Building a fast LLM gateway in Go: Lua + pgvector
📰 Dev.to · Mushfiq Rahman
Learn how to build a fast LLM gateway in Go using Lua and pgvector to achieve low latency and high performance
Action Steps
- Build a two-tier cache system to reduce latency
- Implement Redis Lua scripts to optimize cache hits
- Configure pgvector to replace a separate vector DB
- Test the LLM gateway for performance and latency
- Apply optimizations to achieve sub-3 ms p50 cache-hit latency
Who Needs to Know This
Machine learning engineers and software developers on a team can benefit from this knowledge to optimize their LLM gateways and improve overall system performance. This is particularly useful for teams working with large-scale language models and high-traffic applications.
Key Insight
💡 Using a combination of Redis Lua scripts and pgvector can significantly reduce latency in LLM gateways
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🚀 Build a fast LLM gateway in Go with Lua and pgvector! 💡
Key Takeaways
Learn how to build a fast LLM gateway in Go using Lua and pgvector to achieve low latency and high performance
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