vector-database
Tested projects carrying the vector-database topic, with their current verdicts. Topics come from each project's own metadata and Argusic's pool tags. Spellings of the same topic are gathered here under one name, so this page holds every project tagged any of them.
Measured by Argusic on a fresh machine every time. Every number links to its evidence.
What Argusic measured in vector-database
Argusic installed and ran 81 vector-database projects on clean machines: 51 reached a running state, 27 only ran against stand-in services, 3 did not run. Last tested November 7, 2026.
Every tested vector-database project
| subject | verdict | language | runs | last tested |
|---|---|---|---|---|
| MineContext | Runs with mocks | Python | 2 | |
| pinot | Runs | Java | 2 | |
| genkit | Runs | TypeScript | 2 | |
| txtai | Runs | Python | 2 | |
| langchain4j | Runs | Java | 2 | |
| LEANN | Runs with mocks | Python | 2 | |
| zvec | Runs | C++ | 2 | |
| cognee | Runs | Python | 2 | |
| PageIndex | Runs | Python | 2 | |
| milvus | Runs | Go | 2 | |
| serviette | Runs with mocks | Python | 2 | |
| anything-llm | Runs | JavaScript | 2 | |
| Personal_External_Brain | Runs | Python | 1 | |
| nano-vectordb | Runs | Python | 1 | |
| chroma-go | Runs | Go | 1 | |
| RelaMind | Runs with mocks | Java | 1 | |
| k8ssandra-operator | Runs with mocks | Go | 1 | |
| vector-storage | Runs with mocks | TypeScript | 1 | |
| vector-graph-rag | Runs with mocks | Python | 1 | |
| skills | Runs with mocks | Python | 1 | |
| vectordbz | Runs with mocks | TypeScript | 1 | |
| uteke | Runs | Rust | 1 | |
| pinecone-ts-client | Runs | TypeScript | 1 | |
| fast-plaid | Runs | Python | 1 | |
| radient | Runs | Python | 1 | |
| relevanceai | Runs | Python | 1 | |
| RaBitQ-Library | Runs | C++ | 2 | |
| memlayer | Runs with mocks | Python | 1 | |
| shodh-memory | Runs | Rust | 1 | |
| vicinity | Runs | Python | 1 | |
| vectorlite | Runs | Rust | 1 | |
| vector-db-benchmark | Runs with mocks | Python | 1 | |
| redis-vl-python | Runs with mocks | Python | 2 | |
| memento-mcp | Runs with mocks | TypeScript | 1 | |
| prompt-cache | Runs with mocks | Go | 1 | |
| ai4j | Runs with mocks | Java | 1 | |
| python-sdk | Runs with mocks | Python | 2 | |
| cortexdb | Runs | Go | 1 | |
| qdrant-js | Runs | TypeScript | 1 | |
| shopkeeper-agent | Runs with mocks | Python | 1 | |
| wikipedia-semantic-search | Runs with mocks | TypeScript | 1 | |
| unbody | Could not verify | TypeScript | 2 | |
| aisearch-openai-rag-audio | Runs with mocks | Python | 1 | |
| Compartment | Runs | Python | 1 | |
| next-plaid | Runs | Rust | 1 | |
| embedJs | Runs with mocks | TypeScript | 1 | |
| RAGLight | Runs | Python | 1 | |
| mcp-server-elasticsearch | Runs with mocks | Rust | 1 | |
| opencode-mem | Runs with mocks | TypeScript | 1 | |
| vector-db-from-scratch | Runs | Rust | 1 |
All tested projects: subjects.