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Cipher Wise

cipherwise

I build data tools for RAG: incremental crawling, clean Markdown chunks and only-what-changed updates for any vector database.

ACTOR STATS

1 public Actor

2 total users

1 monthly user

>99% runs succeeded

👋 I’m a Python developer building data tools for RAG and AI search.

My focus is keeping knowledge bases accurate without wasting money: incremental crawling, clean heading-aware chunks, and outputs that plug straight into any vector database (Pinecone, Qdrant, Weaviate, Chroma, pgvector).

Actors

RAG Sync Monitor: syncs a docs site, help center or knowledge base and outputs only the chunks that were added, changed or removed since the last run. Works with JavaScript sites, PDFs and Word files.

Public Actors