Results for "structured tool invocation"

15 results

Tool Invocation Advanced

Agent calls external tools dynamically.

Agents & Autonomy
Planning Intermediate

Methods for breaking goals into steps; can be classical (A*, STRIPS) or LLM-driven with tool calls.

Foundations & Theory
ReAct Pattern Advanced

Interleaving reasoning and tool use.

Agents & Autonomy
Dataset Intermediate

A structured collection of examples used to train/evaluate models; quality, bias, and coverage often dominate outcomes.

Machine Learning
Guardrails Intermediate

Rules and controls around generation (filters, validators, structured outputs) to reduce unsafe or invalid behavior.

Reinforcement Learning
Datasheet for Datasets Intermediate

Structured dataset documentation covering collection, composition, recommended uses, biases, and maintenance.

Foundations & Theory
Pruning Intermediate

Removing weights or neurons to shrink models and improve efficiency; can be structured or unstructured.

Foundations & Theory
Memory Intermediate

Mechanisms for retaining context across turns/sessions: scratchpads, vector memories, structured stores.

Foundations & Theory
Graph Neural Network Intermediate

Neural networks that operate on graph-structured data by propagating information along edges.

Model Architectures
Knowledge Graph Intermediate

Structured graph encoding facts as entity–relation–entity triples.

Model Architectures
Conditional Random Field Intermediate

Probabilistic graphical model for structured prediction.

Model Architectures
Perception Stack Advanced

Software pipeline converting raw sensor data into structured representations.

Robotics & Embodied AI
Tool Use Intermediate

Letting an LLM call external functions/APIs to fetch data, compute, or take actions, improving reliability.

Agents & Autonomy
Tool-Augmented Prompt Intro

Enables external computation or lookup.

Prompting & Instructions
Structured Output Intermediate

Forcing predictable formats for downstream systems; reduces parsing errors and supports validation/guardrails.

Foundations & Theory