VelesDB

Rust Medium

cyberlife-coder/VelesDB

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30 stars
3 forks
27 open issues
Active Mar 2026

Beginner-Friendly Issues 27

Issues tagged for new contributors

View all on GitHub
docs: CHANGELOG note sequential→parallel HNSW construction change
#402 · Mar 25, 2026
Medium
documentation core
docs: document batch-path invariant — mappings before vectors
#401 · Mar 25, 2026
Medium
documentation core
docs: point_count updated before HNSW insert — document len() contract
#400 · Mar 25, 2026
Medium
documentation core tech-debt
tech-debt: inline store_or_delete_payload into its sole caller
#399 · Mar 25, 2026
Medium
good first issue core tech-debt
tech-debt: remove deprecated insert_batch_sequential (since v0.8.5)
#398 · Mar 25, 2026
Medium
good first issue core tech-debt
docs: document enlarged crash recovery window from batch upsert pipeline
#397 · Mar 25, 2026
Medium
documentation performance core
perf: parallel_insert ignores expected idx, allocates own node IDs
#396 · Mar 25, 2026
Medium
performance core tech-debt
perf: register_or_replace_batch triple-lock on concurrent duplicate IDs
#395 · Mar 25, 2026
Medium
enhancement performance
chore: reconcile PremiumFeature enum with actual free core features
#390 · Mar 24, 2026
Medium
core enterprise-prep
feat(core): BM25 index persistence — avoid O(N) cold-start rebuild
#389 · Mar 24, 2026
Medium
enhancement performance core
feat(server): observability & ops endpoints — Prometheus wiring, bulk delete, vacuum
#388 · Mar 24, 2026
Medium
enhancement server
feat(velesql): window functions (ROW_NUMBER, RANK, DENSE_RANK OVER PARTITION BY)
#386 · Mar 24, 2026
Medium
enhancement velesql
feat(velesql): DDL statements — CREATE, DROP, SHOW, DESCRIBE
#385 · Mar 24, 2026
Medium
enhancement velesql
feat(velesql): DML completion — DELETE, UPSERT, multi-row INSERT
#384 · Mar 24, 2026
Medium
enhancement velesql
feat(sdk): TypeScript/LangChain/LlamaIndex feature parity gaps
#380 · Mar 24, 2026
Medium
feat: developer experience — simplify onboarding to <5 min
#379 · Mar 24, 2026
Medium
perf(sparse): target <400µs sparse search (currently 813µs)
#378 · Mar 24, 2026
Medium
perf(hnsw): target <30µs search latency (10K/768D k=10)
#377 · Mar 24, 2026
Medium
perf: batch insert regression from upsert semantics (~14% overhead on pure-insert workloads)
#375 · Mar 24, 2026
Medium
perf(hnsw): replace full sort with partial sort in SearchState::into_sorted_results()
#373 · Mar 24, 2026
Medium
perf: optimize HNSW bulk insert throughput for market competitiveness
#362 · Mar 23, 2026
Medium
enhancement
GPU batch search: parallelize Phase 2 SIMD reranking
#360 · Mar 22, 2026
Medium
bug
docs: add Docker quick start to README
#351 · Mar 22, 2026
Medium
documentation help wanted good first issue
examples: add Express.js backend example with VelesDB for Node.js RAG applications
#350 · Mar 22, 2026
Medium
help wanted good first issue
feat: add Haystack 2.x DocumentStore integration
#349 · Mar 22, 2026
Medium
enhancement help wanted good first issue
examples: add standalone React app with VelesDB WASM for in-browser vector search
#348 · Mar 22, 2026
Medium
help wanted good first issue
bench: add ChromaDB and Qdrant to comparison benchmark suite
#347 · Mar 22, 2026
Medium
help wanted good first issue

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