Snappy
π Snappy's unique approach unifies vision-language late interaction with structured OCR for region-level knowledge retrieval. Like the project? Drop a star! β
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μ΅μ’ λ²μ λ€μ΄λ‘λ (.zip)- bug_report.md
- feature_request.md
- codeql.yml
- docker-publish.yml
- release-please.yml
- DOCKER_REGISTRY.md
- settings.json
- snappy_dark_nobg_resized.png
- snappy_light_nobg_resized.png
- __init__.py
- jobs.py
- status.py
- upload.py
- __init__.py
- actions.py
- status.py
- __init__.py
- models.py
- operations.py
- progress.py
- __init__.py
- config.py
- files.py
- interpretability.py
- meta.py
- retrieval.py
- __init__.py
- app.py
- dependencies.py
- models.py
- progress.py
- utils.py
- .env.example
- __init__.py
- dataset_runner.py
- local_client.py
- metrics.py
- README.md
- run_bbox_docvqa.py
- __init__.py
- client.py
- processor.py
- __init__.py
- points.py
- __init__.py
- client.py
- collection.py
- embedding.py
- search.py
- __init__.py
- colpali.py
- local_storage.py
- local_storage_utils.py
- __init__.py
- application.py
- base.py
- colpali.py
- deepseek_ocr.py
- local_storage.py
- processing.py
- qdrant.py
- retrieval.py
- upload.py
- __init__.py
- application.py
- logging.py
- runtime.py
- analysis.md
- architecture.md
- configuration.md
- late_interaction.md
- ocr_storage.md
- pipeline.md
- spatial_grounding.md
- __init__.py
- embedding.py
- ocr.py
- rasterizer.py
- storage.py
- upsert.py
- __init__.py
- console.py
- errors.py
- image_processor.py
- storage.py
- streaming_pipeline.py
- streaming_types.py
- utils.py
- __init__.py
- errors.py
- file_constraints.py
- indexing.py
- maintenance.py
- ocr.py
- ocr_persistence.py
- region_relevance.py
- retrieval.py
- __init__.py
- request_id.py
- timing.py
- param_sweep.py
- __init__.py
- timing.py
- .dockerignore
- .env.example
- .gitignore
- __version__.py
- docker-compose.yml
- Dockerfile
- main.py
- packages.txt
- README.md
- requirements.txt
- __init__.py
- routes.py
- __init__.py
- config.py
- logging.py
- __init__.py
- schemas.py
- __init__.py
- embedding_processor.py
- model_service.py
- __init__.py
- image_processing.py
- __init__.py
- main.py
- __init__.py
- request_id.py
- timing.py
- .dockerignore
- .env.example
- .gitignore
- docker-compose.yml
- Dockerfile
- main.py
- README.md
- requirements.txt
- __init__.py
- routes.py
- __init__.py
- config.py
- logging.py
- __init__.py
- request_id.py
- timing.py
- __init__.py
- schemas.py
- __init__.py
- model_service.py
- ocr_processor.py
- __init__.py
- image_processing.py
- __init__.py
- main.py
- .env.example
- .gitignore
- docker-compose.yml
- Dockerfile
- main.py
- README.md
- requirements.txt
- social-preview-dark-mode.html
- social-preview-light-mode.html
- page.tsx
- route.ts
- error.tsx
- page.tsx
- page.tsx
- page.tsx
- error.tsx
- page.tsx
- error.tsx
- page.tsx
- error.tsx
- globals.css
- layout.tsx
- loading.tsx
- page.tsx
- utilities.css
- chat-composer.tsx
- chat-message.tsx
- CitationHoverCard.tsx
- MarkdownRenderer.tsx
- suggestion-panel.tsx
- accordion.tsx
- alert-dialog.tsx
- alert.tsx
- avatar.tsx
- badge.tsx
- breadcrumb.tsx
