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Update README.md
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bhaskatripathi authored Mar 7, 2023
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Expand Up @@ -17,9 +17,9 @@ This pipeline allows users to input a URL to a PDF document, preprocess the text

```mermaid
flowchart TB
A[Input] -- URL --> B[Download PDF]
A -- PDF --> C[Load PDF]
B --> D[Load PDF]
A[Input] --> B[URL]
A -- Upload File manually --> C[Parse PDF]
B --> D[Parse PDF] -- Preprocess --> E[Dynamic Text Chunks]
C -- Preprocess --> E[Dynamic Text Chunks]
E --Fit-->F[Semantic Search with Deep Averaging Network Encoder on each chunk]
F -- Query --> G[Get Top Results]
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