Itinai.com a realistic user interface of a modern ai powered d8f09754 d895 417a b2bb cd393371289c 0
Itinai.com a realistic user interface of a modern ai powered d8f09754 d895 417a b2bb cd393371289c 0

LLM+RAG-Based Question Answering

The text provided discusses the topic of Retrieval Augmented Generation (RAG) and its application in question answering using Large Language Models (LLMs). It covers various aspects such as chunking text, querying, context building, re-ranking, evaluation, and addressing hallucinations in generated text. The author also highlights the relevance of RAG in the context of advanced NLP techniques and its potential for future developments. Overall, the text serves as an insightful overview of RAG and its practical considerations.

 LLM+RAG-Based Question Answering

“`html





AI Solutions for Middle Managers

Evolve Your Company with AI

If you want to evolve your company with AI, stay competitive, use for your advantage LLM+RAG-Based Question Answering.

Discover How AI Can Redefine Your Way of Work

  • Identify Automation Opportunities: Locate key customer interaction points that can benefit from AI.
  • Define KPIs: Ensure your AI endeavors have measurable impacts on business outcomes.
  • Select an AI Solution: Choose tools that align with your needs and provide customization.
  • Implement Gradually: Start with a pilot, gather data, and expand AI usage judiciously.

For AI KPI management advice, connect with us at hello@itinai.com. And for continuous insights into leveraging AI, stay tuned on our Telegram or Twitter.

Spotlight on a Practical AI Solution

Consider the AI Sales Bot from itinai.com/aisalesbot designed to automate customer engagement 24/7 and manage interactions across all customer journey stages.

Discover how AI can redefine your sales processes and customer engagement. Explore solutions at itinai.com.



“`

List of Useful Links:

Itinai.com office ai background high tech quantum computing a 9efed37c 66a4 47bc ba5a 3540426adf41

Vladimir Dyachkov, Ph.D – Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

Unleash Your Creative Potential with AI Agents

Competitors are already using AI Agents

Business Problems We Solve

  • Automation of internal processes.
  • Optimizing AI costs without huge budgets.
  • Training staff, developing custom courses for business needs
  • Integrating AI into client work, automating first lines of contact

Large and Medium Businesses

Startups

Offline Business

100% of clients report increased productivity and reduced operati

AI news and solutions