The state of AI - end of 2024

Another year, another leap in LLM app development!

Another year, another leap in LLM app development! 🪄 Our new 2024 LangChain State of AI report uncovers key trends in how developers are building LLM apps.

In 2024, we’ve seen a shift from retrieval workflows to multi-step, agentic applications. 🤖 Open-source models are also gaining traction as devs seek more customizable infrastructure.

Here's where the AI ecosystem is headed, based on data from LangSmith.

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