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#Qdrant

7 articles on this topic.

Cream editorial cover: inject_filter shield applying AST isolation before queries reach Qdrant
LatestQQLQdrantSecurity

QQL inject_filter: AST Isolation Proven Before Execution

Learn how QQL 0.1.5 inject_filter wraps caller OR/NOT in outer AND, stamps UPSERT provenance, recurses CTEs, and fails closed on DDL operations.

8 min readRead
Cream editorial cover: Local Vector Search with in-process FastEmbed and qdrant-edge, no remote server
QQLQdrantPython

Local Vector Search with QQL Edge in Python and Node

Run QQL 0.1.5 local vector search in-process with pyqql-edge and nqql-edge: get real scores and exact error codes for bare USING and invalid IDs.

12 min readRead
Cream editorial cover: QQL 0.1.5 title with a hub diagram linking Rust, Python, Node, WASM, and Edge to Qdrant
QQLQdrantRust

QQL 0.1.5: One Query Language Across All Five Runtimes

Discover how QQL 0.1.5 ships QQL 1.2 across Rust, Python, Node, WASM, and edge with SHARD routing, fail-closed inject_filter, and multi-target embeds.

10 min readRead
Cream editorial cover: QQL WASM playground browser split between local analyze() and Qdrant REST Execute
QdrantWebAssemblyQQL

Build an In-Browser Qdrant Playground with QQL WASM

Build a QQL 0.1.5 browser playground with local analyze() for tokens, AST, and REST routes, CodeMirror editor, lazy MiniLM, and explicit REST execution.

11 min readRead
An elegant architectural diagram showing QQL query transformation through JWT validation, rate limiting, and AST-level filter injection before executing on Qdrant.
QdrantSecurityEngineering

QQL Gateway: Zero-Trust Multi-Tenancy and AST Filter Injection for Qdrant

Vector databases ignore permissions, risking RAG leaks. Compare RAG post-filtering with Zanzibar-style pre-filtering, and learn how the QQL Gateway injects zero-trust AST filters before Qdrant queries.

13 min readRead
A side-by-side comparison diagram showing a locked, rigid hardcoded pipeline versus a dynamic agent loop querying Qdrant through the QQL gateway.
QdrantSecurityAI Agents

Secure Runtime Autonomy: QQL as the Dynamic Query Interface for Recursive Language Models

Hardcoding retrieval limits Recursive Language Models (RLMs). Discover how QQL acts as a secure, dynamic query layer via compile-time AST injection.

13 min readRead
Terminal-driven retrieval operations pipeline with QQL scripts, JSON artifacts, CI checks, and vector search diagnostics
RAGEngineeringAI Agents

qql-go and QQL Retrieval Operations for Qdrant

Vector search breaks quietly. Learn how qql-go turns QQL into a single-binary CLI for Qdrant retrieval operations, CI checks, and debug runbooks.

12 min readRead
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