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$ show OrionStarAI/DeepV-Ki

[account ↗] [repo ↗] APPLICATION ★ 298 12 ● active (last update 6 months ago)
reviewed by: nvidia/nemotron-3-super-120b-a12b

DeepV-Ki is an AI-powered wiki generator for code repositories that combines a Next.js frontend with a FastAPI backend. The system allows users to input a repository URL and automatically generates documentation, architecture diagrams (Mermaid), and provides a RAG-based Q&A interface. It features multi-LLM provider support (OpenAI, Google Gemini, Azure, AWS Bedrock, Ollama), GitLab/GitHub/Bitbucket integration, asynchronous task processing with Celery, and multi-layer caching. The architecture follows a monorepo structure with clear separation between frontend (React/Next.js) and backend (Python/FastAPI) components, communicating via REST APIs. The system includes sophisticated authentication (SSO, session management), progress tracking, and real-time WebSocket communication for streaming AI responses.

RATING7.2/10
QUALITY7.5/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS2
VELOCITY0.32
OPEN ISSUES2
CLOSED ISSUES1
LAST COMMIT6 months ago
concurrently (npm) ^8.0.0
cross-env (npm) ^10.1.0
fastapi (pip) >=0.95.0
uvicorn (pip) >=0.21.1
pydantic (pip) >=2.0.0
google-generativeai (pip) >=0.3.0
tiktoken (pip) >=0.5.0
adalflow (pip) >=0.1.0
numpy (pip) >=1.24.0
faiss-cpu (pip) >=1.7.4
langid (pip) >=1.1.6
requests (pip) >=2.28.0
jinja2 (pip) >=3.1.2
python-dotenv (pip) >=1.0.0
openai (pip) >=1.76.2
ollama (pip) >=0.4.8
aiohttp (pip) >=3.8.4
boto3 (pip) >=1.34.0
pytest (pip) >=7.0.0
azure-identity (pip) >=1.12.0
azure-core (pip) >=1.24.0
python-gitlab (pip) >=6.5.0
sqlalchemy (pip) >=2.0.0
celery (pip) >=5.3.0
redis (pip) >=5.0.0
markdown (pip) >=3.9
pygments (pip) >=2.19.1
playwright (pip) >=1.40.0
authlib (pip) >=1.3.0
httpx (pip) >=0.27.0
itsdangerous (pip) >=2.0.0
pyjwt (pip) >=2.8.0
Files by Type (count)
Python
82
TSX
58
TypeScript
52
Other (.svg)
27
JSON
19
Markdown
14
Shell
9
Other (.png)
5
YAML
4
Other (no ext)
3
Other (.mjs)
2
Lock File
2
Files by Type (size)
Other (.png)
1MB
Other (.svg)
754KB
Python
751KB
TSX
564KB
Lock File
537KB
JSON
402KB
YAML
215KB
TypeScript
171KB
Markdown
88KB
Shell
37KB
Other (.ico)
25KB
PowerShell
16KB

The LLM identified 7 files worth highlighting for reuse:

Provides a reusable way to proxy API requests from frontend to backend, automatically handling authentication tokens and error responses. Demonstrates clean separation of concerns for API communication.

file: frontend/src/lib/api-proxy.ts ↗ | tags: #api-proxy #authentication #frontend-pattern

Custom React hook that caches API responses in localStorage with TTL and automatic revalidation. Reduces redundant network requests and provides a clean data fetching pattern with built-in caching logic.

file: frontend/src/hooks/useFetchWithCache.ts ↗ | tags: #react-hook #caching #data-fetching

Manages cached data with automatic background refresh, combining in-memory and persistent storage. Demonstrates sophisticated cache invalidation and refresh strategies for expensive computations.

file: api/services/cache_service.py ↗ | tags: #caching #background-refresh #service-pattern

Reusable progress bar component supporting both determinate and indeterminate states with smooth animations. Shows attention to UX details in long-running operations.

file: frontend/src/components/ProgressBar.tsx ↗ | tags: #ui-component #progress-bar #react-component

Manages user authentication state including login, logout, and token refresh. Provides a clean API for components to interact with auth state while handling token persistence and refresh logic.

file: frontend/src/hooks/useAuth.ts ↗ | tags: #react-hook #authentication #state-management

Markdown rendering component that safely processes markdown, highlights code blocks, and renders Mermaid diagrams as SVGs. Demonstrates secure content rendering with extensibility for custom block types.

file: frontend/src/components/Markdown.tsx ↗ | tags: #ui-component #markdown-renderer #mermaid #react-component

Wrapper around Celery providing simple API for task submission, status checking, and cancellation with persistent task metadata. Abstracts background job complexity for the rest of the application.

file: api/task_queue.py ↗ | tags: #task-queue #celery-wrapper #background-jobs
Last analyzed: 2026-08-05 08:12:05.869617
Next check: 2026-08-12 08:12:05.542620
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