CMA-CGM
cma-cgm-a9fa72f3·2 events·first seen 1mo agoAliases: CMA-CGM, CMA CGM
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Mistral Releases Search Toolkit: Open-Source Composable Framework for Production RAG and Enterprise Search Pipelines
Mistral AI has launched Search Toolkit in public preview, an open-source framework that unifies document ingestion, retrieval, and evaluation into a single composable pipeline for AI applications. The toolkit ships with BM25 sparse retrieval, dense embedding-based retrieval, hybrid configurations, and built-in metrics (recall, precision, MRR, NDCG), targeting enterprise RAG workflows, domain-specific retrieval, and agentic systems. It integrates with MCP-based Connectors for live data access from CRMs, code repositories, and productivity tools. CMA CGM is cited as a production user, combining Search Toolkit with Voxtral for real-time fake news detection across audio sources.
Mistral AI Launches Workflows: Enterprise AI Orchestration Layer in Public Preview
Mistral AI has released Workflows in public preview, an enterprise-grade orchestration layer integrated into its Studio platform that enables durable, observable, fault-tolerant AI pipeline execution in production. The system supports human-in-the-loop approvals via a single API call, full execution tracing with OpenTelemetry, and Python-based workflow authoring that publishes to Le Chat for non-developer triggering. Early enterprise customers including ASML, ABANCA, CMA-CGM, and La Banque Postale are already using it for cargo release automation, KYC compliance, and customer support triage. The product targets the gap between proof-of-concept AI pipelines and reliable production deployment.