From 27fced749ab670b44323dfea759249f5bcab53fe Mon Sep 17 00:00:00 2001 From: manuel busingye Date: Thu, 19 Jun 2025 16:27:43 +0300 Subject: [PATCH] Added Gemini + Fitz pipeline for PA form automation --- .env | 1 + data/Akshay.json | 10 ++++++++++ output/Akshay_filled.pdf | Bin 0 -> 391785 bytes src/fill_form.py | 34 ++++++++++++++++++++++++++++++++++ src/gemini_analysis.py | 37 +++++++++++++++++++++++++++++++++++++ 5 files changed, 82 insertions(+) create mode 100644 .env create mode 100644 data/Akshay.json create mode 100644 output/Akshay_filled.pdf create mode 100644 src/fill_form.py create mode 100644 src/gemini_analysis.py diff --git a/.env b/.env new file mode 100644 index 00000000..238c5e04 --- /dev/null +++ b/.env @@ -0,0 +1 @@ +GOOGLE_API_KEY=AIzaSyBr1SJSG3RHKOTP-lymDuixN2-xcwPW0Gw \ No newline at end of file diff --git a/data/Akshay.json b/data/Akshay.json new file mode 100644 index 00000000..7e794b39 --- /dev/null +++ b/data/Akshay.json @@ -0,0 +1,10 @@ +{ + "patient_first": "Akshay", + "patient_last": "Chaudhari", + "dob": "02/17/1987", + "diagnosis": "Crohn's disease", + "provider_name": "Timothy Adam, MD", + "npi": "1331124163", + "insurance_id": "1:5VA", + "medication": "Skyrizi" +} \ No newline at end of file diff --git a/output/Akshay_filled.pdf b/output/Akshay_filled.pdf new file mode 100644 index 0000000000000000000000000000000000000000..a7ef18b0fac36206a2abb647fba3b757d357c04f GIT binary patch literal 391785 zcmagF1yEew5;Y2e;O_1kbOv`1?h@SHEw~1PySux)JAvSy;O@cQ;UDtd@78^Py;qN_ zQ@eNX)xG-+`>Z-M)r(R=^fLp1kp+&jud%NQ4h}%VOk!tf3CGLJ^x4A1+So}8z|PD9 zaw?I44Ay@Qwto%we+`a*4bFcJuKySS=6{X%8j z{sZA;`6q@G_)ii}z<;y;-C2i8&cwu6$ll(>z|p|g$i#`n+3~9hKR=v_t?~Pf!M%t5 z_YNJMoJjy|oPSd@$r$`I`&$B&h}~CPXA-XeiG1JqKanc#_9jfSCe8-N2F?ad%3lqg z-yQ0*GE6ciwr0-eBwTC&&EiQV&zQZPGR_M0P(qh9qE*&=uf6&n}ET z)&&zBLs*uTca=Sswe>&}b70E-R>1*y8xHh6-&J?Z2E=}U;EYsIS)DPvolTm3I$=T{ zcFA=6@r<(uiSHZ#g$r|GVMjypDgAq>B(AbvRU%H>=VG$o@J^-d5$kz8+f6%j=k)j# zFpGm@^#l<^8E)(NNRCt}vN 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Data/Akshay/PA.pdf" +doc = fitz.open(pdf_path) + +# Define field -> value mapping +field_values = { + "T11": data.get("patient_first", ""), + "T12": data.get("patient_last", ""), + "T13": data.get("dob", ""), + "T21F": data.get("diagnosis", ""), + "Request by T": data.get("medication", "") +} + +# Fill the form +for page in doc: + for field_name, value in field_values.items(): + for widget in page.widgets(): + if widget.field_name == field_name: + widget.field_value = value + widget.update() + +# Save output +os.makedirs("output", exist_ok=True) +output_path = "output/Akshay_filled.pdf" +doc.save(output_path) +print(f"✅ Filled form") \ No newline at end of file diff --git a/src/gemini_analysis.py b/src/gemini_analysis.py new file mode 100644 index 00000000..01043df6 --- /dev/null +++ b/src/gemini_analysis.py @@ -0,0 +1,37 @@ +import os +import pathlib +import json +from dotenv import load_dotenv +import google.generativeai as genai + +load_dotenv() +genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) +model = genai.GenerativeModel("gemini-1.5-flash") + +def extract_key_data(pdf_path, prompt): + pdf_bytes = pathlib.Path(pdf_path).read_bytes() + response = model.generate_content([ + {"mime_type": "application/pdf", "data": pdf_bytes}, + prompt + ]) + return response.text + +pdf_path = "Input Data/Akshay/referral_package.pdf" +prompt = ( + "Extract patient first name, last name, DOB, diagnosis, provider name, NPI, insurance ID, and medication. " + "Return result as JSON with keys: patient_first, patient_last, dob, diagnosis, provider_name, npi, insurance_id, medication." +) + +result = extract_key_data(pdf_path, prompt) + +# Clean up response +cleaned_result = result.strip() +if cleaned_result.startswith("```json"): + cleaned_result = cleaned_result.replace("```json", "").strip() +if cleaned_result.endswith("```"): + cleaned_result = cleaned_result[:-3].strip() + +# Now parse +with open("data/Akshay.json", "w") as f: + json.dump(json.loads(cleaned_result), f, indent=2) +