trend_analyzer_agent

Analyzer Agent (AI Trends Analysis Pipeline)

A comprehensive AI analysis pipeline that analyzes AI news, benchmarks, and trends. Built using Google's Agent Development Kit (ADK) framework. Full explainer video is available on YouTube. Find more Agent demos built with ADK here

Overview

This agent demonstrates a complex 5-agent sequential pipeline that:

• Fetches the latest AI news from Twitter/X using Exa search
• Retrieves AI benchmarks and analysis using Tavily search
• Scrapes and processes data from Nebius Token Factory using Firecrawl
• Synthesizes and structures this information into a comprehensive analysis
• Analyzes AI trends and provides specific Nebius model recommendations

Technical Pattern

Uses a 5-agent sequential pipeline:

1. ExaAgent: Fetches latest AI news from Twitter/X
2. TavilyAgent: Retrieves AI benchmarks and analysis
3. SummaryAgent: Combines and formats information from the first two agents
4. FirecrawlAgent: Scrapes Nebius Token Factory website for model information
5. AnalysisAgent: Performs deep analysis using Llama-3.1-Nemotron-Ultra-253B model

Installation

1. Clone the Repo

git clone https://github.com/Arindam200/awesome-ai-apps.git
cd advance_ai_agents/trend_analyzer_agent

2. Install dependencies:

# Using pip
pip install -r requirements.txt

# Or using uv (recommended)
uv sync

3. Set up environment variables:

cp .env.example .env

4. Edit the .env file with your API keys:

NEBIUS_API_KEY="your_nebius_api_key_here"
NEBIUS_API_BASE="https://api.studio.nebius.ai/v1"
EXA_API_KEY="your_exa_api_key_here"
TAVILY_API_KEY="your_tavily_api_key_here"
FIRECRAWL_API_KEY="your_firecrawl_api_key_here"

Usage

Run with ADK CLI:

# Terminal - Run directly in the terminal
adk run analyzer_agent

# Dev UI - Visual interface for testing and debugging
adk web

Required API Keys

• Nebius AI - For LLM inference
• Exa - For AI news search
• Tavily - For specialized search
• Firecrawl - For web scraping