Datasets
The Education AI team maintains various datasets for use with AI systems. All datasets can be found in the MongoDB Education AI HuggingFace.
Content
Content datasets can be useful for building RAG systems and training models.
| Name | Type | Description | Visibility | Use Cases | Links |
|---|---|---|---|---|---|
| Public documentation | Long-form content | Markdown version of docs and developer center content. | Public | RAG, model training | https://huggingface.co/datasets/mongodb-eai/docs |
| Code example dataset | Prompt-completion | Code examples extracted from the MongoDB docs and developer center with prompts that could be used to generate the code. | Public | Model fine-tuning | https://huggingface.co/datasets/mongodb-eai/code-example-prompts |
Benchmarks
| Name | Type | Description | Visibility | |
|---|---|---|---|---|
| Natural language-to-Node.js Mongosh | Code generation | Assess how well LLMs generate mongosh code given a natural language prompt and information about a database. | External | https://huggingface.co/datasets/mongodb-eai/natural-language-to-mongosh |