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@nestjs-agentic/core

v1.0.0

Published

NestJS-native primitives for building production AI agents.

Readme


Overview

@nestjs-agentic/core provides the foundational building blocks for nestjs-agentic:

  • Decorator Suite: @Agent(), @ToolSet(), @Tool(), @Param(), @Context(), @UsePolicies()
  • Policy Engine: 3-state evaluation (allow, deny, require_approval)
  • Built-in Agent Runtime: AgentExecutor runs the governed model-to-tool loop with argument validation, execution budgets, cancellation, and streaming, driven by a provider-neutral ModelAdapter
  • FrugalGPT Model Cascading: Native cost optimization (Chen et al., Stanford University, NeurIPS 2023) cascading cheap/fast models to frontier reasoning models with confidence threshold gating ($\tau$) to cut API costs by 50–85%
  • HITL Lifecycle (Experimental): ApprovalService and in-memory/custom ApprovalStore protect one process-local pending invocation; approval is not a durable workflow pause and does not resume the original model turn.
  • Session Management: SessionStore (InMemorySessionStore, RedisSessionStore), runSessionStoreContract, and context pre-binding
  • Mock Runtime: MockRuntimeAdapter and MockModelAdapter for LLM-free unit testing, including multi-round tool-calling scenarios

Installation

npm install @nestjs-agentic/core

(Note: We recommend installing the main meta-package nestjs-agentic instead).

Documentation & Usage

For full documentation and code examples, see the nestjs-agentic GitHub Repository.

License

MIT © irzix