Group: Intelliswarm

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Core framework: agents, tasks, processes, state management, observability, governance

Built-in tool implementations: file I/O, web scraping, PDF, CSV, HTTP, shell, email, database

YAML DSL for declarative workflow definitions — parse, validate, and compile workflow YAML into live Swarm instances

Bill of Materials for SwarmAI Framework — import this POM to align all module versions

RAFT consensus and distributed goal execution for multi-node agent swarms

Self-evaluating swarm, competitive benchmarks, and agent evals for continuous framework improvement

Native Anthropic SDK adapter — prompt caching, extended thinking, inline citations, PDF document blocks, vision, fine-grained tool streaming

Native Ollama HTTP adapter — calls /api/chat directly, parses structured tool_calls, supports num_ctx and other Ollama options that the Spring AI bridge can't pass through.

Java multi-agent framework built on Spring AI

Retrieval-Augmented Generation primitives exposed as SwarmAI tools: Lucene-backed vector store, document ingestion (chunk + embed + write), paper download from HTTP, and academic search adapters (Semantic Scholar, OpenAlex, ...

Optional opt-in module providing dynamic skill generation and workflow observation collection. Disabled by default.