{"repo":"provos/planai","free":true,"listed":false,"github":"https://github.com/provos/planai","clone":"git clone https://github.com/provos/planai.git","description":"PlanAI: A graph-based framework for complex task automation integrating traditional compute and LLM capabilities","language":"Python","stars":51,"topics":["ai","automation","graph-based","llm","python","task-management","workflow"],"license":"Apache-2.0","category":"workflow-automation","readme_excerpt":"PlanAI PlanAI is an innovative system designed for complex task automation through a sophisticated graph-based architecture. It integrates traditional computations and cutting-edge AI technologies to enable versatile and efficient workflow management. Table of Contents - Key Features - PlanAIEditor - Requirements - Installation - Usage - Example: Textbook Q&A Generation - Example: Deep Research - Monitoring Dashboard - Advanced Features - Documentation - Contributing - License Key Features - Graph-Based Architecture : Construct dynamic workflows comprising interconnected TaskWorkers for highly customizable automation. - Hybrid TaskWorkers : Combine conventional computations (e.g., API calls) with powerful LLM-driven operations, leveraging Retrieval-Augmented Generation (RAG) capabilities. - Type Safety with Pydantic : Ensure data integrity and type consistency across workflows with Pydantic-validated input and output. - Intelligent Data Routing : Utilize type-aware routing to efficiently manage data flow between nodes, adapting to multiple downstream consumers. - Input Provenance Tracking : Trace the lineage and origin of each Task as it flows through the workflow, enabling detailed analysis and debugging of complex processes. - Automatic Prompt Optimization : Improve your LLM prompts using data and AI-driven optimization PlanAIEditor PlanAIEditor is a graphical user interface (GUI) for visually building and managing AI workflows using the PlanAI framework. It provides a node","default_branch":null,"files":null,"tree":[],"storefront":"/r/provos","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/provos/planai/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}