Pinecone
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The Pinecone component reads and writes to Pinecone vector stores using an instance of PineconeVectorStore.
For more information, see the following:
1. Hidden parameters
2. Search results output
3. Vector store instances
4. Pinecone documentation
Pinecone parameters
Name | Type | Description |
---|---|---|
index_name | String | Input parameter. The name of the Pinecone index. |
namespace | String | Input parameter. The namespace for the index. |
distance_strategy | String | Input parameter. The strategy for calculating distance between vectors. |
pinecone_api_key | SecretString | Input parameter. The API key for Pinecone. |
text_key | String | Input parameter. The key in the record to use as text. |
search_query | String | Input parameter. The query for similarity search. |
ingest_data | Data | Input parameter. The data to be ingested into the vector store. |
embedding | Embeddings | Input parameter. The embedding function to use. |
number_of_results | Integer | Input parameter. The number of results to return in search. |