AIPA Terminal

Live site: aipriceaction.com | GitHub: aipriceaction | Frontend: aipriceaction-web | Docker image: quanhua92/aipriceaction:latest | Python SDK: aipriceaction on PyPI | AIPA Terminal: aipa-cli on PyPI

Textual-based terminal interface for AI-powered ticker analysis. Features streaming chat with thinking/reasoning display, autocomplete, slash commands, and workflow tabs.

Install

# Run directly (no install)
uvx aipa-cli ui

# Or install as a standalone tool
uv tool install aipa-cli

# Use
aipa ui
aipa-cli ui

Requirements

• Python 3.13+
• An OpenAI-compatible API key (OPENAI_API_KEY) — only needed for AI analysis, not for data fetching
• Optional: set OPENAI_BASE_URL for custom providers like OpenRouter

Quick Start

# Launch the TUI — first run auto-starts interactive setup
aipa ui

# Or run setup manually at any time
aipa setup

# AI analysis with default question template
aipa analyze VCB

# AI analysis with a custom question
aipa analyze VCB --question "What is the support level and stop loss?"

# Browse available question templates
aipa analyze VCB --questions

# Use a specific question template by index
aipa analyze VCB 2 --question "What is the current trend of VCB?"

# Dump raw context data without calling the LLM (no API key needed)
aipa analyze VCB --context-only

# Override language to English (default is your saved setting)
aipa analyze VCB --lang en

# Use hourly interval with SMA instead of EMA
aipa analyze BTCUSDT --interval 1h --sma

# Analyze multiple tickers at once
aipa analyze VCB FPT VIC --interval 1D

# Market snapshot only (default, fast, no API key needed)
aipa deep-research

# Market snapshot for crypto
aipa deep-research --source crypto

# Run the full multi-agent deep research pipeline (5-10 min)
aipa deep-research --run

# Full pipeline for global stocks
aipa deep-research --source global --run

# Full pipeline with a custom question and save report to file
aipa deep-research --run "Which sectors are leading the market?" --output report.md

# Resume a previous deep-research session from checkpoint
aipa deep-research --run --resume <session-id>

# Fetch raw OHLCV data as a table
aipa get-ohlcv-data VCB --interval 1D --limit 10

# Fetch multiple tickers at once
aipa get-ohlcv-data VCB TCB MBB --limit 10

# Fetch with date range and no moving averages
aipa get-ohlcv-data VCB --start-date 2026-04-01 --end-date 2026-04-30 --no-ma

# Top tickers by trading value (latest candle)
aipa live-data

# Top 10 VN stocks by trading value
aipa live-data --top 10

# SJC gold data
aipa live-data --source sjc

# Crypto top 10
aipa live-data --source crypto --top 10

# Latest candle for specific tickers
aipa live-data VCB TCB MBB

# List available tickers
aipa ticker-list

# List tickers by source and group
aipa ticker-list --source vn --group NGAN_HANG

# Compact output (symbols only)
aipa ticker-list --source crypto --compact

# Top 10 VN performers by price change (default)
aipa performers

# Top 5 by volume
aipa performers --sort-by volume --limit 5

# Top 10 by trading value
aipa performers --sort-by value --limit 10

# Volume profile for VCB today
aipa volume-profile VCB

# Volume profile for BTCUSDT
aipa volume-profile BTCUSDT --source crypto --bins 30

# List saved chat sessions
aipa resume

# Open TUI with a resumed session
aipa resume 0

CLI Commands

aipa analyze

AI-powered analysis for one or more tickers. Builds context from OHLCV data and sends it to the LLM with a question.

# Default: uses question template 0 with your saved language setting
aipa analyze VCB

# Custom question
aipa analyze VCB --question "Is this a good time to buy?"

# List all question templates (trading opportunity, news, Wyckoff, etc.)
aipa analyze VCB --questions

# Raw data dump only (no LLM call, no API key required)
aipa analyze VCB --context-only

# Multi-ticker analysis
aipa analyze VCB FPT MBB

# Hourly data with SMA indicators
aipa analyze VCB --interval 1h --ma-type sma --limit 50

# Force English output
aipa analyze VCB --lang en

aipa deep-research

Multi-agent deep research pipeline: supervisor decomposes into sector subtasks, parallel workers fetch data and analyze, aggregator synthesizes, and reviewer validates data integrity. By default, dumps a market snapshot only. Add --run to execute the full pipeline (takes 5-10 minutes). Use --source to target different markets — the supervisor, workers, and default question all adapt to the selected source.

