Langroid
A Python framework for orchestrating LLM agents, tools, and retrieval workflows through explicit tasks.
Octochains
A lightweight Python framework where expert agents reason in fully isolated parallel threads and a centralized consensus layer synthesizes the verdict, eliminating cross-contamination and groupthink of sequential agent chains.
Pydantic AI
Build composable generative-AI applications in Python with type hints and Pydantic validation.
Designing Multi-Agent Systems (PicoAgents)
Build LLM-enabled multi-agent systems from scratch: a book plus a fully runnable teaching framework covering everything from a single agent to autonomous orchestration.
Mirascope
A unified interface for calling frontier models and building tool-using agents with structured outputs.
Arachne
Describe a goal in natural language; Arachne weaves an inspectable DSPy-native agent graph, runs it, and self-heals on failure.
Notte Web Automation
A Python framework and hosted API for browser-based AI automation and structured web extraction.
LangChain
A composable framework for building agent and LLM applications with interchangeable model integrations.