialized on RAG usecase
- Mistral AI - Proprietary & OSS text foundation models
- Fireworks AI link - Serverless hosting for OSS models
- AI21 labs link - Proprietary text foundation models & task-specific models
- Upstage link - Proprietary text foundation models specialized in Korean
- Voyage AI link - Proprietary domain-specific text embedding model
- Deep infra link - Serverless hosting for OSS models
- Deepgram link - Proprietary audio <-> text models
- unstructured link - Data Pre-processing
- Jina AI link - Proprietary text embedding model & Data Pre-processing
- BRIA link - Proprietary image generation model
- Nvidai NIM link - Serverless hosting for OSS models
- Lamini link - Serverless hosting for OSS models
- Together AI link - Serverless hosting for OSS models
- Groq
SaaS (Software as a service), which often could only be accessed via GUI, thus impossible to integrate into VDP
example: OpenArt link
Others:
- Ollama link OSS model self-hosting solution.
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INS-5025 [Feature] [VDP] [Components] Connects AI vendors
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Related Issues (20)
- [Bug] Fails to Auto-Redirect to Previous Page(pipeline preview page) in pipeline builder HOT 1
- [Improvement] Improving User Experience: Avoid redirecting to the console home page After Login HOT 2
- Enable autosave in a particular point HOT 2
- Unable to publish pipeline from pipeline preview page HOT 2
- [Improvement] Overlapping of Input field in iterator if it is too long HOT 1
- Formatted format( text) in output and response is cut HOT 1
- Configs in 'More' somehow disappear/reset after certain actions HOT 1
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- [Bug] Switching back and forth between text Generation and Text to image in OpenAI Component, the prompt override mechanism is not consistent HOT 1
- [Bug] The link in the documentation "Clone a pipeline" is broken. HOT 1
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- [Feature] [VDP] [Pipeline] Sales / Customer Success / Marketing tools HOT 1
- [Feature] [VDP] [Pipelines] Workflow automation HOT 3
- [Feature] [VDP] [Pipeline] Data movement tools HOT 1
- [Feature] [VDP] [Pipelines] Workflow automation-Code Review Assistance HOT 2
- feat: add handler to auto-fill missing default values HOT 2
- [Feature] A Data Component for image format conversion HOT 1
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