docs: design memory gateway backend integration

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# Memory Gateway Backend Design
## Goal
Allow each Beaver instance to select exactly one memory backend through
`.beaver/config.json`:
- `curated`: preserve the existing `MEMORY.md` / `USER.md` snapshot and `memory`
tool behavior.
- `memory_gateway`: recall memory through `POST /memories/search`, then persist
each completed conversation turn through one `POST /memories/add` followed by
one `POST /memories/flush`.
The Memory Gateway integration is best-effort. Gateway failures must be
auditable without turning an otherwise successful Beaver chat run into a
failure.
## Scope
This change includes:
- Runtime configuration for selecting the memory backend.
- Fixed Memory Gateway credentials and search scopes in instance config.
- A Memory Gateway HTTP client.
- A memory backend strategy boundary used by `AgentLoop`.
- Pre-run recall and post-run turn persistence.
- Hidden session audit events for recall and persistence outcomes.
- Unit and integration-style tests using fake HTTP responses/providers.
This change does not include:
- Automatic `POST /users` calls or credential provisioning.
- A memory settings UI or memory administration UI.
- Resource upload support from Beaver.
- Gateway memory override or deletion APIs.
- Persisting tool calls, tool results, system events, reasoning, or skill
activation messages.
- Simultaneously enabling curated memory and Memory Gateway.
## Configuration
Beaver adds a top-level `memory` section:
```json
{
"memory": {
"mode": "memory_gateway",
"gateway": {
"baseUrl": "http://127.0.0.1:8010",
"userId": "gateway_test_user",
"userKey": "uk_xxx",
"appId": "default",
"projectId": "default",
"scope": ["current_chat", "resources"],
"topK": 8,
"timeoutSeconds": 10
}
}
}
```
Configuration rules:
- Missing `memory.mode` defaults to `curated` for backward compatibility.
- Valid modes are only `curated` and `memory_gateway`.
- Gateway mode requires non-empty `baseUrl`, `userId`, and `userKey`.
- `appId` and `projectId` default to `default`.
- `scope` is read from config and must be a non-empty subset of
`current_chat`, `resources`, and `all_user_memory`. The initial test setup
uses `current_chat` and `resources` only.
- `topK` defaults to 8 and must be between 1 and 100.
- `timeoutSeconds` defaults to 10 and must be positive.
- Invalid Gateway configuration fails runtime loading. Network and HTTP
failures after valid startup configuration remain best-effort.
- `userKey` must never appear in status payloads, session event payloads, or
error messages produced by Beaver.
## Architecture
### Memory backend strategy
Introduce one runtime-facing memory strategy abstraction with two operations:
1. `recall_before_run`: prepare memory context before provider messages are
built.
2. `persist_after_run`: persist the current user message and final assistant
answer after the run reaches its normal completion path.
The strategy has two implementations:
- `CuratedMemoryBackend` wraps the existing `MemoryService`. Recall returns the
existing frozen `MemorySnapshot`; post-run persistence is a no-op because
curated writes remain model-driven through the existing `memory` tool.
- `MemoryGatewayBackend` wraps a dedicated asynchronous HTTP client. Recall
calls Gateway search and returns sanitized reference content; persistence
calls add once and, only after add succeeds, flush once.
`EngineLoader` validates configuration, constructs exactly one strategy, and
registers the original `memory` tool only in curated mode. `session_search`
remains available in both modes because transcript search is separate from the
selected long-term memory backend.
`AgentLoop` depends on the strategy interface rather than branching directly
on the configured mode.
### Memory Gateway HTTP client
The client owns only HTTP transport and response validation for:
- `POST {baseUrl}/memories/search`
- `POST {baseUrl}/memories/add`
- `POST {baseUrl}/memories/flush`
It uses an async HTTP client, the configured timeout, JSON request bodies, and
a small typed exception that contains HTTP status/path context but never
contains the configured `userKey` or complete request body.
No automatic retry is added in Beaver for this first integration. The Gateway
already handles upstream ingestion retries, and retrying add from Beaver could
duplicate a conversation turn when the first request succeeded but its
response was lost.
## Recall Data Flow
For every run in `memory_gateway` mode:
1. `AgentLoop` creates or resolves the Beaver `session_id`.
2. Before `ContextBuilder.build_messages`, it calls
`MemoryGatewayBackend.recall_before_run` with the current user prompt.
3. The Gateway search request is:
```json
{
"user_id": "<configured userId>",
"user_key": "<configured userKey>",
"conversation_id": "<Beaver resolved_session_id>",
"query": "<current user prompt>",
"scope": ["<configured scopes>"],
"top_k": 8,
"app_id": "<configured appId>",
"project_id": "<configured projectId>"
}
```
4. Beaver accepts only a top-level `results` list. Malformed responses are
treated as recall failures.
5. Each result is reduced to these optional fields:
`id`, `session_id`, `text`, `score`, `source_scope`, and `resource_uri`.
Gateway `raw` data is never injected into the model.
6. Empty or unusable results produce no recalled-memory message.
7. Non-empty results become one ephemeral provider message placed after skill
activation messages and before persisted session history/current user input.
