Python client test log

Tested live on 2026-07-24 from the pinned Agno source worktree with .venvs/demo/bin/python and the repository's direnv environment. The live suite covered model responses, streaming tool events, embeddings, evaluations, and central Bearer authentication.

`_server.py`

Status: PASS

Test mode: LIVE

Description: Started the shared server on port 7778, exercised its health and configuration endpoints, and then terminated it cleanly.

Observed: GET /health returned HTTP 200 with status: ok. GET /config identified python-client-demo and listed agent assistant, team research-team, and workflow qa-workflow. OpenAPI contained the agent-run, session, memory, knowledge-content, knowledge-search, and evaluation routes.

`01_connect.py`

Status: PASS

Test mode: LIVE

Description: Ran the client against the live server with no central auth.

Observed: Both get_config() and aget_config() connected successfully and printed the same agent, team, and workflow IDs.

`02_run_and_stream.py`

Status: PASS

Test mode: LIVE

Description: Ran one complete response and one typed event stream against the live assistant agent.

Observed: The non-streaming calculator run returned 391. The stream emitted RunStarted, ToolCallStarted, ToolCallCompleted, content, and RunCompleted events, and the calculator returned 42.

`03_sessions_and_memory.py`

Status: PASS

Test mode: LIVE

Description: Ran the full session lifecycle and memory CRUD example, including a model-backed run inside the created session.

Observed: The client created one session and one run, listed and read the session, renamed it, created/read/updated a memory, and deleted both the memory and session during cleanup.

`04_knowledge.py`

Status: PASS

Test mode: LIVE

Description: Ran the full upload, status polling, list, search, and delete lifecycle against the live knowledge base.

Observed: The upload moved from processing to completed, the collection contained one item, and search returned the uploaded AgentOS sentence as its single result. The content item was deleted successfully.

`05_evals.py`

Status: PASS

Test mode: LIVE

Description: Ran accuracy and tool-call reliability evaluations, then listed and fetched their stored results.

Observed: The accuracy evaluation scored 10. The reliability evaluation reported PASSED with multiply in both its passed tool calls and passed argument checks. The API listed two stored evaluations and fetched both by ID.

`06_auth.py`

Status: PASS

Test mode: LIVE

Description: Restarted _server.py with a temporary OS_SECURITY_KEY and ran the authenticated configuration and model calls.

Observed: The unauthenticated request returned HTTP 401. Passing headers={"Authorization": "Bearer <key>"} to aget_config() returned python-client-demo, and the authenticated agent run returned a successful one-sentence confirmation.