Posted on:
December 2nd, 2024
Tips and Tricks #32: Implement Retry Logic for LLM API Calls
Handle rate limits and transient failures gracefully with exponential backoff.
Handle rate limits and transient failures gracefully with exponential backoff.
Implement semantic caching to avoid redundant LLM calls and reduce API costs.
Use structured prompt templates to get reliable, formatted responses from LLMs.
Implement semantic search using text embeddings for more relevant results than keyword matching.
Use FrozenDictionary and FrozenSet for immutable, highly-optimized read-only collections.
Replace Task with ValueTask in frequently-called async methods that often complete synchronously.