JuliaHub's AskAI: Enhancing ChatGPT with Julia-Specific Context

Explore JuliaHub's AskAI feature in this 10-minute conference talk from JuliaCon 2024. Discover how the integration of a vast Julia knowledge archive enhances ChatGPT's capabilities for generating accurate Julia code. Learn about the challenges in Julia documentation maintenance, the process of knowledge chunking, and the context engineering techniques employed to surpass standard ChatGPT performance. Examine the improvements in delivering up-to-date information and reducing Python-related hallucinations. Gain insights into the limitations, future steps in Julia code generation, and potential IDE integrations for tools like Pluto and Jupyter.