Shypd.aiThe largest open index of AI toolsPySpur is an AI Agents & Automation tool that provides a visual playground for developing and iterating on AI agents. It helps AI engineers accelerate agentic workflow creation and debugging 10x faster.
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PySpur is a visual development environment designed for AI engineers to rapidly build, iterate, and deploy AI agents. It addresses common challenges in agent development such as prompt tweaking, workflow visibility, and debugging raw outputs. Key features include human-in-the-loop capabilities for persistent workflows requiring approval, iterative tool calling with memory via Loops, and file upload for processing various document types. PySpur also supports structured outputs with a UI editor for JSON Schemas, RAG functionalities for parsing, chunking, embedding, and upserting data into vector databases, and multimodal support for video, images, audio, and text. It integrates with various tools like Slack and GitHub, offers automatic execution traces, and allows for one-click deployment as an API. The platform is Python-based and supports over 100 LLM providers, embedders, and vector DBs.
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