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snapagent_rag_cms_client_document_ingestion_and_vector_search.ts

typescript

Initializes the RagCMS client to ingest content and perform a vector

15d ago26 linessnap-agent/rag-cms
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snapagent_rag_cms_client_document_ingestion_and_vector_search.ts
1import { RagCMS } from '@snap-agent/rag-cms';
2
3async function main() {
4  // Initialize the client
5  const rag = new RagCMS({
6    apiKey: 'your-api-key', // Replace with your actual API key
7    endpoint: 'https://api.snapagent.io'
8  });
9
10  // Example: Ingesting a document
11  await rag.ingest({
12    id: 'doc-1',
13    content: 'SnapAgent RagCMS allows you to build RAG applications quickly.',
14    metadata: { category: 'documentation' }
15  });
16
17  // Example: Performing a search
18  const results = await rag.search({
19    query: 'How do I build RAG applications?',
20    limit: 5
21  });
22
23  console.log('Search Results:', results);
24}
25
26main().catch(console.error);