EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Jul 24·5 min read
Claude Cookbook
TL;DR
Claude has introduced several enhancements, including programmatic tool calling and automatic context compaction, aimed at reducing latency and improving user experience. These features enable more efficient workflows and better image analysis capabilities.
✦ Why It Matters
Start using Claude's programmatic tool calling to streamline your coding workflows today.
Key Takeaways
- Implement programmatic tool calling to reduce latency.
- Utilize semantic embeddings for dynamic tool discovery.
- Leverage automatic context compaction in long workflows.
- Use the crop tool for detailed image analysis.
How It Works
Programmatic tool calling allows Claude to generate code that directly interacts with various tools, optimizing execution time and resource usage. Semantic embeddings enable Claude to understand and categorize tools based on their functions, facilitating easier access and integration.