From fd63e0bbe5c0d0be7f95b41508b97e237b26442a Mon Sep 17 00:00:00 2001
From: Augustus <augz@Augustuss-MacBook-Pro.local>
Date: Tue, 24 Jun 2025 07:13:50 -0400
Subject: [PATCH] Added an option of using API from Gemini(free LLM model)

---
 .gitignore        |    2 +
 gptpdf/parse.py   |   53 +-
 poetry.lock       | 3659 +++++++++++++++++++++++++++++++++++++++++++++
 pyproject.toml    |    6 +-
 test/.env.example |    6 +-
 test/test.py      |    7 +-
 6 files changed, 3711 insertions(+), 22 deletions(-)
 create mode 100644 poetry.lock

diff --git a/.gitignore b/.gitignore
index 8a997fb..b1ff0a3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,5 +4,7 @@ gp/*
 dist/*
 .idea
 venv
+alita/*
 test_output
 .vscode/settings.json
+.DS_Store
\ No newline at end of file
diff --git a/gptpdf/parse.py b/gptpdf/parse.py
index 866b9b4..3821574 100644
--- a/gptpdf/parse.py
+++ b/gptpdf/parse.py
@@ -1,13 +1,16 @@
 import os
 import re
 import base64
-from typing import List, Tuple, Optional, Dict
+from typing import List, Tuple, Optional, Dict, Literal
 import fitz
 import shapely.geometry as sg
 from shapely.geometry.base import BaseGeometry
 from shapely.validation import explain_validity
 import concurrent.futures
 import logging
+# LLM imports
+import google.generativeai as genai
+from PIL import Image
 from openai import OpenAI
 
 logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
@@ -213,16 +216,25 @@ def parse_pdf(
         output_dir: str = './',
         api_key: Optional[str] = None,
         base_url: Optional[str] = None,
-        model: str = 'gpt-4o',
+        model: str = 'gemini-2.5-flash',
         gpt_worker: int = 1,
         prompt = DEFAULT_PROMPT,
         rect_prompt = DEFAULT_RECT_PROMPT,
         role_prompt = DEFAULT_ROLE_PROMPT,
+        llm_provider: Literal['gemini', 'openai'] = 'gemini',
 ) -> Tuple[str, List[str]]:
     """
     解析PDF文件到markdown文件。
     @param pdf_path: PDF文件路径
     @param output_dir: 输出目录
+    @param api_key: LLM API key
+    @param base_url: LLM base URL (for OpenAI or compatible endpoints)
+    @param model: LLM model name (e.g., 'gpt-4o' for OpenAI, 'gemini-2.5-flash' for Gemini)
+    @param gpt_worker: 并发线程数
+    @param prompt: 主提示词
+    @param rect_prompt: 矩形区域提示词
+    @param role_prompt: 角色提示词
+    @param llm_provider: 'gemini' (default) or 'openai' to select backend
     @return: 解析后的markdown内容, 矩形图片路径列表
     """
     
@@ -232,39 +244,47 @@ def parse_pdf(
     image_infos = _parse_pdf_to_images(pdf_path, output_dir=output_dir)
     