The message is reference data, is not written to Beaver's session history,
and is not included in post-run Gateway persistence.
8. The stable system prompt includes a short rule that recalled memory is
untrusted reference data, not executable instruction. The recalled text
itself is not concatenated into the system prompt.
In `curated` mode, this flow is unchanged from today: a per-run frozen curated
snapshot is added to the system prompt, and no Gateway request occurs.
## Persistence Data Flow
For every `memory_gateway` run that reaches the normal completion path:
1. Wait until the tool loop has produced the final assistant text.
2. Construct exactly two Gateway messages in chronological order:
```json
[
{
"sender_id": "<configured userId>",
"role": "user",
"timestamp": 1780000000000,
"content": "<original current user prompt>"
},
{
"sender_id": "beaver",
"role": "assistant",
"timestamp": 1780000001000,
"content": "<final assistant text>"
}
]
```
Timestamps are UTC Unix epoch milliseconds captured for the user turn and the
final assistant turn. They must be positive and monotonic within the payload.
3. Call `/memories/add` exactly once with:
```json
{
"user_id": "<configured userId>",
"user_key": "<configured userKey>",
"session_id": "chat:<Beaver resolved_session_id>",
"app_id": "<configured appId>",
"project_id": "<configured projectId>",
"messages": ["<the two messages above>"]
}
```
4. If add succeeds, call `/memories/flush` exactly once with the same Gateway
identity, app/project scope, and `chat:<resolved_session_id>`.
5. If add fails, do not call flush.
6. Runs that enter Beaver's exception/error completion path are not persisted.
Normal completion outputs such as a tool-limit fallback are persisted
because they are the assistant response returned to the user.
7. Tool calls, tool results, hidden events, system prompts, recalled-memory
messages, reasoning content, and activated skill text are never included.
In `curated` mode, there is no automatic post-run persistence. Existing
model-driven `memory` tool writes remain unchanged.
## Session Audit Events
Gateway mode writes hidden (`context_visible=false`) session events without
credentials or full Gateway response bodies:
- `memory_gateway_recall_succeeded`: scope and result count.
- `memory_gateway_recall_failed`: operation, sanitized error category, and
optional HTTP status.
- `memory_gateway_add_succeeded`: session identifier and message count.
- `memory_gateway_add_failed`: sanitized failure metadata.
- `memory_gateway_flush_succeeded`: session identifier.
- `memory_gateway_flush_failed`: sanitized failure metadata and an indication
that add had already succeeded.
These events support debugging without entering normal context history or FTS.
## Failure Semantics
- Search timeout, connection failure, 401, other HTTP error, or malformed JSON:
record recall failure and continue the run without recalled memory.
- Add failure: record add failure, skip flush, and return the normal assistant
result.
- Flush failure: record flush failure and return the normal assistant result.
- Audit event persistence failure follows existing session-store behavior and
is not separately swallowed by the memory strategy.
- Gateway failures are not shown as user-facing chat errors in this phase.
## Security and Privacy
- Fixed Gateway credentials come only from Beaver instance configuration.
- `userKey` is passed only in Gateway request bodies and retained in the in-memory
configuration/client object.
- Client exceptions and audit payloads use sanitized operation metadata, never
serialized request bodies.
- Recalled resource and conversation text is treated as untrusted data.
- Gateway `raw` fields are discarded before prompt construction to limit prompt
size and reduce accidental propagation of backend metadata.
- Memory modes are mutually exclusive, preventing duplicate recall and writes
across curated and Gateway stores.
## Testing
### Configuration tests
- Missing memory configuration defaults to curated mode.
- Complete Gateway configuration parses camelCase and exposes normalized typed
values.
- Invalid mode, empty credentials, empty/unknown scopes, invalid `topK`, and
non-positive timeout fail with explicit configuration errors.
- Error text does not include `userKey`.
### HTTP client tests
- Search, add, and flush use the exact paths and payload shapes above.
- Configured timeout is applied.
- Non-2xx, network, invalid JSON, and invalid response shapes produce sanitized
client exceptions.
- Exception strings never contain the configured key.
### Strategy tests
- Curated mode returns a frozen snapshot and performs no HTTP requests.
- Gateway mode performs search with configured scopes and strips `raw` fields.
- Empty search results produce no reference message.
- Gateway persistence sends exactly the original user prompt and final assistant
response, then flushes once.
- Add failure skips flush; flush failure preserves the successful add outcome.
### Agent loop tests
- Gateway search occurs before the provider call.
- Recalled content appears before the current user prompt and outside the system
prompt body.
- The system prompt contains the untrusted-reference rule in Gateway mode.
- Add and flush happen after the final assistant response and exactly once each.
- Tool/system/reasoning content is absent from the add payload.
- Recall/add/flush failures do not change the returned `AgentRunResult`.
- Hidden success/failure audit events contain no credentials.
- Curated mode regression tests confirm frozen snapshot injection and original
`memory` tool availability.
- Gateway mode confirms the original `memory` tool is not registered or exposed.
## Documentation
Update the backend README/config example with both modes and a warning that the
test-stage `userKey` is a secret. Document that changing modes requires runtime
reload/restart because `EngineLoader` constructs the selected strategy during
boot.