Vector Databases
References
Opensource VDB comparison
Pinecode documentation
LanceDB
Challenges with libraries
- Cost of memory
- Storage management
- Embedding data management
- Algorithm selection & parameters
- Memory cost amplification
- Observability
- Embedding update/delete/add