49 projects
voxora-voice-runtime
Voxora Studio voice bridge (Rust via PyO3) - scripted, simulation-only
voxora-orchestrator
Voxora Studio authoritative campaign, call, and CRM orchestration service
voxora-ai-runtime
Deterministic mock AI agent runtime contract for Voxora Studio
pyrobostudio-sidecar
PyRoboStudio data sidecar: recorded-session serving, capabilities, mission/time APIs
PyReverseETL
The Open Operational Data Activation Runtime
pyinterviewbot-ai
Local ASR/LLM/TTS + evidence-engine orchestration service for PyInterviewBot
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, and platform-aware tracking.
statguardian
Rust-native data quality engine with a declarative contract DSL: schema validation, drift detection, and anomaly detection for Pandas and Polars.
squid-crm
Python client for the Squid CRM REST and GraphQL APIs
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.
pysynthdata
Generate synthetic relational datasets from a schema: real row generation, foreign keys, constraints, and quality scoring.
PyStreamPDF
Intelligence engine for PDFs: selective retrieval, structure analysis, and token-efficient RAG
PyStreamMCP
Intelligent MCP orchestration hub - Intent understanding, capability matching, tool ranking with cohesive foundation
pystreamai
ML deployment toolkit: canary/A-B deployment routing, cost tracking, request scheduling, hot model reload, and ONNX Runtime inference
pyrobosimulator
AI-native world simulation engine: narratives, robotics, agents, ROS 2
pyroboreplay
Offline forensic debugging for recorded robot missions: causal analysis, multispectral sensor fusion, and mission replay
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.
pyinferencemanager
Intelligent AI workload orchestrator. Multi-provider routing, cost optimization, semantic caching, dynamic routing with budget enforcement. Production observability included.
pydependencycheck
Dependency intelligence and governance platform for Python projects
pydeepmesh
Deterministic, extensible dependency-graph, vulnerability, and attack-surface intelligence for Python, Rust, Node.js, and container projects.
pycontextfold
Structure-aware context optimization for LLM consumption. Shrink source code, documentation, logs and structured text before sending them to an LLM. Typed Python API with a fast, deterministic Rust core, Tree-sitter parsing, conservative profiles, preservation policies, budget-aware folding and transformation reports.
pyblastradius
Operational Blast Radius Intelligence Platform - Predict cascading failures and quantify business impact
pyapicheck
Discover APIs from an OpenAPI spec, classify sensitive fields, and score risk — with every score traceable to a named reason, not a black-box number.
openanchor
LLM token-attribution middleware with OTEL observability and semantic caching
scrapeowl
Deprecated compatibility shim; use quillsift instead
quillsift
Deterministic scraping and schema-validated LLM extraction powered by a Rust core
pycustomerhub
Python client SDK for PyCustomerHub, an open-source event-driven Customer Data & Engagement Platform
pytagmanager
Debugging and implementation intelligence for Google Tag Manager: inspect containers, diagnose runtime tracking, audit consent and script performance, and generate reviewable fixes
pyterrainMap
Spatial intelligence platform for multi-robot terrain mapping. Real-time SLAM, traversability analysis, temporal normalization, fleet learning, persistent world knowledge.
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.
pytagshield
Python bindings for PyTagShield: a consent-aware, privacy-minimizing event pipeline.
pydbtguard
Pre-deployment validation for dbt tests, entirely from local dbt artifacts.
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.
prismnote
Data science notebook with support for 15+ programming languages, SQL execution across 9+ databases, multi-terminal splits, and intelligent code assistance.
codeatlas-rs
Rust-native architecture maps for codebases
pystreamxl
High-performance .xlsx file reader with formula extraction, comment support, and cross-sheet dependency analysis. Streams large .xlsx files row-by-row without loading the entire file into memory; 3.8-5.6x faster than openpyxl in this repo's own committed benchmarks (see benchmarks/results.md). Rust-powered, Python API.
pynetworkintel
AI-powered network intelligence and vulnerability discovery platform
pyagenthound
Evidence-based debugging and root-cause analysis for AI agents and LLM applications
syncfleet
Python wrapper for the SyncFleet peer-to-peer edge database synchronization CLI
messagebirds
Python client SDK for MessageBirds, an open-source event-driven Customer Data & Engagement Platform
mudfish
Rust-native web crawling and intelligence engine — Python bindings
PyTaskWireCheck
Local-first, dependency-aware task orchestration engine (DAG scheduler + content-addressed cache + CLI).
pybeamguard
Apache Beam & Dataflow pipeline analysis, reliability validation, and cost optimization platform
codeatlas-bundle
Bundle CodeAtlas architecture maps into any repository
pyairflowtester
Unified Airflow + dbt reliability and quality platform
pyweatherenriched
Hyperlocal weather enrichment engine for operational data - street/building-level precision
streamxl
Renamed to pystreamxl. This package is a compatibility shim that re-exports pystreamxl; install pystreamxl directly.
pystreamdocuments
Smart context provider for LLMs - Minimal, most-relevant knowledge based on query anticipation and semantic understanding
pyautollm
AI-Native LLM Training & Infrastructure Abstraction Library
