Update README.md

end-to-end-use-cases/research_paper_analyzer/README.md

@@ -23,9 +23,11 @@ pip install -r requirements.txt
 2. Run the application:
 
 ```
-python research-analyzer.py
+python research_analyzer.py
 ```
 
+3. Open the gradio interface on localhost in the browser. 
+
 3. Provide a paper url such as https://arxiv.org/abs/2305.11135
 
 4. Press "Ingest", wait for paper to be processed and ask questions about it