Merge pull request #49 from karimmohraz/patch-3

refine-grounding

Author: helenaaaaaaaaaa

docs/sap-ai-core/grounding-454c558.md

@@ -6,9 +6,9 @@ Grounding integrates external, contextually relevant, domain-specific, or real-t
 
 Grounding is a service designed to handle data-related tasks, such as grounding and retrieval, using vector databases. It provides specialized data retrieval through these databases, grounding the retrieval process with your own external and context-relevant data. Grounding combines generative AI capabilities with the ability to use real-time, precise data to improve decision-making and business operations for specific AI-driven business solutions.
 
-Grounding converts user provided documents into a vector reprentations which are stored as a database. The indexing pipeline preprocesses unstructured and semi structured data into chunks and embeddings. For more information, see [Pipeline API](pipeline-api-a9badce.md) and [Vector API](vector-api-0358c5c.md).
+Grounding converts user provided documents into vector reprentations which are stored as a database. The indexing pipeline preprocesses unstructured and semi structured data into chunks and embeddings. For more information, see [Pipeline API](pipeline-api-a9badce.md) and [Vector API](vector-api-0358c5c.md).
 
-The retrieval pipeline takes incoming user queries and converts into vector representations. The query vectors are used to search the database and retrieva relevant information. For more information, see [Retrieval API](retrieval-api-a27f4ad.md).
+The retrieval pipeline takes incoming user queries and converts them into vector representations. The query vectors are used to search the database and retrieva relevant information. For more information, see [Retrieval API](retrieval-api-a27f4ad.md).
 
 The Pipeline API is compatible with the following data repositories: