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Improved wording to match closer to the actual functionality
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README.md

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@@ -57,7 +57,7 @@ The following environment variables are required to run the application:
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- `COLLECTION_NAME`: (Optional) The name of the collection in the vector store. Default value is "testcollection".
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- `CHUNK_SIZE`: (Optional) The size of the chunks for text processing. Default value is "1500".
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- `CHUNK_OVERLAP`: (Optional) The overlap between chunks during text processing. Default value is "100".
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- `RAG_USE_FULL_CONTEXT`: (Optional) Set to "True" to fetch entire context of the files uploaded. Default value is "false" which means it fetches only the top 4 results (top_k=4) of the file.
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- `RAG_USE_FULL_CONTEXT`: (Optional) Set to "True" to fetch entire context of the file(s) uploaded/referenced into the conversation. Default value is "false" which means it fetches only the top 4 results (top_k=4) of the file based on the user's message.
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- `RAG_UPLOAD_DIR`: (Optional) The directory where uploaded files are stored. Default value is "./uploads/".
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- `PDF_EXTRACT_IMAGES`: (Optional) A boolean value indicating whether to extract images from PDF files. Default value is "False".
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- `DEBUG_RAG_API`: (Optional) Set to "True" to show more verbose logging output in the server console, and to enable postgresql database routes

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