27 projects
pynetworkintel
AI-powered network intelligence and vulnerability discovery platform
pyrobovision
Multi-object tracking (Kalman filter + Hungarian association) and trajectory prediction for robotics, with an optional real MiDaS monocular depth backend. Pure Python (NumPy + SciPy) core; PyTorch is optional.
pytokencalc
Universal token counting for ANY LLM with embedded StatGuardian quality validation: 8 cloud providers, 7 local inference engines, custom/proprietary models, and BYOM (Bring Your Own Model). Pattern-based forward-compatibility, model discovery, platform-aware tracking, 99%+ accuracy.
openanchor
LLM token-attribution middleware with OTEL observability and semantic caching
pystreamai
ML deployment toolkit: canary/A-B deployment routing, cost tracking, request scheduling, hot model reload, and ONNX Runtime inference
PyStreamPDF
Intelligence engine for PDFs: selective retrieval, structure analysis, and token-efficient RAG
clusteraudiencekit
Rust-powered customer segmentation: RFM analysis, KMeans/K-Prototypes clustering, churn prediction, customer lifetime value, real-time streaming segmentation, drift detection, lookalike audiences, cohort analytics, lifecycle tracking, and differential privacy / k-anonymity.
pyinferencemanager
Intelligent AI workload orchestrator. Multi-provider routing, cost optimization, semantic caching, dynamic routing with budget enforcement. Production observability included.
pytagmanager
AI-native analytics implementation platform (v1: crawl -> semantic DOM graph -> rule-based tracking recommendations -> GTM export)
pybeamguard
Apache Beam & Dataflow pipeline analysis, reliability validation, and cost optimization platform
pyroboreplay
Forensic debugging platform for autonomous robots: causal analysis, multispectral sensor fusion, invisible object detection, and persistent world knowledge
PyReverseETL
The Open Operational Data Activation Runtime
statguardian
Fast, declarative data quality framework. Schema validation, data drift detection, anomaly detection, outlier handling. 13x faster than pandera. Supports Pandas, Polars, DuckDB. Automated data contract enforcement for data pipelines.
pyvectorhound
Diagnostic tool for vector search failures in RAG and LLM systems. Evaluate embedding quality, analyze vector search rank correlation, benchmark BM25 vs semantic search, profile reranker performance. Identify root cause of retrieval failures.
pyweatherenriched
Hyperlocal weather enrichment engine for operational data - street/building-level precision
pyroboframes
High-performance dataloader for robot learning datasets. LeRobot format support, hardware-accelerated video decode via VideoToolbox, MLX array output. Zero-copy data pipeline optimized for Apple Silicon and edge robotics.
PyStreamMCP
Intelligent MCP orchestration hub - Intent understanding, capability matching, tool ranking with cohesive foundation
pyterrainMap
Spatial intelligence platform for multi-robot terrain mapping. Real-time SLAM, traversability analysis, temporal normalization, fleet learning, persistent world knowledge.
pydependencycheck
Dependency intelligence and governance platform for Python projects
prismnote
Data science notebook with support for 15+ programming languages, SQL execution across 9+ databases, multi-terminal splits, and intelligent code assistance.
streamxl
High-performance Excel with cross-sheet analysis and multi-sheet optimization. Dependency tracking, redundancy detection, formula consolidation suggestions. 46x faster than openpyxl. Rust-powered, Python API.
pystreamdocuments
Smart context provider for LLMs - Minimal, most-relevant knowledge based on query anticipation and semantic understanding
pysynthdata
Generate complete synthetic worlds from schemas, data, or natural language. Production-ready with compliance, governance, and enterprise features.
pyairflowtester
Unified Airflow + dbt reliability and quality platform
pyblastradius
Operational Blast Radius Intelligence Platform - Predict cascading failures and quantify business impact
pyrobosimulator
AI-native world simulation engine: narratives, robotics, agents, ROS 2
pyautollm
AI-Native LLM Training & Infrastructure Abstraction Library
