Vector Databases

References

Opensource VDB comparison

Pinecode documentation

LanceDB

Challenges with libraries

  1. Cost of memory
  2. Storage management
  3. Embedding data management
  4. Algorithm selection & parameters
  5. Memory cost amplification
  6. Observability
  7. Embedding update/delete/add