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qql-cli


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Author: None
License: MIT License Copyright (c) 2026 Kameshwara Pavan Kumar Mantha Permission is hereby granted, free of charge, to any person obtaining a copy of this software and...
Summary: QQL is a SQL-like query language and CLI for Qdrant vector database. Write INSERT, SEARCH, RECOMMEND, DELETE, and CREATE COLLECTION statements instead of Python SDK calls. Supports hybrid dense+sparse vector search, cross-encoder reranking, quantization (scalar, binary, product), WHERE clause filters, script execution, and collection dump/restore.
Latest version: 2.0.0
Required dependencies: click | prompt-toolkit | qdrant-client | rich

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