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Abstract RAG (Retrieval-Augmented Generation) interfaces and shared implementations

LanceDB implementation of RAG interfaces for vibe-agent-toolkit

Agent manifest loading and validation

Runtime framework for building and executing portable AI agents

LangChain.js runtime adapter for VAT agents

OpenAI SDK runtime adapter for VAT agents

Vercel AI SDK runtime adapter for VAT agents

Transport adapters for VAT conversational agents

Command-line interface for vibe-agent-toolkit

VAT development agents - dogfooding the vibe-agent-toolkit

Example agents: 8 quirky cat agents demonstrating VAT patterns

Modular toolkit for building, testing, and deploying portable AI agents

A sidecar belief state tracker for LLM agents to detect contradictions and maintain persistent facts.

The self-improving AI agent — creates skills from experience, improves them during use, and runs anywhere

A nano code agent built from scratch in pure Python.

AI Market Federation Hub — crawl, index, search, and route AI capabilities across the network

Memory-backed autonomous agent with a Docker membrane, a Slack/Discord cockpit, and capability graduation.

FCC (Find → Create → Critique) Agent Team Framework

Caracal agent identity and delegation SDK: context propagation, spawn, delegate, transport hooks

Runtime observability for AI agents — see exactly what your agent did, why it did it, and what it cost.