ResonanceDB — High-precision phase-aware memory
ResonanceDB stores ψ-patterns and retrieves via resonance, preserving negation, nuance and contextual structure essential for high-precision retrieval in regulated domains.
Wave Semantic DB
Phase-aware
WBSM
Resonant retrieval
ResonanceDB
Meaning as a complex signal — amplitude A(x) and phase φ(x) . Retrieval favors resonance over flat proximity, so negation, alignment and context do not vanish in magnitude.
For integration or research access, please contact us.
Why a wave database
- Opposition and nuance remain explicit through phase
- Constructive vs destructive overlap guides relevance
- Alignment signals can be inspected in retrieval workflows
Signal as record
Each record carries amplitude and phase so content strength and relational orientation are stored together rather than inferred post hoc.
Resonant retrieval
Alignment measured by interference patterns. Constructive overlap strengthens a match while destructive overlap cancels it.
Predictable storage
Phase cohorts and memory-mapped segments improve locality and keep I/O behavior disciplined under load.
Signal
ψ(x) = A(x) · e
iφ(x)
Alignment is measured in the complex plane. Queries and records share form so resonance is computed natively.
Handles
negation, alignment, contrast
Why it matters
fewer spurious near neighbors and clearer counter-signal
Storage
Sharding: phase cohorts with local search per shard
I/O: memory mapped segments for predictable scans
Core: optimized compute paths where appropriate (e.g., SIMD/AVX2)
API: insert, replace, delete, top-K, detailed results
Explain
Provide signals showing why a result aligns or cancels, with counter-evidence visible when available.
Stability
Locality within phase cohorts reduces drift.
Compatibility
Aligned with EchoThesis encodings and Reasoning Core traces.
Where ResonanceDB excels
- Phase-aware RAG Retrieval that respects negation, modality and alignment context.
- Policy & contract search Exceptions and inversions remain visible instead of averaged away.
- Multi-agent alignment Intent negotiation with explicit counter-signal can reduce conflicts.
- Risk analysis Contrastive evidence emerges via destructive interference.
- Knowledge systems Organization that survives context and alignment shifts.
- Human-in-the-loop review Inspectable matches with reasons for alignment/cancellation.
API & Deployment options
Managed Cloud
Use ResonanceDB as a hosted database. Access via standard APIs for insert, replace, delete, resonant search and top-K queries.
On-prem / controlled environments
Deploy the core engine and storage stack within your own environment. Supports phase sharding and predictable storage behavior for performance-sensitive deployments.
Client integration
Integrate with ResonanceDB via a client library or thin adapter. Perform inserts, updates and resonant searches from your applications and use detailed results for analysis workflows.
Phase-aware wave memory for retrieval
ResonanceDB provides a phase-aware wave memory built for our wave-based semantic infrastructure. It stores records as amplitude and phase, enabling resonance-based retrieval that respects negation, alignment and context. This design supports a semantic infrastructure for intelligent systems beyond conventional vector databases.
As part of a wave-based semantic OS, ResonanceDB delivers phase-coded memory that works with EchoThesis encodings and empowers hybrid reasoning in Reasoning Core and SenseMesh. It underpins resonance retrieval where destructive and constructive interference guide relevance.
Explore other modules in the ψ-stack: