¶ Knowledge Domain
The Knowledge domain provides contextual information retrieval and semantic indexing for workflows, AI, and human decision-making within Fuse.
It enables the capture, storage, embedding, and retrieval of documents, data, and structured knowledge — allowing systems and agents to respond based on meaning, not just raw data.
This domain powers:
- Retrieval-augmented generation (RAG)
- AI prompt enrichment
- Domain-specific document access
- Contextual memory in multi-step workflows
- Role-scoped access to embedded sources
Whether used by a human user, an AI assistant, or a policy gate, knowledge is discoverable and scoped by security and domain logic.
- Vector Store Integration — Embed and store documents using LLM-compatible formats
- Embedding Pipelines — Preprocess knowledge assets for search and semantic use
- Semantic Indexing — Organize and retrieve content by meaning, not keyword
- Scoped Knowledge Access — Restrict visibility by domain, role, or identity
- Contextual Retrieval — Surface relevant knowledge at orchestration or decision time
- Curated Sources & Packs — Manage reusable knowledge assets by project or use case
- AI Prompt Augmentation — Enhance prompts with real-time retrieval results
| Layer |
Knowledge Domain Role |
| Integration |
Load and preprocess external document sources |
| Automation |
Trigger retrieval or updates to embeddings |
| Orchestration |
Retrieve domain knowledge in real-time workflows |
| Interoperability |
Filter retrieval by identity, policy, and role scope |
Knowledge integrates with every layer to provide contextual depth at runtime.
- A support agent receives suggested responses drawn from domain-specific embedded documentation.
- An AI assistant enriches a prompt with real-time semantic matches from a regulatory knowledge base.
- A compliance gate queries internal policy packs before allowing an orchestration path to proceed.
¶ Extending the Domain
You can extend knowledge behavior using: