diff --git a/.gitignore b/.gitignore new file mode 100644 index 000000000..cd64eab15 --- /dev/null +++ b/.gitignore @@ -0,0 +1,8 @@ +flask/.env +node/.env +node/node_modules +.env +__pycache__ +flask_backend/__pycache__ +flask_backend/src/__pycache__ +flask_backend/src/data \ No newline at end of file diff --git a/README.md b/README.md index 48a05e012..64c893eaf 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,3 @@ - # Define 3.0 The official template repository for Define 3.0 @@ -6,48 +5,48 @@ The official template repository for Define 3.0 -# < Project Name > +# FlowFi Cover Image If applicable ### Team Information -- **Team Name**: -- **Track**: < Track > +- Team Name: Strike4 +- Track: Fintech ### Team Members | Name | Role | GitHub | LinkedIn | |------|------|--------|----------| -| [Full Name] | [Role] | [@username](https://github.com/username) | [Profile](https://linkedin.com/in/username) | -| [Full Name] | [Role] | [@username](https://github.com/username) | [Profile](https://linkedin.com/in/username) | -| [Full Name] | [Role] | [@username](https://github.com/username) | [Profile](https://linkedin.com/in/username) | -| [Full Name] | [Role] | [@username](https://github.com/username) | [Profile](https://linkedin.com/in/username) | +| [Gokul G] | [Frontend Developer] | [@GOKULGSECE](https://github.com/GOKULGSECE) | [Profile](https://linkedin.com/in/gokul-g-760a23259) | +| [Rithish S] | [Backend Developer] | [@rithish5513u](https://github.com/rithish5513u) | [Profile](https://linkedin.com/in/rithish-s) | +| [Rishab S] | [Backend Developer] | [@rishabtr](https://github.com/rishabtr) | [Profile](https://linkedin.com/in/rishab-s-0aa28b21a) | +| [Tamilkumaran N] | [Front End Developer] | [@tamilkumaran17](https://github.com/tamilkumaran17) | [Profile](https://linkedin.com/in/tamilkumarann) | ## Project Details ### Overview -_A concise summary of your project (2-3 sentences)_ +We're building a fintech platform with an AI-powered chatbot to provide financial insights and customer support. Our platform pulls data from publicly available APIs to deliver personalized financial news. With a user-friendly dashboard, you can track your finances, analyze trends, and manage a virtual investment portfolio. Plus, you can upload your bank statements for automatic income and expense analysis. Our goal is to make financial management easier, helping users make smarter money decisions. ### Problem Statement -_Describe the problem your project aims to solve_ +Develop a basic prototype of a fintech website with an AI-powered chatbot that provides users with financial insights and customer support. The website should have a clean, user-friendly interface with a simple dashboard displaying sample financial data and a chatbot capable of handling basic FAQs related to fintech services. ### Solution -_Explain your approach to solving the problem_ +We're building a fintech platform with an AI-powered chatbot to provide financial insights and customer support. Our platform pulls data from publicly available APIs to deliver personalized financial news. With a user-friendly dashboard, you can track your finances, analyze trends, and manage a virtual investment portfolio. Plus, you can upload your bank statements for automatic income and expense analysis. Our goal is to make financial management easier, helping users make smarter money decisions. ### Demo [![Project Demo](https://img.youtube.com/vi/VIDEO_ID/0.jpg)](https://www.youtube.com/watch?v=VIDEO_ID) -_Replace VIDEO_ID with your YouTube video ID or provide an alternative demo link_ +Replace VIDEO_ID with your YouTube video ID or provide an alternative demo link ### Live Project -[Project Name](https://your-project-url.com) +[Project Name]FlowFii ## Technical Implementation ### Technologies Used -- **Frontend**: [Technologies] -- **Backend**: [Technologies] -- **Database**: [Technologies] -- **APIs**: [Technologies] -- **DevOps**: [Technologies] -- **Other Tools**: [Technologies] +- Frontend: ReactJS +- Backend: NodeJS/Flask +- Database: MongoDB +- APIs: [Technologies] +- DevOps: [Technologies] +- Other Tools: [Technologies] ### Key Features - Feature 1 @@ -62,25 +61,25 @@ _Replace VIDEO_ID with your YouTube video ID or provide an alternative demo link - Requirement 3 ### Installation -```bash +bash + -``` ### Running