Europe's past

What it does

This app uses vector database.First user query vector database using Gemini API embeddings. Once it get result from query Gemini API will generate essay with Title,Background,event and aftermath.I am using Langchain framework and pydantic to convert text response into pydantic object.
For research on particular topic provided by user Gemini API will come up with steps for research.Then Gemini API will go through each step and do research on each steps.Once we collected data from all steps Gemini API will take all data collected from each steps Gemini API will generate final Draft based on research done on steps.Final Research Draft contains Title,Findings and summary