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# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Retrieval Augmented Geese - Semantic Search with the HONC Stack

Retrieval Augmented Geese - Semantic Search with the HONC Stack

17
Comments
9 min read
10 AI Agents Types

10 AI Agents Types

6
Comments
2 min read
Top 10 AI Tools for Developers in 2024
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Top 10 AI Tools for Developers in 2024

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Comments 3
3 min read
FalkorDB vs Neo4j
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FalkorDB vs Neo4j

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Comments 2
2 min read
Exploring RAG: Discover How LangChain and LlamaIndex Transform LLMs?
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Exploring RAG: Discover How LangChain and LlamaIndex Transform LLMs?

2
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2 min read
Create a Smart RAG App with LangChain and Streamlit
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Create a Smart RAG App with LangChain and Streamlit

12
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21 min read
Building a Document Retrieval & Q&A System with OpenAI and Streamlit

Building a Document Retrieval & Q&A System with OpenAI and Streamlit

4
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6 min read
RAG Chatbot with Amazon Bedrock & LangChain
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RAG Chatbot with Amazon Bedrock & LangChain

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Comments 1
4 min read
AIM Weekly for 04Nov2024
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AIM Weekly for 04Nov2024

5
Comments
5 min read
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

1
Comments
1 min read
Are LLMs Still Lost in the Middle? 46:25

Are LLMs Still Lost in the Middle?

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Comments 1
1 min read
Building a Perplexity-like Open Source AI Search with SWIRL
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Building a Perplexity-like Open Source AI Search with SWIRL

165
Comments 18
4 min read
Langchain — RAG — Retrieval Augmented Generation
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Langchain — RAG — Retrieval Augmented Generation

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Comments 3
3 min read
Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant
Cover image for Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant

Serverless LLM Chatbot Using Your Custom Data - built with Langtail and Qdrant

4
Comments
5 min read
Retrieving Original Documents via Summaries with Weaviate and LangChain

Retrieving Original Documents via Summaries with Weaviate and LangChain

4
Comments 1
12 min read
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