By now, it’s no surprise that we’ve all heard about prompt injection attacks affecting Large Language Models (LLMs). Since November 2023, prompt injection attacks have been wreaking havoc on many in house built chatbots and homegrown large language models. But what is...
GenAI in the enterprise is still in its infancy. The excitement and potential is undeniable. However, enterprises have struggled to derive material value from GenAI and the hype surrounding this technology is waning. We have talked with hundreds of organizations...
The Vectara and Datavolo integration and partnership When building GenAI apps that are meant to give users rich answers to complex questions or act as an AI assistant (chatbot), we often use Retrieval Augmented Generation (RAG) and want to ground the responses on...
Data Engineering for Advanced RAG Datavolo helps data teams build multimodal data pipelines to support their organization’s AI initiatives. Every organization has their own private data that they need to incorporate into their AI apps, and a predominant pattern to do...
The true power of chatbots is not in how much the large language model (LLM) powering it understands. It’s the ability to provide relevant, organization-specific information to the LLM so that it can provide a natural language interface to vast amounts of data. That...
The Evolving AI Stack Datavolo is going to play in three layers of the evolving AI stack: data pipelines, orchestration, and observability & governance. The value of any stack is determined by the app layer, as we saw with Windows, iOS, and countless other...
Why did ELT become the most effective pattern for structured data? A key innovation in the past decade that unlocked the modern data stack was the decoupling of storage and compute enabled by cloud data warehouses as well as cloud data platforms like Databricks. This...
In the past week, since Datavolo released its Flow Generation capability, we've witnessed fantastic adoption as users have eagerly requested flows from the Flow Generation bot. We're excited to share that we have recently upgraded our models, enhancing both the power...
Humility is the first lesson In the machine learning era of software engineering, one persistent truth has emerged: engineers are increasingly submitting to the will of the machine. A significant milestone in the transition from classical machine learning to deep...
Hey everyone, it's been an incredible journey over the past ten years since we open-sourced Apache NiFi. Right from the beginning, our mission with NiFi was crystal clear: to make it easier for all of you to gather data from...