Skip to content
agno
Sign Up
Changelog
SDKv2.7.3

Run agents on TokenLab

Agno Team

July 14, 20261 min read

TokenLab joins as a new OpenAI-compatible model provider, so you can point agents at TokenLab using the interface you already know. Adding it takes no special wiring, since it speaks the OpenAI-compatible API.

See the cookbook for a working example.

Shipped around the same time

July 14, 2026

Changelog

v2.7.3

Run agents on Valkey for fast in-memory storage

ValkeyDb brings Valkey to Agno as an in-memory database for agents, teams, and workflows. Your sessions and state live in memory, so reads and writes stay quick under load.

Agno Team

1 min read

July 14, 2026

Changelog

v2.7.3

Search knowledge in Valkey with vectors and keywords

Valkey also lands as a vector store, and it runs both vector and keyword search from the same backend. You can do semantic and lexical retrieval over one in-memory store.

Agno Team

1 min read

July 14, 2026

Changelog

v2.7.3

See a clean error when an MCP server goes unreachable

When an MCP server becomes unreachable, Agno now surfaces a clear error instead of a confusing failure.

Agno Team

1 min read