Integrations

Integration examples showing how to connect Agno agents with external platforms and services.

Directories

a2a

A2A (Agent-to-Agent) protocol examples, including a basic server/client flow.

discord

Discord bot examples, including media handling and memory-enabled bots.

memory

External memory service integrations (Mem0, Memori, and Zep).

observability

Tracing and monitoring integrations for agent and workflow execution.

rag

Third-party RAG and retrieval-stack integrations (Infinity reranker, LightRAG, LangChain + Qdrant).

surrealdb

SurrealDB-backed memory manager integration examples.

Running Examples

Use the demo environment:

.venvs/demo/bin/python cookbook/92_integrations/<folder>/<file>.py

Validation

Run the cookbook pattern checker on this section:

.venvs/demo/bin/python cookbook/scripts/check_cookbook_pattern.py --base-dir cookbook/92_integrations --recursive