aionis-sdk 0.2.18

Python SDK for Aionis Memory Graph API

aionis-sdk

Python SDK for Aionis Memory Graph API.

Install

pip install aionis-sdk

Usage

import os
from aionis_sdk import AionisClient

client = AionisClient(
    base_url="http://localhost:3001",
    timeout_s=10.0,
    api_key=os.getenv("API_KEY"),           # optional: X-Api-Key
    auth_bearer=os.getenv("AUTH_BEARER"),   # optional: Authorization: Bearer <token>
    admin_token=os.getenv("ADMIN_TOKEN"),   # optional: X-Admin-Token
)

out = client.write(
    {
        "scope": "default",
        "input_text": "python sdk write",
        "auto_embed": False,
        "nodes": [{"client_id": "py_evt_1", "type": "event", "text_summary": "hello python sdk"}],
        "edges": [],
    }
)

print(out["status"], out["request_id"], out["data"]["commit_id"])

Typed payloads

0.2.0+ exports TypedDict API payloads from aionis_sdk.types:

from aionis_sdk import AionisClient
from aionis_sdk.types import ToolsFeedbackInput, ToolsSelectInput

client = AionisClient(base_url="http://localhost:3001")

select_payload: ToolsSelectInput = {
    "scope": "default",
    "run_id": "run_001",
    "context": {"intent": "json", "provider": "minimax", "tool": {"name": "curl"}},
    "candidates": ["curl", "bash"],
    "strict": True,
}
select_out = client.tools_select(select_payload)
decision_id = (select_out.get("data") or {}).get("decision", {}).get("decision_id")

feedback_payload: ToolsFeedbackInput = {
    "scope": "default",
    "run_id": "run_001",
    "decision_id": decision_id,
    "outcome": "positive",
    "context": {"intent": "json", "provider": "minimax", "tool": {"name": "curl"}},
    "candidates": ["curl", "bash"],
    "selected_tool": "curl",
}
client.tools_feedback(feedback_payload)
client.tools_run({"scope": "default", "run_id": "run_001"})

Auth Options

1. api_key: sends X-Api-Key.
2. auth_bearer: sends Authorization: Bearer <token>.
3. admin_token: sends X-Admin-Token (debug/admin flows).

Covered methods

1. write
2. recall
3. recall_text
4. context_assemble
5. planning_context
6. find
7. create_session
8. write_event
9. list_session_events
10. pack_export
11. pack_import
12. archive_rehydrate
13. nodes_activate
14. handoff_store
15. handoff_recover
16. sandbox_create_session
17. sandbox_execute
18. sandbox_run_get
19. sandbox_run_logs
20. sandbox_run_artifact
21. sandbox_run_cancel
22. rules_evaluate
23. rules_state
24. tools_select
25. tools_decision
26. tools_run
27. tools_feedback
28. feedback
29. replay_run_start
30. replay_step_before
31. replay_step_after
32. replay_run_end
33. replay_run_get
34. replay_playbook_compile_from_run
35. replay_playbook_get
36. replay_playbook_candidate
37. replay_playbook_promote
38. replay_playbook_repair
39. replay_playbook_repair_review
40. replay_playbook_run
41. replay_playbook_dispatch
42. automation_create
43. automation_get
44. automation_list
45. automation_telemetry
46. automation_assign_reviewer
47. automation_promote
48. automation_validate
49. automation_graph_validate
50. automation_shadow_report
51. automation_shadow_review
52. automation_shadow_validate
53. automation_shadow_validate_dispatch
54. automation_compensation_policy_matrix
55. automation_run
56. automation_run_get
57. automation_run_list
58. automation_run_assign_reviewer
59. automation_run_cancel
60. automation_run_approve_repair
61. automation_run_compensation_retry
62. automation_run_compensation_assign
63. automation_run_compensation_record_action
64. automation_run_resume
65. automation_run_reject_repair
66. health
67. get_capability_contract

Admin/control methods (require admin_token):

1. control_upsert_tenant, control_list_tenants, control_upsert_project
2. control_create_api_key, control_list_api_keys, control_list_stale_api_keys, control_revoke_api_key, control_rotate_api_key
3. control_create_alert_route, control_list_alert_routes, control_update_alert_route_status, control_list_alert_deliveries
4. control_enqueue_incident_publish_job, control_list_incident_publish_jobs, control_replay_incident_publish_jobs
5. control_upsert_tenant_quota, control_get_tenant_quota, control_delete_tenant_quota
6. control_upsert_sandbox_budget, control_get_sandbox_budget, control_delete_sandbox_budget, control_list_sandbox_budgets
7. control_list_audit_events, control_get_tenant_dashboard, control_get_tenant_diagnostics
8. control_get_tenant_incident_publish_rollup, control_get_tenant_incident_publish_slo, control_get_tenant_timeseries, control_get_tenant_key_usage

Error model

1. AionisApiError: API returned non-2xx response.
2. AionisNetworkError: request timeout/network failure.

Capability-aware helpers:

1. is_backend_capability_unsupported_error(err)
2. parse_backend_capability_error_details(err.details)
3. is_shadow_dual_write_strict_failure_error(err)
4. parse_shadow_dual_write_strict_failure_details(err.details)

from aionis_sdk import AionisApiError, is_backend_capability_unsupported_error

try:
    client.pack_export({"scope": "default"})
except Exception as err:
    if is_backend_capability_unsupported_error(err):
        print(err.details.get("capability"), err.details.get("failure_mode"))
    elif isinstance(err, AionisApiError):
        print(err.code, str(err))

Smoke

set -a; source .env; set +a
npm run sdk:py:smoke

Build check (repo local)

npm run sdk:py:compile
npm run sdk:py:release-check