e9410be941
- Pyproject.toml mit FastAPI, Pydantic v2, SQLAlchemy, httpx, asyncio, BeautifulSoup4, selectolax, trafilatura, uvicorn, pytest-asyncio - Multi-stage Dockerfile (Python 3.12-slim, Non-Root-User nsct) - docker-compose.yml (nsct-api + postgres + optional searxng) - .env.example mit allen Config-Parametern - Config-System: AppSettings mit LLMConfig, VisionConfig, AudioConfig, DatabaseConfig — komplett aus Environment, keine Hardcodes - Strukturiertes Logging mit research_id/llm_request_id Tracking - Pydantic v2 Schemas: SearchQuery, Source, Claim, EvidenceRelation, CitationEdge, ResearchReport - SQLAlchemy 2.0 Declarative Models + async Engine Factory - SSRF-Schutz: URL-Validation, IP-Blocklist (RFC1918, Cloud Metadata, file://, ftp://) - Provider-Interfaces: LLMProvider, VisionProvider, AudioProvider, SearchProvider, ContentFetcher als ABCs - Health-Endpoints: /health, /ready (LLM-Connect-Test), /providers - FastAPI App mit CORS, lifespan (LLM Pre-Flight) - CLI-Stub mit Entry-Points: nsct, nsct-core, nsct-api - 6 Test-Cases: /health, /ready, /providers + No-Secrets-Test - Vollständige Dokumentation: README, ARCHITECTURE, SECURITY, METHODOLOGY, API, DEPLOYMENT - .gitignore (Python, Docker, IDE, .env)
34 lines
1.1 KiB
Plaintext
34 lines
1.1 KiB
Plaintext
# ============================================================
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# NSCT — Environment Variables (copy to .env and fill in)
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# ============================================================
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# ---------- LLM ----------
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# OpenAI-compatible endpoint for the primary LLM worker
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NSCT_LLM_BASE_URL=http://localhost:8030/openai/v1
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NSCT_LLM_MODEL=Qwen3.6-6-35B
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NSCT_LLM_MAX_CONCURRENCY=3
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# Optional API key for the LLM endpoint (provider-specific header)
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NSCT_LLM_API_KEY=
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# ---------- Vision (image analysis) ----------
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NSCT_VISION_BASE_URL=http://localhost:8030/openai/visual/v1
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NSCT_VISION_MODEL=Qwen2-VL-3B
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NSCT_VISION_API_KEY=
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# ---------- Audio (speech / transcription) ----------
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NSCT_AUDIO_BASE_URL=http://localhost:8030/hermes-audio
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NSCT_AUDIO_MODEL=default
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NSCT_AUDIO_API_KEY=
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# ---------- PostgreSQL ----------
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NSCT_DB_URL=postgresql+asyncpg://nsct:nsct_secret@localhost:5432/nsct
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POSTGRES_USER=nsct
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POSTGRES_PASSWORD=nsct_secret
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POSTGRES_DB=nsct
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# ---------- SearXNG (optional search backend) ----------
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NSCT_SEARXNG_BASE_URL=http://localhost:8888/
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# ---------- General ----------
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NSCT_DEBUG=false |