chaim
9edcb58c93
Adds a searchable KB for חוק הביטוח הלאומי, תקנות הביטוח הלאומי, and חוזרי הביטוח הלאומי. Hybrid search (pgvector cosine + tsvector/trgm) fused with Reciprocal Rank Fusion, exposed to Shira as the `search_insurance_kb` tool. - api/services/kb/: asyncpg pool, Voyage voyage-multilingual-2 client, per-kind chunker (statute-by-section / circular header-aware), ingest pipeline with supersession (old source → superseded_by), hybrid search. - api/routes/admin_kb.py: POST /admin/kb/ingest (multipart), GET /admin/kb/stats. - mcp_server/tools/legal_kb_tools.py: `search_insurance_kb` registered under the `legal` toolset. - pyproject.toml: +asyncpg, +python-docx, +boto3, +python-multipart. Infra (external): pgvector/pgvector:pg16 on the shared PG, insurance_kb DB with hnsw + gin indexes, MinIO bucket insurance-kb, KB_DATABASE_URL in Infisical /espocrm, VOYAGE_API_KEY/VOYAGE_MODEL/KB_DATABASE_URL on the shira-hermes Coolify app. Refs Task Master #2 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
32 lines
684 B
TOML
32 lines
684 B
TOML
[project]
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name = "shira-hermes"
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version = "0.1.0"
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description = "Shira AI Assistant — Hermes Agent backend for EspoCRM SmartAssistant"
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requires-python = ">=3.11"
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dependencies = [
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"fastapi>=0.115.0",
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"uvicorn[standard]>=0.32.0",
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"httpx>=0.27.0",
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"pydantic>=2.10.0",
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"openai>=1.50.0",
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"pyyaml>=6.0",
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"pymupdf>=1.24.0",
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"asyncpg>=0.30.0",
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"python-docx>=1.1.2",
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"boto3>=1.35.0",
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"python-multipart>=0.0.9",
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]
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[project.optional-dependencies]
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dev = [
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"pytest>=8.0",
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"pytest-asyncio>=0.24.0",
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]
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[tool.hatch.build.targets.wheel]
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packages = ["api", "mcp_server"]
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[build-system]
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requires = ["hatchling"]
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build-backend = "hatchling.build"
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