griptape-ai/griptape
Griptape
Griptape is a Python framework for building generative AI applications, autonomous agents, and complex AI workflows. It functions as both an AI agent orchestrator and a workflow engine, capable of managing sequential pipelines and directed acyclic graphs to ensure predictable execution of AI tasks.
The framework distinguishes itself through a focus on security and governance, utilizing a Docker-based environment to execute model-generated code and shell commands in isolation. It employs a driver-based abstraction layer that allows developers to swap language model providers and vector stores without altering core logic, while using rule-based steering to enforce agent personas and output formats.
The platform covers a broad range of capabilities, including retrieval-augmented generation pipelines, multi-level memory management for conversation persistence, and schema-validated tool integration. It also supports multimodal processing for audio, image, and video data, as well as integrated observability for tracking performance and inspecting rendered prompts.
Features
- Agent Frameworks - Framework for agents with structured pipelines and memory.
- Application Frameworks - Modular Python framework for building AI-powered software.
