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Semantic cache for LLM calls on Kotlin/JVM, with guards against false cache hits.

Semantic cache for LLM calls on Kotlin/JVM, with guards against false cache hits.

Default REST/Ktor engine for Kdrant, the coroutine-first Kotlin client for the Qdrant vector database — a small, pure-Kotlin HTTP transport with no gRPC, Netty, or protobuf. This is the module to depend on to use Kdrant.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Bill of Materials for Kdrant — import it to keep kdrant-core and kdrant-transport-rest on a single, aligned version.

Bill of Materials for Kmemo, the semantic cache for LLM calls on Kotlin/JVM — pin one version and depend on every kmemo module without repeating it.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

Idiomatic, coroutine-first Kotlin client for the Qdrant vector database — suspend functions, a type-safe filter/query DSL, kotlinx-serialization models, and a pluggable transport seam. Core module for RAG and embedding search on the JVM.

A JetBrains Koog document storage backed by Kdrant, the coroutine-first Kotlin client for the Qdrant vector database — Qdrant runs the similarity search rather than the agent ranking a streamed collection in memory.

A LangChain4j EmbeddingStore backed by Kdrant, the coroutine-first Kotlin client for the Qdrant vector database — use Qdrant from LangChain4j over a small pure-Kotlin REST transport.

Micrometer instrumentation for Kdrant, the coroutine-first Kotlin client for the Qdrant vector database — request timings and outcomes per Qdrant operation, on any Micrometer registry.

A Spring AI VectorStore backed by Kdrant, the coroutine-first Kotlin client for the Qdrant vector database — use Qdrant from Spring AI over a small pure-Kotlin REST transport instead of the gRPC stack.

Spring Boot auto-configuration for Kdrant, the coroutine-first Kotlin client for the Qdrant vector database. Adds `kdrant.*` configuration properties and exposes a ready-to-inject QdrantClient bean.