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Kacper Łukawski
bc20106b7d
* Add common datasets * Add instruction for titles * Add tutorial on how to use Hugging Face datasets * Add an information about Qdrant org at Hugging Face * Add links to Hugging Face datasets * Add preview images * Add CTA (Discord) * Fix typo * Add link to Discord * List available datasets on top of the page * Fix some typos and improve intro * Fix some typos and improve intro * Add fixed snapshot links * Add Wolt food dataset * Add API calls to restore the snapshots * Adjust the weight of the section * Reorder tutorials
2.6 KiB
2.6 KiB
title, weight, is_empty, aliases
| title | weight | is_empty | aliases | ||
|---|---|---|---|---|---|
| Tutorials | 23 | false |
|
Tutorials
These tutorials demonstrate different ways you can build vector search into your applications.
| Tutorial | Description | Stack |
|---|---|---|
| Configure Optimal Use | Configure Qdrant collections for best resource use. | Qdrant |
| Separate Partitions | Serve vectors for many independent users. | Qdrant |
| Bulk Upload Vectors | Upload a large scale dataset. | Qdrant |
| Create Dataset Snapshots | Turn a dataset into a snapshot by exporting it from a collection. | Qdrant |
| Semantic Search for Beginners | Create a simple search engine locally in minutes. | Qdrant |
| Simple Neural Search | Build and deploy a neural search that browses startup data. | Qdrant, BERT, FastAPI |
| Aleph Alpha Search | Build a multimodal search that combines text and image data. | Qdrant, Aleph Alpha |
| Mighty Semantic Search | Build a simple semantic search with an on-demand NLP service. | Qdrant, Mighty |
| Asynchronous API | Communicate with Qdrant server asynchronously with Python SDK. | Qdrant, Python |
| Multitenancy with LlamaIndex | Handle data coming from multiple users in LlamaIndex. | Qdrant, Python, LlamaIndex |
| HuggingFace datasets | Load a Hugging Face dataset to Qdrant | Qdrant, Python, datasets |
| Troubleshooting | Solutions to common errors and fixes | Qdrant |