What are External Knowledge Bases?
Structured or unstructured data repositories used by AI systems to retrieve information and enhance responses.
More about External Knowledge Bases:
External Knowledge Bases are repositories of information that AI systems access to retrieve relevant data and improve response quality. These can include structured sources like knowledge graphs or unstructured text in vector databases.
Integrating external knowledge bases is crucial for tasks like retrieval-augmented generation (RAG), context-aware generation, and question answering, where grounding responses in factual information is essential.
Frequently Asked Questions
How do external knowledge bases improve AI systems?
They provide accurate and up-to-date information that AI models can use to enhance response relevance and accuracy.
What types of data are stored in external knowledge bases?
They can include structured data (e.g., knowledge graphs) and unstructured text (e.g., articles or documents).
From the blog
Fixing your Image Alt tags and SEO issues with AI
Optimizing your website's SEO can be complex and time-consuming, especially when it comes to image alt tags, title tags, and structured data. Sitetag, an AI-powered SEO tool, makes this process effortless. With just one script tag, Sitetag automatically enhances your website’s SEO elements, ensuring better search visibility and improved user experience—all without the manual work. Ready to simplify your SEO? Discover how Sitetag can transform your site today.
Herman Schutte
Founder
Unleashing the Power of AI: Adding a ChatGPT Chatbot to Your Website
An AI chatbot can serve as a dynamic tool to improve your site's user experience by providing instant, accurate responses to your visitors' queries. However, not all chatbots are created equal.
Herman Schutte
Founder