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13 changes: 8 additions & 5 deletions docs_ai_backend/src/utils/populateDB.js
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ import { createClient } from "@libsql/client";
import { LibSQLVectorStore } from "@langchain/community/vectorstores/libsql";
import { SitemapLoader } from "@langchain/community/document_loaders/web/sitemap";
import path from "node:path";
import { fileURLToPath } from "node:url";


const openAIEmbeddings = new OpenAIEmbeddings({
Expand All @@ -27,11 +28,14 @@ const openAIEmbeddings = new OpenAIEmbeddings({
}
);

const __dirname = path.dirname(fileURLToPath(import.meta.url));
const smartContractsPath = path.resolve(__dirname, "../../../smart-contracts/contracts");

const loadUrl = async (url) => {
const loader = new CheerioWebBaseLoader(url);
const docs = await loader.load();
return docs;
}
};

export const populateDB = async () => {
const db = createClient({
Expand Down Expand Up @@ -68,9 +72,8 @@ export const populateDB = async () => {
const doc = await loadUrl(element.loc);
docs = docs.concat(doc);
}
const contractsLoader = new DirectoryLoader(
path.resolve("../../../node_modules/@nilfoundation/smart-contracts/contracts"), {
".sol": (path) => new TextLoader(path)
const contractsLoader = new DirectoryLoader(smartContractsPath, {
".sol": (path) => new TextLoader(path),
});
const contractDocs = await contractsLoader.load();
const textSplitter = new RecursiveCharacterTextSplitter({
Expand All @@ -84,4 +87,4 @@ export const populateDB = async () => {

await vectorStore.addDocuments(splits);
console.log("Documents added");
}
};