⚡ Famille Infrastructure d'Agents

Infrastructure d'Agents et Plateforme de Langage

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

Le socle des agents autonomes : exécution sécurisée d'outils, mémoire à long terme, RAG et observabilité.

Essayer le forfait Growth

Runtime d'Exécution pour Agents Autonomes

POST/v1/agents/execute

Graphes d'exécution en environnement isolé avec reprise d'état et surcoût d'orchestration inférieur à 50ms.

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"]
  }'

Mémoire Épisodique Vectorielle et de Session

POST/v1/agents/memory

Mémoire conversationnelle combinant vecteurs denses, mots-clés et résumé automatique de session.

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"]
  }'

Base de Connaissances Gérée et RAG

POST/v1/knowledge/query

Découpage sémantique de documents, recherche vectorielle hybride et vérification de citations.

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
  }'

Traduction Automatique Neuronale (100 Langues)

POST/v1/language/translate

Traduction rapide de documents et conversations avec glossaires personnalisés et préservation du format.

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"
  }'

Intelligence Textuelle et Synthèse

POST/v1/language/summarize

Synthèse extractive et abstraite de documents avec citations vérifiées et zéro hallucination.

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
  }'

Extraction et Exploration Web Structurée

POST/v1/web/extract

Parsing DOM propre, rendu JavaScript et conversion dynamique en schémas Markdown structurés.

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"
  }'

Observabilité de LLMs et Suivi des Coûts

POST/v1/observability/traces

Suivi en temps réel des coûts de tokens, percentiles de latence et traçage des spans d'agents.

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
  }'