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Model & Inference Framework

7 projects

Red Hat Lightspeed MCP

A lightweight self-hosted MCP server connecting LLM-based AI agents to Red Hat Lightspeed enterprise services, supporting 9 toolsets including Image Builder, Vulnerability, Advisor, and Inventory.

Model & Inference FrameworkAI AgentsModel Context Protocol

ST-WebAgentBench

An enterprise-oriented benchmark suite for evaluating web agent safety and trustworthiness, featuring 375 tasks across GitLab, SuiteCRM, and ShoppingAdmin with six policy dimensions to measure task completion under compliance constraints. Accepted by ICLR 2025.

Model & Inference Framework大语言模型AI Agents

SmartCall-Agent

A modular voice AI platform based on LiveKit and OpenAI Realtime API, integrating RAG knowledge retrieval, JWT authentication, and MongoDB persistence for real-time outbound calling and domain-specific conversations.

Model & Inference Framework大语言模型Multimodal

Lightspeed Core Stack

An AI-powered assistant service stack built on FastAPI, integrating multiple LLM providers (OpenAI, Azure, VertexAI, WatsonX, vLLM) via Llama Stack, with support for MCP tool calling, RAG configuration, streaming queries, and enterprise Kubernetes deployment.

Model & Inference Framework大语言模型Model Context Protocol

XMPro Multi-Agent Generative Systems

A decision intelligence platform for continuous industrial operations that automates operational decisions via structured multi-agent teams (ORPA cycle), overlaying existing SCADA/ERP systems with explainability and bounded autonomy.

Model & Inference Framework大语言模型AI Agents

Obot

A complete enterprise-grade MCP (Model Context Protocol) platform featuring server hosting, a unified registry, a secure gateway, and a chat client with built-in RAG, supporting both Docker and Kubernetes deployments.

Model & Inference FrameworkAI AgentsRAG

Unstract

No-code LLM platform to launch APIs and ETL pipelines that structure unstructured documents—the Data Layer for your Agentic Workflows. Features Prompt Studio for visual prompt engineering, one-click deployment, and close to 100% accuracy with LLMChallenge verification.

Model & Inference FrameworkAI AgentsMultimodal
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