RAG Content Exporter
Export WordPress content to vector databases for RAG pipelines - turn your archive into an AI-ready knowledge base
RAG Content Exporter bridges WordPress and AI infrastructure. The plugin exports your content - articles, pages, custom post types - to vector databases like Pinecone, Weaviate, and Qdrant, making your entire archive available to retrieval-augmented generation pipelines. If you are building AI products, internal knowledge bases, or conversational assistants powered by your own content, this plugin handles the hardest part: getting your WordPress content into vector-ready format with proper chunking, embedding generation, and incremental sync. No custom ETL scripts, no manual exports, no stale data.
For AI and Product Teams
- Turn your content archive into an AI-ready knowledge base in hours, not weeks
- Incremental sync keeps vector data current without manual intervention
- Support for major vector databases - no provider lock-in
- Configurable chunking optimized for retrieval quality
For Technical Teams
- Eliminate custom ETL pipeline maintenance
- REST API for triggering exports from external systems
- Content hash tracking prevents unnecessary API spend
- Multi-database support enables separate dev and production environments
Technology Stack
Features
Vector Database Export
Export content directly to Pinecone, Weaviate, or Qdrant with a single configuration. The plugin handles authentication, schema creation, and data formatting for each provider - no manual database setup required.
Chunking Strategies
Content is split into retrieval-optimized chunks using configurable strategies - paragraph-based, semantic boundary, fixed-size with overlap, or custom rules per content type. Metadata from the source article is preserved on every chunk.
Embedding Generation
Generate vector embeddings using OpenAI, Cohere, or local embedding models. The plugin batches embedding requests for cost efficiency and caches results to avoid redundant API calls on unchanged content.
Incremental Sync
Only new and updated content is processed on each sync cycle. The plugin tracks content hashes and modification timestamps to avoid re-processing unchanged articles, keeping API costs low and sync times fast.
Content Filtering
Control exactly what gets exported. Filter by post type, category, tag, date range, author, or custom fields. Exclude drafts, private content, or specific categories from your vector database with granular include/exclude rules.
Multi-Database Support
Export to multiple vector databases simultaneously. Run Pinecone for production RAG and Qdrant for development, or maintain separate collections for different use cases - all from one plugin configuration.