Generative AI

The TL;DR role: "node" node.invoke. Those command families included canvas.*, camera.*, device.*, notifications.*again system.*. The documentation is explicit: 'Nodes are…
PyGraphistry Implementation Workflow for Interactive Graph Intelligence Pipelines in Security Analytics and Risk Investigation

PyGraphistry Implementation Workflow for Interactive Graph Intelligence Pipelines in Security Analytics and Risk Investigation

base_g = ( graphistry .bind(source="src", destination="dst", node="id") .edges(edges_df) .nodes(nodes_df) .bind( edge="edge_id", edge_title="edge_title", edge_label="edge_label", edge_weight="event_count", edge_size="edge_size", point_title="point_title", point_label="label", point_color="node_color", point_size="node_size", point_x="x",…
NVIDIA BioNeMo Agent Toolkit Turns Biomolecular Models into Powerful Skills for AI Agents in Drug Discovery

NVIDIA BioNeMo Agent Toolkit Turns Biomolecular Models into Powerful Skills for AI Agents in Drug Discovery

AI scientists are becoming the new interface for scientific computing. These agents read documents, write code, generate hypotheses, call APIs,…
Building a Sustainable Myth 5 Track Workflow in Colab: Analysis Tool Calls, Test Data, and Training Basics

Building a Sustainable Myth 5 Track Workflow in Colab: Analysis Tool Calls, Test Data, and Training Basics

rprint(Panel.fit("[bold]Baseline 1: Predict output_type from context using pure Python Naive Bayes[/bold]")) model_artifacts = {} classifier_df = df.dropna(subset=["output_type"]).copy() classifier_df = classifier_df[…
Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Device Import Support

Liquid AI Ships LFM2.5-230M with llama.cpp, MLX, vLLM, SGLang, and ONNX Device Import Support

Liquid AI has been submitted LFM2.5-230Mthe company's smallest model so far. The release targets a specific task: implementing agent functions…
Meta's Astryx Brings CLI and MCP Server to Open-Source React Design System Agents Can Learn

Meta's Astryx Brings CLI and MCP Server to Open-Source React Design System Agents Can Learn

Meta released Astryx this week. It is an open source design program, currently in Beta. The project grew within Meta's…
Building Monitored Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool Usage Metrics

Building Monitored Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool Usage Metrics

banner("STEP 3 — Building the analysis DataFrame") def process_example(ex): traj = normalize_trajectory(ex.get("trajectory")) rc = role_counts(traj) nf, add, dele, _files, _exts…
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