How to Build Travel AI Agents Using Phidata and Qdrant
Author(s): Sayanteka Chakraborty Originally published on Towards AI. I have seen the travel industry undergoing a massive shift in the last few years and AI now sits at the center of that transformation. Nearly every company is racing to build the next …
How to Use Sparse Vectors to Power E-commerce Recommendations With Qdrant
Author(s): Sayanteka Chakraborty Originally published on Towards AI. 1. Introduction In e-commerce, success hinges on one thing: showing the right product to the right user at the right time. Whether it’s search results, recommendations, or personalized feeds, every interaction shapes how a …
Reflection with LLM: How to Make AI Review Its Own Work
Author(s): Sayanteka Chakraborty Originally published on Towards AI. How to Make AI Review Its Own Work Reflection refers to a structured process where the model evaluates and improves its own output. It typically involves generating an initial response, analyzing that response against …
3 Powerful AutoGen Features You Must Know
Author(s): Sayanteka Chakraborty Originally published on Towards AI. 3 Powerful AutoGen Features You Must Know One of the most exciting features of AutoGen is its ability to generate, execute, and verify code automatically using conversational AI agents. AutoGen Features OverviewThe article discusses …
Autogen Conversable Agent: Complete Overview
Author(s): Sayanteka Chakraborty Originally published on Towards AI. Types of Agents in Autogen: Conversable Agent: The Conversable Agent is designed for one-on-one conversational interactions. It remembers the user’s previous questions and provides context-aware responses. Source: InternetThe article provides an in-depth overview of …
ReAct Agent Explained
Author(s): Sayanteka Chakraborty Originally published on Towards AI. Introduction to ReAct Agent ReAct stands for Reasoning and Acting, a framework where LLM generate thoughts (reasoning) and actions (tool use) in an interleaved manner. Output:The article discusses the ReAct Agent, which operates on …
Hands-On: Prompt Engineering with Ollama and Google Colab
Author(s): Sayanteka Chakraborty Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Prompt Engineering is like giving instructions to an AI model to get the best possible answers or results. The way you phrase …
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