Dify
Best for self-hosting
Why teams pick it
Flexible deployment: managed cloud, self-hosted Docker, or enterprise options
Open-source alternatives to LlamaIndex Workflows
Compare community-driven replacements for LlamaIndex Workflows in ai application frameworks & orchestration workflows. We curate active, self-hostable options with transparent licensing so you can evaluate the right fit quickly.
LlamaIndex Workflows
LlamaIndex Workflows lets you orchestrate agents and pipelines as step-based, event-driven graphs with looping, branching, and concurrency, available in Python and TypeScript with options to run as a server.Read more
Key stats
- 8Alternatives
- 5Support self-hosting
Run on infrastructure you control
- 8Active development
Recent commits in the last 6 months
- 4Permissive licenses
MIT, Apache, and similar licenses
Counts reflect projects currently indexed as alternatives to LlamaIndex Workflows.
Start with these picks
These projects match the most common migration paths for teams replacing LlamaIndex Workflows.
Langflow
Privacy-first alternative
Why teams pick it
Organizations requiring self-hosted, open-source AI orchestration
All open-source alternatives
Dify
Open-source platform for building production-ready LLM applications
Self-host friendlyActive developmentPrivacy-firstTypeScript
Why teams choose it
- Visual workflow builder with agentic AI and RAG pipeline support
- Integration with hundreds of LLMs from dozens of providers
- 50+ built-in tools for agents plus custom tool support
Watch for
Minimum 2-core CPU and 4GB RAM requirements may limit resource-constrained deployments
Migration highlight
Enterprise Knowledge Base with RAG
Process internal PDFs and documents to build a searchable AI assistant that answers employee questions using company-specific information with full audit trails
RAGFlow
RAG engine with deep document understanding and agents
Active developmentPermissive licenseFast to deployPython
Why teams choose it
- Deep document understanding extracts knowledge from complex unstructured formats with unlimited token capacity
- Template-based chunking with visualization enables intelligent, explainable text segmentation and human intervention
- Grounded citations with traceable references reduce hallucinations and support verifiable answers
Watch for
Requires substantial resources: minimum 16 GB RAM and 50 GB disk space
Migration highlight
Enterprise Document Intelligence
Extract structured knowledge from mixed-format corporate documents, scanned files, and presentations with grounded citations for compliance and audit trails
Langflow
Visual builder for AI agents and workflows with API deployment
Self-host friendlyActive developmentPermissive licensePython
Why teams choose it
- Visual builder with Python source code access for full customization
- Deploy workflows as REST APIs or MCP servers for any framework
- Multi-agent orchestration with conversation management and retrieval
Watch for
Requires Python 3.10–3.13 and uv package manager setup
Migration highlight
Customer Support Agent
Deploy a multi-agent workflow as an API that routes inquiries, retrieves knowledge base articles, and escalates complex cases to human agents.
Flowise
Build and deploy AI agents visually with low-code workflows
Self-host friendlyActive developmentPrivacy-firstTypeScript
Why teams choose it
- Drag-and-drop visual editor for building LLM chains and agent workflows
- Pre-built integrations with major LLM providers, vector stores, and tools
- Self-hostable on any infrastructure or use managed Flowise Cloud
Watch for
Visual abstraction may limit fine-grained control for complex use cases
Migration highlight
Customer Support Chatbot
Deploy a RAG-powered support bot that answers questions from your knowledge base with minimal coding
Sim
Rapidly build, run, and scale AI agent workflows.
Active developmentPermissive licensePrivacy-firstTypeScript
Why teams choose it
- Visual low‑code flow editor for building agent pipelines
- Plug‑and‑play local model support via Ollama (GPU or CPU)
- Real‑time collaboration and socket‑based updates
Watch for
Requires Docker/Bun and PostgreSQL with pgvector
Migration highlight
Customer support chatbot with knowledge base
Automates ticket triage using RAG and real‑time agent routing
n8n
Fair-code workflow automation platform with native AI capabilities
Self-host friendlyActive developmentPrivacy-firstTypeScript
Why teams choose it
- Write JavaScript/Python code inline or use visual interface with 400+ integrations
- Build AI agent workflows with native LangChain support and custom models
- Self-host with fair-code license or deploy to managed cloud infrastructure
Watch for
Requires Node.js knowledge for advanced customization and local deployment
Migration highlight
AI-Powered Customer Support Automation
Build LangChain-based agents that process support tickets, query internal knowledge bases, and route complex issues to human agents while maintaining data privacy through self-hosting.
Claude-Flow
AI-driven orchestration platform for coordinated multi-agent development
Active developmentIntegration-friendlyAI-powered workflowsTypeScript
Why teams choose it
- Hive‑Mind intelligence with queen‑led agent coordination
- 27+ neural models accelerated via WASM SIMD
- 87 MCP tools covering orchestration, memory, and automation
Watch for
Alpha release may exhibit stability issues
Migration highlight
Rapid API scaffolding
Generates a fully functional REST API from a single natural‑language prompt
Haystack
End-to-end LLM framework for building production-ready RAG applications
Self-host friendlyActive developmentPermissive licenseMDX
Why teams choose it
- Vendor-agnostic component system supporting OpenAI, Cohere, Hugging Face, Azure, Bedrock, and custom models
- Production-ready pipeline orchestration for RAG, semantic search, and question answering
- Extensible architecture with custom component support and third-party integrations
Watch for
Learning curve for understanding pipeline architecture and component interactions
Migration highlight
Enterprise Knowledge Base RAG
Search across millions of internal documents with context-aware answers combining vector retrieval and LLM generation, deployed on-premises for data security
Choosing a ai application frameworks & orchestration alternative
Teams replacing LlamaIndex Workflows in ai application frameworks & orchestration workflows typically weigh self-hosting needs, integration coverage, and licensing obligations.
- 5 projects let you self-host and keep customer data on infrastructure you control.
- 8 options are actively maintained with recent commits.
Tip: shortlist one hosted and one self-hosted option so stakeholders can compare trade-offs before migrating away from LlamaIndex Workflows.