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Expand Up @@ -8,7 +8,7 @@
"## Pinecone Vector Database Semantic Search Example\n",
"\n",
"This is a simple Semantic Search applicaiton using Pinecone vector database\n",
"to store embeddings. Pinecode offers a free starter-index as a community edition.\n",
"to store embeddings. Pinecone offers a free starter-index as a community edition.\n",
"Actually, it's not that bad, as it allows you to index 100K vector embeddings.\n",
"\n",
"Only a single index is allowed in the community edition. The diagram below\n",
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