Available Tools
v2.4.1-stableCognitive Graph Mapper
Visualizes semantic relationships between encyclopedia entries. Auto-generates force-directed graphs with cross-disciplinary nodes.
Semantic Synthesis Engine
Condenses multiple articles into unified concept summaries while preserving citation trails and contextual nuance.
Deep Focus Reader
Strips interface noise, applies dyslexia-friendly typography, and implements progressive disclosure for long-form research.
Cross-Discipline Bridge
Identifies conceptual parallels between unrelated fields. Uses ontology mapping to suggest interdisciplinary research paths.
Cite & Export Suite
One-click export to BibTeX, APA, MLA, or Zotero. Maintains persistent DOI links and version-controlled snapshots.
Local Knowledge Cache
Downloads and indexes article clusters for offline access. Runs lightweight semantic search entirely on-device.
Processing Pipeline
Query Ingestion & Context Extraction
Input is parsed through the SemanticTokenizer to identify entities, relationships, and domain specificity. Context windows are dynamically sized based on query complexity.
Graph Resolution & Cross-Referencing
evaluates the Aevum Knowledge Graph, traversing up to 3 degrees of separation to map relevant nodes. Confidence scores are calculated using Bayesian weighting.Synthesis & Verification
The SynthesisEngine aggregates findings, runs fact-checking against primary sources, and generates structured outputs. Hallucination guards ensure academic rigor.
Delivery & Caching
Results are rendered via the requested tool (Graph, Text, or Export). Metadata is cached locally for faster subsequent queries. All steps are logged for auditability.
Technical Specifications
| Runtime Environment | WebAssembly + Node.js 20 LTS / Electron 28 |
| AI Model Backbone | Aevum-Nexus-7B (Fine-tuned on academic corpus) |
| Graph Database | Neo4j Community (Local) / Aevum Distributed (Cloud) |
| Memory Footprint | ~240MB idle / ~1.2GB peak (synthesis tasks) |
| Supported Exports | PDF, Markdown, BibTeX, CSV, JSON-LD, SVG |
| Offline Capability | Full search & graph rendering (cached clusters) |
| License | MIT (Core) / Aevum Pro (Cloud Sync & API) |
Ready to Augment Your Research?
NetSmart & Tools for Thinking is free for personal and academic use. Enterprise licensing and API access available upon request.