Small, yet powerful conversational agent framework
Project description
Small and Mighty Conversational Agent Framework
This is an experimental project to develop next generation of conversational agents that can connect the world of unconstrained generation of Large Language Models (LLM) to the world of structured data sources. Our goal is to build a modular and configurable framework to seamlessly integrate language agents with data sources to build conversational experiences for next generation of digital systems.
THIS PROJECT IS IN ACTIVE DEVELOPMENT. PROCEED WITH CAUTION!
The Big Idea about Small Things
To achieve our goals, we are pursuing two fundamental ideas:
- Sequence to structure: Convert sequence to sequence models to sequence to structure extraction ones. This is about extracting the structure of information required to properly fulfill a user request from her natural language utterances.
- Structure Informed Generation: Generate responses that combine both unstructured and structured information.
Copyright © 2023 Weavers @ Eternal Loom. All rights reserved.
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