Nexus

Cognitive strategy engine - self-hosted Mistral 7B, zero external AI cost

1 min read

Nexus analyzes sites and synthesizes optimal extraction plans.

analyze

result = client.nexus.analyze("https://example.com")
print(result.site_type, result.complexity, result.recommended_modules)

synthesize

plan = client.nexus.synthesize(
    "https://example.com",
    goal="Extract all product listings with prices",
)
print(plan.strategy, plan.steps, plan.schema)

verify

result = client.nexus.verify(plan_id="plan-abc123")
print(result.valid, result.issues)

execute

result = client.nexus.execute(plan_id="plan-abc123")
print(result.status, result.records)

knowledge

kb = client.nexus.knowledge("cloudflare anti-bot bypass")
print(kb.answer, kb.sources)