Practical Coding Questions

Hands-on coding challenges for Gen AI engineers: implementing embeddings, building retrieval systems, and writing AI-powered tools.

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Easy Concepts
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Medium Concepts
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Hard Concepts

Hard Concepts (6)

Write a function to chunk text into overlapping segments.

gen-airagpython

Implement cosine similarity search.

gen-aivector-dbpython

Write a streaming response handler for LLM output.

gen-aipythonllm

Design a robust LLM API client with retry logic and rate limiting.

gen-aipythonllm

Implement a conversation memory manager.

gen-aipythonagents

Write a batch embedder with error handling.

gen-aipythonembeddings