rag8 questions

Retrieval-Augmented Generation with external docs

17votes
1answers

How to implement RAG (Retrieval-Augmented Generation) with custom embeddings?

I want to build a RAG system for our internal documentation, but I'm confused about the embedding strategy. **Current setup:** - 500+ markdown documentation files - Using OpenAI's text-embedding-3-sm...

askedabout 2 months ago
Alex Rodriguez1920
15votes
0answers

How to implement RAG (Retrieval-Augmented Generation) with custom embeddings?

I want to build a RAG system for our internal documentation, but I'm confused about the embedding strategy. **Current setup:** - 500+ markdown documentation files - Using OpenAI's text-embedding-3-sm...

askedabout 2 months ago
Alex Rodriguez1920
5votes
0answers

How to implement RAG (Retrieval-Augmented Generation) with custom embeddings?

I want to build a RAG system for our internal documentation, but I'm confused about the embedding strategy. **Current setup:** - 500+ markdown documentation files - Using OpenAI's text-embedding-3-sm...

askedabout 2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

askedabout 2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

askedabout 2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

askedabout 2 months ago
Alex Rodriguez1920
0votes
0answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved documents don't contain the exact answer. What ex...

askedabout 2 months ago
Ramon0
0votes
0answers

RAG implementation guide

How to implement RAG with GPT-4o?...

askedabout 2 months ago
promptoverflow792
0votes
0answers

Understanding RAG and few-shot prompting

How do RAG and few-shot work together?...

askedabout 2 months ago
promptoverflow792
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

asked2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

asked2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

asked2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

asked2 months ago
Alex Rodriguez1920
12votes
2answers

What are the most effective prompting techniques to reduce hallucinations in RAG pipelines?

I am building a Retrieval-Augmented Generation (RAG) chatbot for internal company documents. Sometimes the LLM makes up information when the retrieved context doesn't contain the answer. What prompti...

asked3 months ago
Alex Rodriguez1920