AI BriefingLangChain 2024 State of AI Report
Key point
LangChain has released its annual report covering 2024 AI development trends and LLM infrastructure usage.
Details
LangChain analyzed the changes in the 2024 AI ecosystem based on data from over 30,000 monthly users of LangSmith. Key shifts include a surge in open-source model adoption and a transition from simple retrieval workflows to multi-step AI agent applications.
Looking at infrastructure usage, OpenAI remains the most widely used LLM provider, recording a usage rate more than 6 times higher than second-place Ollama. Notably, Ollama, which focuses on local execution, and Groq, which supports cloud deployment, entered the top 5, showing growing interest in flexible deployment options.
In the vector store category, Chroma and FAISS remain popular choices, while vector databases from Milvus, MongoDB, and Elastic also entered the top 10. This indicates that retrieval capabilities continue to play a major role in GenAI workflows.
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