Show HN: Pixelagent – Build your Stateful Agent Framework in 200 lines of code
a year ago
- #AI Agents
- #Multimodal AI
- #Declarative Framework
- Pixeltable provides a declarative framework for building custom agentic applications with features like memory, tool-calling, and multimodal support.
- Key features include data orchestration, native multimodal support (text, images, audio, video), a type-safe Python framework, and model agnosticism.
- The platform offers observability with automatic logging of messages, tool calls, and performance metrics.
- Agentic extensions allow adding reasoning, reflection, memory, knowledge, and team workflows.
- Users can implement long-term memory systems with semantic search and add custom Python functions as tools.
- Pixeltable supports ReAct patterns for step-by-step reasoning and planning, with structured prompts and dynamic system updates.
- Agent memory is automatically persisted in tables, and tool call history can be accessed and customized.
- The framework allows transforming agent blueprints into distributable packages on PyPI.
- Installation is straightforward with provider-specific dependencies for different AI models (e.g., Anthropic, OpenAI).
- Tutorials and examples are available for core concepts, advanced patterns, and specialized techniques.