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Shared utilities for VelesDB Python integrations (internal use)

Project description

velesdb-common

Shared utilities for VelesDB Python integrations.

This package is not a public API. End users should install and import from langchain-velesdb, llama-index-vector-stores-velesdb, or haystack-velesdb directly.

What it provides

velesdb-common centralizes code shared by all three Python RAG framework integration packages:

  • Security validators — input sanitization for collection names, dimensions, queries, URLs
  • ID generation — deterministic hashing and sequential ID counters
  • Graph helpers — REST payload builders and native graph bindings
  • Memory formatting — procedural memory result formatting

Public Exports

The following symbols form the stable internal API consumed by langchain-velesdb, llama-index-vector-stores-velesdb, and haystack-velesdb. They are not intended for direct use by end users.

Export Type Description
build_fusion_strategy function Converts a strategy name + params dict into the native FusionStrategy object
validate_url function Validates a server URL string; raises ValueError on malformed input
validate_text function Sanitizes free-text query strings against injection patterns
validate_collection_name function Ensures a collection name meets naming rules (alphanumeric + underscore, ≤ 64 chars)
CollectionAdminMixin class Mixin providing shared admin operations (flush, get_collection_info, is_empty)
GraphOpsBase class Base class for graph query helpers used by both integrations

License

MIT License (this integration). See LICENSE for details.

VelesDB Core itself is licensed under the VelesDB Core License 1.0 (based on ELv2).

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