wavefront

What the README says you get

• AI
  YAML agents and workflowsDefine agents and multi-agent workflows in YAML, built on flo-ai
• AI
  Versioned agent rollbackEvery save creates a new version, validated by building the agent or compiling the workflow
• AI
  Async background runsRun them synchronously with streamed events, or asynchronously on background workers
• AI
  Persistent chat sessionsEach user gets persistent chat sessions with stored history and streaming replies
• AI
  Voice-to-voice agentsVoice-to-voice agents for inbound and outbound phone calls, built on Pipecat
• AI
  Knowledge bases and RAGUpload documents to knowledge bases, with background ingestion and embedding
• AI
  Hybrid retrieval with rerankingRetrieval combines vector (pgvector) and keyword search with reranking, and supports image search
• AI
  Multi-provider model supportOpenAI, Azure OpenAI, Anthropic, Google Gemini, Groq, Ollama and vLLM, managed centrally as reusable model configurations
• Analytics
  OpenTelemetry telemetryBuilt-in OpenTelemetry telemetry pushed to any APM backend
• API
  REST API servicesAPI services connect any REST backend, with API key, Basic and Bearer authentication
• Auth
  SSO and OAuth sign-inEmail/password, Google OAuth, Microsoft OAuth (Entra) and Microsoft ADFS sign-in
• Auth
  Role-based access controlRole-based access control with users, groups, roles and resources
• Data
  SQL datasource connectorsConnect to BigQuery, Redshift, PostgreSQL and SQL Server as datasources
• Data
  Cloud storage supportCloud storage works with AWS, GCP and Azure

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.