FIM One

An all-in-one agent platform for Global × China enterprises — wire every system you already run (ERP, CRM, OA, databases, IM) through one agent core. Self-hosted, any LLM.

FIM One is an all-in-one agent platform for Global × China enterprises. Global companies run a sprawl of systems that don’t talk to each other — ERP, CRM, OA, HR, finance, databases, and IM platforms across regions. FIM One wires every system you already run into one agent core: global SaaS on one side, the full China stack (Feishu, WeCom, DingTalk, DM, KingbaseES, …) on the other. One brain. Every system.

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Three delivery modes, one agent core

Mode What it is Access
Standalone General-purpose AI assistant — search, code, knowledge base Portal
Copilot AI embedded in a host system’s UI iframe / widget / embed
Hub Central AI orchestration across all connected systems Portal / API

Highlights

  • Cross-border connectivity — connect APIs, databases, and MCP servers; actions auto-register as agent tools with auth injection. Database connectors reach the enterprise stacks common in China (DM, KingbaseES, GBase, Highgo) that most global platforms can’t.
  • Planning & execution — dynamic DAG planning decomposes goals into dependency graphs at runtime, a ReAct loop with error recovery, concurrent step execution, and a production agent harness (ContextGuard token budgeting, progressive-disclosure meta-tools, self-reflection).
  • Governance — a Hook System runs deterministic policy outside the LLM loop (human-approval gates via Feishu cards, audit, rate limits) plus three-layer content guardrails.
  • Workflow & tools — a visual workflow editor (React Flow), a full RAG pipeline with inline citations, universal document conversion (PDF/Word/Excel/PPT → Markdown), and pluggable Python/Node/shell tools with an optional Docker sandbox.
  • Platform — multi-tenant with JWT auth and org isolation, an agent/connector marketplace, optional Stripe billing, an evaluation center, and 6 fully-automated languages.

Stack: Python 3.11+ · FastAPI · SQLAlchemy · Next.js 14 · React 18 · Tailwind · React Flow · LanceDB + Jina (RAG) · Docker · SSE

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Links: Website · Docs · GitHub

License: FIM One Source Available License (not OSI-approved) — internal use, modification, and non-competing embedding permitted.