So right now am working as a software engineer in a startup and i have to switch my career into agentic ai roles.where do i start? i can understand python.Give me a roadmap and also the resources i could use to study.whats the scope of these roles in the market rn?
Yea,so does anyone know how reliable are these inference providers? they're providing the usage of the models in a less price than the original ones. Any insights on that?
So i have my company's (startup) VPS and api endpoints from the applications. i need to find the best inference provider and the models which i can use for my application at cheap cost because there arent much active users but it must do the tasks to.
The functions are text refining,making it concise,text generation,speech to text,text to speech,grammar check,spell check,translation and i have made endoints for all of these.
So please help me by pointing out the best options possible and im focusing again on the point that there are limited users so i want it cheap but all these tasks must be carried out efficiently.
So here iam with this scenario, my company(startup) server has the configuration of 10GB RAM and 7 core cpu and no gpu.im asked to integrate the ai agent into it and i have two options
1)To run models locally using ollama
2)To connect with an inference provider
So from these options i have seen inference providers and their pricing is high and while using local models i have issues with processing as im running it on low config.
So please suggest me how to deal with this scenario,
Which model will you suggest for text refinement,making it concise,grammar check,spell check,translation etc and the model must be handled by this low config server locally?
And is there any cheaper and efficient alternatives for inference providers and models.
Pls help mee😭😭😭