🤖AI Agents Weekly: o1-pro API, NVIDIA AgentIQ, Agentic Memory, Mistral Small 3.1

o1-pro API, NVIDIA AgentIQ, Agentic Memory, Mistral Small 3.1

In today’s issue:

• OpenAI announced audio models for voice agents

• Anthropic releases new engineering blog post for using their “thinking” tool

• NVIDIA announced AgentIQ Toolkit to build multi-agent systems

• Researchers introduce a new “agentic memory” system for LLM-based agents

• A new visual guide to LLM Agents

• Mistral announced Mistral Small 3.1

• OpenAI’s o1-pro is now available via their APIs

• The top AI dev news and much more.

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Top Stories

NVIDIA AgentIQ Toolkit

NVIDIA AgentIQ is an open-source toolkit for accelerated multi-agent systems that simplifies building and evaluating teams of AI agents, enabling advanced telemetry, performance optimization, and streamlined RAG-based workflows. Key features include:

• Simplified agentic development – Use a unified configuration builder to prototype AI agent applications quickly—plug-and-play existing agent frameworks, tools, and workflows to reduce development overhead.

• Collection of ready-to-use tools – Leverage NVIDIA AI Blueprints to build retrieval-augmented generation (RAG) pipelines, digital human interfaces, and agent-based research workflows.

• Accelerated agent responses – Fine-grained telemetry helps forecast agent resource needs, enabling NVIDIA NIM and Dynamo to optimize LLM inference calls for faster and more efficient outcomes.

• Increased accuracy – Built-in metrics and profiling let you debug and refine each step of an agent’s workflow. Rapidly swap tools or models to identify improvements and reevaluate performance.

Website | NVIDIA GTC 2025 Keynote