Prompt Adaptation with Adaptive Answers
Integrated into Teneo, allowing the customization of AI responses and greater control over the conversational flow. This enables one to approximate LLM functionality by fine-tuning responses based on the data.
Elevate LLM Efficiency with FrugalGPT
Cut AI Costs, Not AI Capabilities!
FrugalGPT – with Teneo’s Agentic AI
Harness the power of FrugalGPT, developed by Stanford University researchers, combined with Teneo’s agentic AI for smarter, cost-effective Generative AI performance that adapts to every need.
FrugalGPT with Teneo
FrugalGPT Benefits
98% Cost Reduction
Reduce your Generative AI expenses through Teneo’s LLM orchestration, empowering AI agents to deliver results efficiently.
Performance and Reliability
Increase robustness by 4%, supported by Teneo’s AI agents utilizing RAG and the Accuracy Booster to enhance reliability and control.
Sustainable Generative AI
Teneo’s agentic AI strategically selects less power-intensive models for efficient response generation, reducing energy use without compromising service quality.
Prompt tuning with Teneo Linguistic Modeling Language (TLML)
Allows for the customization of AI prompts sent to your LLM. TLML™ enables the capture of entities and topics from users’ inputs, allowing their inclusion when prompting your LLM. This gives you more accurate, more personalized answers on the first try while also reducing the number of times you prompt the LLM for a correct answer.
LLM approximation and LLM cascade
Managed through the narrative of conversational interactions and preventing inappropriate or irrelevant responses, Teneo can optimize the use of Generative AI resources, contributing to cost reductions with features like optimized natural language understanding (NLU) accuracy, detailed deployment control, and auto-scalability enable businesses to select cost-efficient solutions without sacrificing quality.
Detect Repeated Questions
Teneo allows repeated questions to be identified and an optimization loop is added rather than repeatedly calling your LLM and increasing costs.
Common Questions
Based on previous conversations with your AI Assistant, one can identify the most common questions and create specific flows for these. By doing so, you have a well-controlled response for the question and can eliminate LLM costs.
LLM control
Teneo gives you full control over what is sent to your LLM. Teneo can detect any queries you don’t want to answer, stopping them from being sent to your LLM. For example, if a question includes sensitive topics, brand names you don't want to be associated with or abusive language, you can block the input from being sent through your LLM.
How FrugalGPT with Teneo Works
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