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 # 0G PYTHON API
-Quick and dirty python API to access 0g's decentralized data storage system. This is provided without warranty, and is intended solely for research/protopying. For production-ready use, please refrence the Go or command-line tools.
+Quick and dirty python API to access 0g's decentralized data storage system. This is provided without warranty, and is intended solely for research/protopying. For production-ready use, please reference the Go or command-line tools.
 
 https://docs.0g.ai/0g-doc/docs/0g-storage/access-storage-through-cli (CLI Tool docs)
 https://docs.0g.ai/0g-doc/docs/0g-storage/sdk (Go SDK docs)