Qdrant
Open-source vector search engine and database written in Rust, self-hosted or as Qdrant Cloud.
Tags
Agent access
Related
- Weaviate: Open-source vector database (written in Go) that stores both objects and vectors.
- Pinecone: Managed vector database for AI agents and applications: semantic search, knowledge retrieval and long-term memory at scale.
Guides & comparisons
- Give an agent long-term memory (Guide): How to make an agent remember users, facts and lessons across sessions, choosing between file-based memory, a memory layer such as Mem0, a temporal knowledge graph such as Zep or Graphiti, a stateful agent platform such as Letta, or your own store.
Sources
Machine-readable
- JSON
- Markdown
- Source file on GitHub (edit via pull request)