# AI tools for “RAG” 195 matching tools; showing 24, ranked by relevance. Filters: `group=coding-development` | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Why it matched | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Ragie](https://openaitools.app/tool/ragie) | 7,557 | -26.8% | Freemium, Free Trial, Free | The managed context engine for agents, assistants and apps | keywords 100%; semantic match | [.md](https://openaitools.app/tool/ragie.md) | | 2 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | keywords 100%; semantic match | [.md](https://openaitools.app/tool/dify-ai.md) | | 3 | [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | +19.9% | Freemium, Contact for Pricing | Turn any document into AI-ready context with agentic parsing and extraction | keywords 100%; semantic match | [.md](https://openaitools.app/tool/llamaindex.md) | | 4 | [RAGGENIE](https://openaitools.app/tool/raggenie) | 166 | +17.7% | Free | Build your own GenAI copilot with low code | keywords 100%; semantic match | [.md](https://openaitools.app/tool/raggenie.md) | | 5 | [Zilliz](https://openaitools.app/tool/zilliz) | 108,886 | -16.4% | Freemium, Paid, Free, Contact for Pricing | Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus | keywords 100%; semantic match | [.md](https://openaitools.app/tool/zilliz.md) | | 6 | [OpenAssistantGPT](https://openaitools.app/tool/openassistantgpt) | 13,468 | +10.3% | Freemium, Paid, Contact for Pricing | Open-source platform for building no-code RAG AI chatbots | keywords 100%; semantic match | [.md](https://openaitools.app/tool/openassistantgpt.md) | | 7 | [Agentset](https://openaitools.app/tool/agentset) | 6,469 | -29.3% | Freemium, Contact for Pricing | Open-source RAG platform for reliable AI chat and search | keywords 100%; semantic match | [.md](https://openaitools.app/tool/agentset.md) | | 8 | [AlphaCorp AI](https://openaitools.app/tool/alphacorp-ai) | 38,657 | +108.4% | Contact for Pricing | AI agent development studio for production-grade systems | keywords 100%; semantic match | [.md](https://openaitools.app/tool/alphacorp-ai.md) | | 9 | [Agents-Flex](https://openaitools.app/tool/agents-flex) | 5,088 | +202.3% | Free / Open Source | Open-source Java framework for building AI agents and LLM apps | keywords 100%; semantic match | [.md](https://openaitools.app/tool/agents-flex.md) | | 10 | [Agno](https://openaitools.app/tool/agno) | 140,302 | -3.3% | Contact for Pricing, Free | Self-driving agent platform you run in your own cloud | keywords 100%; semantic match | [.md](https://openaitools.app/tool/agno.md) | | 11 | [Epsilla](https://openaitools.app/tool/epsilla) | 6,882 | +17% | Freemium, Paid, Contact for Pricing | Vertical AI agent as a service — build and deploy agents without engineering overhead | keywords 100%; semantic match | [.md](https://openaitools.app/tool/epsilla.md) | | 12 | [AnythingLLM](https://openaitools.app/tool/anythingllm) | 512,269 | +12.9% | Freemium | Own your intelligence: a private AI assistant that runs entirely on your machine | keywords 100% | [.md](https://openaitools.app/tool/anythingllm.md) | | 13 | [CleverAI](https://openaitools.app/tool/cleverai) | 5,439 | -2.7% | Project-based (from $15,000); Contact for Pricing | Enterprise AI product studio building agents, RAG and SaaS | keywords 100%; semantic match | [.md](https://openaitools.app/tool/cleverai.md) | | 14 | [Ducky](https://openaitools.app/tool/ducky) | 1,966 | -8.4% | Freemium | Fully managed AI search and RAG infrastructure for developers | keywords 100%; semantic match | [.md](https://openaitools.app/tool/ducky.md) | | 15 | [Pinecone](https://openaitools.app/tool/pinecone) | 286,732 | -31% | Freemium, Paid, Contact for Pricing | The managed vector database and knowledge engine for production AI | keywords 100% | [.md](https://openaitools.app/tool/pinecone.md) | | 16 | [Trieve](https://openaitools.app/tool/trieve) | 1,946 | -12.4% | Contact for Pricing | Search, discovery and RAG infrastructure for your product | keywords 100%; semantic match | [.md](https://openaitools.app/tool/trieve.md) | | 17 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Search foundation built from embeddings, rerankers, and reader APIs | keywords 100% | [.md](https://openaitools.app/tool/jina-ai.md) | | 18 | [Polygres](https://openaitools.app/tool/polygres) | 4,018 | -52.3% | Freemium | Graph, vector and text retrieval for AI agents on your Postgres | keywords 100%; semantic match | [.md](https://openaitools.app/tool/polygres.md) | | 19 | [Label Studio](https://openaitools.app/tool/label-studio) | 137,199 | -16.1% | Contact for Pricing, Free | Label any data. Evaluate any AI. | keywords 100% | [.md](https://openaitools.app/tool/label-studio.md) | | 20 | [Fireworks](https://openaitools.app/tool/fireworks-ai) | 659,687 | +6% | Contact for Pricing | Run, ensemble and train open AI models as your own specialized intelligence | keywords 100% | [.md](https://openaitools.app/tool/fireworks-ai.md) | | 21 | [Treg](https://openaitools.app/tool/treg) | 452,935 | +223.4% | Freemium | One key for 4,100+ agent tools, pay per call | semantic match | [.md](https://openaitools.app/tool/treg.md) | | 22 | [v0 by Vercel](https://openaitools.app/tool/v0-dev-by-vercel-labs) | 2,774,275 | -14.3% | Freemium | Prompt to working full-stack web app, published in seconds | semantic match | [.md](https://openaitools.app/tool/v0-dev-by-vercel-labs.md) | | 23 | [Cloudglue](https://openaitools.app/tool/cloudglue) | 2,738 | -55.3% | Freemium, Contact for Pricing | Turn video and audio into structured, LLM-ready context | keywords 100%; semantic match | [.md](https://openaitools.app/tool/cloudglue.md) | | 24 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | Self-hosted AI workspace for local and cloud models | keywords 100% | [.md](https://openaitools.app/tool/open-webui.md) | Page 1 of 9 · [Next page →](https://openaitools.app/index.md?q=RAG&group=coding-development&page=2) For programmatic access use `https://openaitools.app/api/tools?q=…` or MCP `https://openaitools.app/api/mcp`. --- Source: https://openaitools.app/?q=RAG More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)