Not all memories are equal. A fact is different from a decision is different from an insight. NeuralSnap classifies each memory so you can filter, search, and reason about your knowledge effectively.
📌 factObjective information — URLs, numbers, configurations, names.
⚖️ decisionA choice that was made, with context on why.
💡 insightA realization or pattern recognition — the "aha" moment.
📖 storyA narrative or anecdote that illustrates a point.
🧠 frameworkA mental model or structured way of thinking.
🎯 preferenceHow someone likes things done.
📅 eventA milestone, meeting, or occurrence.
Every memory can carry emotional metadata — valence (positive/negative), intensity (how strong), and source emotion (clarity, frustration, surprise). This isn't decoration. Emotional context improves semantic search relevance and helps the crystallization pipeline generate richer snapshots.
Every memory is embedded as a 768-dimensional vector at creation time. Search for 'how to make AI agents reliable' and find the memory 'SOPs produce 10x better output than prompts' — even though they share zero keywords.
// Store a memory
await neuralsnap.memories.remember({
content: "SOPs produce 10x better agent output than prompts",
memory_type: "decision",
speaker: "Sefy",
tags: ["agents", "operations"],
source_emotion: "clarity",
emotional_valence: 0.8,
});
// Search semantically
const results = await neuralsnap.memories.search({
query: "how to make AI agents reliable",
limit: 5,
});
// → "SOPs produce 10x better output" (0.91 match)Drop a meeting transcript and NeuralSnap extracts every decision, insight, fact, and action item — classified by type, tagged with speaker and emotion. One API call replaces hours of manual note-taking.
Store what your AI agents learn across sessions. Facts, decisions, and preferences persist and accumulate.
Auto-extract memories from Fathom and Fireflies transcripts. Every decision, action item, and insight — captured and searchable.
Store insights as they happen. Six months later, search "what did I learn about hiring" and get exact memories.