GregM
@gmaly.bsky.social
CTO | Machine Learning Engineer | Building tech grounded in ethics, access, and participation
#Agents are the new frontier in #AI, poised to revolutionize workflows across industries. But like #RAG and chatbots, they require effort: clear instructions, robust security, clean data, and integration. Like #ETL pipelines—massive #automation potential, but each action step is a point for error.
November 27, 2024 at 3:49 PM
#Agents are the new frontier in #AI, poised to revolutionize workflows across industries. But like #RAG and chatbots, they require effort: clear instructions, robust security, clean data, and integration. Like #ETL pipelines—massive #automation potential, but each action step is a point for error.
After 2+ years with LlamaIndex & LangChain, it’s exciting to see @n8n.io pushing AI #workflowautomation forward. Spent 48 hours building workflows to add contextual summaries to text chunks—still feels like too many workarounds. Better vector store integration would elevate #RAG quality.
November 26, 2024 at 12:29 PM
After 2+ years with LlamaIndex & LangChain, it’s exciting to see @n8n.io pushing AI #workflowautomation forward. Spent 48 hours building workflows to add contextual summaries to text chunks—still feels like too many workarounds. Better vector store integration would elevate #RAG quality.
Happy to be on Bluesky. I’ve been off social media for a while, but I’ll be sharing thoughts on #ML, #AI, #datascience, #ethics, data #workflows, and the intersection of tech, institutions, and policy.
November 26, 2024 at 12:15 PM
Happy to be on Bluesky. I’ve been off social media for a while, but I’ll be sharing thoughts on #ML, #AI, #datascience, #ethics, data #workflows, and the intersection of tech, institutions, and policy.