Praison AI

indexing • AI Agent SDK

Incremental Indexing Infrastructure for PraisonAI Agents.

indexing

AI Agent

Incremental Indexing Infrastructure for PraisonAI Agents.

Provides:

  • CorpusStats: Statistics about indexed corpus
  • IndexResult: Result of indexing operation
  • IgnoreMatcher: .praisonignore pattern matching
  • FileTracker: File hash/mtime tracking for incremental updates

No heavy imports – only stdlib.

Import

python
from praisonaiagents.knowledge import indexing

Classes

CorpusStats

Statistics about an indexed corpus.

 IndexResult

Result of an indexing operation.

 IgnoreMatcher

Matcher for .praisonignore patterns.

 FileTracker

Track file hashes and modification times for incremental indexing.

Constants

NameValue
STRATEGY_THRESHOLDS{10: 'direct', 100: 'basic', 1000: 'hybrid', 10000: 'reranked', 100000: 'compressed'}
DEFAULT_STRATEGY'hierarchical'