MongoAgent 🧠🔍
MongoAgent is an AI-powered assistant that helps generate and execute MongoDB queries using OpenAI. It supports intelligent querying, CRUD operations, collection/documentation exploration, and metadata generation.
✨ Features
- Connect to MongoDB
- Auto-generate queries using OpenAI (GPT-3.5)
- CRUD operations on collections and documents
- Smart prompt handling for listing collections
- Auto-inferred schema from sample documents
- Optional verbose logging for debugging
- Extendable for aggregation and custom operations
How to install
pip install MongoAgent
How to use?
from MongoAgent import MongoAgent
agent = MongoAgent(mongoURL=..., openAI_token=..., db_name=...)
ai_query = agent.execute(prompt="show last 3 entries in logs table")
print("\n🤖 AI Response:\n", ai_query)
result = agent.execute_from_ai_query(ai_query)
print(result)
1 maintainer
Metadata
1 maintainer
Release files for MongoAgent 0.1.2
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| mongoagent-0.1.2.tar.gz | 3.7 kB | Without provenance | Details for mongoagent-0.1.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| mongoagent-0.1.2-py3-none-any.whl | Python 3 | none | any | Details for mongoagent-0.1.2-py3-none-any.whl |
Total release size: 7.7 kB
Release files / mongoagent-0.1.2.tar.gz
| Download URL | mongoagent-0.1.2.tar.gz |
|---|---|
| Size | 3.7 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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No |
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twine/6.1.0 CPython/3.11.4
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Release files / mongoagent-0.1.2-py3-none-any.whl
| Download URL | mongoagent-0.1.2-py3-none-any.whl |
|---|---|
| Size | 4.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.4
|
Security for MongoAgent 0.1.2
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