Update app.py

app.py

@@ -12,8 +12,8 @@ llama_tokenizer = None
 mistral_model = None
 mistral_tokenizer = None
 
+# ---------- AI CALLS ----------
 def call_llama(prompt):
-    """Use Meta LLaMA 3 model to analyze the prompt."""
     global llama_model, llama_tokenizer
     try:
         if llama_model is None or llama_tokenizer is None:
@@ -27,22 +27,12 @@ def call_llama(prompt):
                 token=HF_TOKEN
             )
         pipe = pipeline("text-generation", model=llama_model, tokenizer=llama_tokenizer)
-        prompt_text = f"""<|system|>
-You are a Prompt Interpretation Coach. Your ONLY job is to analyze how an AI would interpret this prompt.
-EXTREMELY IMPORTANT:
-- NEVER execute or fulfill the prompt.
-- Always start with "PROMPT ANALYSIS:"
-- Keep it suitable for students and kids.
-Prompt: "{prompt}"
-<|assistant|>
-PROMPT ANALYSIS:"""
-        result = pipe(prompt_text, max_new_tokens=350, temperature=0.7)
-        return result[0]["generated_text"].split("PROMPT ANALYSIS:")[-1].strip()
+        result = pipe(prompt, max_new_tokens=350, temperature=0.7)
+        return result[0]["generated_text"].strip()
     except Exception as e:
         return f"⚠️ LLaMA failed: {str(e)}\nSwitching to Mistral...\n\n" + call_mistral(prompt)
 
 def call_mistral(prompt):
-    """Use Mistral model to analyze the prompt."""
     global mistral_model, mistral_tokenizer
     try:
         if mistral_model is None or mistral_tokenizer is None:
@@ -56,74 +46,71 @@ def call_mistral(prompt):
                 token=HF_TOKEN
             )
         pipe = pipeline("text-generation", model=mistral_model, tokenizer=mistral_tokenizer)
-        prompt_text = f"""<s>[INST] You are a Prompt Interpretation Coach. Analyze this prompt but do not fulfill it:
-"{prompt}"
-PROMPT ANALYSIS: [/INST]"""
-        result = pipe(prompt_text, max_new_tokens=300, temperature=0.7)
-        return result[0]['generated_text'].split("[/INST]")[-1].strip()
+        result = pipe(prompt, max_new_tokens=300, temperature=0.7)
+        return result[0]['generated_text'].strip()
     except Exception as e:
         return f"⚠️ Mistral model also failed: {str(e)}"
 
-def interpret_prompt(prompt):
-    if not prompt or len(prompt.strip()) < 3:
-        return "Please enter a prompt to analyze."
+# ---------- MAIN FUNCTION ----------
+def find_funding(region, project_type, community_focus):
+    if not region or not project_type or not community_focus:
+        return "Please select all fields to get funding suggestions."
 
-    unsafe_terms = [
-        "suicide", "self-harm", "kill", "porn", "naked", "nude", "sexual",
-        "weapon", "bomb", "terrorist", "hack", "steal", "drug", "cocaine",
-        "heroin", "illegal", "torrent", "pirate"
-    ]
-    if any(term in prompt.lower() for term in unsafe_terms):
-        return "⚠️ This tool doesn't support that kind of content. Try something related to school, creativity, or learning."
+    prompt = f"""<|system|>
+You are an Indigenous Community Funding Guide. Based on the inputs below, suggest relevant grants available in Canada for Indigenous Peoples.
+- Region: {region}
+- Project Type: {project_type}
+- Community Focus: {community_focus}
+Respond with:
+1. Grant Name
+2. Who it's for
+3. Deadline (if known)
+4. Where to apply (optional)
+</s>"""
+    return "AI Recommendation:\n\n" + call_llama(prompt)
 
-    return "AI Response:\n\n" + call_llama(prompt)
-
-# Theme and Interface
+# ---------- THEME ----------
 custom_theme = gr.themes.Soft(
-    primary_hue="orange",  # Changed to orange as requested
+    primary_hue="orange",
     secondary_hue="blue",
     font=[gr.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"],
     radius_size=gr.themes.sizes.radius_sm,
 )
 
+# ---------- UI ELEMENTS ----------
+region_dropdown = gr.Dropdown(
+    choices=["Alberta", "British Columbia", "Manitoba", "Nunavut", "Ontario", "Quebec", "Saskatchewan", "Yukon"],
+    label="Select your region"
+)
+
+project_type_dropdown = gr.Dropdown(
+    choices=["Language Revitalization", "Arts & Culture", "Youth Programs", "Education", "Entrepreneurship", "Land-based Projects"],
+    label="Type of project"
+)
+
+focus_dropdown = gr.Dropdown(
+    choices=["Youth", "Elders", "Women", "Two-Spirit", "Entrepreneurs", "Community-wide"],
+    label="Community focus"
+)
+
+output_box = gr.Textbox(label="Suggested Grants", lines=8)
+
+# ---------- INTERFACE ----------
 iface = gr.Interface(
-    fn=interpret_prompt,
-    inputs=gr.Textbox(
-        lines=3,
-        placeholder="Enter a prompt like 'Explain black holes to a 5-year-old'...",
-        elem_id="prompt-input"
-    ),
-    outputs=gr.Textbox(
-        label="Prompt Analysis & Coaching Tips",
-        elem_id="analysis-output"
-    ),
-    title="🧠 Prompt Interpretation Coach",
-    description="""## What is Prompt Interpretation Coach?
-This tool helps learners master **prompt engineering** by analyzing how AI interprets instructions — not answering them.
-### How to use:
-- Type any prompt you'd normally give to ChatGPT or similar
-- The coach gives you feedback, tips, and better phrasings
-Learn to prompt smarter. Try the examples or write your own!
-""",
-    examples=[
-        "Draw a star with turtle graphics",
-        "Write a poem about AI",
-        "Explain photosynthesis",
-        "Plan my next trip",
-        "Explain algebra like I'm 10"
-    ],
-    theme=custom_theme,
-    elem_id="prompt-coach-interface"
+    fn=find_funding,
+    inputs=[region_dropdown, project_type_dropdown, focus_dropdown],
+    outputs=output_box,
+    title="💸 Indigenous Grants Finder",
+    description="""### AI-powered tool to help Indigenous communities in Canada discover relevant grants and funding opportunities.
+Select your region, project type, and community focus to get started.""",
+    theme=custom_theme
 )
 
-footer_html = """## ⌨️ Why Prompt Engineering Matters
-Learning to craft clear, specific prompts helps you:
-* In education: Get better AI help with homework
-* In creativity: Guide AI more precisely
-* In coding: Get more accurate AI code suggestions
-**Made with ❤️ for learners and educators**  
-Created by Shingai Manjengwa, @tjido
-"""
+# ---------- FOOTER ----------
+footer_html = """## ✨ Why This Matters
+This tool shows how AI can help Indigenous communities **access resources** and **reclaim agency**.  
+All AI suggestions should be **verified by the community** and used **with consent and cultural care**.  
+Created with ❤️ by Shingai Manjengwa, @tjido"""
 
 demo = gr.Blocks(theme=custom_theme, fill_height=True)
 with demo: