Expired50% confidenceOpinionTime unknown
The LLM industry has transitioned from an algorithm research phase into an application development phase
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Learning LLM Application Development from Scratch: A Complete Roadmap from RAG to Agent
bilibili吴恩达langchain
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