the Project -```bash +bash + -``` ## Additional Resources ### Project Timeline -_Brief overview of your development process and milestones_ +Brief overview of your development process and milestones ### Challenges Faced -_Discuss technical challenges and how you overcame them_ +Discuss technical challenges and how you overcame them ### Future Enhancements -_Share your vision for future development_ +Share your vision for future development ### References (if any) - [Reference 1](link) diff --git a/flask_backend/__init__.py b/flask_backend/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/flask_backend/main.py b/flask_backend/main.py new file mode 100644 index 000000000..d43317f32 --- /dev/null +++ b/flask_backend/main.py @@ -0,0 +1,40 @@ +from flask import Flask, request, jsonify +from flask_cors import CORS +from src.news import News +from src.faq_chatbot import FAQChatBot +from src.excelhandler import ExcelHandler + +app = Flask(__name__) +CORS(app) + +@app.route('/') +def home(): + return "Welcome to FlowFi!" + +@app.route('/financialInsights', methods = ['POST']) +def extract_news(): + # used to extract the news based on user preferences + data = request.json + preferences = data['preferences'] + news = News() + news_data = news.get_everything(preferences) + return jsonify(news_data) + +@app.route('/faqHandler', methods = ['POST']) +def faq_handler(): + # used to access the FAQ chatbot + data = request.json + user_query = data['user_query'] + chatbot = FAQChatBot() + response = chatbot.get_financial_insight(user_query) + return jsonify({"response": response}) + +@app.route('/triggerExcel', methods = ['POST']) +def trigger_excel(): + # used to convert the excel file to json + excel = ExcelHandler() + data = excel.get_json() + return jsonify(data) + +if __name__ == '__main__': + app.run(debug = True, port = 8080) \ No newline at end of file diff --git a/flask_backend/requirements.txt b/flask_backend/requirements.txt new file mode 100644 index 000000000..d65657f16 --- /dev/null +++ b/flask_backend/requirements.txt @@ -0,0 +1,9 @@ +flask +flask-cors +openai +numpy +pandas +newsapi-python +google-generativeai +xlrd +yfinance \ No newline at end of file diff --git a/flask_backend/src/__init__.py b/flask_backend/src/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/flask_backend/src/excelhandler.py b/flask_backend/src/excelhandler.py new file mode 100644 index 000000000..8599d21d6 --- /dev/null +++ b/flask_backend/src/excelhandler.py @@ -0,0 +1,90 @@ +import pandas as pd +import os + +class ExcelHandler: + def __init__(self): + self.folder_path = "flask_backend/src/data/" + self.required_columns = ['date', 'description', 'withdrawals', 'deposits', 'balance'] + + def getFiles(self): + """ + Function to get the files from the folder + Inputs: + None + Outputs: + List of files + """ + files = os.listdir(self.folder_path) + files = [ + os.path.join(self.folder_path, f) for f in files + if (f.endswith(".xlsx") or f.endswith(".xls")) and os.path.isfile(os.path.join(self.folder_path, f)) + ] + return files + + def validateExcel(self, file): + """ + Function to validate the excel file + Inputs: + file -> str + Outputs: + boolean value + """ + data = pd.read_excel(file) + columns = data.columns + columns = [column.lower() for column in columns] + for column in self.required_columns: + if column not in columns: + return False + return True + + def getData(self, file): + """ + Function to get the data from the excel file + Inputs: + file -> str + Outputs: + data -> dict + """ + data = pd.read_excel(file) + data.columns = [column.lower() for column in data.columns] + data = data[self.required_columns] + return data + + def delete_files(self, folder_path): + """ + Function to delete the files from the folder + Inputs: + folder_path -> str + Outputs: + None + """ + files = os.listdir(folder_path) + for file in files: + os.remove(os.path.join(folder_path, file)) + + def get_json(self): + """ + Function to convert the excel file to json + Inputs: + None + Outputs: + json data + """ + files = self.getFiles() + data = pd.DataFrame() + incorrect = 0 + for file in files: + if self.validateExcel(file): + data = pd.concat([data, self.getData(file)]) + else: + incorrect += 1 + if incorrect > 0: + print(f"{incorrect} files are incorrect") + + data.drop_duplicates(inplace = True) # checking for multiple same entries + data.fillna(0, inplace = True) # filling the null values with 0 + data = data.to_dict(orient = 'records') + self.delete_files(self.folder_path) # deleting the files after reading + + return data + \ No newline at end of file diff --git a/flask_backend/src/faq_chatbot.py b/flask_backend/src/faq_chatbot.py new file mode 100644 index 000000000..1a53ef7b6 --- /dev/null +++ b/flask_backend/src/faq_chatbot.py @@ -0,0 +1,27 @@ +from dotenv import load_dotenv +import os +import google.generativeai as genai + +load_dotenv() + +genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) + +class FAQChatBot: + def __init__(self): + self.model = genai.GenerativeModel("gemini-1.5-flash") + self.chat = self.model.start_chat(history=[]) + self.system_prompt = ( + "You are a financial assistant. You will only answer questions related to finance, " + "including investment strategies, market trends, personal finance, budgeting, and " + "other financial topics. If a user asks about a non-financial topic, politely decline " + "to answer and redirect them to financial inquiries." + "The answer should be brief and concise enough and should be to the point." + "The response should give sustainable fintech solutions" + ) + + def get_financial_insight(self, user_query): + response = self.chat.send_message(user_query) + + if hasattr(response, 'text'): + return response.text.strip() + return "Sorry, I couldn't understand your query. Please try again." \ No newline at end of file diff --git a/flask_backend/src/news.py b/flask_backend/src/news.py new file mode 100644 index 000000000..05a97dc15 --- /dev/null +++ b/flask_backend/src/news.py @@ -0,0 +1,77 @@ +from newsapi import NewsApiClient +import os +from dotenv import load_dotenv +from typing import List + +load_dotenv() +key = os.getenv("NEWS_API") + +class News: + def __init__(self): + self.key = key + self.newsapi = NewsApiClient(api_key=key) + + # for getting the top headlines based on user preferences + def get_top_headlines(self, preferences: List[str]) -> List[dict]: + """ + Inputs: + List of preferences -> str + Outputs: + List of dictionaries containing the news data + """ + threshold = 2 + if len(preferences) <= 2: + threshold = 5 + + required_data = [] + for preference in preferences: + top_headlines = self.newsapi.get_top_headlines( + q=preference, language="en" + ) + result = top_headlines["articles"] + cnt = 0 + for each in result: + if cnt == threshold: + break + cnt += 1 + required_data.append( + { + "author": each["author"], + "title": each["title"], + "description": each["description"], + "url": each["url"], + "urlToImage": each["urlToImage"], + } + ) + return required_data + + # for getting all the news based on user preferences + def get_everything(self, preferences: List[str]) -> List[dict]: + """ + Inputs: + List of preferences -> str + Outputs: + List of dictionaries containing the news data + """ + result = [] + threshold = 5 + for preference in preferences: + everything = self.newsapi.get_everything(language="en", q=preference) + required = everything["articles"] + cnt = 0 + + for each in required: + if cnt == threshold: + break + cnt += 1 + result.append( + { + "author": each["author"], + "publishedAt": each["publishedAt"], + "title": each["title"], + "description": each["description"], + "url": each["url"], + "urlToImage": each["urlToImage"], + } + ) + return result \ No newline at end of file diff --git a/node/controller/faqController.js b/node/controller/faqController.js new file mode 100644 index 000000000..334c14216 --- /dev/null +++ b/node/controller/faqController.js @@ -0,0 +1,18 @@ +const faqService = require("../service/faqService"); + +exports.handleFAQRequest = async(req, res) =>{ + try { + const { user_query } = req.body; + // {{console.log(req.body)}} + if (!user_query) { + return res.status(400).json({ error: "User query is required" }); + } + + const response = await faqService.faqService(user_query); + res.status(200).json({ response }); + } catch (error) { + res.status(500).json({ error: error.message }); + } +} + + diff --git a/node/controller/userController.js b/node/controller/userController.js new file mode 100644 index 000000000..4ee85f92a --- /dev/null +++ b/node/controller/userController.js @@ -0,0 +1,108 @@ + +const userService = require("../service/userService") +const transactionService = require("../service/transactionService"); +exports.createUser = async (req, res) => { + try { + const { name, email, password } = req.body; + if (!name || !email || !password) { + res.status(400).json({ message: "Please provide all the details" }); + } + const user = await userService.createUser(name, email, password); + res.status(201).json({ message: user.message }); + } catch (err) { + + res.status(500).json({ message: err.message }); + } +} + +exports.verifyUser = async (req, res) => { + try { + const { email, password } = req.body; + const user = await userService.verifyUser(email, password); + if (!user.success) { + res.status(401).json({ message: user.message }); + } + res.status(200).json({ message: user.message, token: user.token, name: user.name }); + } catch (err) { + res.status(500).json({ message: err.message }); + } +} + +exports.getFinancialInsights = async (req, res) => { + try { + const preferences = req.body; + const results = {}; + + for (let key in preferences) { + const data = preferences[key]; + const req_data = { "preferences": data } + + const response = await fetch(process.env.FLASK_URL + "/financialInsights", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(req_data) + }); + + if (!response.ok) { + throw new Error(`Flask API Error: ${response.status} ${response.statusText}`); + } + + const responseData = await response.json(); // Parse JSON response + results[key] = responseData; + } + + res.status(200).json({ message: "Success", data: results }); + + } catch (err) { + console.error("Error in getFinancialInsights:", err); + res.status(500).json({ message: err.message }); + } +}; + +exports.uploadFile = async (req, res) => { + try { + if (!req.file) { + return res.status(400).json({ error: "No file uploaded" }); + } + + // Call service layer to handle file saving + const filePath = await userService.saveExcelFile(req.file); + const response = await fetch(process.env.FLASK_URL + "/triggerExcel", { + method: "POST", + }); + const data = await response.json(); + if (!req.user || !req.user.email) { + return res.status(401).json({ error: "Unauthorized - No user email" }); + } + const userEmail = req.user.email; + const result = await transactionService.storeTransactions(userEmail, data); + + res.status(200).json({ message: "File processed and transactions saved!", result }); + } catch (error) { + console.error("Upload Error:", error); + res.status(500).json({ error: "Internal Server Error" }); + } +}; +exports.portalRecharge = async (req, res) => { + try { + const { amount } = req.body; + if (!amount) { + return res.status(400).json({ error: "Amount is required" }); + } + + const result = await walletService.rechargeWallet(userId, amount); + res.json(result); + + } catch (err) { + console.error("Error in portalRecharge:", err); + res.status(500).json({ message: err.message }); + } +}; + +exports.getDashboard = async (req, res) => { + try { + res.status(200).json({ message: "Welcome to the dashboard" }); + } catch (err) { + res.status(500).json({ message: err.message }); + } +} \ No newline at end of file diff --git a/node/db.js b/node/db.js new file mode 100644 index 000000000..6cbf139c2 --- /dev/null +++ b/node/db.js @@ -0,0 +1,16 @@ +const mongoose = require("mongoose"); + +const connectDb = async () => { + try { + + const res = await mongoose.connect(process.env.URL).then(()=>{ + console.log("Connected Successfully"); + }); + + }catch(err){ + console.log(err); + } + +} + +module.exports = connectDb \ No newline at end of file diff --git a/node/middleware/authMiddleware.js b/node/middleware/authMiddleware.js new file mode 100644 index 000000000..a93580227 --- /dev/null +++ b/node/middleware/authMiddleware.js @@ -0,0 +1,22 @@ +const jwt = require("jsonwebtoken"); + +exports.authMiddleware = (req, res, next) => { + const authHeader = req.header("Authorization"); + + if (!authHeader || !authHeader.startsWith("Bearer ")) { + return res.status(401).json({ message: "Access denied. Invalid token format." }); + } + + const token = authHeader.split(" ")[1]; + + try { + const decoded = jwt.verify(token, process.env.JWT_SECRET); + req.user = decoded; + if (!req.user.email) { + return res.status(401).json({ error: "Unauthorized - No user email in