Emergency Pod: OpenAI's new Functions API, 75% Price Drop, 4x Context Length (w/ Alex Volkov, Simon Willison, Riley Goodside, Joshua Lochner, Stefania Druga, Eric Elliott, Mayo Oshin et al)

Full Transcript and show notes: https://www.latent.space/p/function-agents?sd=pf Timestamps: [00:00:00] Intro [00:01:47] Recapping June 2023 Updates [00:06:24] Known Issues with Long Context [00:08:00] New Functions API [00:10:45] Riley Goodside [00:12:28] Simon Willison [00:14:30] Eric Elliott [00:16:05] Functions API and Agents [00:18:25] Functions API vs Google Vertex JSON [00:21:32] From English back to Code [00:26:14] Embedding Price Drop and Pinecone Perspective [00:30:39] Xenova and Huggingface Perspective [00:34:23] Function Selection [00:39:58] Designing Code Agents with Function API [00:42:16] Models as Routers [00:46:48] Prompt Engineering replaced by Finetuning [00:52:15] The 2 Code x LLM Paradigms [00:56:30] Smol Models for the future [00:58:54] The Evolution of the GPT API [01:03:27] Functions API Security vs Prompt Injection [01:16:18] GPT Model Upgrades [01:17:36] JSONformer [01:21:03] Closing Comments - What We Want Next

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