Background Retrieval Augmented Generation(RAG) is an approach for enhancing existing LLMs with external knowledge sources, to provide more relevant and contextual answers. In a RAG,… Read More »Understanding GraphRAG – 1: The challenges of RAG
Background We follow on from the last post and explore the limitations of RAG and how you can overcome these limitations using the idea of… Read More »Understanding GraphRAG – 2 addressing the limitations of RAG
In this third part of the solution, we discuss how to implement a GraphRAG. This implementation needs an understanding of Langchain which we shall also… Read More »Understanding GraphRAG – 3 Implementing a GraphRAG solution
Data is crucial for your business—it helps with decisions and growth. But sometimes, it’s stuck in different places and hard to use. Implementing an ETL… Read More »Building reliable and efficient ETL pipelines: Best practices for data wranglers
Data Automation Tools play a crucial role in transforming how businesses handle data. They offer advanced functionalities that streamline data management processes, enabling organizations to… Read More »The new era of data handling: Tools that transform business strategies
Since data varies from industry to industry, its impact on digitalization efforts differs widely — a utilization strategy that works in one may be ineffective… Read More »How data impacts the digitalization of industries
Image source: Dall-e This week, the tech community has been abuzz with the announcement of the latest model from Mistral being closed source. This revelation… Read More »Open source LLMs – no more than a marketing term?
Introduction In the era of big data, the importance of clean and high-quality data cannot be overstated. Data cleaning is a crucial step in the… Read More »Data Cleaning in Python vs. Data Quality Tools
In today’s fast-paced business terrain, optimizing logistics operations has become more pivotal than ever. With increasing competition and rising client prospects, companies are under pressure… Read More »Optimizing logistics operations with technology implementation
The momentum around Generative AI in MarTech is undeniable. A staggering 63% of marketing leaders are signaling their intention to invest in this innovative technology… Read More »MarTech Trends: Capitalizing on the rising GenAI excitement for business ROI growth
