analyzer_agent

Analyzer Agent (AI Trends Analysis Pipeline)

A comprehensive AI analysis pipeline that analyzes AI news, benchmarks, and trends. Full explainer video is available on YouTube

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 Studio 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 Studio website for model information
5. AnalysisAgent: Performs deep analysis using Llama-3.1-Nemotron-Ultra-253B model

Setup

1. Set up environment variables:

cp .env.example .env

2. 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 Token Factory - For LLM inference
• Exa - For AI news search
• Tavily - For specialized search
• Firecrawl - For web scraping