Yet another cache, but for ChatGPT
Blog post from Zilliz
ChatGPT is an impressive technology that enables developers to create game-changing applications. However, the performance and cost of language model models (LLMs) are significant issues that hinder their widespread application in various fields. To address this issue, a cache layer called GPTCache was developed for LLM-generated responses. This caching layer is similar to Redis and Memcache and can decrease expenses for generating content and provide faster real-time responses. With the help of GPTCache, developers can boost their LLM applications 100 times faster. The cache system reduces the number of ChatGPT calls by taking advantage of temporal and spatial locality in user access for AIGC applications.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 15 | 805 | 142 | 68 | -5% |
| Vector Search | 10 | 638 | 112 | 54 | -23% |
| AI Guardrails | 1 | 28 | 21 | 9 | -59% |
| Real-time | 1 | 1,849 | 475 | 157 | -1% |
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