Issues

• Explore quantized HNSW search to improve ahnlich-db QPS

  enhancementexperimentation
  deven96/ahnlich#435 · Filter by author jimezesinachi opened on Oct 9, 2026

• Concurrent HNSW inserts can publish dangling neighbor references

  deven96/ahnlich#425 · Filter by author jimezesinachi opened on Sep 17, 2026

• Add auto_shrink() for papaya map/set reclamation

  deven96/ahnlich#418 · Filter by author jimezesinachi opened on Sep 7, 2026

• Unify configured predicate keys and materialized predicate indexes

  deven96/ahnlich#417 · Filter by author jimezesinachi opened on Sep 7, 2026

• Investigate safe cleanup of empty predicate-index buckets

  deven96/ahnlich#416 · Filter by author jimezesinachi opened on Sep 7, 2026

• Ahnlich integration in VectorDBZ

  deven96/ahnlich#396 · Filter by author osobotu opened on Aug 26, 2026

• perf(ai): make variable-length text ingestion more efficient

  deven96/ahnlich#394 · Filter by author jimezesinachi opened on Aug 24, 2026

• Enhance ease of deployment (e.g. deploy to provider button)

  deven96/ahnlich#385 · Filter by author jimezesinachi opened on Aug 12, 2026
  

• perf(replication): benchmark and reduce duplicate state-machine snapshot buffers

  deven96/ahnlich#382 · Filter by author jimezesinachi opened on Aug 6, 2026

• CodeSandbox for easy start up

  documentationgood first issue
  deven96/ahnlich#375 · Filter by author deven96 opened on Jul 25, 2026

• Run VectorDBBench on ahnlich

  experimentation
  deven96/ahnlich#349 · Filter by author deven96 opened on Jul 1, 2026
  1

  

• Add task criticality levels to control panic recovery behavior

  deven96/ahnlich#324 · Filter by author Iamdavidonuh opened on Mar 28, 2026

• Horizontal scalability for ahnlich

  enhancementhelp wanted
  deven96/ahnlich#271 · Filter by author deven96 opened on Oct 28, 2025

• Better persistence and compaction for Ahnlich-DB to override #9

  enhancementexperimentationhelp wanted
  deven96/ahnlich#255 · Filter by author deven96 opened on Oct 7, 2025

• Multiembedding support on DB

  enhancement
  deven96/ahnlich#227 · Filter by author deven96 opened on Jul 8, 2025
  1

  

• Allow specifying default execution providers at startup

  enhancementgood first issue
  deven96/ahnlich#189 · Filter by author deven96 opened on Jan 26, 2025
  

• Support for <cargo install ahnlich> command?

  good first issue
  deven96/ahnlich#186 · Filter by author opeolluwa opened on Jan 20, 2025
  1

  

• Minkowski

  deven96/ahnlich#185 · Filter by author deven96 opened on Jan 19, 2025

• Locality Sensitive Hashing

  deven96/ahnlich#183 · Filter by author deven96 opened on Jan 19, 2025
  

• Hamming Code

  deven96/ahnlich#182 · Filter by author deven96 opened on Jan 19, 2025

• Implement some more similarity metrics

  enhancementexperimentationhelp wanted
  deven96/ahnlich#181 · Filter by author deven96 opened on Jan 19, 2025

• Support Audio Datatypes

  enhancementhelp wanted
  deven96/ahnlich#178 · Filter by author HAKSOAT opened on Jan 12, 2025

• Run benchmarking with the supported models on BEIR MSMARCO

  evaluationhelp wanted
  deven96/ahnlich#177 · Filter by author HAKSOAT opened on Jan 12, 2025
  1

• Make ahnlich-ai extensible (2): Use different vector databases

  enhancementquestion
  deven96/ahnlich#175 · Filter by author deven96 opened on Jan 5, 2025

• Explore audio compatible models

  enhancementexperimentation
  deven96/ahnlich#148 · Filter by author deven96 opened on Nov 28, 2024
  1