Operational Database Management Systems
DSPy is an open source framework from Stanford University for programming language models using optimizable, modular pipelines rather than brittle hand-crafted prompts. It introduces the concept of “signatures” and “modules” that can be automatically...
Haystack is an open source LLM orchestration framework by deepset for building production-ready RAG pipelines and AI-powered search applications. It features a component-based pipeline architecture, support for multiple LLM providers and document stores, and...
LangChain is an open source framework for building applications powered by large language models. It provides modular abstractions for chains, agents, memory, tools, and data retrieval, with integrations to dozens of LLM providers, vector...
LlamaIndex is an open source data framework for building LLM-powered applications over structured and unstructured data. It provides tools for data ingestion, indexing, retrieval, and query pipelines, with connectors to over 160 data sources....
By Paul Speciale. Most enterprise GenAI initiatives focus on the model, but the projects that stall do so for a different reason entirely: the underlying data infrastructure simply can’t support what AI actually demands....
Q1. You spent nearly eight years as a VP Analyst at Gartner covering data and analytics — advising hundreds of enterprises on their technology strategies from the outside. You are now on the inside, in...
by Karim Keshavjee, MSc, MD, MBA Will generative AI lead to cognitive atrophy — or can it actually accelerate human thinking? Karim Keshavjee, physician and health informatics professor at the University of Toronto, argues...