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Problem
When connecting to multiple indexes using the same Pinecone instance, the connections for each index are cached in a ConcurrentHashMap called connectionsMap, which maps an indexName to its corresponding PineconeConnection. However, after establishing connections for multiple indexes, all entries in the map incorrectly point to the most recently created PineconeConnection instead of maintaining separate connections for each index.
Solution
When assigning a host to the PineconeConfig object, which is passed as input for establishing a gRPC connection, create a new PineconeConfig instance instead of modifying the existing one. Otherwise, all connection objects stored in the connectionsMap will share the same PineconeConfig instance, causing them to reference the most recently created PineconeConnection instead of maintaining separate configurations for each index.
Type of Change
Test Plan
Added integration test.