Agentic data science with the Data Agent Kit
cloud.google.com·8h ago
Data Science
Simon Willison's Blog·Jul 30·5 min read
llm-chat-completions-server 0.1a0
TL;DR
The llm-chat-completions-server 0.1a0 enables OpenAI Chat Completion style interactions by tracking conversation state and de-duplicating messages using hashes. It runs a localhost server that exposes LLM models via a compatible endpoint.
✦ Why It Matters
Start using the llm-chat-completions-server to enhance your application's chat capabilities today.
Key Takeaways
- Install the llm plugin to access new features.
- Run the server on port 9001 for local testing.
- Utilize message hashing for efficient storage.
- Explore the capabilities of GPT-5.6 Sol in your projects.
How It Works
The llm-chat-completions-server uses content-addressable logs to track conversation state. Each message is hashed, allowing the system to identify and eliminate duplicate messages, which optimizes data handling and storage.