Building Knowledge Graphs with Apache AGE
Author(s): Sandani Fernando Originally published on Towards AI. Building Knowledge Graphs with Apache AGE This is 2025, and data doesn’t come alone — it comes with relationships, connections, and context. Like any other graph database, Apache AGE stores nodes, edges connecting them, …
What is NLWeb?
Author(s): Sandani Fernando Originally published on Towards AI. What is NLWeb? Imagine visiting a website and, instead of scrolling, clicking, or digging through menus, you simply ask it a question and get exactly what you need. That’s the promise of NLWeb, an …
Building AI Agentic Systems with AG2 and FastAPI
Author(s): Sandani Fernando Originally published on Towards AI. Building AI Agentic Systems with AG2 and FastAPI AG2 is a multi-agent conversation framework facilitating cooperation among multiple agents. It enables agents to collaborate to solve complex tasks. Also, AG2 smooths the way to …
Fine-Tuning BERT for Intent Recognition
Author(s): Sandani Fernando Originally published on Towards AI. Fine-Tuning BERT for Intent Recognition In the field of natural language processing, intent recognition is a critical component of chatbots, virtual assistants, and customer support systems. It allows these systems to understand the user’s …
Building AI Agentic Systems with AG2 and FastAPI
Author(s): Sandani Fernando Originally published on Towards AI. Building AI Agentic Systems with AG2 and FastAPI AG2 is a multi-agent conversation framework facilitating cooperation among multiple agents. It enables agents to collaborate to solve complex tasks. Also, AG2 smooths the way to …
Fine-Tuning BERT for Intent Recognition
Author(s): Sandani Fernando Originally published on Towards AI. Fine-Tuning BERT for Intent Recognition In the field of natural language processing, intent recognition is a critical component of chatbots, virtual assistants, and customer support systems. It allows these systems to understand the user’s …
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