OneSearch - Ultimate Market Analysis Tool

This project was built as part of the Data-Driven VC Hackathon organized by Red River West & Bivwak! by BNP Paribas

How to deploy locally

1. Create .env file cp .env.example .env
2. Fill the OpenAI API key, Perplexity API key and Harmonic API key
3. Run make
4. Visit https://localhost:30012

Docs

• Backend: https://localhost:30011/docs

Description

This repository contains the MVP of a product designed to analyze data from the internet and the Harmonic service to provide a comprehensive overview of specific markets or startups.

How It Works

Input Selection

At the start, you can choose a company or market and select the questions you are interested in. These questions are passed to Perplexity, which searches the web, aggregates information from multiple articles, and provides detailed answers.

Question Customization

A default set of questions is available, but you can modify it by editing the relevant part of the code. This allows you to tailor the analysis to your specific needs.

Market Insights

• For selected markets, we identify top companies, startups, and enterprises using Perplexity.
• We gather metrics about these companies and compile a list of potentially interesting startups worth exploring.

Trend Analysis

• Employee counts of relevant companies.
• Website visits, reflecting market activity and momentum.

Data Aggregation

All collected insights are synthesized using GPT and displayed on the front-end for an easy-to-read summary.

How to Contribute

This project is open for contributions! Here’s how you can help:

1. Add New Questions
   • Navigate to the backend-source-prompts-overview folder.
   • Create a new text file named after your topic.
   • Add the relevant prompt
   • The prompt will automatically be included in the build process.
2. Enhance Harmonic Data Usage
   • Add more fields from the Harmonic dataset.
   • Improve how the data is visualized in the reports.

Checklist

Code modules

• GitHub Repo
• .env
• description
• Perplexity API wrapper
• Harmonic wrapper
• Harmonic export to gpt input
• docker-compose: python + frontend
• deploy
• recheck whether everything exists in the result
• prompts
• fund specific metrics
• questions checkboxes
• table of the startups and enterprises
• trend chart
• source links

Inputs / data

• Overview prompts
• Final prompt

QA

• Find 10 examples topics and test them

Security

• Session auth
• OpenAI Key / Local Key saving to the session

Nice to add

• Fund custom questions

Authors

• Gareth Carless - Atomico
• Eugene Chernyavsky - Runa Capital
• Stevenson Jossaint - Developer - 42
• Alban Montigny - Developer - 42
• Martin Naturel - Bpifrance
• Thomas Prudhomme - Bpifrance
• Thomas Rocher - Bpifrance
• Thomas Willson - Partech Partners
• Daniel Zhou - Data Scientist - Télécom Paris