Agno v3.1.3
Agno v3.1.3 brings parity to external agents (ClaudeAgent and CodexAgent) with durable cross-replica sessions, background execution, cancellation, step replay, retries, metrics, and structured outputs.
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为什么值得关注
Agno v3.1.3 focuses heavily on external agent capabilities (specifically ClaudeAgent and CodexAgent). Key updates include: - Durable Sessions: Mirroring transcript lines into a database (PostgresDb, AsyncPostgresDb, SqliteDb, AsyncSqliteDb) across replicas via an agno transcripts table. - Background Execution & Cancellation: Support for background=True , durable-queue run IDs, indexed SSE, and cancellation endpoints ( /agents/{id}/runs/{run id}/cancel ). - Step Replay for ClaudeAgent: continue run forks SDK transcripts from checkpoints ( GET /agents/{id}/runs/{run id}/checkpoints ), creating sibling runs. - Retries & Compaction: Configurable retries with backoff skipping non-retryable errors, plus database-backed session compaction. - Metrics & Structured Outputs: Token, cache, and cost reporting on RunOutput.metrics , and output schema support (Pydantic model or JSON Schema dict) delivering strict JSON object outputs. - Media & Tooling: File/image staging support across replicas, rejection of audio/video with 400 errors, and the addition of AnakinTools for scrape/crawl/map/search workflows.
可执行摘要
Agno v3.1.3 integrates ClaudeAgent and CodexAgent into core platform features: database-backed transcripts (Postgres/SQLite), background runs with cancellation via durable queues, step replay via checkpoint forks, retries with backoff, token/cost metrics, Pydantic structured output, and an AnakinTools toolkit.
- Agent 实用度
- 62/100
- 可信度
- 96%
- 机器格式
- JSON + Markdown
开发者应核对什么
- Run database migrations to enable the new agno transcripts table if using Postgres or SQLite for external agent persistence.
- Update external agent constructors (ClaudeAgent and CodexAgent) to use typed native options instead of untyped kwargs dictionaries to avoid deprecation warnings.
- Ensure output schemas configured for ClaudeAgent and CodexAgent use JSON objects as root elements, as array or scalar roots are now rejected before the run.