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GraphRAG x Agent runtime · private deployment

Turn enterprise knowledge into traceable answers.

ApeMind combines hybrid retrieval, knowledge graphs, and observable agent execution so operators can ask operational questions without losing provenance.

Open workspaceBrowse marketplace
Private deployment
Works with mainstream models
agent · collections/smt-manualsrunning
User

SMT-03 on line 3 reported E-047 this morning. Help me narrow down the likely cause.

Agent tracesources tracked
Understand

Clarifies the equipment, error code, and time window before touching tools.

Graph

Searches the knowledge graph for SMT-03 and related failure events.

Documents

Reads maintenance notes and the E-047 troubleshooting section.

Compare

Matches the recent incidents with historical feeder tension symptoms.

Answer

Returns a concise diagnosis with citations and the next inspection steps.

01
Hybrid retrieval

Vector, full-text, graph, and document evidence stay available in one query path.

02
Knowledge graph

Entities, incidents, documents, and relationships become inspectable instead of hidden in chunks.

03
Observable agents

Reasoning steps, searches, readings, and final answers are separated for review.

04
Production controls

Authentication, model providers, quota, API keys, audit logs, and admin controls remain part of the product.

01 — Agent

The answer is only useful when the path is visible.

ApeMind keeps the agent trace readable by default: what it tried, what it read, what it compared, and which sources support the final answer.

01
Replayable runtime

Streaming events are preserved as a clear action timeline rather than raw tool payloads.

02
MCP-ready tools

Internal systems can be exposed as controlled tools without changing the user-facing conversation model.

03
Reviewable execution

Citations, feedback, and trace details stay available without cluttering the primary reading path.

SMT
ORG
EQP
EVT
OPS
RAG
Entity types
Person
Org
Product
Event
02 — Graph

Dense relationships, rendered with restraint.

The graph view keeps entity types, neighbors, search, and merge suggestions available while using a quieter warm palette for daily work.

03 — Deployment

Built for controlled enterprise environments.

The design upgrade does not remove operational surfaces. Existing configuration, document management, quota, providers, and admin paths continue under the same visual system.

Private runtime

Deploy ApeMind in your own environment and keep data controls explicit.

Model platform

Provider and model configuration remains first-class, not hidden behind a demo shell.

Admin surfaces

API keys, quota, audit logs, and system configuration will use the same brand layer.

Start with existing data

Open a collection, ask a question, inspect the path.

The new interface focuses on the workflows ApeMind already supports: collections, documents, graph visualization, agent chat, marketplace publishing, and operational controls.

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