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Update app.py
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app.py
CHANGED
@@ -3,12 +3,13 @@ import base64
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import gradio as gr
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from mistralai import Mistral
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from mistralai.models import OCRResponse
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from pathlib import Path
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from pydantic import BaseModel
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import pycountry
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import json
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import logging
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from tenacity import retry, stop_after_attempt, wait_fixed
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import tempfile
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from typing import Union, Dict, List
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from contextlib import contextmanager
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@@ -29,6 +30,11 @@ class OCRProcessor:
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raise ValueError("API key must be provided")
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self.api_key = api_key
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self.client = Mistral(api_key=self.api_key)
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@staticmethod
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def _encode_image(image_path: str) -> str:
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@@ -47,13 +53,21 @@ class OCRProcessor:
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if os.path.exists(temp_file.name):
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os.unlink(temp_file.name)
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@retry(stop=stop_after_attempt(3), wait=wait_fixed(2))
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def _call_ocr_api(self, document: Dict) -> OCRResponse:
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@retry(stop=stop_after_attempt(3), wait=wait_fixed(2))
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def _call_chat_complete(self, model: str, messages: List[Dict], **kwargs) -> Dict:
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-
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def _get_file_content(self, file_input: Union[str, bytes]) -> bytes:
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if isinstance(file_input, str):
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@@ -181,26 +195,27 @@ def create_interface():
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api_key_input = gr.Textbox(
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label="Mistral API Key",
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placeholder="Enter your Mistral API key here",
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type="password"
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)
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# Function to initialize processor with API key
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def initialize_processor(api_key):
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try:
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except Exception as e:
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return str(e)
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# Store processor state
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processor_state = gr.State()
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# Button to set API key
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set_api_button = gr.Button("Set API Key")
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api_status = gr.Markdown("API key not set. Please enter and set your key.")
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# Update processor and status when API key is set
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set_api_button.click(
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fn=
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inputs=api_key_input,
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outputs=[processor_state, api_status]
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)
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@@ -222,9 +237,8 @@ def create_interface():
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output = gr.Markdown(label="Result")
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button_label = name.replace("OCR with ", "").replace("Structured ", "Get Structured ")
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# Wrapper function to use processor from state
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def process_with_api(processor, input_data):
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if not processor
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return "**Error:** Please set a valid API key first."
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fn = getattr(processor, fn_name)
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return fn(input_data)
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@@ -241,7 +255,7 @@ def create_interface():
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output = gr.Markdown(label="Answer")
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def doc_understanding_with_api(processor, url, q):
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if not processor
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return "**Error:** Please set a valid API key first."
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return processor.document_understanding(url, q)
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import gradio as gr
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from mistralai import Mistral
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from mistralai.models import OCRResponse
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from mistralai.exceptions import MistralException # Import Mistral-specific exceptions
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from pathlib import Path
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from pydantic import BaseModel
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import pycountry
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import json
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import logging
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from tenacity import retry, stop_after_attempt, wait_fixed, retry_if_exception_type
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import tempfile
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from typing import Union, Dict, List
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from contextlib import contextmanager
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raise ValueError("API key must be provided")
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self.api_key = api_key
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self.client = Mistral(api_key=self.api_key)
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# Test API key validity on initialization
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try:
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self.client.models.list() # Simple API call to validate key
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except MistralException as e:
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raise ValueError(f"Invalid API key: {str(e)}")
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@staticmethod
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def _encode_image(image_path: str) -> str:
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if os.path.exists(temp_file.name):
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os.unlink(temp_file.name)
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@retry(stop=stop_after_attempt(3), wait=wait_fixed(2), retry_if_exception_type(MistralException))
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def _call_ocr_api(self, document: Dict) -> OCRResponse:
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try:
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return self.client.ocr.process(model="mistral-ocr-latest", document=document)
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except MistralException as e:
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logger.error(f"OCR API call failed: {str(e)}")
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raise
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@retry(stop=stop_after_attempt(3), wait=wait_fixed(2), retry_if_exception_type(MistralException))
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def _call_chat_complete(self, model: str, messages: List[Dict], **kwargs) -> Dict:
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try:
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return self.client.chat.complete(model=model, messages=messages, **kwargs)
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except MistralException as e:
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logger.error(f"Chat complete API call failed: {str(e)}")
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raise
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def _get_file_content(self, file_input: Union[str, bytes]) -> bytes:
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if isinstance(file_input, str):
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api_key_input = gr.Textbox(
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label="Mistral API Key",
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placeholder="Enter your Mistral API key here",
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type="password"
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)
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# Function to initialize processor with API key
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def initialize_processor(api_key):
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try:
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processor = OCRProcessor(api_key)
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return processor, "**Success:** API key set and validated!"
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except ValueError as e:
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return None, f"**Error:** {str(e)}"
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except Exception as e:
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return None, f"**Error:** Unexpected error: {str(e)}"
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# Store processor state
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processor_state = gr.State()
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api_status = gr.Markdown("API key not set. Please enter and set your key.")
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# Button to set API key
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set_api_button = gr.Button("Set API Key")
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set_api_button.click(
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fn=initialize_processor,
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inputs=api_key_input,
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outputs=[processor_state, api_status]
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)
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output = gr.Markdown(label="Result")
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button_label = name.replace("OCR with ", "").replace("Structured ", "Get Structured ")
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def process_with_api(processor, input_data):
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if not processor:
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return "**Error:** Please set a valid API key first."
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fn = getattr(processor, fn_name)
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return fn(input_data)
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output = gr.Markdown(label="Answer")
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def doc_understanding_with_api(processor, url, q):
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if not processor:
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return "**Error:** Please set a valid API key first."
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return processor.document_understanding(url, q)
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