⚡ Agenten-Infrastruktur-Familie

Agenten-Infrastruktur & Sprachplattform

Name: Brainiall Agent Infrastructure & Language Platform
Brand: Brainiall
SKU: agents

Das Fundament für autonome Agenten: sichere Tool-Ausführung, Langzeitgedächtnis, Wissensindexierung und Telemetrie.

Growth-Plan testen

Ausführungsumgebung für Autonome Agenten

POST/v1/agents/execute

Ausführungsgraphen in isolierten Umgebungen mit Status-Rollbacks und unter 50ms Orchestrierungsoverhead.

Sandboxed multi-step tool execution with human-in-the-loop approvals
Stateful execution graphs with automatic retry and rollback primitives
Sub-50ms orchestration overhead on dedicated bare-metal nodes

RuntimeSandboxed WASM / MicroVM

Tool TimeoutUp to 300s

POST /v1/agents/executecURL

curl -X POST https://api.brainiall.com/v1/agents/execute \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "agent_id": "ag_research_99",
    "prompt": "Analyze latest SEC filings for ACME Corp and extract gross margin trend.",
    "tools": ["web_search", "document_extract"]
  }'

Episodisches Vektor- & Sitzungsgedächtnis

POST/v1/agents/memory

Persistentes Gedächtnis mit dichten Vektoren, Schlüsselwörtern und automatischer Zusammenfassung.

Persistent episodic recall and conversational history for AI agents
Hybrid dense vector + sparse keyword retrieval with temporal decay
Auto-summarization of stale session turns to minimize token costs

POST /v1/agents/memorycURL

curl -X POST https://api.brainiall.com/v1/agents/memory \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -d '{
    "user_id": "usr_4401",
    "event": "User prefers dark mode UI and Portuguese audio narration",
    "tags": ["preferences", "ui"]
  }'

Verwaltete Wissensbasis & RAG-Indexierung

POST/v1/knowledge/query

Semantisches Chunking, hybride Vektorsuche und verifizierte Quellennachweise.

Managed RAG vector indexing with semantic chunking and reranking
Returns grounded citation links with exact character start/end offsets

POST /v1/knowledge/querycURL

curl -X POST https://api.brainiall.com/v1/knowledge/query \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -d '{
    "index_id": "kb_enterprise_docs",
    "query": "What is our policy on SOC2 audit logs retention?",
    "top_k": 3
  }'

Neuronale Übersetzung (100 Sprachen)

POST/v1/language/translate

Schnelle Dokumenten- und Dialogübersetzung mit individuellen Glossaren und Formaterhalt.

Neural translation across 100 languages with custom glossary enforcement
Preserves HTML tags, markdown syntax, and code formatting during translation

POST /v1/language/translatecURL

curl -X POST https://api.brainiall.com/v1/language/translate \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -d '{
    "text": "Hello world, welcome to Brainiall Developer Portal.",
    "source_lang": "en",
    "target_lang": "pt-br"
  }'

Textintelligenz & Zusammenfassung

POST/v1/language/summarize

Extraktive und abstrahierende Zusammenfassung mit fundierten Zitaten ohne Halluzinationen.

Extractive and abstractive document summarization with length control
Grounded question answering with zero external hallucinations

POST /v1/language/summarizecURL

curl -X POST https://api.brainiall.com/v1/language/summarize \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -d '{
    "document": "<long-text-body>",
    "mode": "abstractive",
    "max_bullet_points": 5
  }'

Strukturierte Web-Extraktion & Crawling

POST/v1/web/extract

Sauberes DOM-Parsing, JavaScript-Rendering und dynamische Konvertierung in strukturierte Markdown-Schemas.

Clean DOM extraction, JavaScript rendering, and dynamic page scraping
Converts complex web pages to clean Markdown or structured JSON schemas

POST /v1/web/extractcURL

curl -X POST https://api.brainiall.com/v1/web/extract \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -d '{
    "url": "https://example.com/pricing",
    "render_js": true,
    "format": "markdown"
  }'

LLM-Observability & Kosten-Tracing

POST/v1/observability/traces

Echtzeitüberwachung von Token-Kosten, Latenzperzentilen und Tracing von Ausführungspfaden.

Real-time token cost, latency percentiles, and span tracing for agent graphs
Automated error alerting and prompt regression monitoring

POST /v1/observability/tracescURL

curl -X POST https://api.brainiall.com/v1/observability/traces \
  -H "Authorization: Bearer $BRAINIALL_KEY" \
  -d '{
    "trace_id": "tr_9912a",
    "span_name": "agent_planning",
    "duration_ms": 142,
    "cost_usd": 0.00041
  }'