​Embeddings

Tasks that provision embeddings stores (Chroma, PGVector, Pinecone, Redis, Qdrant, etc.) for chunk storage and similarity search powering RAG flows.

Chroma Embedding Store

Elasticsearch Embedding Store

In-memory embedding store that stores data as Kestra KV pairs

MariaDB Embedding Store

Milvus Embedding Store

MongoDB Atlas Embedding Store

PGVector Embedding Store

Pinecone Embedding Store

Qdrant Embedding Store

Redis Embedding Store

Tablestore Embedding Store

Weaviate Embedding Store