Update app.py

app.py

@@ -31,7 +31,6 @@ st.sidebar.info("Know more about [NSE Tickers](https://www.google.com/search?q=n
 
 st.sidebar.info("Know more about [Charts](https://chart-img.com/)")
 ticker_user = st.text_input("Enter Ticker for NSE Stocks","")
-gemini_embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001")
 
 llm = ChatGoogleGenerativeAI(model="gemini-2.5-pro",google_api_key = GOOGLE_API_KEY)
 #llm_vis = ChatGoogleGenerativeAI(model="gemini-pro-vision",google_api_key = GOOGLE_API_KEY)
@@ -78,11 +77,91 @@ if ticker_user!="":
     3. News and Sentiment: Review recent news articles, press releases, and social media sentiment.
     4. Red Flags: Identify any potential risks or warning signs.
     5. Provide a rating for the stock on a scale of 1 to 10.
-    6. Advise if the stock is a good buy for the next 2 weeks.
-    7. Suggest at what price we need to buy and hold or sell
+    6. Advise if the stock is a good buy for the next 1,5, 10 weeks.
+    7. Suggest at what price we need to buy and hold or sell the stock
 
     PROVIDE THE DETAILS based on just the FACTS present in the document
-    PROVIDE THE DETAILS IN an JSON Object
+    PROVIDE THE DETAILS IN an JSON Object. Stick to the below JSON object
+    {
+      "stock_summary": {
+        "company_name": "",
+        "ticker": "",
+        "exchange": "",
+        "description": "",
+        "current_price": "",
+        "market_cap": "",
+        "historical_performance": {
+          "5_day": "",
+          "1_month": "",
+          "6_months": "",
+          "1_year": "",
+          "5_years": ""
+        }
+      },
+      "evaluation_parameters": {
+        "company_fundamentals": {
+          "assessment": "",
+          "key_metrics": {
+            "pe_ratio": "",
+            "volume":"",
+            "revenue_growth_yoy": "",
+            "net_income_growth_yoy": "",
+            "eps_growth_yoy": "",
+            "dividend_yield": "",
+            "balance_sheet": "",
+            "return_on_capital": ""
+          }
+        },
+        "current_and_future_price_trends": {
+          "assessment": "",
+          "historical_trends": "",
+          "current_trends": "",
+          "technical_analysis_notes": "",
+          "technical_indicators":""
+        },
+        "news_and_sentiment": {
+          "assessment": "",
+          "positive_sentiment": [
+            "",
+            "",
+            ""
+          ],
+          "negative_sentiment": [
+            "",
+            "",
+            ""
+          ]
+        },
+        "red_flags": [
+          {
+            "flag": "",
+            "details": ""
+          },
+          {
+            "flag": "",
+            "details": ""
+          },
+          {
+            "flag": "",
+            "details": ""
+          }
+        ]
+      },
+      "overall_rating": {
+        "rating": "X/10",
+        "justification": ""
+      },
+      "investment_advice": {
+        "next_1_weeks_outlook": "",
+        "next_5_weeks_outlook": "",
+        "next_10_weeks_outlook": "",
+        "price_action_suggestions": {
+          "buy": "",
+          "hold": "",
+          "sell": ""
+        }
+      }
+    }
     """
     
     # st.sidebar.subheader('Prompt')