# Default: VN market snapshot only (fast, no API key needed)
aipa deep-research

# Crypto market snapshot
aipa deep-research --source crypto

# Run the full multi-agent pipeline
aipa deep-research --run

# Full pipeline for global stocks
aipa deep-research --source global --run

# Full pipeline with custom research question
aipa deep-research --run "Compare banking vs real estate sectors"

# Save final report to file
aipa deep-research --run --output ~/reports/market-analysis.md

# Resume from a previous checkpoint session
aipa deep-research --run --resume 019e0cbb-0466-fa9f-d68c-2da40d35a68f

# Force Vietnamese output (full pipeline)
aipa deep-research --run --lang vn

aipa get-ohlcv-data

Fetch raw OHLCV data as a table (no LLM involved, works without setup).

# Default: daily data with MA indicators
aipa get-ohlcv-data VCB

# Hourly data, last 10 bars
aipa get-ohlcv-data VCB --interval 1h --limit 10

# Date range, no moving averages
aipa get-ohlcv-data VCB --start-date 2026-04-01 --end-date 2026-04-30 --no-ma

# Crypto data
aipa get-ohlcv-data BTCUSDT --interval 1D --limit 30

Note: Pass multiple space-separated ticker symbols (e.g. VCB TCB MBB) to fetch them in one call.

aipa live-data

Fetch the latest candle for all tickers or specific tickers. No LLM involved, no API key needed. When no tickers are specified, returns top N tickers sorted by trading value (close × volume) descending.

# Top 50 by trading value (default)
aipa live-data

# Top 10
aipa live-data --top 10

# Hourly interval
aipa live-data --interval 1h

# Specific tickers
aipa live-data VCB TCB MBB

aipa ticker-list

List available ticker symbols with metadata (name, group, exchange, source). No LLM involved, no API key needed.

# All tickers
aipa ticker-list

# Filter by source
aipa ticker-list --source vn

# Filter by group (e.g. banking sector)
aipa ticker-list --source vn --group NGAN_HANG

# Compact: symbols only, comma-separated
aipa ticker-list --source crypto --compact

aipa performers

Rank top and worst performers by any metric. Fetches live daily data with MA indicators — no API key needed. Defaults to VN stocks.

# Top 10 VN stocks by price change (default)
aipa performers

# Top 5 by volume, ascending
aipa performers --sort-by volume --direction asc --limit 5

# Top 20 by MA50 score
aipa performers --sort-by ma50_score --limit 20

# Crypto performers
aipa performers --source crypto --limit 5

# Banking sector only
aipa performers --group NGAN_HANG --sort-by value

# Securities sector top gainers
aipa performers --group CHUNG_KHOAN --sort-by close_changed --limit 5

aipa volume-profile

Volume-by-price histogram analysis from 1-minute data. Shows POC, value area, volume-weighted statistics, and a visual bar chart — no API key needed.

# Today's profile for VCB
aipa volume-profile VCB

# Specific date
aipa volume-profile VCB --date 2026-05-09

# Crypto with fewer bins
aipa volume-profile BTCUSDT --source crypto --bins 30

# Date range with custom value area
aipa volume-profile FPT --start-date 2026-05-05 --end-date 2026-05-09 --value-area-pct 80

aipa setup

Interactive first-run configuration. Prompts for language, reference ticker, API key, base URL, and model. Settings are saved to ~/.aipriceaction/settings.json. Re-running shows current values as defaults.

