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Vector Databases Integrations

Use these integrations when agentic workflows need embeddings, indexing, retrieval, or RAG over external knowledge.

Connect vector stores such as Pinecone, Postgres pgvector, MongoDB Atlas Vector Search, or Weaviate and call them from AI tasks.

If you are unsure where to begin, start with Pinecone, Weaviate, Postgres Vector Database, Mongo Vector Database. These pages cover the most common entry points for this section.

When to use this section

Use these pages to answer implementation questions, compare available primitives, and find the exact guide or reference page for the next step in your Orkes Conductor project.

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