| --- |
| tags: |
| - stackoverflow |
| - qdrant |
| - embeddings |
| - retrieval |
| - question-answering |
| task_categories: |
| - feature-extraction |
| - question-answering |
| language: |
| - en |
| pretty_name: StackOverflow Vector Snapshot Dataset |
| license: cc-by-sa-4.0 |
| viewer: false |
| --- |
| |
| # Dataset Card for StackOverflow Vector Snapshot Dataset |
|
|
| ## Summary |
|
|
| This dataset contains the vector-database component of Stack2Graph as restorable Qdrant snapshots. |
|
|
| The artifacts are intended for direct restore into Qdrant rather than row-wise reuse as a plain text or parquet dataset. |
|
|
| The repository covers the vector side of Stack2Graph only, not the accompanying knowledge graph artifact. |
|
|
| ## Repository Layout |
|
|
| ```text |
| qdrant_snapshots/ |
| collections_manifest.json |
| archive_manifest.json |
| stackoverflow_python_vector.tar.xz |
| stackoverflow_java_vector.tar.xz |
| stackoverflow_javascript_vector.snapshot.xz.part_000 |
| ... |
| ``` |
|
|
| Each language is stored as exactly one restore unit: |
|
|
| - a single `tar.xz` archive for regular-size snapshots |
| - split `xz` parts for oversized snapshots |
|
|
| ## Content |
|
|
| The snapshots represent per-language Qdrant collections derived from Stack Overflow questions tagged with supported programming-language tags. |
|
|
| Each collection stores the vector index used by the Stack2Graph retrieval pipeline. |
|
|
| The current pipeline covers major programming-language tags such as Python, Java, JavaScript, C, C++, C#, Go, Rust, TypeScript, SQL, Shell, and additional languages used throughout the project. |
|
|
| ## Intended Use |
|
|
| This dataset is meant to be downloaded and restored into a running Qdrant instance. |
|
|
| The repository manifest files describe which artifact files belong to which Qdrant collection. |
|
|
| It is primarily intended for retrieval experiments and system reconstruction, not for direct training from the packaged artifacts. |
|
|
| ## Source |
|
|
| The snapshots are generated from Stack Overflow data after preprocessing, embedding, and Qdrant ingestion in the Stack2Graph pipeline. |
|
|
| ## License |
|
|
| This dataset is distributed under `CC-BY-SA-4.0`. |
|
|
| ## Citation |
|
|
| If you use this dataset, cite the Stack2Graph project and preserve the attribution requirements of `CC-BY-SA-4.0`. |
|
|
