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refactor: knowledge base engine change to libsql

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This commit is contained in:
kangfenmao 2024-12-26 09:59:51 +08:00
parent 77e0c5172e
commit 153e7a9299
9 changed files with 270 additions and 176 deletions
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25
.yarn/patches/@llm-tools-embedjs-libsql-npm-0.1.25-fad000d74c.patch Normal file
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@ -0,0 +1,25 @@
diff --git a/src/libsql-db.js b/src/libsql-db.js
index 58c42e4910bd0e53bc497ff9b9702b1f7a961266..250bc97c50a9b790e8798441d904d040f2d2af43 100644
--- a/src/libsql-db.js
+++ b/src/libsql-db.js
@@ -41,9 +41,9 @@ export class LibSqlDb {
}
async similaritySearch(query, k) {
const statement = `SELECT id, pageContent, uniqueLoaderId, source, metadata,
- vector_distance_cos(vector, vector32('[${query.join(',')}]'))
+ vector_distance_cos(vector, vector32('[${query.join(',')}]')) as distance
FROM ${this.tableName}
- ORDER BY vector_distance_cos(vector, vector32('[${query.join(',')}]')) ASC
+ ORDER BY distance ASC
LIMIT ${k};`;
this.debug(`Executing statement - ${truncateCenterString(statement, 700)}`);
const results = await this.client.execute(statement);
@@ -52,7 +52,7 @@ export class LibSqlDb {
return {
metadata,
pageContent: result.pageContent.toString(),
- score: 1,
+ score: 1 - result.distance,
};
});
}

10
electron.vite.config.ts
View File

@ -20,7 +20,7 @@ export default defineConfig({
'@llm-tools/embedjs-loader-xml',
'@llm-tools/embedjs-loader-pdf',
'@llm-tools/embedjs-loader-sitemap',
'@llm-tools/embedjs-lancedb'
'@llm-tools/embedjs-libsql'
]
}),
...visualizerPlugin('main')
@ -34,9 +34,8 @@ export default defineConfig({
},
build: {
rollupOptions: {
external: ['@lancedb/lancedb']
},
minify: true
external: ['@libsql/client']
}
}
},
preload: {
@ -52,9 +51,6 @@ export default defineConfig({
},
optimizeDeps: {
exclude: []
},
build: {
minify: true
}
}
})

2
package.json
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@ -50,7 +50,7 @@
"@electron-toolkit/utils": "^3.0.0",
"@electron/notarize": "^2.5.0",
"@llm-tools/embedjs": "patch:@llm-tools/embedjs@npm%3A0.1.25#~/.yarn/patches/@llm-tools-embedjs-npm-0.1.25-ec5645cf36.patch",
"@llm-tools/embedjs-lancedb": "^0.1.25",
"@llm-tools/embedjs-libsql": "patch:@llm-tools/embedjs-libsql@npm%3A0.1.25#~/.yarn/patches/@llm-tools-embedjs-libsql-npm-0.1.25-fad000d74c.patch",
"@llm-tools/embedjs-loader-csv": "^0.1.25",
"@llm-tools/embedjs-loader-markdown": "^0.1.25",
"@llm-tools/embedjs-loader-msoffice": "^0.1.25",

17
scripts/build-npm.js
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@ -3,23 +3,20 @@ const { downloadNpmPackage } = require('./utils')
async function downloadNpm(platform) {
if (!platform || platform === 'mac') {
downloadNpmPackage(
'@lancedb/lancedb-darwin-arm64',
'https://registry.npmjs.org/@lancedb/lancedb-darwin-arm64/-/lancedb-darwin-arm64-0.14.0.tgz'
)
downloadNpmPackage(
'@lancedb/lancedb-darwin-x64',
'https://registry.npmjs.org/@lancedb/lancedb-darwin-x64/-/lancedb-darwin-x64-0.14.0.tgz'
'@libsql/darwin-arm64',
'https://registry.npmjs.org/@libsql/darwin-arm64/-/darwin-arm64-0.4.7.tgz'
)
downloadNpmPackage('@libsql/darwin-x64', 'https://registry.npmjs.org/@libsql/darwin-x64/-/darwin-x64-0.4.7.tgz')
}
if (!platform || platform === 'linux') {
downloadNpmPackage(
'@lancedb/lancedb-linux-arm64-gnu',
'https://registry.npmjs.org/@lancedb/lancedb-linux-arm64-gnu/-/lancedb-linux-arm64-gnu-0.14.0.tgz'
'@libsql/libsql-linux-arm64-gnu',
'https://registry.npmjs.org/@libsql/linux-arm64-gnu/-/linux-arm64-gnu-0.4.7.tgz'
)
downloadNpmPackage(
'@lancedb/lancedb-linux-x64-gnu',
'https://registry.npmjs.org/@lancedb/lancedb-linux-x64-gnu/-/lancedb-linux-x64-gnu-0.14.0.tgz'
'@libsql/libsql-linux-x64-gnu',
'https://registry.npmjs.org/@libsql/linux-x64-gnu/-/linux-x64-gnu-0.4.7.tgz'
)
}
}

4
src/main/services/KnowledgeService.ts
View File

@ -3,7 +3,7 @@ import path from 'node:path'
import { LocalPathLoader, RAGApplication, RAGApplicationBuilder, TextLoader } from '@llm-tools/embedjs'
import type { AddLoaderReturn, ExtractChunkData } from '@llm-tools/embedjs-interfaces'
import { LanceDb } from '@llm-tools/embedjs-lancedb'
import { LibSqlDb } from '@llm-tools/embedjs-libsql'
import { MarkdownLoader } from '@llm-tools/embedjs-loader-markdown'
import { DocxLoader, ExcelLoader, PptLoader } from '@llm-tools/embedjs-loader-msoffice'
import { PdfLoader } from '@llm-tools/embedjs-loader-pdf'
@ -44,7 +44,7 @@ class KnowledgeService {
batchSize: 20
})
)
.setVectorDatabase(new LanceDb({ path: path.join(this.storageDir, id) }))
.setVectorDatabase(new LibSqlDb({ path: path.join(this.storageDir, id) }))
.build()
}

2
src/renderer/src/pages/knowledge/KnowledgeContent.tsx
View File

@ -177,7 +177,7 @@ const KnowledgeContent: FC<KnowledgeContentProps> = ({ selectedBase }) => {
return (
<MainContent>
{!base.dimensions && (
{!base?.version && (
<Alert message={t('knowledge_base.not_support')} type="error" style={{ marginBottom: 20 }} showIcon />
)}
<FileSection>

3
src/renderer/src/pages/knowledge/components/AddKnowledgePopup.tsx
View File

@ -82,7 +82,8 @@ const PopupContainer: React.FC<Props> = ({ title, resolve }) => {
dimensions,
items: [],
created_at: Date.now(),
updated_at: Date.now()
updated_at: Date.now(),
version: 1
}
await window.api.knowledgeBase.create(getKnowledgeBaseParams(newBase))

1
src/renderer/src/types/index.ts
View File

@ -208,6 +208,7 @@ export interface KnowledgeBase {
items: KnowledgeItem[]
created_at: number
updated_at: number
version: number
}
export type KnowledgeBaseParams = {

382
yarn.lock
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