Hello,
I’m new to the DeepPavlov.ai and I just can’t figure it out: what is the differences DeepPavlov , dp-agent and dp-dream
What is the use cases for each one of them?
" DeepPavlov Agent is a framework for development of scalable and production ready multi-skill virtual assistants, complex dialogue systems and chatbots." source
" DeepPavlov Dream is a platform for development of scalable and production ready multi-skill virtual assistants ." source
Thank you 
Hi Adamch!
Sure thing, let me provide you an answer.
DeepPavlov Library is a set of generic NLP components built to solve a large variety of NLP tasks, including but not limited to Entity Extraction, Entity Linking, ODQA & KBQA, Emotion, Sentiment, Toxicity Classification, and so on.
DeepPavlov Agent is an Orchestrator that enables building AI Assistants. You can think of it as a specialized version of a business orchestrator like one provided by a BizTalk Server.
DeepPavlov Dream is both our AI Assistant and a set of skills and other high-level components that allow one to build AI assistants. It uses DeepPavlov Library’s basic NLP components in its pipeline, and uses DeepPavlov Agent as the Conversational AI Orchestrator.
Does it make sense to you?
Best Regards,
Daniel
It does make a little bit more sense, but still: If I want to develop a chatbot that deals with a variety of topics, I should look at DeepPavlov Agent?
Thanks
Well, your best best is to clone dp-dream-demos and start from it. It’ll give you the best version of Agent to orchestrate your conversation, as well as a demo skill to begin building your chatbot.
You can also check out moonbase-ai-demo branch in the repo for a more advanced example.
DeepPavlov depends on what your functionality and basic requirement is. Im not sure about DeepPavlov Agent, but I have used DeepPavlov Dream to build a Simple AI Assistant. It was for the purpose of integrating it into an existing chatbot development services. DeepPavlov Dream is an AI Assistant accompanied with a number of developer tools, and it is built on top of our conversational multiskill framework called DP Agent. Therefore chatbots or virtual assistants can be easily built on it. I am not sure about the agents though. Cheers.