“AI agents are moving from novelty to necessity.”

“This article organizes the essential links between LangChain/LlamaIndex and Databricks for running LLM applications in production.”

“Databricks 基盤モデルAPIは多種多様なLLM APIを提供しており、Llamaのようなオープンウェイトモデルもあれば、GPT-5.2やClaude Sonnetなどのプロプライエタリモデルをネイティブ提供しています。”

“The article discusses fine-tuning LLMs and the use of methods like LoRA.”

“AI is reshaping how organizations build and operate, bringing automation and intelligence...”

“The data and AI landscape is moving at a breakneck pace.”

“”

“Although the Spark cluster can scale, LightGBM itself remains single-node, which appears to be a limitation of SynapseML at the moment (there seems to be an open issue for multi-node support).”

“”

“LeJOT is an intelligent Job Cost Orchestration Solution for Databricks Platform.”

“Perennial megaround raiser Databricks was the top funding recipient by far this week, securing a fresh $4 billion in Series L funding (yes, that is a thing) at a $134 billion valuation.”

“The article doesn't contain a direct quote.”

“Data collaboration is the backbone of modern AI innovation.”

“The article snippet does not contain a quote.”

“Enterprises face increasing pressure to modernize their data stacks. Teams need to...”

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“OpenAI now has a batch processing API. But this time around, it’s dealing with more than just a handful of startups—including Snowflake and Databricks.”

“The article doesn't contain a direct quote, but the deal itself is the key information.”

“The article doesn't contain a specific quote, but the core message is about performance improvement.”