LangGraph
LangGraph is an open source library for building stateful, multi-actor AI applications and complex agent workflows. Built on top of LangChain, it uses a graph-based abstraction to model agent state and transitions, enabling the...
Category: Big Data, Analytical Data Platforms, AI and Data Science
CrewAI
CrewAI is an open source framework for orchestrating role-playing, autonomous AI agents that collaborate on complex tasks. It allows developers to define agents with specific roles, goals, and tools, and to organize them into...
AutoGen
AutoGen is Microsoft’s open source framework for building multi-agent AI systems. It enables the creation of networks of AI agents that can converse, collaborate, and coordinate to execute complex tasks. AutoGen supports both fully...
DSPy
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
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
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
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....
AI data infrastructure that survives under pressure
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....
From the Analyst Chair to the Inside: Nick Heudecker on GenAI, Data Infrastructure, and What the Market Gets Wrong.
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...
Will GenAI Lead to Cognitive Atrophy?
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...