Bag of words

Build and share smart data apps using AI

Bag of words enables users to create comprehensive dashboards with a single prompt and refine them iteratively. It integrates seamlessly with various data sources, including databases, APIs, and business systems, allowing for effective data utilization.

Key Features:

• Data Source Integration: Connect to databases, APIs, files, and business systems.

• Natural Language Queries: Formulate complex queries using natural language.

• Dashboard Management: Schedule and share beautiful dashboards effortlessly.

• LLM Compatibility: Use your preferred LLM (OpenAI, Anthropic, etc.).

Quick Start

Docker (Recommended)

# Run with SQLite (default)
docker run -p 3000:3000 bagofwords/bagofwords

Run with PostgreSQL

docker run -p 3000:3000 \
  -e BOW_DATABASE_URL=postgresql://user:password@localhost:5432/dbname \
  bagofwords/bagofwords

Custom deployments

For more advanced deployments, see the docs.

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Local Development

Prerequisites

• Python 3.12+
• Node.js 18+
• Yarn

Backend Setup

# Setup Python environment
cd backend
python3 -m venv venv
source venv/bin/activate  # or `venv\Scripts\activate` on Windows
pip install -r requirements_versioned.txt

# Run migrations
alembic upgrade head

# Start server
python main.py  # Available at http://localhost:8000

Frontend Setup

cd frontend
yarn install
yarn dev      # Regular mode

API Documentation

• OpenAPI docs: http://localhost:8000/docs

License

AGPL-3.0