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2 changes: 1 addition & 1 deletion config/pinecone.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
const PINECONE_INDEX_NAME = 'langchainjsfundamentals';
const PINECONE_INDEX_NAME = 'notion-index';

const PINECONE_NAME_SPACE = 'notion-chatgpt-langchain'; //namespace is optional for your vectors

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4 changes: 2 additions & 2 deletions package.json
Original file line number Diff line number Diff line change
Expand Up @@ -15,11 +15,11 @@
"ingest": "tsx -r dotenv/config scripts/ingest-data.ts"
},
"dependencies": {
"@pinecone-database/pinecone": "0.0.8",
"@pinecone-database/pinecone": "0.0.10",
"@types/glob": "^8.1.0",
"dotenv": "^16.0.3",
"glob": "^9.2.1",
"langchain": "^0.0.22",
"langchain": "^0.0.38",
"next": "13.2.3",
"react": "18.2.0",
"react-dom": "18.2.0"
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15 changes: 12 additions & 3 deletions pages/api/chat.ts
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,13 @@ import { PineconeStore } from 'langchain/vectorstores';
import { openai } from '@/utils/openai-client';
import { pinecone } from '@/utils/pinecone-client';
import { PINECONE_INDEX_NAME, PINECONE_NAME_SPACE } from '@/config/pinecone';
import type { VectorOperationsApi } from "@pinecone-database/pinecone/dist/pinecone-generated-ts-fetch";

interface PineconeLibArgs {
pineconeIndex: VectorOperationsApi;
textKey?: string;
namespace?: string;
}

export default async function handler(
req: NextApiRequest,
Expand All @@ -21,12 +28,14 @@ export default async function handler(
const sanitizedQuestion = question.trim().replaceAll('\n', ' ');

const index = pinecone.Index(PINECONE_INDEX_NAME);
let dbConfig:PineconeLibArgs = {
pineconeIndex: pinecone.Index(PINECONE_INDEX_NAME),
namespace: PINECONE_NAME_SPACE,
};
/* create vectorstore*/
const vectorStore = await PineconeStore.fromExistingIndex(
index,
new OpenAIEmbeddings({}),
'text',
PINECONE_NAME_SPACE, //optional
dbConfig
);

const model = openai;
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