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Roadmap

VecLabs is in active development. This page reflects current status and planned work. We update it as things ship.

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Shipped

Rust HNSW Core
  • Full HNSW graph implementation in Rust
  • Cosine, euclidean, and dot product distance metrics
  • Insert, delete, update, and query operations
  • Serialization for index persistence
  • 31 unit tests, Criterion.rs benchmarks
  • 4.7ms p99 at 100K vectors, 1536 dimensions
AES-256-GCM Encryption
  • Client-side vector encryption before storage
  • Key derived from Solana wallet keypair
  • Authenticated encryption - tamper detection built in
Merkle Tree + Proof Generation
  • SHA-256 Merkle tree over all vector IDs
  • Proof generation and verification
  • Incremental root updates on write
Solana Anchor Program
  • Program deployed on Solana devnet
  • On-chain Merkle root storage per collection
  • 6/6 integration tests passing
  • Program ID: 8xjQ2XrdhR4JkGAdTEB7i34DBkbrLRkcgchKjN1Vn5nP
TypeScript SDK
  • Published to npm as @veclabs/solvec
  • Full client, collection, upsert, query, verify API
  • TypeScript types included
Python SDK
  • Published to PyPI as solvec
  • Matches TypeScript API surface
  • Works with Python 3.10+
Agent Memory Demo Phase 3 - WASM Bridge
  • Rust HNSW core compiled to WebAssembly via wasm-pack
  • 3-way runtime loading: browser fallback / Vercel production / local Node.js
  • Turbopack-compatible path resolution
  • TypeScript SDK runs real Rust
Phase 4 - AES-256-GCM Encrypted Disk Persistence
  • Client-side encryption before disk write
  • Key derived from VECLABS_PERSIST_KEY via SHA-256
  • Encrypted .db files in .veclabs/ directory
  • Graceful wrong-key failure - initializes empty, does not crash
  • 26/26 tests
Phase 5 - Decentralized Storage
  • Automatic upload after every persist() call
  • Fire-and-forget - never blocks upsert()
  • restoreFromShadowDrive() for cold starts
  • available flag gates operations silently on failure
  • 26/26 tests
Memory Inspector (Phase 6)
  • MemoryInspector class via collection.inspector()
  • stats(), inspect(), get(), searchWithRecords(), merkleHistory(), verify()
  • Inspector UI web component (@veclabs/inspector-ui)
  • Live Agent Memory Playground at demo.veclabs.xyz
  • 57 Rust tests + 37 TypeScript tests + 48 Python tests
Phase 8 - Hosted API + Stripe Billing
  • REST API at api.veclabs.xyz
  • API key authentication (vl_live_ prefix, SHA-256 hashed in database)
  • VecLabs-managed Solana wallet and Shadow Drive per account
  • Stripe billing - Free (0),Pro(0), Pro (25/mo), Business ($199/mo), Enterprise (contact us)
  • Developer dashboard at app.veclabs.xyz
  • GitHub OAuth + email/password authentication
  • Usage tracking per account per month
  • Supabase backend with RLS policies

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In Progress

LangChain Integration
  • Official VecLabs vectorstore for LangChain Python and TypeScript
  • Drop-in replacement for Pinecone and Chroma in LangChain chains

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Planned

@veclabs/recall Package
  • Separate npm package
  • Memory Inspector: full operation audit log
  • Context Retrieval: five strategies (persistent, recent, relevant, novel, conflicts)
  • Token-budget-aware context assembly
  • Every getContext() call logged for audit
Mainnet Deployment
  • Migrate Anchor program from devnet to Solana mainnet
Metadata Filtering
  • Filter query results by metadata fields at search time
Hybrid Search
  • Combine vector search with BM25 keyword search
REST API
  • HTTP API for language-agnostic access
  • OpenAPI spec and generated SDKs

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