update models

app.py

@@ -6,7 +6,7 @@ class PDFProcessorUI:
     def __init__(self):
         self.processor = PDFProcessor()
         self.current_language = "Español"
-        self.current_ai_model = "Huggingface / Microsoft Phi 3.5 medium Instruct"
+        self.current_ai_model = "Huggingface / Microsoft Phi 4 mini Instruct"
         self.current_type_model = "Api Key"
     
     def change_language(self, language):

pdf_processor.py

@@ -95,7 +95,7 @@ def authenticate_watsonx(api_key):
 
 class PDFProcessor:
     def __init__(self):
-        self.language = "English"
+        self.language = "Español"
     
     def set_language(self, language):
         self.language = language
@@ -139,14 +139,12 @@ class PDFProcessor:
                 current_llm = HuggingFaceEndpoint(
                     repo_id= AI_MODELS[ai_model],
                     temperature=0.2,
-                    max_length=2048,
                     huggingfacehub_api_token=HUGGINGFACE_TOKEN,
                 )
             else: 
                 current_llm = HuggingFaceEndpoint(
                     repo_id= AI_MODELS[ai_model],
                     temperature=0.2,
-                    max_length=2048,
                 )
             embeding_model = HuggingFaceEmbeddings(
                 model_name="ibm-granite/granite-embedding-278m-multilingual",

utils.py

@@ -8,7 +8,7 @@ ENVIRONMENT = os.getenv("ENVIRONMENT")
 
 if ENVIRONMENT == "dev":
     AI_MODELS = {
-        "Huggingface / Microsoft Phi 3.5 medium Instruct": "microsoft/Phi-3-medium-128k-instruct",
+        "Huggingface / Microsoft Phi 4 mini Instruct": "microsoft/Phi-4-mini-instruct",
         "Huggingface / Mistral Nemo Instruct": "mistralai/Mistral-Nemo-Instruct-2407",
         "Huggingface / Google Gemma 2 9B Instruct": "google/gemma-2-9b-it",
         "Huggingface / Meta Llama 3.1 8B Instruct": "meta-llama/Llama-3.1-8B-Instruct",
@@ -18,7 +18,7 @@ if ENVIRONMENT == "dev":
     }
 else:
     AI_MODELS = {
-        "Huggingface / Microsoft Phi 3.5 medium Instruct": "microsoft/Phi-3-medium-128k-instruct",
+        "Huggingface / Microsoft Phi 4 mini Instruct": "microsoft/Phi-4-mini-instruct",
         "Huggingface / Mistral Nemo Instruct": "mistralai/Mistral-Nemo-Instruct-2407",
         "Huggingface / Google Gemma 2 9B Instruct": "google/gemma-2-9b-it",
         "Huggingface / Meta Llama 3.1 8B Instruct": "meta-llama/Llama-3.1-8B-Instruct",