The Crafter.ai team announced a new RAG system for easily creating AI agents starting from document uploads.
The new “Document Manager” tool is designed to optimize the integration of documents within the knowledge base of AI agents and favour users’ complete autonomous management of the process.
The new RAG system of Crafter.ai
The RAG “Document Manager” system is accessible within the Teach phase of the platform.
With a simple click on the dedicated button, users can upload their files (pdf, doc, docx, csv and JSON) quickly and effectively, integrating them into the AI agents’ knowledge base.
Crafter.ai RAG system: the technology that makes the difference
The functionality is based on latest generation technologies, such as RAG (Retrieval-Augmented Generation) and LLM (Large Language Models).
Thanks to these innovations, AI agents can:
- retrieve and understand complex information contained in documents
- generate precise and personalized responses during conversations with users, using uploaded content as a reference source.
What are the advantages of the RAG system
- Autonomous management of RAG technology: users can configure and update the process of integration and use of information by AI agents in complete autonomy
- Reduction of implementation times: the new function makes the knowledge base creation phase extremely fast and allows optimal management of several and different questions contained within different documents.
- Advanced personalization: AI agents’ responses become more targeted, based on specific content provided by users.
- More accurate responses: AI agents can draw directly from uploaded documents, improving the relevance and quality of interactions.
In summary
Crafter.ai RAG system represents a real turning point for knowledge management within conversational AI platforms. By integrating dynamic and complex information with extreme precision, this technology allows us to overcome the limitations of traditional models, guaranteeing a superior user experience. Additionally, the RAG-based architecture offers scalability and robustness, making the system ideal for businesses of any size and industry.
With this new feature, Athics‘ Crafter.ai platform confirms its position at the forefront in making conversational AI an increasingly accurate and simple to use tool for optimizing interactions with its users.