Antaris Analytics / docs

Documentation

Deterministic infrastructure for AI agents. Zero external dependencies across all packages.

SUITE v2.0.0 1,184 tests · Apache 2.0 · Python 3.9+
Packages
antaris-memory
v2.0.0 · 293 tests
File-based persistent memory with BM25 search, sharding, decay, multi-type memory, and MCP server.
antaris-router
v3.0.0 · 194 tests
Adaptive model routing with TF-IDF classification, outcome learning, A/B testing, and SLA monitoring.
antaris-guard
v2.0.0 · 380 tests
Prompt injection detection, PII filtering, reputation tracking, rate limiting, and behavioral analysis.
antaris-context
v2.0.0 · 150 tests
Context window management with token budgets, overflow cascade, compression strategies, and relevance scoring.
antaris-pipeline
v2.0.0 · 167 tests
Agent orchestration pipeline with event-driven architecture, telemetry, lifecycle hooks, and sub-agent coordination.

Install

# Full suite
pip install antaris-memory antaris-router antaris-guard antaris-context antaris-pipeline

# Individual packages
pip install antaris-memory   # memory only
pip install antaris-guard    # security only
pip install antaris-router   # routing only