token" }); + } + next(); + } catch (err) { + return res.status(403).json({ message: "Invalid or expired token" }); + } +}; diff --git a/node/middleware/multerMiddleware.js b/node/middleware/multerMiddleware.js new file mode 100644 index 000000000..c44d3a39f --- /dev/null +++ b/node/middleware/multerMiddleware.js @@ -0,0 +1,17 @@ +const multer = require("multer"); +const path = require("path"); + +// Configure Multer storage +const storage = multer.diskStorage({ + destination: function (req, file, cb) { + cb(null, path.join(__dirname, "../../flask_backend/src/data")); // Save in Flask backend's folder + }, + filename: function (req, file, cb) { + cb(null, `${Date.now()}_${file.originalname}`); + } +}); + +// Create Multer instance +const upload = multer({ storage }); + +module.exports = upload; diff --git a/node/model/portalSchema.js b/node/model/portalSchema.js new file mode 100644 index 000000000..56007b0cc --- /dev/null +++ b/node/model/portalSchema.js @@ -0,0 +1,21 @@ +const mongoose = require("mongoose"); + +const assetSchema = new mongoose.Schema({ + name: { type: String, required: true }, + type: { type: String, required: true }, // e.g., "Stock", "Crypto", "Real Estate", etc. + price: { type: Number, required: true }, + quantity: { type: Number, required: true }, + owner: { type: mongoose.Schema.Types.ObjectId, ref: "User", required: true } +}); + +const userSchema = new mongoose.Schema({ + name: { type: String, required: true }, + email: { type: String, required: true, unique: true }, + virtualBalance: { type: Number, default: 10000 }, + assets: [assetSchema] +}); + +const User = mongoose.model("User", userSchema); +const Asset = mongoose.model("Asset", assetSchema); + +module.exports = { User, Asset }; \ No newline at end of file diff --git a/node/model/transactionSchema.js b/node/model/transactionSchema.js new file mode 100644 index 000000000..1d2ae8991 --- /dev/null +++ b/node/model/transactionSchema.js @@ -0,0 +1,17 @@ +const mongoose = require("mongoose"); + +const TransactionSchema = new mongoose.Schema({ + userEmail: { type: String, required: true, index: true }, + transactions: [ + { + balance: { type: String, required: true }, + date: { type: String, required: true }, + deposits: { type: String, default: "0.00" }, + description: { type: String, required: true }, + withdrawals: { type: String, default: "0.00" } + } + ] +}); + +const Transaction = mongoose.model("Transaction", TransactionSchema); +module.exports = Transaction; diff --git a/node/model/userModel.js b/node/model/userModel.js new file mode 100644 index 000000000..8ed055b60 --- /dev/null +++ b/node/model/userModel.js @@ -0,0 +1,11 @@ +const mongoose = require("mongoose") + +const userSchema = new 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require("../controller/faqController"); + +const router = express.Router(); + +router.post("/faqHandler", faqController.handleFAQRequest); + +module.exports = router; diff --git a/node/routes/userRoute.js b/node/routes/userRoute.js new file mode 100644 index 000000000..3a56a078b --- /dev/null +++ b/node/routes/userRoute.js @@ -0,0 +1,18 @@ +const express = require("express"); +const router = express.Router(); +const userController = require("../controller/userController"); +const { authMiddleware } = require("../middleware/authMiddleware"); +const upload = require("../middleware/multerMiddleware"); // Import Multer middleware + + +router.post("/register",userController.createUser); +router.post("/login",userController.verifyUser); +router.get("/dashboard",authMiddleware,userController.getDashboard); +router.post("/financial-insights", authMiddleware, userController.getFinancialInsights); +router.post("/upload", authMiddleware, upload.single("file"), userController.uploadFile); +router.post("/portalRecharge", authMiddleware, userController.portalRecharge); + + + + +module.exports = router; \ No newline at end of file diff --git a/node/server.js b/node/server.js new file mode 100644 index 000000000..a34ce6788 --- /dev/null +++ b/node/server.js @@ -0,0 +1,21 @@ +require('dotenv').config(); +const cors = require("cors"); +const connectDb = require("./db"); +const express = require("express") +const userRoute = require("./routes/userRoute"); +const faqRoute = require("./routes/faqRoute"); + +const app = express(); +app.use(express.json()) +app.use(cors()); +const PORT = process.env.PORT; + +connectDb(); + +app.use("/user",userRoute); +app.use("/",faqRoute); + + +app.listen(PORT,()=>{ + console.log(`Server running on the port ${PORT}`); +}) \ No newline at end of file diff --git a/node/service/faqService.js b/node/service/faqService.js new file mode 100644 index 000000000..a6a510e81 --- /dev/null +++ b/node/service/faqService.js @@ -0,0 +1,21 @@ +exports.faqService = async (userQuery) => { + try { + const data = { "user_query": userQuery } + const response = await fetch(process.env.FLASK_URL + "/faqHandler", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(data) + }); + + const reply = await response.json(); + {{console.log(reply)}} + + return reply.response // Assuming Flask returns {"response": "some answer"} + } catch (error) { + console.error("Error calling Flask API:", error); + throw new Error("Failed to retrieve financial insight."); + } +} + + + diff --git a/node/service/transactionService.js b/node/service/transactionService.js new file mode 100644 index 000000000..6d8774bf3 --- /dev/null +++ b/node/service/transactionService.js @@ -0,0 +1,27 @@ +const Transaction = require("../model/transactionSchema"); + +exports.storeTransactions = async (email, transactions) => { + try { + if (!transactions || transactions.length === 0) { + throw new Error("No transactions provided"); + } + + for (let transaction of transactions) { + + let userTransaction = await Transaction.findOne({ userEmail: email }); + + if (!userTransaction) { + userTransaction = new Transaction({ userEmail:email, transactions: [] }); + } + + userTransaction.transactions.push(transaction); + + await userTransaction.save(); + } + + return { success: true, message: "Transactions stored successfully!" }; + } catch (error) { + console.error("Error storing transactions:", error); + throw new Error("Failed to store transactions."); + } +}; diff --git a/node/service/userService.js b/node/service/userService.js new file mode 100644 index 000000000..3d1019944 --- /dev/null +++ b/node/service/userService.js @@ -0,0 +1,88 @@ +const User = require("../model/userModel") +const bcrypt = require("bcrypt"); +const jwt = require("jsonwebtoken"); + +const path = require("path"); +const fs = require("fs"); + +exports.createUser = async (name, email, password) => { + try { + const isFound = await User.findOne({ email }); + if (isFound) { + return ({ success: false, message: "Email already exists" }); + } + else { + const hashedPassword = await bcrypt.hash(password, 10); + const user = new User({ name, email, password: hashedPassword }); + await user.save(); + return { success: true, message: "User created" }; + } + } catch (err) { + throw new Error(err.message); + } + +}; + +exports.verifyUser = async (email, password) => { + try { + const match = await User.findOne({ email }); + + if (!match) { + return { success: false, message: "Email not found" }; + } + + const isMatch = await bcrypt.compare(password, match.password); + if (!isMatch) { + return { success: false, message: "Invalid password" }; + } + + const token = jwt.sign( + { userId: match._id, name: match.name, email: match.email }, + process.env.JWT_SECRET, + { expiresIn: "1h" } + ); + + return { success: true, message: "User verified", token }; + } catch (err) { + throw err; + } +}; + + + +exports.saveExcelFile = async (file) => { + try { + const uploadDir = path.join(__dirname, "../../flask_backend/src/data"); + + // Ensure the folder exists + if (!fs.existsSync(uploadDir)) { + fs.mkdirSync(uploadDir, { recursive: true }); + } + + // Save file in Flask's backend + const filePath = path.join(uploadDir, file.filename); + fs.renameSync(file.path, filePath); // Move file to final destination + + return filePath; + } catch (error) { + console.error("Error saving file:", error); + throw new Error("File saving failed"); + } +}; + +exports.walletService = async (email, amount) => { + try { + const user = await User.findOne({ + email + }); + if (!user) { + return { success: false, message: "User not found" }; + } + user.wallet += amount; + await user.save(); + return { success: true, message: "Wallet updated" }; + } catch (error) { + console.error("Error updating wallet:", error); + throw new Error("Failed to update wallet"); + } +}; \ No newline at end of file