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125 changes: 124 additions & 1 deletion bun.lock

Large diffs are not rendered by default.

1 change: 1 addition & 0 deletions package.json
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@
"@ai-sdk/google": "^2.0.49",
"@ai-sdk/openai": "^2.0.88",
"@getzep/zep-cloud": "^3.13.0",
"@memvid/sdk": "^2.0.146",
"ai": "^5.0.115",
"drizzle-orm": "^0.45.1",
"mem0ai": "^2.1.38",
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4 changes: 3 additions & 1 deletion src/providers/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -3,11 +3,13 @@ import type { ConcurrencyConfig } from "../types/concurrency"
import { SupermemoryProvider } from "./supermemory"
import { Mem0Provider } from "./mem0"
import { ZepProvider } from "./zep"
import { MemVidProvider } from "./memvid"

const providers: Record<ProviderName, new () => Provider> = {
supermemory: SupermemoryProvider,
mem0: Mem0Provider,
zep: ZepProvider,
memvid: MemVidProvider,
}

export function createProvider(name: ProviderName): Provider {
Expand Down Expand Up @@ -35,4 +37,4 @@ export function getProviderInfo(name: ProviderName): {
}
}

export { SupermemoryProvider, Mem0Provider, ZepProvider }
export { SupermemoryProvider, Mem0Provider, ZepProvider, MemVidProvider }
136 changes: 136 additions & 0 deletions src/providers/memvid/index.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,136 @@
import { create, open } from "@memvid/sdk"
import fs from "fs/promises"
import path from "path"
import type {
Provider,
ProviderConfig,
IngestOptions,
IngestResult,
SearchOptions,
IndexingProgressCallback,
} from "../../types/provider"
import type { UnifiedSession } from "../../types/unified"
import { logger } from "../../utils/logger"

const DATA_DIR = path.join(process.cwd(), "data", "memvid")

export class MemVidProvider implements Provider {
name = "memvid"

private instances = new Map<string, Promise<any>>()

concurrency = {
default: 50,
}


async initialize(_config: ProviderConfig): Promise<void> {
try {
await fs.mkdir(DATA_DIR, { recursive: true })
logger.info(`Initialized MemVid provider. Data directory: ${DATA_DIR}`)
} catch (e) {
logger.error(`Failed to create data directory: ${e}`)
throw e
}
}

private getFilePath(containerTag: string): string {
const filename = containerTag.replace(/[^a-z0-9-]/gi, "_") + ".mv2"
return path.join(DATA_DIR, filename)
}

private async getMem(containerTag: string): Promise<any> {
if (this.instances.has(containerTag)) {
return this.instances.get(containerTag)
}

const promise = (async () => {
const filePath = this.getFilePath(containerTag)
try {
await fs.access(filePath)
return await open(filePath, "basic", { readOnly: false })
} catch {
return await create(filePath)
}
})()

this.instances.set(containerTag, promise)

try {
return await promise
} catch (e) {
this.instances.delete(containerTag)
throw e
}
}

async ingest(sessions: UnifiedSession[], options: IngestOptions): Promise<IngestResult> {
const mem = await this.getMem(options.containerTag)
const documentIds: string[] = []

try {
for (const session of sessions) {
for (const message of session.messages) {
const text = `${message.role.toUpperCase()}: ${message.content}`

await mem.put({
text,
tags: [options.containerTag, session.sessionId],
metadata: {
sessionId: session.sessionId,
role: message.role,
timestamp: session.metadata?.date
},
})
documentIds.push(`${session.sessionId}-${Date.now()}-${Math.random()}`)
}
}

await mem.seal()
} catch (e) {
logger.error(`MemVid ingest error: ${e}`)
throw e
}

return { documentIds }
}

async awaitIndexing(
result: IngestResult,
_containerTag: string,
onProgress?: IndexingProgressCallback
): Promise<void> {
onProgress?.({
completedIds: result.documentIds,
failedIds: [],
total: result.documentIds.length
})
}

async search(query: string, options: SearchOptions): Promise<unknown[]> {
const mem = await this.getMem(options.containerTag)

const results = await mem.find(query, {
k: options.limit || 10,
})

return results.hits.map((h: any) => ({
content: h.text,
score: h.score,
metadata: h.metadata
}))
}

async clear(containerTag: string): Promise<void> {
this.instances.delete(containerTag)

const filePath = this.getFilePath(containerTag)
try {
await fs.unlink(filePath)
logger.info(`Deleted memory file: ${filePath}`)
} catch (e) {
}
}
}

export default MemVidProvider
2 changes: 1 addition & 1 deletion src/types/provider.ts
Original file line number Diff line number Diff line change
Expand Up @@ -47,4 +47,4 @@ export interface Provider {
clear(containerTag: string): Promise<void>
}

export type ProviderName = "supermemory" | "mem0" | "zep"
export type ProviderName = "supermemory" | "mem0" | "zep" | "memvid"
4 changes: 4 additions & 0 deletions src/utils/config.ts
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@ export interface Config {
openaiApiKey: string
anthropicApiKey: string
googleApiKey: string
memvidApiKey: string
}

export const config: Config = {
Expand All @@ -16,6 +17,7 @@ export const config: Config = {
openaiApiKey: process.env.OPENAI_API_KEY || "",
anthropicApiKey: process.env.ANTHROPIC_API_KEY || "",
googleApiKey: process.env.GOOGLE_API_KEY || "",
memvidApiKey: process.env.MEMVID_API_KEY || "local", // No API key needed for local MemVid
}

export function getProviderConfig(provider: string): { apiKey: string; baseUrl?: string } {
Expand All @@ -26,6 +28,8 @@ export function getProviderConfig(provider: string): { apiKey: string; baseUrl?:
return { apiKey: config.mem0ApiKey }
case "zep":
return { apiKey: config.zepApiKey }
case "memvid":
return { apiKey: config.memvidApiKey }
default:
throw new Error(`Unknown provider: ${provider}`)
}
Expand Down