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Articles tagged with #openai
Introduction An AI agent is a sophisticated software entity designed to perform tasks autonomously or semi-autonomously by perceiving its environment, making decisions, and taking actions to achieve specific goals. These agents leverage various artif...
This blog post provides a technical guide to evaluating Retrieval Augmented Generation (RAG) pipelines using the Ragas framework. What Is the Ragas Framework? Ragas facilitates a comprehensive assessment of RAG pipeline performance by evaluating bot...
In this tutorial, we will explore the process of building a Multi-Hop question-answering system using DSPy. Our journey will involve leveraging Qdrant DB as the data source for our multi-hop QA. We will demonstrate how to load a PDF file, specificall...
In this blog, we will explore how to build a Retrieval Augmented Generation (RAG) chatbot in Java. To construct this application, we will utilize the LangChain4j Java library. The goal of LangChain4j is to simplify the integration of AI/LLM capabilit...
Introduction In this blog, we'll use OpenAI Function Calling to create a pizza ordering bot that interacts with users and takes their orders. The bot performs 3 operations: Greet the user. Take Orders from the user. Update the user on the order st...
Introduction In this blog, we're going to create a Travel Recommender RAG Chatbot using Langchain JS, Pinecone, and OpenAI. This chatbot can instantly find and answer travel-related questions from users. I've included an image below to show what our ...
