Experts.js @ Norfolk.js

A deep dive into the basics of AI agents and Multi AI Agent System using the OpenAI Assistants API.

https://github.com/metaskills/experts
https://www.unremarkable.ai/experts/

Transcript

1. NORFOLK.JS A deep dive into the basics of AI agents and Multi AI Agent Systems using the OpenAI Assistants API. Ken Collins EXPERTS.JS @
2. ABOUT ME HellO WorLD To HellO rEVENUE. NoT aCADEMIC. aPPliED pRAC TI TI ONER. pRODUCT-ORIEN TE D. cONVERSION jUNKIE. .
3. GITHUB.COM/ME TA SKI LL S/EXPERTS
4. SPECTRUM OF CHOICES
5. COLLABORATION VS COORDINATION https://www.linkedin.com/pulse/collaboration-vs-coordination-why-arent-you-achieving-calbucci/
6. COLLABORATION VS COORDINATION
7. Collaboration is best for activities with unknown inputs, procedures, or outputs. Coordination is ideal for tasks that can be done independently with clear inputs and outputs. Trust among team members enables more effective coordination. Repeatable activities are better suited for coordination than collaboration. Collaboration is necessary when real-time, high-throughput communication is required. Coordination is preferable when the process or results need to be persisted. Highly collaborative work often leads to slower progress and reduced accountability. Coordination allows for better scalability in teams and projects. A balance of coordination with intermittent collaboration often yields the best results. Startups often over-rely on collaboration, leading to inefficiencies as they grow. Converting collaborative work to coordinated work can significantly increase productivity. Coordination enables team members to work asynchronously and independently. Collaboration is beneficial for initial alignment and complex problem-solving. Coordination works best when team members understand how their individual tasks fit into the larger goal. Automation can enhance coordination in scenarios requiring both permanence and low latency. https://openai.com/index/new-models-and-developer-products-announced-at-devday/ COLLABORATION VS COORDINATION
8. COLLABORATION VS COORDINATION
9. Assistants API FLY OVER
10. ASSISTANTS API NOV. 2023 (BETA) https://openai.com/index/new-models-and-developer-products-announced-at-devday/
11. POST /V1/COMPLETIONS https://platform.openai.com/docs/api-reference/completions/create
12. POST /V1/COMPLETIONS https://platform.openai.com/docs/api-reference/completions/create
13. POST /V1/ASSISTANTS https://platform.openai.com/docs/assistants/overview
14. Building BlockS Of Experts.js (Assistants)
15. BUILDING BLOCKS
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36. BUILDING BLOCKS
37. FunctionS Aka Tools
38. ANY FUNCTION ANY PARAMETERS
39. ANY FUNCTION ANY PARAMETERS
40. MISSING SLIDES ON EXPERTS.JS CONNECTION METHODS
41. Use Cases & DEMOS
42. BESPOKE UI STRUCTURED OUTPUTS https://openai.com/index/introducing-structured-outputs-in-the-api/
43. BESPOKE UI STRUCTURED OUTPUTS https://openai.com/index/introducing-structured-outputs-in-the-api/
44. BESPOKE UI STRUCTURED OUTPUTS https://github.com/metaskills/unremarkable-bespoke-ui
45. CONSISTENT ON-BRAND CREATIVE https://www.unremarkable.ai/consistent-on-brand-artwork-using-ideogram-with-openai-assistants/
48. The Bad Parts & Maybe Some Good PARTS
49. FRICTION & HOT SPOTS Routing latency INFRA ST RUC TU RE as cODE ...
50. Hidden Features of Experts.js (less documented)
51. MISSING SLIDES ON EXPERTS.JS CODE CONNECTIONS
53. WOOIMBOUTTAMAKEANAMEFORMYSELFERE