Feed NeuralSnap content from books, courses, podcasts, articles, and documents. The AI extracts structured knowledge entries — concepts, frameworks, protocols, techniques — automatically.
📚 Books
Drop full chapters or key passages
🎓 Courses
Extract structured curriculum content
🎙️ Podcasts
Transcripts → structured knowledge
📄 Articles
Blog posts, papers, newsletters
📝 Documents
Internal docs, SOPs, guides
🔗 URLs
Scrape and ingest web content
Every extracted piece of knowledge is classified into one of eight types. This classification powers search, filtering, and the mastery tracking system.
conceptCore ideas and abstractions in a domain.
frameworkStructured models for understanding or decision-making.
protocolStep-by-step procedures and processes.
principleFoundational truths and guiding rules.
techniqueSpecific methods and skills you can practice.
quoteNotable statements worth preserving verbatim.
case_studyReal-world examples illustrating a concept.
definitionPrecise definitions of terms and concepts.
Every knowledge entry has a mastery score (0–1) that increases as you recall and apply it. The curriculum generator identifies gaps — topics where your mastery is low or knowledge is missing entirely.
The ingestion pipeline handles extraction, classification, and embedding automatically. Search across all knowledge entries semantically.
// Ingest a book
const source = await neuralsnap.knowledge.ingest({
source_type: "book",
title: "Atomic Habits",
author: "James Clear",
domain: "productivity",
content: "The four laws of behavior change..."
});
// → 12 entries extracted (concepts, frameworks, techniques)
// Search across all knowledge
const results = await neuralsnap.knowledge.search({
query: "how to build better habits",
domain: "productivity",
});
// → "Four Laws of Behavior Change" (mastery: 0.3)Build a searchable library from every book, course, and podcast you consume. Never lose a concept again.
Ingest your team's SOPs, docs, and guides. Every team member and AI agent has access to structured institutional knowledge.
See what you know, what you're learning, and where the gaps are. The curriculum generator suggests what to study next.