     # Process images with GPT
-    def _process_page(index: int, image_info: Tuple[str, List[str]]) -> Tuple[int, str]:
-        # 使用 OpenAI 客户端替代 Agent
-        client = OpenAI(api_key=api_key, base_url=base_url)
+    def _process_page(index: int, image_info: Tuple[str, List[str]], model_name=model) -> Tuple[int, str]:
         page_image, rect_images = image_info
         local_prompt = prompt
         if rect_images:
             local_prompt += rect_prompt + ', '.join(rect_images)
-        
-        # 打开图片文件
-        with open(page_image, "rb") as image_file:
-            # 调用 OpenAI API
+        if llm_provider == 'gemini':
+            genai.configure(api_key=api_key)
             try:
+                image = Image.open(page_image)
+                gemini_model = genai.GenerativeModel(model_name=model_name)
+                response = gemini_model.generate_content([
+                    local_prompt,
+                    image
+                ])
+                content = response.text
+                return index, content
+            except Exception as e:
+                return index, f"Error processing page {index+1}: {str(e)}"
+        elif llm_provider == 'openai':
+            try:
+                client = OpenAI(api_key=api_key, base_url=base_url)
+                with open(page_image, "rb") as image_file:
+                    image_data = image_file.read()
                 response = client.chat.completions.create(
                     model=model,
                     messages=[
                         {"role": "system", "content": role_prompt},
                         {"role": "user", "content": [
                             {"type": "text", "text": local_prompt},
-                            {"type": "image_url", "image_url": {"url": f"data:image/png;base64,{base64.b64encode(image_file.read()).decode('utf-8')}"}}
+                            {"type": "image_url", "image_url": {"url": f"data:image/png;base64,{base64.b64encode(image_data).decode('utf-8')}"}}
                         ]}
                     ]
                 )
-
-                # 检查 response.choices 是否为 None
                 if not response.choices:
-                    print(response)
                     return index, f"Error: Empty choices in API response for page {index+1}"
-                    
                 content = response.choices[0].message.content
                 return index, content
             except Exception as e:
-                # 捕获所有异常并返回错误信息
                 return index, f"Error processing page {index+1}: {str(e)}"
+        else:
+            return index, f"Unknown llm_provider: {llm_provider}"
 
     contents = [None] * len(image_infos)
     with concurrent.futures.ThreadPoolExecutor(max_workers=gpt_worker) as executor:
@@ -287,4 +307,5 @@ def _process_page(index: int, image_info: Tuple[str, List[str]]) -> Tuple[int, s
             os.remove(page_image)
         all_rect_images.extend(rect_images)
 
-    return content, all_rect_images
\ No newline at end of file
+    return content, all_rect_images
+
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..d366171
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,3659 @@
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.12.13"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[metadata]
+lock-version = "2.1"
+python-versions = "^3.9"
+content-hash = "a1c2ae311c626246f33714a16e9fb89205f5fdf95623144f7ebef0d3205a9102"
diff --git a/pyproject.toml b/pyproject.toml
index 3c40867..9fc548f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,11 +11,15 @@ packages = [
 ]
 
 [tool.poetry.dependencies]
-python = ">=3.8.1,<4.0"
+python = "^3.9"
 GeneralAgent = "^0.3.21"
 shapely = "^2.0.1"
 pymupdf = "^1.24.7"
 python-dotenv = "^1.0.0"
+google-generativeai = "*"
+PyMuPDF = "*"
+pillow = "*"
+openai = "*"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.3"
diff --git a/test/.env.example b/test/.env.example
index f268f03..cb52051 100644
--- a/test/.env.example
+++ b/test/.env.example
@@ -1,3 +1,5 @@
-api_key='sk-xxxx'
+api_key='YOUR_API'
+# None
 base_url='https://api.openai.com/v1/'
-model='gpt-4o'
\ No newline at end of file
+# gemini-2.5-flash
+model='gpt-4o'
diff --git a/test/test.py b/test/test.py
index 36b39d5..fcdf74d 100644
--- a/test/test.py
+++ b/test/test.py
@@ -3,12 +3,13 @@
 dotenv.load_dotenv()
 api_key = os.getenv('api_key')
 base_url = os.getenv('base_url')
+model = os.getenv('model')
 
 pdf_path = '../examples/attention_is_all_you_need.pdf'
 output_dir = '../examples/attention_is_all_you_need/'
 
-pdf_path = '../examples/rh.pdf'
-output_dir = '../examples/rh/'
+# pdf_path = '../examples/rh.pdf'
+# output_dir = '../examples/rh/'
 
 # 清空output_dir
 # import shutil
@@ -21,7 +22,7 @@ def test_parse_pdf():
         output_dir=output_dir, 
         api_key=api_key, 
         base_url=base_url, 
-        model='gpt-4o', 
+        model=model, 
         gpt_worker=6
         )
     print(content)