# Mem0 vs pgvector — Fit & Features

Canonical: https://trutool.co/compare/mem0-vs-pgvector
Author: Snehil (https://trutool.co/authors/snehil)

Compare Mem0 and pgvector by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Mem0
Add persistent personalized memory to AI applications and agents.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- Agent memory
- Context retrieval
- Memory APIs
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://mem0.ai/pricing
- [Read Mem0 profile](https://trutool.co/tools/mem0): Read Mem0 profile

### pgvector
Add vector similarity search to PostgreSQL using an open-source extension.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- PostgreSQL vectors
- Similarity search
- Vector indexing
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://github.com/pricing
- [Read pgvector profile](https://trutool.co/tools/pgvector): Read pgvector profile