Creating AI agents like Jarvis and Rasputin without deep user knowledge through RAG pipelines

From Towards Data Science: [published_date]

The future of AI involves intuitive assistants handling routine tasks, with RAG pipelines key to ongoing development. AI agents like Jarvis and Rasputin showcase potential for complex interactions without deep user knowledge. Designing processes and documentation for AI interaction is key for future ERP system integration. Developing a prototype AI agent for expense tracking is a foundational step towards more advanced applications. Testing the tool call functionality of OpenAI helps identify potential bottlenecks and improve interactive capabilities. Prioritizing workflow adjustments over prompt engineering is essential for optimizing AI agent performance and addressing errors effectively.



Read more at Towards Data Science: Leverage OpenAI Tool calling: Building a reliable AI Agent from Scratch | by Lukasz Kowejsza | Mar, 2024