Our verdict
We have not reviewed VectorDB yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About VectorDB
VectorDB is a lightweight vector database implemented in Python, designed for storing and querying vector embeddings. It is categorized under observability, suggesting common uses in monitoring and log analysis. The project emphasizes simplicity with minimal overhead.
Best for
Developers needing a lightweight vector store for small-scale observability experiments or prototyping
Use cases
- Store and query embeddings for observability data like logs or metrics
- Perform similarity search on monitoring events for anomaly detection
- Build lightweight retrieval-augmented workflows in small-scale experiments
Notes
648 stars on GitHub. Last updated 2024-03-04. Licensed Apache-2.0.
Pros
- Pure Python implementation with minimal dependencies
- Simple and easy to set up for small projects
- Open source with community support
Cons
- Limited scalability for large datasets or high throughput
- Not production-ready for demanding applications
- Small community and infrequent updates
Key facts
What we have checked
- Latest version
- 0.0.21 (released 4 Mar 2024)
- GitHub stars
- 653
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How VectorDB is growing
648 to 653
Alternatives
Alternatives to VectorDB
| Record | Type | How we know | Checked |
|---|---|---|---|
| ChromaThis is an alternative to it | Open source | Named in the listing | Not dated |
| MilvusThis is an alternative to it | Open source | Named in the listing | Not dated |
| pgvectorThis is an alternative to it | Open source | Named in the listing | Not dated |
| QdrantThis is an alternative to it | Open source | Named in the listing | Not dated |
| WeaviateThis is an alternative to it | Open source | Named in the listing | Not dated |
Compare
Compare VectorDB side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.0.21
Released 0.0.20
Released 0.0.19
Released 0.0.18
Released 0.0.17
Released 0.0.16
Released 0.0.15
Released 0.0.14
Released 0.0.11
Released 0.0.10
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Chroma
Community
Search infrastructure for AI
Milvus
Community
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
pgvector
Community
Open-source vector similarity search for Postgres
Qdrant
Community
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Weaviate
Community
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance an
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