# RAG Chatbots

> Build advanced chatbots using Retrieval-Augmented Generation that provide accurate, context-aware responses.

- **Type:** AI & ML solution by CogniDiv
- **Page:** https://www.cognidiv.com/solutions/rag-chatbots
- **Contact:** contact@cognidiv.com · https://www.cognidiv.com/contact-us

## What is included
- Knowledge Base Integration
- Document Retrieval
- Context-Aware Responses
- Multi-format Support
- Real-time Updates

## Benefits
- Highly accurate responses
- Up-to-date information
- Reduced hallucinations
- Domain expertise

## Use cases
- **Technical Support:** Answer complex technical questions using product documentation.
- **Legal Assistant:** Provide legal guidance based on case law and regulations.
- **Medical Information:** Deliver accurate medical information from trusted sources.

## Technologies
LangChain, Vector Databases, OpenAI Embeddings, Pinecone, Weaviate, FAISS

## Frequently asked questions
### How does RAG improve chatbot accuracy?
RAG combines the power of large language models with your specific knowledge base, ensuring responses are both intelligent and factually accurate.

### Can RAG chatbots work with my existing documents?
Yes, we can integrate PDFs, websites, databases, and various document formats into your RAG system.

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Source: https://www.cognidiv.com/solutions/rag-chatbots