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Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for living worlds — file-backed, event-sourced.

A compatibility bridge between DSPy and LangChain — use DSPy optimizers inside LangChain pipelines and LangChain tools inside DSPy modules.

🎵 懂你灵魂的私人数字调音师|AI 音乐搜索推荐 Agent | 基于大模型 + 知识图谱 + 双模型声学向量的本地智能音乐推荐系统 | LLM-powered Music Recommendation Agent with Hybrid RAG, Neo4j, and Long-term Memory

Temporal Layered Context Memory (TLCM). The architecture for AI that treats memory as a living timeline instead of a flat filing cabinet.

AI-powered pathology assistant for White Blood Cell classification, featuring a DenseNet121 model, Flask REST API, and LLM-driven explainable AI (Grad-CAM).

Standalone Python SDK for the ForkTex Intelligence API — chat, agent runs, embeddings, retrieval, ecosystem indexing

Make every engineering tool agent-native — a CLI runtime that lets LLM agents launch, drive, and observe CAD/CAE software

SAFER SDK — instrument any AI agent framework with one line. Hooks for Claude SDK, OpenAI, OpenAI Agents, LangChain, Google ADK, AWS Strands, AWS Bedrock, and CrewAI.

Drop-in AI chat widget for any website — one script tag connects any Mazaal agent with streaming replies, markdown rendering, visitor identification, and human handoff. Framework-agnostic, zero-config.

LetAgentPay tools for Vercel AI SDK — spending governance for AI agents

Universal Conversation Orchestration Middleware - A multi-Agent collaboration framework with state machine-driven orchestration

AgentPhone tools for OpenAI Agents SDK — telephony for AI agents

Scaffold-aware context compression for OpenAI-format messages — preserve state at 50%+ token reduction via local Ollama, OpenAI, or Anthropic

Connect VS Code to Messenger Box channels — send messages, receive AI responses, and retrieve workspace information directly from your IDE

A Salesforce CLI plugin to configure agent rules for AI coding assistants (Cursor, VS Code, Codex, and more).

Convert local AI agent session exports into a unified JSON schema.

Bonree Frontend Monitoring SDK - Real User Monitoring

Execution layer for remote transactions — let users and AI agents act across blockchains without depending on each chain's gas token

Python wrapper and CLI for AgentBoot — conversational AI sysadmin

Lean, full-stack agentic AI framework with PTRL (Prompt-Time Reinforcement Learning)