Implementing semantic cache using Pinecone db

Hello, wanted to share an article on how we built semantic cache using Pinecone to cut costs and latency for models like GPT-4.

The cache stores responses to similar queries, avoiding redundant API calls. We’re seeing 20% cache hit rates, delivering 20x faster responses at no additional cost. (at 10M GPT4 requests a day, that’s $2,700 saved a month)

The article covers:

  • Examples of cached queries
  • Latency, accuracy benchmarking
  • Technical details
  • Production use considerations

Hope you find it helpful! Check it out here: ⭐ Reducing LLM Costs & Latency with Semantic Cache

Let me know if you have any questions!

1 Like