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FinPAL

FinPAL - Your Telegram Finance Ally

Application Description

Introducing FinPAL, your dedicated Financial Assistant Telegram bot meticulously crafted to offer unparalleled financial guidance and support. Harnessing the cutting-edge Trulens eval llm monitoring technology, FinPAL is engineered to deliver contextually rich and actionable financial advice. Powered by advanced algorithms and user-friendly functionalities, it stands out with unique features tailored for a seamless user experience.

Table of Contents

FinPAL

Web App Video Demo

View the Demo

Web App

Landing page

Dashboard

Screenshots

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Technology Stack

Technology Description
Material-UI React UI library
TypeScript Object-oriented language
React.js JavaScript library
Python a high-level, general-purpose programming language
FastAPI a modern web framework for building RESTful APIs in Python
Qdrant a vector similarity search engine
Prisma Next-generation ORM for Node.js & TypeScript
Pyrogram a modern, elegant and asynchronous MTProto API framework.
TgCrypto a Cryptography Library written in C as a Python extension
Google Generative AI a category of artificial intelligence that can create new text, images, video, audio, or code
Matplotlib a comprehensive library for creating static, animated, and interactive visualizations in Python
TruLens-Eval an open source library for evaluating and tracking the performance of LLM apps, such as RAGs.

Features

  1. FinPAL boasts a sophisticated suite of features designed for seamless financial management.
  2. FinPAL with Trulens eval llm monitoring, we have a robust llm monitoring system in place, get automated and measurable feedback on how the llm is performing.
  3. Integration with Telegram to ensure effective communication right in user pocket.
  4. Ability to save transaction receipts through chat or photo to add a practical touch.
  5. Generate transaction charts effortlessly through chat, and smoothly query transaction data for comprehensive financial insights.

How to use the FinPAL Telegram bot

  1. Initiate a conversation with the bot with a text prompt i.e /start command.

  2. Participate in financial dialogues with the bot, receiving guidance and responses on personal finance topics.

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How to use the app

Step #1 - Clone the project

$ git clone https://github.com/sandramsc/FinPAL.git

Step #2

  • Fill in all .env

  • Start docker compose

docker compose -f compose.local.yml up

  • Install dependencies in both frontend and backend folders: npm i OR yarn

  • To start the webapp, run: npm start OR yarn start

Authors

Name Link
Sandra Ashipala https://www.linkedin.com/in/sandraashipala/
Viky Wahjoedin https://www.linkedin.com/in/vikyweb/

License

GitLicense