llm-integration
CommunityMemoize OpenAI calls and transform chat formats.
Authoranhvth
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Memoized OpenAI client utilities optimize chat completion calls by caching responses to reduce API usage.
Core Features & Use Cases
- Memoized OpenAI clients (MOpenAI, MAsyncOpenAI) that cache post requests to save costs and latency.
- Chat format transformation utilities (transform_messages) to convert between ChatML, ShareGPT, text, and simulated transcripts.
- Prompts preparation for local LLM inference and offline workflows.
Quick Start
Install speedy_utils and instantiate MOpenAI to begin memoizing chat completions.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: llm-integration Download link: https://github.com/anhvth/speedy_utils/archive/main.zip#llm-integration Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.