- button-group.tsx
- button.tsx
- card.tsx
- checkbox.tsx
- collapsible.tsx
- dialog.tsx
- dropdown-menu.tsx
- empty.tsx
- field.tsx
- hover-card.tsx
- input-group.tsx
- input.tsx
- item.tsx
- kbd.tsx
- label.tsx
- pagination.tsx
- popover.tsx
- progress.tsx
- radio-group.tsx
- scroll-area.tsx
- select.tsx
- separator.tsx
- sheet.tsx
- skeleton.tsx
- slider.tsx
- sonner.tsx
- spinner.tsx
- switch.tsx
- table.tsx
- tabs.tsx
- textarea.tsx
- tooltip.tsx
- app-button.tsx
- config-initializer.tsx
- footer.tsx
- info-tooltip.tsx
- interpretability-heatmap.tsx
- lightbox.tsx
- nav.tsx
- page-header.tsx
- theme-provider.tsx
- openapi.json
- use-interpretability.ts
- use-mean-pooling-enabled.ts
- use-mobile.ts
- document_search.ts
- ApiError.ts
- ApiRequestOptions.ts
- ApiResult.ts
- CancelablePromise.ts
- OpenAPI.ts
- request.ts
- Body_generate_interpretability_maps_api_interpretability_post.ts
- Body_index_index_post.ts
- ConfigUpdate.ts
- HTTPValidationError.ts
- OcrBatchRequest.ts
- OcrBatchResponse.ts
- OcrDocumentRequest.ts
- OcrPageRequest.ts
- OcrResponse.ts
- SearchItem.ts
- ValidationError.ts
- ConfigurationService.ts
- FilesService.ts
- IndexingService.ts
- InterpretabilityService.ts
- MaintenanceService.ts
- MetaService.ts
- OcrService.ts
- RetrievalService.ts
- index.ts
- chat.ts
- client.ts
- interpretability.ts
- runtime.ts
- schemas.ts
- brain-states.ts
- content.ts
- openai-types.ts
- openai.ts
- prompt.ts
- service.ts
- sse.ts
- types.ts
- config-store.ts
- index.ts
- use-chat-store.ts
- use-chat.ts
- use-configuration-panel.ts
- use-file-upload.ts
- use-maintenance-actions.ts
- use-search-store.ts
- use-system-management.ts
- use-system-status.ts
- use-upload-sse.ts
- use-upload-store.ts
- logger.ts
- normalization.ts
- chat.ts
- utils.ts
- DuckDB.svg
- FastAPI.svg
- Illuin-Tech-Colpali.png
- nextjs-icon-dark-background.svg
- nextjs-icon-light-background.svg
- Qdrant.svg
- snappy_dark.png
- snappy_dark_nobg.png
- snappy_dark_nobg_resized.png
- snappy_dark_resized.png
- snappy_light.png
- snappy_light_nobg.png
- snappy_light_nobg_resized.png
- Snappy_light_readme.png
- file.svg
- globe.svg
- next.svg
- vercel.svg
- window.svg
- chat-reducer.ts
- global-reducer.ts
- index.ts
- search-reducer.ts
- system-reducer.ts
- upload-reducer.ts
- storage.ts
- app-store.tsx
- types.ts
- index.d.ts
- package.json
- zod-compat.d.ts
- zodios-compatible.d.ts
- .env.example
- .eslintrc.json
- .gitignore
- components.json
- docker-compose.yml
- Dockerfile
- next.config.ts
- package-lock.json
- package.json
- postcss.config.mjs
- README.md
- tsconfig.json
- yarn.lock
- analyze_precision_ceiling.py
- count_lines.sh
- generate_benchmark_charts.py
- generate_openapi.py
- README.md
- sync_version.py
- .dockerignore
- .env.example
- .eslintignore
- .gitattributes
- .gitignore
- .pre-commit-config.yaml
- .release-please-manifest.json
- AGENTS.md
- CHANGELOG.md
- CLAUDE.md
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- docker-compose.yml
- LICENSE
- README.md
- release-please-config.json
- SECURITY.md
- VERSIONING.md
// repository documentation
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