Skip to content

This is the development version of the documentation, built from main. It can describe work that is not in a release. Go to the latest release.

Holographic Memory

PathHop

Initializing search

writerslogic/holographic-memory

Get started
Guides
Concepts
Reference
Integrations
Operations
Benchmarks

Holographic Memory

writerslogic/holographic-memory

Get started
Get started
- Install
- Offline agent memory demo
Guides
Guides
- Memory API
  Memory API
  - PERSISTED FORMAT
- Embeddings
  Embeddings
  - Embedding model selection
- Importers
  Importers
  - Sources
    Sources
    
    Source: annoy
    
    chroma
    
    Source: elasticsearch
    
    Source: faiss
    
    Generic files and databases: jsonl, csv, parquet, sqlite, duckdb, numpy
    
    Source: hnswlib
    
    lancedb
    
    langchain
    
    Letta importer (letta)
    
    llamaindex
    
    markdown (agent memory folders)
    
    mem0 importers (mem0, mem0-platform)
    
    Source: milvus
    
    MongoDB / Atlas Vector Search
    
    openai-vector-store
    
    Source: opensearch
    
    pgvector (PostgreSQL and Supabase)
    
    Source: pinecone
    
    qdrant
    
    Redis Stack / RediSearch
    
    sqlite-vec
    
    Source: vespa
    
    Source: weaviate
    
    Zep importer (zep)
- Integration guide
Concepts
Concepts
Reference
Reference
- API
  API
  - Rust
  - Python
    Python
    
    HTTP clients
    
    Evidence packets
    
    Memory clients
    
    Phase vectors
  - Node and TypeScript
    
    Node and TypeScript
    
    AuditEntryJs
    
    ChainLink
    
    CleanupResultJs
    
    ConceptCandidate
    
    ConsolidateOptions
    
    ConsolidationReport
    
    createLocalEmbedder
    
    createLocalReranker
    
    DocumentChunk
    
    DocumentInput
    
    DocumentMemory
    
    DocumentResult
    
    Embedder
    
    EmbedOptionsJs
    
    Explanation
    
    FactRecord
    
    FactStatus
    
    ForgetOptions
    
    ForgetReport
    
    ForgetTarget
    
    GoalJs
    
    GovernanceReportJs
    
    GraphPath
    
    HardwareCapabilities
    
    HistoryMode
    
    HmsConfigJs
    
    HolographicMemorySystem
    
    IndexStatus
    
    JsSemanticIndex
    
    LocalEmbedder
    
    MemorizeBatchItem
    
    Memory
    
    MemoryConfig
    
    MemoryError
    
    MultiHopResultJs
    
    PathHop PathHop
    Table of contents
    
    Properties
    
    PlanJs
    
    PlannedActionJs
    
    QueryExplanation
    
    QuestionJs
    
    Recalled
    
    RecallOptions
    
    Relation
    
    RelationType
    
    Remembered
    
    RememberInput
    
    Reranker
    
    RetrievalResult
    
    SearchOptions
    
    SemanticHit
    
    SemanticIndex
    
    StorageHealth
    
    StructuralResultJs
    
    TextMetrics
    
    Time
  - hms-server reference
  - C API reference
- File format
  File format
  - ANCILLARY
  - CACHES
  - CRASH CONSISTENCY
  - ENCODERS
  - ENCRYPTION
  - JOURNAL
  - LAYOUT
  - MUTATIONS
  - VERIFY
- Project
  Project
  - STABILITY
  - Changelog
  - Glossary
  - FAQ
  - Cargo features
- Community
  Community
  - GOVERNANCE
  - How these docs are built and verified
Integrations
Integrations
Operations
Operations
- hms-server
- hms-server authentication and authorization
- hms-server configuration
- hms-server errors
- Operating hms-server
- hms-server API versioning policy
- Production readiness
- Security and privacy
  Security and privacy
- Performance
  Performance
  - Distance kernels by platform
- Releasing
  Releasing
  - RELEASING
Benchmarks
Benchmarks

Table of contents

Properties

Reference
API
Node and TypeScript

PathHop¶

A single hop in a graph traversal path.

Properties¶

Property	Type
`nodeId`	`string`
`relationType`	`string`
`similarity`	`number`

MultiHopResultJs

Holographic Memory

Search and memory that run entirely on your machine.

Documentation for main (latest)

Documentation

Get started
Concepts
Benchmarks
Security
Changelog

Help

FAQ
Glossary
Community
How these docs are built

Project

GitHub
Issues
crates.io
PyPI
Apache-2.0 license

Copyright 2024-2026 WritersLogic Contributors. Apache-2.0.

Made with Material for MkDocs