DeepPavlov Agent is an open-source framework for development of scalable and production ready multi-skill virtual assistants, complex dialogue systems and chatbots.
EASY TO ADAPT TO YOUR NEEDS
Annotators, skill selectors, shared conversations history, response selectors, post-annotators - combine them together to solve your complex Conversational AI needs
EASY TO DEPLOY
Configure skill failure and global timeout processing scenarios, and then deploy via Docker or via Kubernetes
EASY TO USE
Communicate with the agent-based systems via the built-in HTTP APIs, telegram client, or command line
HIGH-LEVEL ARCHITECTURE
DP AGENT IN ACTION
AMAZON ALEXA PRIZE 2019
AMAZON ALEXA PRIZE 2019
In 2019-2020, DeepPavlov Agent was battle-tested during Alexa Prize Socialbot Grand Challenge 3. DREAM Socialbot powered by DeepPavlov Agent framework achieved final average rating of 3.39. Technical report on DREAM Socialbot evaluation is available below:
During the challenge, our DREAM team relied on trusty DeepPavlov Agent to fight through the hurdles of Conversational AI towards the very end of the semi-finals.
IN THE INTERNET
Our posts are published on popular industrial and academic ML blogs. We also have our own blog on Medium.
COMMUNITY
Join the DeepPavlov community and help grow the conversational AI ecosystem