Skip to content

Built A Local AI Agent using Ollama, LangChain & RAGS. Prompt fine tuning Ollama model for personal use

Notifications You must be signed in to change notification settings

AshutoshRudraksh/Local-AI-Agent

Repository files navigation

Restaurant Review Q&A System

A Python application that uses LangChain and Ollama to answer questions about restaurants based on customer reviews.

Setup

  1. Create a virtual environment:
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate
  1. Install dependencies:
pip install langchain-ollama langchain-community chromadb pandas
  1. Run the application:
python main.py

Features

  • Uses Ollama for embeddings and LLM
  • Stores restaurant reviews in a vector database
  • Answers questions based on relevant reviews
  • Interactive command-line interface

About

Built A Local AI Agent using Ollama, LangChain & RAGS. Prompt fine tuning Ollama model for personal use

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages