Langchain Profile Summariser

A Langchain application that uses OpenAI, SerpAPI, Nubela API to find information and make inferences about someone using only their name.

APIs used:

1. OpenAI
2. Nubela
3. SerpAI

We first input a name to a web-application that I created using Flask, which is then passed to the SerpAPI that scrapes the Internet to find a LinkedIn profile page associated with that name, the profile page is than sent to Nubela API that converts this into a JSON, which is then passed to OpenAI API that gives us some inferences about the person such as a short summary, some interesting facts, what could be a potential ice-breaker with that person and finally their interests.

All of the above steps are carried out by a Langchain agent.

Set-up

1. First clone this repository using the command:

   git clone https://github.com/omkmorendha/Langchain_Profile_summariser
   

2. Create a vitrual enviornment using

   pipenv shell
   

3. Install necessary libraries

   pipenv install
   

4. Then create an enviornmental variable file(.env) and link it

5. Add your API keys for the following APIS:

   1. OpenAI API
   2. SerpAPI
   3. Nebula API

6. Run the app.py file

Final Result