Agno Provider

The Agno provider integrates the Agno AI agent framework with Pragmatiks, enabling you to define, configure, and deploy AI agents and multi-agent teams as declarative resources.

What is Agno?

Agno is a Python framework for building AI agents with support for models, tools, knowledge bases, and memory. The Agno provider lets you manage the full agent lifecycle declaratively — from model configuration to Kubernetes deployment.

Setup

The Agno provider is a first-party provider maintained by Pragmatiks. Install it with:

pragma providers push --deploy

Resources

Resource	Type	Description
Agent	`agno/agent`	AI agent definition with model, tools, and knowledge
Team	`agno/team`	Multi-agent team with coordinated members
Models	`agno/models/anthropic`, `agno/models/openai`	LLM configuration (Claude, GPT)
Tools	`agno/tools/mcp`, `agno/tools/websearch`	Agent tool integrations
Knowledge	`agno/knowledge`, `agno/vectordb/qdrant`, `agno/knowledge/embedder/openai`, `agno/knowledge/content`	Semantic search and RAG
Memory	`agno/memory/manager`	Persistent agent memory
Storage	`agno/db/postgres`	PostgreSQL storage for sessions and memory
Deployment	`agno/runner`	Deploy agents/teams to Kubernetes

Architecture

Resources form a dependency graph. A typical deployment looks like:

Secret (API key)
  └─▶ Model (Claude/GPT)
        └─▶ Agent
              ├─▶ Tools (MCP, WebSearch)
              ├─▶ Knowledge (VectorDB + Embedder + Content)
              ├─▶ Memory (Manager + DB)
              └─▶ Runner (Kubernetes Deployment)

Changes propagate automatically. Updating a model triggers the agent and runner to rebuild.

Dependencies

The Agno provider depends on:

GCP provider — for gcp/gke clusters (required by agno/runner)
GCP provider — for gcp/secret (commonly used for API keys)

Getting Started

Concepts

Resource Catalog

Agno (AI Agents)

GCP

Kubernetes

Building Providers

What is Agno?

Setup

Resources

Architecture

Dependencies

​What is Agno?

​Setup

​Resources

​Architecture

​Dependencies

What is Agno?

Setup

Resources

Architecture

Dependencies