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LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One line, zero code changes.

AI-Driven Full-Text Screening and Data Extraction for Systematic Reviews and Evidence Synthesis

Simple colour thresholdhing for Gilgai detection

Quantum-inspired Echo State Network for multi-agent behavior analysis (MABe challenge)

No description.

Tracker for U.S. public-company equity stakes in Anthropic and OpenAI. Built from primary SEC filings, court records, and press releases. Each row confidence-tagged (V/P/S).

A programming framework for agentic AI

Sextant is a local Python Financial Backtest app with a Streamlit interface. The core is a strict bar-by-bar event loop (MarketEvent → SignalEvent → OrderEvent → FillEvent) — fully deterministic, with a complete JSON audit trail of every event.

This fork keeps the original Google Research implementation and paper attribution, but extends the runtime to work with local CLI agents and mixed backends. In practice, it can use codex as the main reasoning / code-generation brain, route text or multimodal reasoning through Claude-compatible or Ollama-compatible backends, and use OpenRouter-route

Road cartography for Python: turn road edges (OSM, osmnx, GeoPandas) into styled, interactive, offline HTML maps (MapLibre) with Street View