Alternatives
Ragas Alternatives & Similar Tools
Compare tools related to Ragas. Suggestions combine curated relationships with focused catalog matches from the GuruStacks directory.
Zep
similar - 4.4 rating
Context engineering and memory platform for AI agents that assembles relevant context from chat history, business data, and user behavior using a temporal knowledge graph with sub-200ms retrieval latency.
Dify
similar - 4.4 rating
Production-ready agentic workflow builder for developing, deploying, and managing autonomous AI agents, RAG pipelines, and LLM integrations at scale.
LangChain
similar - 4.7 rating
Open-source framework and managed observability platform (LangSmith) for building production-grade LLM applications and AI agents, with tracing, evaluation, and deployment used by 6,000+ enterprise customers.
Context7
similar - 4.4 rating
MCP server that injects up-to-date, version-specific library documentation directly into your LLM context window. Indexes 9,000+ libraries and frameworks.
Langflow
similar - 4.4 rating
Open-source, low-code visual builder for creating and deploying AI agents and RAG applications, with a drag-and-drop interface backed by full Python customization and 100+ component integrations.
Flowise
similar - 4.4 rating
Open source platform for building AI agents and LLM applications visually with drag-and-drop workflow tools and multi-agent orchestration.
CrewAI
similar - 4.4 rating
Multi-agent platform for enterprises to build, deploy, and monitor teams of autonomous AI agents collaborating on complex tasks, with both an open-source Python framework and a managed cloud platform.
AutoGen
similar - 4.4 rating
Microsoft's open-source multi-agent framework that enables multiple LLM-powered agents to collaborate, debate, and self-correct on complex tasks through automated conversation and tool use.
LangGraph
similar - 4.4 rating
Open-source framework for building controllable, stateful multi-agent applications by modeling agents as state graphs, part of the LangChain ecosystem with 24,000+ GitHub stars.
Ollama
similar - 4.2 rating
Run open-source LLMs locally on your machine. Simple CLI to download and run Llama, Mistral, Gemma, and other models with no setup.
Vercel AI SDK
similar - 4.6 rating
Vercel AI SDK is an open-source TypeScript framework for building AI-powered apps with streaming, multi-model support, and automatic provider fallbacks.
Tekton
similar - 4.4 rating
Kubernetes-native open-source framework for creating CI/CD pipelines with reusable, composable building blocks that run as Kubernetes custom resources.