AI Forecast & Tech News Assistant

Conversational AI assistant built with n8n, OpenAI, Gemini and external APIs.
The project combines real-time weather forecasting and technology news retrieval while exploring LLM orchestration, tool calling, contextual memory and conversational interfaces.

Overview

This project explores the development of AI-powered workflows using n8n and modern language models.

The assistant can:

• provide weather forecasts through natural language,
• retrieve recent technology news,
• interpret relative dates such as “tomorrow” or “this weekend”,
• maintain short-term conversational context,
• and interact with external APIs through tool calling.

Tech Stack

• n8n
• OpenAI API
• Google Gemini API
• Open-Meteo API
• RSS Feed integrations
• Render

Features

• Conversational weather forecasting
• Technology news retrieval
• Short-term conversational memory
• Relative date interpretation
• Real-time API integration
• AI tool orchestration

Workflow Architecture

The workflow consists of:

1. Chat interface and trigger
2. AI agent orchestration
3. Conversational memory
4. Weather API integration
5. RSS-based tech news retrieval
6. OpenAI and Gemini language models

Example Queries

What's the weather in Paris tomorrow?

Setup

1. Import the workflow into n8n
2. Configure your OpenAI and Gemini credentials
3. Activate the workflow
4. Open the chat interface

Live demo

View Project

Future implementations

The following developments for this agent will be oriented towards the development of an academic assistant, rather than a general purpose chatbot.