EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 10·5 min read
Mistral Patent for "Code implemented tool calls"
TL;DR
Mistral has patented a method for executing tool calls via a large language model (LLM) that generates code blocks for server execution. This innovation allows for dynamic execution and client interaction, enhancing the flexibility of tool integration.
✦ Why It Matters
Consider integrating LLM-generated code blocks into your toolchain for improved execution flexibility.
Key Takeaways
- Explore LLMs for dynamic code generation in your projects.
- Implement sandbox environments for safe code execution.
- Utilize client-server interactions for efficient tool call management.
- Consider the implications of integrating results from client-side executions.
How It Works
The method begins with a user request, prompting the server to generate a code block using an LLM. This code block encapsulates the necessary tool calls and is executed in a sandbox.
If a tool call is pending, execution pauses, allowing the server to send the call to a client. Upon receiving the result from the client, the server resumes execution, substituting the result into the code block, thus enabling a fluid integration of client-side results.