# Run interactively
aipa setup

aipa fundamentals

Fundamental data: company info, financial ratios, ranking, and screening. No API key needed — reads from cached vn.zip.

aipa fundamentals info TICKER

Show company profile, shareholders, and officers.

aipa fundamentals info ACB
aipa fundamentals info FPT --source vn

aipa fundamentals ratios TICKER

Show financial ratios organized by category.

aipa fundamentals ratios VCB                    # All yearly reports
aipa fundamentals ratios VCB --latest            # Only latest yearly
aipa fundamentals ratios VCB --year 2024         # Specific year
aipa fundamentals ratios VCB --no-yearly         # Include quarterly
aipa fundamentals ratios VCB --category bank     # Bank-specific fields only
aipa fundamentals ratios VCB --json              # Raw JSON output

aipa fundamentals rank

Rank tickers by any of 50+ fundamental fields.

aipa fundamentals rank                                           # Top 10 VN by ROE
aipa fundamentals rank --sort-by pe --direction asc --limit 20   # Cheapest by PE
aipa fundamentals rank VCB BID CTG TCB MBB --sort-by car         # Banks by CAR
aipa fundamentals rank --watchlist VN30 --sort-by roe --limit 15 # VN30 by ROE
aipa fundamentals rank --sort-by npl --direction asc --limit 10  # Best asset quality
aipa fundamentals rank --sort-by dividend_yield                   # Highest dividend
aipa fundamentals rank --sort-by market_cap --limit 20            # Largest by cap

aipa fundamentals screen

Filter tickers by fundamental criteria, then rank.

aipa fundamentals screen --pe-max 15 --roe-min 0.15 --sort-by roe                   # Value stocks
aipa fundamentals screen --industry "ngân hàng" --sort-by roe                        # Banking sector
aipa fundamentals screen --npl-max 0.015 --car-min 0.10 --sort-by npl --direction asc # Safe banks
aipa fundamentals screen --dividend-yield-min 0.03 --sort-by dividend_yield           # Dividend stocks
aipa fundamentals screen --watchlist VN30 --pe-max 20 --roe-min 0.10                  # Screen VN30
aipa fundamentals screen VCB FPT HPG VNM --roe-min 0.15 --sort-by pe --direction asc  # Specific tickers

aipa resume

List saved chat sessions or open the TUI with a resumed one. Sessions are auto-saved under ~/.aipriceaction/sessions/.

# List recent sessions
aipa resume

# Open TUI with a specific session
aipa resume 0

# Open TUI by UUID prefix
aipa resume 0194a2b3

First-Run Setup

Commands that require an API key will auto-run aipa setup on first use if not yet configured. Commands that don't need an API key always work immediately.

TUI

Launch the TUI with aipa ui. The interface has six tabs:

• Chat — AI-powered chat with streaming responses, thinking/reasoning display, slash commands, and arrow-key history navigation
• Workflows — Structured analysis forms with question bank dropdown for ticker analysis and deep research
• Vietnam — Browse and search Vietnamese stock tickers
• Crypto — Browse and search cryptocurrency tickers
• Global — Browse and search global/Yahoo tickers
• Settings — Configure API key, model, base URL, and other preferences

Slash Commands (Chat tab)

/analyze VCB                  # Default AI analysis
/analyze VCB 1h               # AI analysis with hourly interval
/analyze VCB 2                # Use question template index 2
/analyze VCB --question What is support?   # Custom question
/export VCB FPT               # Export context to markdown file
/deep-research                # Multi-agent research
/save                         # Export chat to markdown (default: ~/aipriceaction-chat-<id>.md)
/save ~/my-chat.md            # Export chat to custom path
/resume                       # List saved sessions
/resume 0                     # Load session by index
/resume 0194a2b3              # Load session by UUID prefix
/sessions                     # Alias for /resume
/new                          # Start new session (clears history)
/clear                        # Clear chat display only
/exit                         # Quit

Chat sessions are auto-saved to ~/.aipriceaction/sessions/ and restored with full LLM context when resumed.

Press Ctrl+O in the Chat tab to view thinking/reasoning history.

Settings Tab

Configure your API key, model, and base URL directly in the TUI. Settings are saved to ~/.aipriceaction/settings.json and shared across both TUI and CLI.

Configuration

Settings are loaded from ~/.aipriceaction/settings.json. You can configure them via the TUI Settings tab or set environment variables:

License

MIT