pico jarvis

Pico Jarvis

This repository contains the source code for the Retrieval-augmented Generation (RAG) technique, as described in the following articles:

• Part 1: Getting started, Chain of Thought

• Part 2: Reason-Act, multi-turn conversation

• Part 3: PDF ingestion, vector search

• Bonus: RAG with SLM (Small Language Model)

First, you need to run the API server of llama.cpp with Phi 2:

./server -m /path/to/phi-2.Q4_K_M.gguf

(For a slower response but with improved accuracy, consider using Mistral 7B OpenOrca).

To launch Pico Jarvis, you need Node.js v18 or later:

npm install
npm start

and then open localhost:5000.

Ask the following questions:

• Who wrote the Canon of Medicine?

• Is ramen typically eaten in Egypt?

• Who directed the Dark Knight movie?

• Name Indonesia #1 tourist destination!

(and some more to try)

• What is the native language of Mr. Spock?

• Which US state starts with G?

• What is the atomic number of Magnesium?

• Where do we find kangoroo?

• Who is the father of Luke Skywalker?

• In which country Mandarin is spoken?

• What is the longest river in Latin America?

• Who authored the special theory of relativity?

• Which fictional metal is infused into Wolverine body?

• Who sailed with the flagship Santa Maria?

• Name the big desert close to Mongolia

• Which is closer to Singapor: Vietnam or Australia?

• Who is the fictional spy 007?

• Which country is known for IKEA?

Meanwhile, questions related the solar system will be answered by searching the PDF document:

• What is a dwarf planet?

• Which planet known as the red one?

• What materials compose the gas giants?

• How about the ice giants?

• Explain the heliopause

• When did Voyager 2 enter the interstellar space?

• How about Voyager 1?

If you get an API key for OpenWeatherMap and supply it as OPENWEATHERMAP_API_KEY environment variable, try to ask the following:

• How is the weather in Jakarta?

• What is the current temperature in Palo Alto?

• Is it currently cloudy in Seattle?