klieo-memory-qdrant

Qdrant-backed implementation of klieo-core's LongTermMemory.

Part of the klieo Rust agent framework.

Features

High-dimensional vector search via Qdrant
Implements LongTermMemory — swap for klieo-memory-sqlite without changing agent code
Configurable collection, API key, embedder id

Quickstart

[dependencies]
klieo-memory-qdrant = "3"

use klieo_memory_qdrant::MemoryQdrant;

# async fn run() -> Result<(), Box<dyn std::error::Error>> {
let mem = MemoryQdrant::connect("http://127.0.0.1:6334").await?;
// mem.long_term → Arc<dyn LongTermMemory>
# let _ = mem;
# Ok(()) }

MemoryQdrant::connect(url) bakes in DummyEmbedder (zero-vector, FIFO recall) and a default QdrantConfig — paste-and-run with no extra dependency. Swap for a real embedder + custom config via MemoryQdrant::new.

Advanced wiring — custom config + embedder

use klieo_memory_qdrant::{MemoryQdrant, QdrantConfig, DummyEmbedder};
use std::sync::Arc;

# async fn run() -> Result<(), Box<dyn std::error::Error>> {
let cfg = QdrantConfig::new("http://qdrant.internal:6334")
    .with_api_key("supersecret")
    .with_collection_prefix("triage");
let mem = MemoryQdrant::new(cfg, Arc::new(DummyEmbedder)).await?;
# let _ = mem;
# Ok(()) }

ShortTermMemory and EpisodicMemory are not implemented here — see klieo-memory-sqlite and klieo-memory-neo4j for those.

Status

3.x — stable; public API follows SemVer 2.0.0. See docs/SEMVER.md.

License