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FusionAGI/tests/test_vector_memory.py
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Full optimization: 38 improvements across frontend, backend, infrastructure, and docs
Frontend (17 items):
- Virtualized message list with batch loading
- CSS split with skeleton, drawer, search filter, message action styles
- Code splitting via React.lazy + Suspense for Admin/Ethics/Settings pages
- Skeleton loading components (Skeleton, SkeletonCard, SkeletonGrid)
- Debounced search/filter component (SearchFilter)
- Error boundary with fallback UI
- Keyboard shortcuts (Ctrl+K search, Ctrl+Enter send, Escape dismiss)
- Page transition animations (fade-in)
- PWA support (manifest.json + service worker)
- WebSocket auto-reconnect with exponential backoff (10 retries)
- Chat history persistence to localStorage (500 msg limit)
- Message edit/delete on hover
- Copy-to-clipboard on code blocks
- Mobile drawer (bottom-sheet for consensus panel)
- File upload support
- User preferences sync to backend

Testing (8 items):
- Component tests: Toast, Markdown, ChatMessage, Avatar, ErrorBoundary, Skeleton
- Hook tests: useChatHistory
- E2E smoke tests (5 tests)
- Accessibility audit utility

Backend (12 items):
- Vector memory with cosine similarity search
- TTS/STT adapter factory wiring
- Geometry kernel with orphan detection
- Tenant registry with CRUD operations
- Response cache with TTL
- Connection pool (async)
- Background task queue
- Health check endpoints (/health, /ready)
- Request tracing middleware (X-Request-ID)
- API key rotation mechanism
- Environment-based config (settings.py)
- API route documentation improvements

Infrastructure (4 items):
- Grafana dashboard template
- Database migration system
- Storybook configuration

Documentation (3 items):
- ADR-001: Advisory Governance Model
- ADR-002: Twelve-Head Architecture
- ADR-003: Consequence Engine

552 Python tests + 45 frontend tests passing, 0 ruff errors.

Co-Authored-By: Nakamoto, S <defi@defi-oracle.io>
2026-05-02 03:08:08 +00:00

57 lines
1.5 KiB
Python

"""Tests for vector memory with cosine similarity."""
from fusionagi.memory.service import VectorMemory
def test_add_and_search():
vm = VectorMemory()
vm.add("doc1", [1.0, 0.0, 0.0], {"text": "hello"})
vm.add("doc2", [0.0, 1.0, 0.0], {"text": "world"})
results = vm.search([1.0, 0.0, 0.0], top_k=1)
assert len(results) == 1
assert results[0]["id"] == "doc1"
assert results[0]["score"] > 0.99
def test_cosine_similarity():
assert abs(VectorMemory._cosine_similarity([1, 0], [1, 0]) - 1.0) < 0.001
assert abs(VectorMemory._cosine_similarity([1, 0], [0, 1])) < 0.001
assert abs(VectorMemory._cosine_similarity([1, 1], [1, 1]) - 1.0) < 0.001
def test_zero_vector():
assert VectorMemory._cosine_similarity([0, 0], [1, 0]) == 0.0
def test_delete():
vm = VectorMemory()
vm.add("doc1", [1.0, 0.0])
assert vm.count() == 1
assert vm.delete("doc1") is True
assert vm.count() == 0
def test_max_entries():
vm = VectorMemory(max_entries=2)
vm.add("a", [1.0])
vm.add("b", [2.0])
vm.add("c", [3.0])
assert vm.count() == 2
def test_search_top_k():
vm = VectorMemory()
vm.add("a", [1.0, 0.0])
vm.add("b", [0.9, 0.1])
vm.add("c", [0.0, 1.0])
results = vm.search([1.0, 0.0], top_k=2)
assert len(results) == 2
assert results[0]["id"] == "a"
def test_search_with_metadata():
vm = VectorMemory()
vm.add("doc", [1.0], {"key": "value"})
results = vm.search([1.0])
assert results[0]["metadata"]["key"] == "value"