AI · alternatives · 2026
24 alternatives to RAG Engine
Connect external data to AI apps in minutes
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
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RAGaaS▲75The API for building production-ready AI apps with your data
2025 · sitegpt.ai · its alternatives →
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LiquidIndex 2.0▲134I'm building LiquidIndex, an RAG API service that makes it easy to add personalized context to AI apps. Instead of building a whole system to upload, process, and search through a user’s files or notes, you just call a few APIs. It handles the hard parts - like connecting to Notion or Google Drive, breaking the data into usable pieces, and making it searchable. Then, when you want to answer a question using that data, you just query it, and it gives you the most relevant results - optionally with an LLM-generated answer. No pipelines, no infrastructure, no headaches. Here are the core APIs:…
2025 · liquidindex.dev · its alternatives →
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Unified API for AI answers from all your apps
2024 · support.dashworks.ai · its alternatives →
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Go from dataset to custom RAG prototype in 5 minutes
2024 · cloudera.com · its alternatives →
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The fastest way to build tailored AI apps.
2025 · its alternatives →
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TNAC.ai▲5Hey HN, I’m Julia, my team and I are building Rag-in-a-Box (https://www.joinable.ai/rag-in-a-box), hosted RAG service that let’s builders of any skill level launch their own RAG app loaded with their own data in minutes. [ What can you do ] 1. Load your documents (PDFs, CSV, PPTs, Word Docs, etc) and make them searchable instantly. All your data stays private and encrypted. 2. Choose latest open source LLM (Llama 4, Deepseek, GPT-oss, etc) to interact with your docs 3. Access your hosted RAG via API - build your own custom front end or integrate with your existing product…
2023 · joinable.ai · its alternatives →
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Query Memory▲100One API for all documents your AI agents need
Mar 2026 · querymemory.com · its alternatives →
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Rag About It▲48Dive deep into AI Retrieval Augmented Generation (RAG)
2024 · ragaboutit.com · its alternatives →
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Auto-generate docs, unit tests & diagrams with Code RAG 📄
Aug 2026 · vercel.com · its alternatives →
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No code Gen AI bot builder. Your data, any LLM.
2024 · its alternatives →
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RAGBOT▲12Real-time Chat Interface with React and RAG from scratch
2025 · github.com · its alternatives →
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Datatune ▲38Modern AI tools use SQL/Code generation agents or RAG to access the user data to perform transformations. However, the drawback is that this doesn't provide row-level intelligence, especially in case of semantic intelligence is required to understand how to perform the transfromations on each row of the data. We've released Datatune (https://github.com/vitalops/datatune) as a tool to let users connect entire user Data with LLMs and Agents, to help users access their entire data with just a prompt. While building Agents for a customer who had large amounts of data, we…
Jan 2026 · github.com · its alternatives →
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ModelRiver▲37Connect once to every major AI model. Run AI workflows in the background while your backend controls what AI sees.
Jan 2026 · modelriver.com · its alternatives →
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Docubot▲18Chat with your all of your documents using RAG w/ Reranking
2025 · docubot.app · its alternatives →
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Build AI apps with Django & RAG. Master AI development today
2024 · unfoldai.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →