Add NLP Specialist role

app.py

@@ -1186,6 +1186,17 @@ def ia_researcher_assistance_endpoint():
     return jsonify({"status": "success", "message": message})
 
 
+@app.route('/api/v1/nlp/assistance', methods=['POST'])
+@require_api_key
+def nlp_assistance_endpoint():
+    data = request.get_json()
+    prompt = data.get('prompt')
+    if not prompt:
+        return jsonify({"error": _("Prompt is required")}), 400
+    message = google_ai.provide_nlp_assistance(prompt)
+    return jsonify({"status": "success", "message": message})
+
+
 @app.route('/api/v1/translate', methods=['POST'])
 @require_api_key
 def translate_endpoint():

frontend/static/js/script.js

@@ -1325,6 +1325,44 @@ document.addEventListener('DOMContentLoaded', () => {
         });
     }
 
+    // --- NLP Specialist Assistance ---
+    const nlpBtn = document.getElementById('nlp-btn');
+    if (nlpBtn) {
+        nlpBtn.addEventListener('click', async () => {
+            const input = document.getElementById('nlp-input');
+            const responseContainer = document.getElementById('nlp-response');
+            const apiKey = getApiKey("Please enter your API key to use the NLP Specialist:");
+
+            if (!apiKey) {
+                responseContainer.textContent = 'API key is required.';
+                return;
+            }
+
+            try {
+                const response = await fetch('/api/v1/nlp/assistance', {
+                    method: 'POST',
+                    headers: {
+                        'Content-Type': 'application/json',
+                        'X-API-Key': apiKey
+                    },
+                    body: JSON.stringify({
+                        prompt: input.value
+                    })
+                });
+
+                if (!response.ok) {
+                    const error = await response.json();
+                    throw new Error(error.error || 'Failed to get a response from the NLP specialist');
+                }
+
+                const result = await response.json();
+                responseContainer.textContent = result.message;
+            } catch (error) {
+                responseContainer.textContent = `Error: ${error.message}`;
+            }
+        });
+    }
+
     // --- IA Researcher Assistance ---
     const iaResearcherBtn = document.getElementById('ia-researcher-btn');
     if (iaResearcherBtn) {

frontend/templates/index.html

@@ -15,6 +15,7 @@
             <div class="logo">UsingAI</div>
             <ul>
                 <li><a href="#services">Services</a></li>
+                <li><a href="#nlp-assistance">NLP</a></li>
                 <li><a href="#fake-content-verification">Verification</a></li>
                 <li><a href="#military-assistance">Military</a></li>
                 <li><a href="#purchase">Purchase</a></li>
@@ -224,6 +225,22 @@ <h3>{{ _('AI Research Support') }}</h3>
             </div>
         </section>
 
+        <!-- NLP Specialist Section -->
+        <section id="nlp-assistance" class="services">
+            <h2>{{ _('NLP Specialist') }}</h2>
+            <div class="service-cards">
+                <div class="card">
+                    <h3>{{ _('Natural Language Processing Support') }}</h3>
+                    <p>{{ _('Enter your request for NLP tasks, text analysis, or language modeling guidance below.') }}</p>
+                    <textarea id="nlp-input" placeholder="{{ _('Your NLP request') }}" class="styled-textarea" rows="4"></textarea>
+                    <button id="nlp-btn" class="btn">{{ _('Submit') }}</button>
+                    <div class="response-container" id="nlp-response-container">
+                        <pre id="nlp-response"></pre>
+                    </div>
+                </div>
+            </div>
+        </section>
+
         <!-- AI Content & Fake News Verifier Section -->
         <section id="fake-content-verification" class="services">
             <h2>{{ _('AI Content & Fake News Verifier') }}</h2>

google_ai.py

@@ -1319,3 +1319,35 @@ def provide_ia_researcher_assistance(prompt: str) -> str:
     except Exception as e:
         print(f"Error providing AI researcher assistance with Vertex AI: {e}")
         return f"Error: {e}"
+
+def provide_nlp_assistance(prompt: str) -> str:
+    """
+    Provides assistance with Natural Language Processing (NLP) tasks using Vertex AI.
+    """
+    model = GenerativeModel("gemini-1.5-flash")
+
+    generation_prompt = f"""
+    You are an expert Natural Language Processing (NLP) Specialist. Your task is to provide high-level technical guidance, strategy, and problem-solving assistance in the field of NLP.
+    Your expertise includes:
+    - Text Processing and Analysis: Advising on tokenization, stemming, lemmatization, part-of-speech tagging, and named entity recognition.
+    - Language Modeling: Providing insights into N-grams, RNNs, LSTMs, and state-of-the-art Transformer models like BERT, GPT, and T5.
+    - Sentiment Analysis and Opinion Mining: Guidance on extracting subjective information from text.
+    - Machine Translation: Advising on neural machine translation architectures and evaluation metrics.
+    - Question Answering and Chatbots: Providing guidance on building systems that can understand and respond to human language.
+    - NLP Frameworks and Libraries: Advising on tools like NLTK, spaCy, Hugging Face Transformers, and specialized NLP APIs.
+
+    User Request:
+    ---
+    {prompt}
+    ---
+
+    Provide a professional, technical, and detailed response based on the user's request.
+    """
+
+    try:
+        response = model.generate_content(generation_prompt)
+        return response.text.strip()
+
+    except Exception as e:
+        print(f"Error providing NLP assistance with Vertex AI: {e}")
+        return f"Error: {e}"