🤖 CryptoPulse AI Agent

LLM-powered cryptocurrency market research agent — autonomous news analysis, price signal extraction, and structured report generation using CrewAI, Groq, Exa Search, and Alpha Vantage.

---

What It Does

CryptoPulse is a multi-agent AI system that autonomously researches a cryptocurrency, synthesizes live news and price data, and generates a structured investment research report — without manual prompting.

The agent pipeline:

1. News Agent — queries Exa Search for the latest crypto news and sentiment signals
2. Price Agent — fetches OHLCV data from Alpha Vantage and identifies trend patterns
3. Analyst Agent — synthesizes both sources into a structured markdown report with risk/opportunity highlights

---

Key Results

• End-to-end research report generated in under 60 seconds per asset
• Covers: sentiment summary, price trend analysis, key risk factors, outlook
• Modular architecture — swap any data source or model without rewiring the pipeline

---

Architecture

User Input (ticker symbol)
        │
        ▼
┌───────────────────────────────────┐
│         CrewAI Orchestrator       │
├──────────────┬────────────────────┤
│  News Agent  │   Price Agent      │
│  (Exa Search)│ (Alpha Vantage)    │
└──────────────┴────────────────────┘
        │               │
        └──────┬─────────┘
               ▼
       Analyst Agent (Groq LLM)
               │
               ▼
     Structured Research Report

---

Tech Stack

Component	Tool
Agent Framework	CrewAI
LLM	Groq (Llama 3)
News Retrieval	Exa Search API
Price Data	Alpha Vantage API
Language	Python 3.10+

---

Setup & Run

# 1. Clone the repo
git clone https://github.com/Tarun110/CryptoPulse-AI-Agent.git
cd CryptoPulse-AI-Agent

# 2. Install dependencies
pip install -r requirements.txt

# 3. Set your API keys
cp .env.example .env
# Fill in: GROQ_API_KEY, EXA_API_KEY, ALPHA_VANTAGE_API_KEY

# 4. Run
python main.py

---

Sample Output

=== CryptoPulse Report: BTC ===
Date: 2025-01-15

SENTIMENT: Moderately Bullish
Recent news highlights ETF inflow momentum and positive macro signals.

PRICE TREND: Uptrend (7-day), resistance at $98,200
Volume: Above 30-day average (+18%)

RISK FACTORS:
- Regulatory news from SEC pending
- Altcoin rotation risk

OUTLOOK: Cautiously positive short-term. Watch $94K support level.

---

Project Structure

CryptoPulse-AI-Agent/
├── agents/
│   ├── news_agent.py
│   ├── price_agent.py
│   └── analyst_agent.py
├── tools/
│   ├── exa_search.py
│   └── alpha_vantage.py
├── main.py
├── requirements.txt
└── .env.example

---

Author

Tarun Sai Reddy Kummetha — LinkedIn · Portfolio