nanoPerplexityAI

The simplest open-source implementation

CommonProductProgrammingSearch EngineLarge Language Model

nanoPerplexityAI is an open-source implementation of a large language model (LLM) service that references information from Google. It consists of only 100 lines of Python code without any complex GUI or LLM proxy.

Retrieve user queries
Search Google to find relevant webpage URLs and acquire text
Construct prompts using system prompts + webpage context + user queries
Invoke the LLM API to generate answers
Format citations and save LLM answers into a Markdown file for visualization

Developers and researchers can leverage nanoPerplexityAI to quickly construct their own language model services. It is simple
intuitive
and open-source
making it suitable for rapid prototyping and research.

For quickly generating documentation in Markdown format
Integrating into personal projects as a component for information retrieval and answer generation
As an introductory tool for learning and researching large language models

1. Clone or download the nanoPerplexityAI code
2. Install the necessary dependencies as outlined in README.md
3. Run the nanoPerplexityAI.py script
4. Enter user queries and wait for the script to generate answers
5. Review the generated Markdown file for answers and citation information

Visit

nanoPerplexityAI Visit Over Time

Monthly Visits

502571820

Bounce Rate

37.10%

Page per Visit

5.9

Visit Duration

00:06:29

nanoPerplexityAI Visit Trend

nanoPerplexityAI Visit Geography

nanoPerplexityAI Traffic Sources

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