unstructured-ingestPinecone Python clientOpenAI/HuggingFace embeddingsbash/pipintermediate30 min

Unstructured.io + Pinecone document processing

Production RAG pipelines with complex doc parsing (tables/images/PDFs) into scalable vector search for agentic AI.

Prerequisites

  • →Python/pip
  • →Unstructured account/API key (for SaaS) or open-source install
  • →Pinecone account/API key
  • →embedding provider (OpenAI/Azure OpenAI) API key
  • →optional: source storage (S3/Dropbox).

Further reading