CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).
AWS Lambda that forwards AWS service events — CloudWatch alarms, CodePipeline, CodeDeploy, ECS, GuardDuty, Inspector2, RDS, SES, AWS Health and more — to Slack as Block Kit messages.
Cloud-agnostic Terraform IAM policy validator — pre-apply check that ensures your deploy role has the permissions required by every resource in the plan.
Discover, map & secure AWS, Azure, & GCP. Scan resources and their relationships into a local inventory, visualize the graph, and run OPA policy checks with SARIF output.
Simplifies asynchronous and synchronous message handling with support for buses, handlers, channels, and consumers. Build scalable, decoupled applications with ease and reliability.