RAG-App: Agentic RAG Engine - Semantic Search, AI Agents, Embeddings, Vector Search, & More!

Discover the future of AI with **RAG-App**, the most comprehensive open-source project for setting up a RAG/agent chatbot on any infrastructure. Designed for enterprise developers, RAGApp allows users to customize AI agents through a user-friendly interface, without needing to write application code. With RAGApp, generate a powerful chatbot over your data with just three clicks in the admin panel, complete with full streaming support, sources, and file attachments, thanks to the @nextjs AI SDK.
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[Must Watch]:
Verba: Ultimate RAG Engine - Semantic Search, Embeddings, Vector Search, & More!: • Verba: Ultimate RAG En...
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[Link's Used]:
Github Repo: github.com/rag...
Docker Download: docs.docker.co...
Key Features:
*Semantic Search & AI Agents:* Enhance your data interaction with advanced semantic search and intelligent AI agents.
*Embeddings & Vector Search:* Utilize state-of-the-art embeddings and vector search for precise data retrieval.
*Customizable for Enterprise Needs:* Tailor the core builder interface to integrate custom tools into CRM systems or email, perfect for sales associates and other professionals.
*Easy Deployment:* As simple to configure as OpenAI's custom GPTs, deployable in your own cloud infrastructure using Docker. Built using LlamaIndex.
*Open-Source Accessibility:* Check out the RAGApp repository on GitHub for easy setup and customization.
Getting Started:
1. *Admin Panel:* Generate a chatbot over your data with full streaming support and file attachments.
2. *Deployment:* Deploy RAGApp in your cloud infrastructure using Docker.
3. *Secure Your App:* Protect the /admin and /api/management paths using an Ingress Controller in Kubernetes or your cloud provider's security features.
Future Enhancements:
*Authorization:* Later versions will support access restrictions based on access tokens forwarded from an API Gateway or similar.
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Relevant Tags & Keywords:
#ai #SemanticSearch #aichatbots #embeddings #VectorSearch #RAGApp #enterpriseai #opensource #NextjsAI #DockerDeployment #cloudinfrastructure #llamaindex
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Transform your enterprise with the power of RAGApp! Watch now and revolutionize your AI capabilities!

[@intheworldofai]

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[@cgutierrezinfor]

if this application had function calling, it would be glorious.

[@vitalis]

I don’t know why the rag apps I’ve tried as shown in your channel are unable to answer some questions from term and conditions pdfs using chatgpt4o API, when simply uploading the same document to perplexity free it is able to provide an accurate answer.
And what would you feel is the best rag client that is able to ingest several books into a local vector database?

[@Jason-ju7df]

I want to know too

[@olagunjujeremiah4003]

it can't read documents from the knowledge base, it will only request for the paper title and probably do a search on the internet using either DDG or wikipedia. Anyway, good one

[@Salionca]

Thanks. I'll leave it until I have time to fix it and get Docker installed correctly and therefore solve the problem 0x...

[@Trying2Bopenminded]

What is the best open source toolkit to create Agents Workflows with "Human in the Loop"?

[@codelucky]

How do you compare it with Verba?

[@ShaneZarechian]

How have others' experience with this been so far?

[@ickorling7328]

Flow wise and llama index combo better?

[@gRosh08]

Cool.

[@intheworldofai]

[Must Watch]:
Verba: Ultimate RAG Engine - Semantic Search, Embeddings, Vector Search, & More!: ruclips.net/video/3LLlORBJ72w/видео.htmlsi=tHFrJ1ApXr-llL3O
NEW AutoGen Update: Autonomous Agent for Complex Task Solving!: ruclips.net/video/ymz4RIUIask/видео.htmlsi=5fh5DwhFCHXZtKEp
Code Transformation: POWERFUL and FREE AI Coding Tool! (Generate Code, Fix Bugs, etc): ruclips.net/video/1jUopu1zCP8/видео.htmlsi=LI-vkAuyHpvp9Uv6

[@blankplusblank]

No Claude?

[@Yuuyu_play]

❤❤❤

[@intheworldofai]

ChatLLM: All-In-One Model - The Ultimate AI Assistant! ruclips.net/video/kwEmVOsdcW4/видео.html

[@freddiechipres]

How would you say this compares to Verba?

[@codelucky]

I am looking for the same.