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
6
Hard Concepts

Hard Concepts (6)

#40Hardpractical-coding

Write a function to chunk text into overlapping segments.

gen-airagpython
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#41Hardpractical-coding

Implement cosine similarity search.

gen-aivector-dbpython
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#42Hardpractical-coding

Write a streaming response handler for LLM output.

gen-aipythonllm
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#43Hardpractical-coding

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

gen-aipythonllm
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#44Hardpractical-coding

Implement a conversation memory manager.

gen-aipythonagents
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#45Hardpractical-coding

Write a batch embedder with error handling.

gen-aipythonembeddings
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