| # AI Evaluation Data | |
| ## Getting started | |
| This repo contains datasets used to evaluate the quality of AI features we are developing at GitLab. | |
| We follow a similar approach to HuggingFace and store the datasets as LFS objects under the `data` folder. | |
| ## Datasets | |
| ### AI Feature: Duo Chat | |
| #### Context dataset | |
| | Field name | Type | Additional notes | | |
| |----------------|------------------|--------------------------------------------------------------| | |
| | `context_id` | STRING | Valid UUIDs, generated as `uuid4().hex` in Python | | |
| | `context` | STRING | JSON string describing one of the GitLab resources | | |
| | `context_type` | STRING | GitLab resource type, either `issue` or `epic` | | |
| | `referer_url` | STRING, NULLABLE | Not used in this iteration, added for Chat API compatibility | | |
| #### Queries dataset | |
| | Field name | Type | Additional notes | | |
| |-----------------|------------------|--------------------------------------------------------------| | |
| | `query_id` | STRING | Valid UUIDs, generated as `uuid4().hex` in Python | | |
| | `query` | STRING | User query submitted to Duo Chat | | |
| | `context` | STRING | JSON string describing one of the GitLab resources | | |
| | `resource_id` | INT, NULLABLE | GitLab global resource identifier | | |
| | `resource_type` | STRING | GitLab resource type, either `issue` or `epic` | | |
| | `referer_url` | STRING, NULLABLE | Not used in this iteration, added for Chat API compatibility | | |
| #### Code generations | |
| | Field name | Type | Additional notes | | |
| |-----------------|------------------|--------------------------------------------------------------| | |
| | `query_id` | STRING | Valid UUIDs, generated as `uuid4().hex` in Python | | |
| | `query` | STRING | User query submitted to Duo Chat | | |
| ## Usage | |
| Refer to a specific commit SHA1 if you need to get a concrete revision of the dataset. | |
| ```shell | |
| GIT_LFS_SKIP_SMUDGE=1 git clone $URL | |
| git reset --hard $SHA1 | |
| git lfs pull | |
| ``` | |
| ## Authors | |
| - Alexander Chueshev - achueshev@gitlab.com | |
| - Bruno Cardoso - bcardoso@gitlab.com | |
| - David O'Regan - doregan@gitlab.com | |