How are actions of agents debugged in multi-agent systems?
Middle+
153
Machine Learning / AI
3611
0
Tell about a support request classification task for prioritization.
Middle
153
How to rank extracted chunks by relevance to the query?
Middle+
153
Tell about a successful classic model — employee churn prediction.
Middle
153
How are agent metrics and logs sent to Grafana (code)?
Middle+
153
How to correctly group data by salary categories without duplicate rows?
Middle
153
Do you have questions about the technical part?
Middle
153
Calculate the average work experience for each salary category
Middle
153
Redis is non-persistent — what will happen if it restarts? Will we lose notifications?
Middle
153
How to highlight and visualize agent metrics in Grafana?
Middle+
152
What is the idea of a random forest and why does it work?
Middle — Senior
151
How to find the last purchase by a person in the data?
Middle — Senior
151
How did you collect metrics for the quality of the RAG system? What metrics did you use and what tools?
Senior
151
What is LangGraph? Why use it instead of LangChain or raw API?
Senior
151
What is LoRA?
Middle
150
How does the LLM extract the necessary data from the request to pass to the tool?
Middle
150
What methods of text chunking do you know?
Middle+
150
What types of memory exist in LangGraph? How are short-term and long-term memory implemented?
Senior
150
How do you evaluate the relevance of extracted chunks (accuracy of extraction)?
Middle+
150
What components would you use to build a system for searching documents and information about people (locally, with GPU)?
Middle
150