This project is an AI-driven phone agent platform and telephony gateway designed to automate inbound and outbound voice interactions. It functions as a conversational voicebot system that utilizes large language models to conduct natural language phone conversations for customer support and data collection. The platform distinguishes itself through the integration of retrieval-augmented generation, allowing voice agents to search internal knowledge bases for domain-specific answers during live calls. It features automated language detection to support multilingual conversations and a system f
DeepPavlov is a deep learning conversational AI framework designed for building end-to-end dialog systems and chatbots. It functions as an NLP model training library and a pipeline system that connects multiple natural language processing models into a single operational chain. The framework provides a REST API model server to expose trained deep learning models as web endpoints. This allows conversational agents to be deployed as web services that handle incoming HTTP requests and return predictions. The system covers the full lifecycle of conversational AI development, including NLP pipeli
⛔ NOT MAINTAINED An End-To-End Closed Domain Question Answering System.
DSTC8 Track 1 Task 1 End-to-End Multi-Domain Dialog Challenge Result:
With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.
Die Hauptfunktionen von facebookresearch/simmc sind: Conversational AI.
Open-Source-Alternativen zu facebookresearch/simmc sind unter anderem: deepmipt/deeppavlov — DeepPavlov is a deep learning conversational AI framework designed for building end-to-end dialog systems and… microsoft/call-center-ai — This project is an AI-driven phone agent platform and telephony gateway designed to automate inbound and outbound… cdqa-suite/cdqa — ⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System. convlab/convlab — DSTC8 Track 1 Task 1 End-to-End Multi-Domain Dialog Challenge Result:. deepset-ai/haystack — Haystack is an orchestration framework designed for building complex search and generative AI pipelines. It functions… alexa/alexa-prize-topical-chat-dataset — A dataset containing human-human knowledge-grounded open-domain conversations.