Prototype Lab
RAG Architecture: From Simple Retrieval to Adva...
Retrieval-Augmented Generation (RAG) has emerged as one of the most transformative approaches in modern AI applications. By combining the generative power of Large Language Models (LLMs) with the ability to...
RAG Architecture: From Simple Retrieval to Adva...
Retrieval-Augmented Generation (RAG) has emerged as one of the most transformative approaches in modern AI applications. By combining the generative power of Large Language Models (LLMs) with the ability to...
How Retrieval-Augmented Generation Transforms K...
1. Introduction Every company has countless documents—product guides, employee info, contracts, internal policies, and more. Finding quick answers in scattered files is time-consuming and inefficient. Imagine an Agent powered by...
How Retrieval-Augmented Generation Transforms K...
1. Introduction Every company has countless documents—product guides, employee info, contracts, internal policies, and more. Finding quick answers in scattered files is time-consuming and inefficient. Imagine an Agent powered by...
LLM-Enhanced E-commerce Agentic Assistant Part ...
Building on our text-based prototype, we’re excited to introduce a multi-modal upgrade. In this phase, we’ve integrated OpenAI’s speech model to add an audio response feature, making our assistant even more...
LLM-Enhanced E-commerce Agentic Assistant Part ...
Building on our text-based prototype, we’re excited to introduce a multi-modal upgrade. In this phase, we’ve integrated OpenAI’s speech model to add an audio response feature, making our assistant even more...
LLM-Enhanced E-commerce Agentic Assistant Part ...
In the fast-paced world of e-commerce, customers care about three key things: getting the best price, discovering the latest products, and receiving orders quickly. During our daily operations, we encountered...
LLM-Enhanced E-commerce Agentic Assistant Part ...
In the fast-paced world of e-commerce, customers care about three key things: getting the best price, discovering the latest products, and receiving orders quickly. During our daily operations, we encountered...
LLM-Enhanced Meeting Minutes Generator with Ope...
1. User Research and Prototyping Journey Every day in our business, we faced the challenge of manually transcribing and summarizing meeting recordings—a process that was not only time-consuming but also...
LLM-Enhanced Meeting Minutes Generator with Ope...
1. User Research and Prototyping Journey Every day in our business, we faced the challenge of manually transcribing and summarizing meeting recordings—a process that was not only time-consuming but also...
Cooking Inspiration Made Easy with Llama 90B Mu...
1. Explore Step: Engaging with Stakeholders & Defining the Problem Deciding what to cook can sometimes feel like a never-ending puzzle—especially if you open the fridge only to see random...
Cooking Inspiration Made Easy with Llama 90B Mu...
1. Explore Step: Engaging with Stakeholders & Defining the Problem Deciding what to cook can sometimes feel like a never-ending puzzle—especially if you open the fridge only to see random...