Retrieval-Augmented Generation (RAG)
Transform AI with Teneo RAG
Unlock instant, accurate answers with Teneo RAG. Simply upload your knowledge, and let Teneo’s smart AI turn it into a powerful resource for customer and agent interactions.
In seconds, your bot is ready to respond to questions with precision, enhancing experiences and making information accessible like never before.
Teneo RAG in Action
See how Teneo’s AI agents revolutionize airline customer service by delivering highly accurate, responsive support.
6 Challenges with RAG
While RAG offers promising AI capabilities, transitioning from a proof of concept (POC) to a live environment presents challenges:
Monitoring and Control
Effective monitoring is essential to manage RAG outputs, a core challenge in achieving consistent quality with agentic precision.
Limited Visibility and User Feedback Integration
The lack the capability to fully see and understand user interactions, hindering the ability to control responses and integrate user feedback effectively.
Maintaining Relevance and Accuracy
Continuous updates and maintenance are necessary for RAG to stay relevant and accurate, a task that grows increasingly complex in live environments.
Complex Integration
Integrating RAG into existing systems comes with high cost of technical labour and often becomes a hurdle in moving from POC to full-scale deployment.
Scalability Issues
Scaling RAG to handle real-world data and diverse interactions is challenging; Teneo’s AI agents are optimized for reliable, large-scale performance.
Performance Optimization
Ensuring RAG operates with optimal speed and accuracy across various business scenarios is a significant challenge during the scaling process.
Enhance Your AI Agents with Teneo Copilot
Teneo Copilot empowers your AI agents with Agentic AI by enabling seamless integration with any LLM, allowing you to effortlessly generate entries and responses. With a user-friendly interface, Copilot accelerates your workflow and enhances development capabilities, making it easy to keep your AI agents up-to-date and responsive.
Generate Classes
Generate Responses
Create Entities
Add Your Own LLM
Why Teneo for RAG
With Teneo RAG your LLM will be accurate, effective and cost optimized.
Discover how Teneo makes RAG more efficient, reliable, and insightful for your business needs:
98% Cost Reduction
Teneo´s RAG is based on FrugalGPT and increase accuracy with prompt tuning.
Monitor RAG Behavior
Teneo's monitoring tools allow businesses to understand and validate RAG's responses, ensuring AI interactions are aligned with business goals.
Control AI Responses
Adjust and refine RAG's outputs with Teneo's control features, ensuring accuracy and relevance in every interaction. Teneo cover the areas that RAG misses.
Listening to User Interactions
Teneo analyzes user interactions with RAG, providing insights to tailor AI responses to your audience's needs. Teneo defines which flow to call, extract info and orchestrates.
Benefits of Teneo RAG
Teneo enhances RAG's efficiency, ensuring faster and more effective AI operations.
Gain deep insights into user preferences and behavior with Teneo's advanced analytics.
Customize RAG's functionalities to suit specific business requirements and scenarios with Teneo's flexible tools.