BudgetMLebhy 
                        
                        
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            About
            BudgetML is perfect for practitioners who would like to quickly deploy their models to an endpoint, but not waste a lot of time, money, and effort trying to figure out how to do this end-to-end. We built BudgetML because it's hard to find a simple way to get a model in production quickly and cheaply. Cloud functions are limited in memory and cost a lot at scale. Kubernetes clusters are overkill for one single model. Deploying from scratch involves learning too many different concepts like SSL certificate generation, Docker, REST, Uvicorn/Gunicorn, backend servers, etc., that are simply not within the scope of a typical data scientist. BudgetML is our answer to this challenge. It is supposed to be fast, easy, and developer-friendly. It is by no means meant to be used in a full-fledged production-ready setup. It is simply a means to get a server up and running as fast as possible with the lowest costs possible.
             
            
        
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            About
            Use Prompt Mixer to create prompts and chains. Combinе your chains with datasets and improve with AI. Develop a comprehensive set of test scenarios to assess various prompt and model pairings, determining the optimal combination for diverse use cases. Incorporate Prompt Mixer into your everyday tasks, from creating content to conducting R&D. Prompt Mixer can streamline your workflow and boost productivity. Use Prompt Mixer to efficiently create, assess, and deploy content generation models for various applications such as blog posts and emails. Use Prompt Mixer to extract or merge data in a completely secure manner and easily monitor it after deployment.
             
            
        
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        Platforms Supported
            
                Windows
            
            
         
        
    
        
        
            
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        Platforms Supported
            
                Windows
            
            
         
        
    
        
        
            
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                Linux
            
            
         
        
    
        
        
            
                Cloud
            
            
         
        
    
        
        
            
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        Audience
        Any user wanting a tool to deploy ML models on a budget
         
        
    
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        Audience
        Individuals looking for a platform to keep version and test chains of prompts with different ML models and connections
         
        
    
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        Support
            
                Phone Support
            
            
         
        
    
        
        
            
                24/7 Live Support
            
            
         
        
    
        
        
            
                Online
            
            
         
        
    
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        Support
            
                Phone Support
            
            
         
        
    
        
        
            
                24/7 Live Support
            
            
         
        
    
        
        
            
                Online
            
            
         
        
    
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        API
            
                Offers API
            
            
         
        
    
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        API
            
                Offers API
            
            
         
        
    
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        Pricing
        Free
        
     
    
    
        
        
            
                Free Version
            
            
         
        
    
        
        
            
                Free Trial
            
            
         
        
    
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        Pricing
        $29 per month
        
     
    
    
        
        
            
                Free Version
            
            
         
        
    
        
        
            
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        Training
            
                Documentation
            
            
         
        
    
        
        
            
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                Live Online
            
            
         
        
    
        
        
            
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        Training
            
                Documentation
            
            
         
        
    
        
        
            
                Webinars
            
            
         
        
    
        
        
            
                Live Online
            
            
         
        
    
        
        
            
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        Company Informationebhy 
    
    
    github.com/ebhy/budgetml 
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        Company InformationPrompt Mixer 
    
    
    www.promptmixer.dev/ 
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        Integrations
            
                
    APIFuzzer
            
            
         
        
    
        
        
            
                
    Docker
            
            
         
        
    
        
        
            
                
    FastAPI
            
            
         
        
    
        
        
            
                
    Google Cloud Platform
            
            
         
        
    
        
        
            
                
    Gunicorn
            
            
         
        
    
        
        
            
                
    Kubernetes
            
            
         
        
    
        
        
            
                
    OAuth
            
            
         
        
    
        
        
            
                
    Swagger
            
            
         
        
    
        
        
            
                
    ZenML
            
            
         
        
    
                
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        Integrations
            
                
    APIFuzzer
            
            
         
        
    
        
        
            
                
    Docker
            
            
         
        
    
        
        
            
                
    FastAPI
            
            
         
        
    
        
        
            
                
    Google Cloud Platform
            
            
         
        
    
        
        
            
                
    Gunicorn
            
            
         
        
    
        
        
            
                
    Kubernetes
            
            
         
        
    
        
        
            
                
    OAuth
            
            
         
        
    
        
        
            
                
    Swagger
            
            
         
        
    
        
        
            
                
    ZenML
            
            
         
        
    
                
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