Pixelagent

Pixelagent is a declarative Python framework designed to create custom AI agents. It integrates language model (LLM) capabilities, storage systems, and orchestration tools with user-defined functionalities for managing memory, invoking tools, and handling multi-modal data.

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Integrated Data ArchitectureBuilt upon Pixeltable's data infrastructure, it offers seamless integration of storage, transformation, and orchestration capabilities within a declarative framework.
Multimedia AssistanceHandling of native text, image, audio, and video data types allows for the development of agents capable of processing and responding to diverse inputs.
Flexible Provider IntegrationSupport for multiple AI providers such as Anthropic, OpenAI, and AWS Bedrock, enabling flexibility in model choice and implementation.
In-built State ManagementAutomated storage of agent memory and tool usage records in databases, along with adjustable memory architectures and semantic search functionalities.