Agno
Framework for designing autonomous systems that think, plan, and act independently.
CrewAI
Orchestrates teams of AI agents for high-complexity multi-stage process automation.
LangGraph
Graph-based state management for building cyclic, reasoning-heavy AI workflows.
SmolAgents
Hugging Face's lightweight multi-agent solution focused on efficiency and code-use.
Letta
Enables agents with long-term memory and persistent state across sessions.
MCP (Model Context Protocol)
The standard for connecting agents to external tools and secure data sources.
Whisper
State-of-the-art automatic speech recognition for local, secure Python inference.
YOLO (v11+)
Real-time object detection optimized for edge hardware like Jetson and NPU.
TensorRT
NVIDIA's SDK for high-performance deep learning inference on local GPUs.
Mediapipe
Google's cross-platform framework for live perception (hand, face, pose tracking).
Quantization
Reducing model precision (FP16/INT8) to run LLMs on low-resource mobile/IoT devices.
Weights & Biases
Enterprise-grade tracking and visualization for machine learning experiment reproducibility.
PromptLayer
A middleware for logging and managing prompts to ensure safety and performance audit trails.
NIST AI RMF
The primary risk management framework for building trustworthy AI systems.
Differential Privacy
Mathematical techniques to allow AI training without exposing individual user data.
PyTorch
The leading Python library for deep learning research and production scaling.
RAG (Retrieval-Augmented)
The architecture that grounds LLMs in real-time, private data to prevent hallucinations.
pandas
The industry standard for data manipulation and analysis in Python ecosystems.
PydanticAI
Strict data validation for agent outputs, ensuring reliable tool-calling and response formats.
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Owning the registry is owning the ecosystem. Position your organization at the coordination layer of the global Python AI landscape.
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