Update app.py

app.py

@@ -4,11 +4,10 @@ import os
 from fpdf import FPDF
 
 # =========================================
-# GEMINI API (HTTP - no library)
+# GEMINI API
 # =========================================
 
 def call_gemini(prompt, api_key):
-
     url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-3.1-flash-lite:generateContent?key={api_key}"
 
     payload = {
@@ -29,20 +28,44 @@ def call_gemini(prompt, api_key):
     except:
         return str(result)
 
+
+# =========================================
+# SCIENTIFIC LINKS
+# =========================================
+
+def get_species_links(species_name):
+    links = []
+
+    # GBIF
+    gbif_url = f"https://api.gbif.org/v1/species/match?name={species_name}"
+    r = requests.get(gbif_url).json()
+
+    if "usageKey" in r:
+        links.append(f"https://www.gbif.org/species/{r['usageKey']}")
+
+    # Wikipedia
+    links.append(f"https://en.wikipedia.org/wiki/{species_name.replace(' ', '_')}")
+
+    # OpenAlex research
+    links.append(f"https://api.openalex.org/works?search={species_name}&per_page=3")
+
+    return links
+
+
 # =========================================
 # STREAMLIT UI
 # =========================================
 
 st.set_page_config(page_title="Biodiversity GIS Explorer", layout="wide")
-
 st.title("🌍 Biodiversity GIS Explorer")
-st.write("GBIF + Gemini AI + GIS Roadmap + PDF Export")
+st.write("GBIF + Gemini AI + Scientific Links + GIS Insights")
 
 # =========================
 # INPUTS
 # =========================
 
 country = st.text_input("Enter Country")
+
 species_type = st.selectbox(
     "Select Species Type",
     ["Birds", "Plants", "Mammals", "Reptiles", "Fish"]
@@ -61,7 +84,6 @@ if st.button("Search Biodiversity"):
     # =========================
 
     url = f"https://api.gbif.org/v1/species/search?q={species_type}&limit=10"
-
     response = requests.get(url)
     data = response.json()
 
@@ -82,29 +104,47 @@ if st.button("Search Biodiversity"):
     st.text(species_text)
 
     # =========================
-    # GEMINI PROMPT
+    # GEMINI ANALYSIS
     # =========================
 
     prompt = f"""
 Country: {country}
 Species Type: {species_type}
 
-Species Found:
+Species List:
 {species_text}
 
-1. Give a short biodiversity summary.
-2. Explain GIS mapping use cases.
-3. Give a beginner QGIS roadmap.
+1. Give a short biodiversity summary of this country.
+2. Explain GIS mapping use cases for these species.
+3. Give a beginner QGIS roadmap for biodiversity analysis.
 """
 
     if GEMINI_API_KEY:
         ai_text = call_gemini(prompt, GEMINI_API_KEY)
     else:
-        ai_text = "ERROR: GEMINI_API_KEY not set in Secrets"
+        ai_text = "ERROR: GEMINI_API_KEY not set"
 
-    st.subheader("🤖 AI Analysis + GIS Roadmap")
+    st.subheader("🤖 Gemini AI Analysis")
     st.write(ai_text)
 
+    # =========================
+    # RESEARCH LINKS
+    # =========================
+
+    st.subheader("📚 Scientific Research Links")
+
+    all_links_text = ""
+
+    for sp in species_list:
+        st.markdown(f"### 🧬 {sp}")
+
+        links = get_species_links(sp)
+
+        for link in links:
+            st.markdown(f"- {link}")
+
+        all_links_text += f"\n{sp}:\n" + "\n".join(links) + "\n"
+
     # =========================
     # PDF EXPORT
     # =========================
@@ -118,8 +158,11 @@ Species Type: {species_type}
 SPECIES FOUND:
 {species_text}
 
-AI ANALYSIS:
+GEMINI ANALYSIS:
 {ai_text}
+
+RESEARCH LINKS:
+{all_links_text}
 """
 
     pdf = FPDF()
@@ -132,10 +175,10 @@ AI ANALYSIS:
     pdf_file = "biodiversity_report.pdf"
     pdf.output(pdf_file)
 
-    with open(pdf_file, "rb") as f:
+ with open(pdf_file, "rb") as f:
         st.download_button(
             label="📄 Download PDF Report",
             data=f,
             file_name="biodiversity_report.pdf",
             mime="application/pdf"
-        )
+        )