C-07 Session Manager
Brick C: Agents, autonomy, execution. French version: C-07-session-manager
1. Role and responsibilities
Manages conversational sessions (history, user, channel): PostgreSQL for durability, Redis for hot state.
- Create, list, delete sessions
- Append and read messages
- Expire according to the retention policy (E-12)
2. Position in the architecture and interactions
- Callers: Channel Gateway (D-13), portal, SDK, Agent Runtime.
- Execution path: Synchronous.
- Every interaction goes through the Control Plane API v1 (
/v1) behind the API Gateway (D-14).
3. Open source component and developed part
- Open source: PostgreSQL, Redis
- Developed: Session model, write-through Redis cache.
- External integration through an adapter
eai/integrations/<system>.pywith an in-process fallback when the URL is not configured.
4. Data model
Tables (schema eai, tenant_id RLS):
eai.sessionseai.session_messages
Common columns: id uuid, tenant_id uuid NOT NULL, created_at, updated_at; RLS policy current_setting('app.tenant_id', true)::uuid.
5. Contract
- Applied contract: execution-contract (session_id), memory-contract (scope session)
- JSON Schema:
contracts/v1/execution-contract.schema.json,contracts/v1/memory-contract.schema.json - Key fields:
session_id, channel, user_id, ttl - Validation:
POST /v1/contracts/{name}/validate; manifest apply:POST /v1/manifests/apply.
6. API endpoints
GET /v1/sessionsPOST /v1/sessionsGET /v1/sessions/{id}DELETE /v1/sessions/{id}POST /v1/sessions/{id}/messagesGET /v1/sessions/{id}/messages
Request POST /v1/sessions/{id}/messages:
{
"role": "user",
"content": "Hello, where is my order?"
}
Response:
{
"message_id": "smsg_12",
"session_id": "ses_7f2",
"seq": 5
}
7. SDK examples
Python:
from enterprise_ai import EnterpriseAI
client = EnterpriseAI(base_url="<control-plane-url>", api_key="eai_xxx_secret")
s = client.sessions.create(agent_id="agt_support")
client.sessions.post_message(s.id, role="user", content="Hello")
TypeScript:
import { EnterpriseAI } from "@enterprise-ai/sdk";
const client = new EnterpriseAI({ baseUrl: "<control-plane-url>", apiKey: process.env.EAI_API_KEY });
const s = await client.sessions.create({ agent_id: "agt_support" });
Java:
EnterpriseAIClient client = EnterpriseAIClient.builder()
.baseUrl("<control-plane-url>")
.apiKey(System.getenv("EAI_API_KEY"))
.build();
JsonNode s = client.sessions().create(Map.of("agent_id", "agt_support"));
Go:
c, _ := eai.NewClient(eai.WithBaseURL("<control-plane-url>"), eai.WithAPIKey(os.Getenv("EAI_API_KEY")))
s, _ := c.Sessions.Create(ctx, map[string]any{"agent_id": "agt_support"})
8. Configuration
- Environment variables:
EAI_DATABASE_URL - Helm values keys:
redis.enabled
9. Security controls
- Session bound to the principal; read by another user forbidden
- DLP on inbound messages
- Every request carries the tenant resolved from the credential; PostgreSQL RLS
- Every mutation and policy decision writes a hash-chained audit event
10. Observability
- Prometheus metrics:
eai_sessions_active,eai_session_messages_total - Traces: OpenTelemetry spans with GenAI semantic conventions (
gen_ai.operation.name,gen_ai.agent.id,gen_ai.tool.name), attributeseai.tenant_id,eai.run_id,traceparentpropagation. - Audit actions:
session.create,session.delete
11. FinOps units
- Message storage, Redis cache.
- Emitted as Usage Event (
POST /v1/finops/usage) with tenant, project, agent and run.
12. Failure modes and resilience
- Redis down: direct PostgreSQL read
- Monotonic sequence number
- Normalized errors (error envelope, message_i18n en/fr)
13. Standalone adoption (client of a client)
- enterprise_ai.agent + PostgreSQL (Redis optional).
- SDK:
enterprise_ai.agent(AgentsClient,RunsClient,SessionsClient) - Minimal deployment: Helm chart with
controlPlane.enabled=trueand PostgreSQL; disabled external components use their in-process fallback.
14. Acceptance tests
- Message order preserved
- DELETE erases messages and cache
- Cross-tenant access refused
- Error returned in fr with Accept-Language: fr