My RAG alternatives

The 12 products closest to My RAG in what they do and who they're for, best match first.

RAG Evaluation Starter — Runs five metrics locally with no SaaS signup or mandatory API key required. (Code, Free)
RAG-Anything — It unifies text and multimodal document retrieval within a single framework. (Research, Free)
LightRAG — It uses a dual-layer architecture to reduce LLM calls and retrieval latency. (Research, Free)
Code Graph RAG — It builds knowledge graphs from codebases using Tree-sitter parsing. (Code, Free)
WeKnora — Combines RAG, multi-step agents, and automatic Wiki generation in one platform. (Research, Free)
RAGFlow — Provides an integrated platform combining data processing with agent workflows. (Research, Free)
LEANN — Efficiently index millions of documents locally with 97% storage savings. (Research, Free)
UltraRAG — Build complex RAG workflows using modular MCP components and YAML configuration. (Research, Free)
Kotaemon — It offers an open-source, customizable interface for local and API-based document retrieval. (Research, Free)
rag_control — Enforces enterprise security policies and tracks RAG execution. (Code, Free)
Quivr — It provides a pre-built RAG infrastructure for rapid application integration. (Code, Free)
PageIndex — It provides 98.7% accuracy on FinanceBench without vector databases. (Research, Freemium)