BREAKING CHANGE: Removed getAllNouns() and getAllVerbs() from StorageAdapter interface These methods could cause expensive full scans on cloud storage (S3/R2) leading to high costs and performance issues. Replaced with safe paginated methods. Changes: - Remove getAllNouns/getAllVerbs from StorageAdapter interface and implementations - Add internal optimization methods for intelligent preloading when safe - Fix OPFS storage file naming consistency (.json extension) - Fix S3 high-volume mode detection thresholds (was too aggressive) - Fix TypeScript compilation errors with async methods - Update all tests to use paginated methods Performance: - Add smart dataset size detection for automatic optimization - Maintain all internal performance optimizations through safe preloading - Only preload data in read-only mode or when dataset is small (<10k entities) Fixes: - Fix intelligent verb scoring tests metadata structure - Fix S3 storage getVerbsBySource/Target/Type methods - Fix memory usage in search operations using pagination Docs: - Add comprehensive storage architecture documentation - Document known bash redirection issue - Update README with architecture doc link All affected tests passing |
||
|---|---|---|
| .. | ||
| conduitAugmentations.ts | ||
| cortexSense.ts | ||
| intelligentVerbScoring.ts | ||
| memoryAugmentations.ts | ||
| README.md | ||
| serverSearchAugmentations.ts | ||
Brainy Augmentations
This directory contains the augmentation implementations for Brainy. Augmentations are pluggable components that extend Brainy's functionality in various ways.
Available Augmentations
Conduit Augmentations
Conduit augmentations provide data synchronization between Brainy instances.
WebSocketConduitAugmentation
A conduit augmentation that syncs Brainy instances using WebSockets. This is used for syncing between browsers and servers, or between servers.
import { createConduitAugmentation, augmentationPipeline } from '@soulcraft/brainy'
// Create a WebSocket conduit augmentation
const wsConduit = await createConduitAugmentation('websocket', 'my-websocket-sync')
// Register the augmentation with the pipeline
augmentationPipeline.register(wsConduit)
// Connect to another Brainy instance
const connectionResult = await wsConduit.establishConnection(
'wss://your-websocket-server.com/brainy-sync',
{ protocols: 'brainy-sync' }
)
WebRTCConduitAugmentation
A conduit augmentation that syncs Brainy instances using WebRTC. This is used for direct peer-to-peer syncing between browsers.
import { createConduitAugmentation, augmentationPipeline } from '@soulcraft/brainy'
// Create a WebRTC conduit augmentation
const webrtcConduit = await createConduitAugmentation('webrtc', 'my-webrtc-sync')
// Register the augmentation with the pipeline
augmentationPipeline.register(webrtcConduit)
// Connect to a peer
const connectionResult = await webrtcConduit.establishConnection(
'peer-id-to-connect-to',
{
signalServerUrl: 'wss://your-signal-server.com',
localPeerId: 'my-peer-id',
iceServers: [{ urls: 'stun:stun.l.google.com:19302' }]
}
)
ServerSearchConduitAugmentation
A specialized conduit augmentation that provides functionality for searching a server-hosted Brainy instance and storing results locally. This allows you to:
- Search a server-hosted Brainy instance from a browser
- Store the search results in a local Brainy instance
- Perform further searches against the local instance without needing to query the server again
- Add data to both local and server instances
import {
ServerSearchConduitAugmentation,
createServerSearchAugmentations,
augmentationPipeline
} from '@soulcraft/brainy'
// Using the factory function (recommended)
const { conduit, activation, connection } = await createServerSearchAugmentations(
'wss://your-brainy-server.com/ws',
{ protocols: 'brainy-sync' }
)
// Register the augmentations with the pipeline
augmentationPipeline.register(conduit)
augmentationPipeline.register(activation)
// Search the server and store results locally
const serverSearchResult = await conduit.searchServer(
connection.connectionId,
'your search query',
5 // limit
)
// Search the local instance
const localSearchResult = await conduit.searchLocal('your search query', 5)
// Perform a combined search (local first, then server if needed)
const combinedSearchResult = await conduit.searchCombined(
connection.connectionId,
'your search query',
5
)
// Add data to both local and server
const addResult = await conduit.addToBoth(
connection.connectionId,
'Text to add',
{ /* metadata */ }
)
Activation Augmentations
Activation augmentations dictate how Brainy initiates actions, responses, or data manipulations.
ServerSearchActivationAugmentation
An activation augmentation that provides actions for server search functionality. This works in conjunction with the ServerSearchConduitAugmentation to provide a complete solution for browser-server search.
import {
ServerSearchActivationAugmentation,
createServerSearchAugmentations,
augmentationPipeline
} from '@soulcraft/brainy'
// Using the factory function (recommended)
const { conduit, activation, connection } = await createServerSearchAugmentations(
'wss://your-brainy-server.com/ws',
{ protocols: 'brainy-sync' }
)
// Register the augmentations with the pipeline
augmentationPipeline.register(conduit)
augmentationPipeline.register(activation)
// Use the activation augmentation to search the server
const serverSearchAction = activation.triggerAction('searchServer', {
connectionId: connection.connectionId,
query: 'your search query',
limit: 5
})
if (serverSearchAction.success) {
// The data property contains a promise that will resolve to the search results
const serverSearchResult = await serverSearchAction.data
console.log('Server search results:', serverSearchResult)
}
// Other available actions:
// - 'connectToServer': Connect to a server
// - 'searchLocal': Search the local instance
// - 'searchCombined': Search both local and server
// - 'addToBoth': Add data to both local and server
Using the Augmentation Pipeline
The augmentation pipeline provides a way to execute augmentations based on their type.
import { augmentationPipeline } from '@soulcraft/brainy'
// Execute a conduit augmentation
const conduitResults = await augmentationPipeline.executeConduitPipeline(
'methodName',
[arg1, arg2, ...],
{ /* options */ }
)
// Execute an activation augmentation
const activationResults = await augmentationPipeline.executeActivationPipeline(
'methodName',
[arg1, arg2, ...],
{ /* options */ }
)
Creating Custom Augmentations
To create a custom augmentation, implement one of the augmentation interfaces:
ISenseAugmentation: For processing raw dataIConduitAugmentation: For data synchronizationICognitionAugmentation: For reasoning and inferenceIMemoryAugmentation: For data storageIPerceptionAugmentation: For data interpretation and visualizationIDialogAugmentation: For natural language processingIActivationAugmentation: For triggering actions
Example:
import { AugmentationType, IActivationAugmentation } from '@soulcraft/brainy'
class MyCustomActivation implements IActivationAugmentation {
readonly
name = 'my-custom-activation'
readonly
description = 'My custom activation augmentation'
enabled = true
getType(): AugmentationType {
return AugmentationType.ACTIVATION
}
async initialize(): Promise<void> {
// Initialization code
}
async shutDown(): Promise<void> {
// Cleanup code
}
async getStatus(): Promise<'active' | 'inactive' | 'error'> {
return 'active'
}
triggerAction(actionName: string, parameters
?:
Record<string, unknown>
):
AugmentationResponse<unknown> {
// Implementation
}
generateOutput(knowledgeId: string, format: string): AugmentationResponse<string | Record<string, unknown
>> {
// Implementation
}
interactExternal(systemId
:
string, payload
:
Record < string, unknown >
):
AugmentationResponse < unknown > {
// Implementation
}
}