prompt-to-query 1.0.0

High-performance SDK to convert natural language prompts to MongoDB queries using AI (OpenAI GPT or Anthropic Claude)

Prompt to Query - Python SDK

High-performance Python SDK to convert natural language prompts to MongoDB queries using AI (OpenAI GPT or Anthropic Claude).

Installation

pip install prompt-to-query

Quick Start

from prompt_to_query import PromptToQuery

# Initialize the client
ptq = PromptToQuery(
    llm_provider="openai",
    api_key="your-api-key",
    db_schema_path="schema.json"
)

# Generate a MongoDB query from natural language
query = ptq.generate_query("Get all active users from last month")
print(query)
# Output: {'operation': 'find', 'collection': 'users', 'filter': {...}}

Features

• 🚀 High Performance: Native Go library with Python bindings
• 🔄 Cross-Platform: Supports Linux (glibc/musl), macOS (Intel/ARM), and Windows
• 🎯 Zero External Dependencies: Uses only Python's standard library (ctypes)
• 🤖 Multiple LLM Providers: OpenAI (GPT-4) and Anthropic (Claude)
• 📊 Flexible Schema: JSON-based database schema definition

Supported Platforms

The package includes pre-built native libraries for:

• Linux: x86_64 (glibc), x86_64 (musl/Alpine), ARM64 (glibc), ARM64 (musl/Alpine)
• macOS: x86_64 (Intel), ARM64 (Apple Silicon)
• Windows: x86_64

Documentation

For complete documentation, examples, and API reference, visit: https://github.com/dimarborda/prompt-to-query

Development

Building from Source

# Install dependencies
pip install -e .

# Build native libraries for current platform
python scripts/build-native.py

# Build for all platforms (requires Docker)
python scripts/build-native.py --all

Running Tests

pytest tests/

License

MIT License - see LICENSE file for details

Links

• GitHub: https://github.com/dimarborda/prompt-to-query
• PyPI: https://pypi.org/project/prompt-to-query/
• Issues: https://github.com/dimarborda/prompt-to-query/issues