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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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Real-Time JSON Parsing from Semantic Kernel Streams in .NET

Real-Time JSON Parsing from Semantic Kernel Streams in .NET

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5 min read
RAG Vector Database - Use Cases & Tutorial

RAG Vector Database - Use Cases & Tutorial

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4 min read
Complete Guide to LangChainJS Documentation: Optimize LLM Usage with Ease

Complete Guide to LangChainJS Documentation: Optimize LLM Usage with Ease

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2 min read
Comparing LLMs for optimizing cost and response quality

Comparing LLMs for optimizing cost and response quality

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9 min read
Building AI Agents: Semantic Integration of Structured and Unstructured Data using OpenAI Agent SDK

Building AI Agents: Semantic Integration of Structured and Unstructured Data using OpenAI Agent SDK

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8 min read
Semantic search alone won't solve relational queries in your LLM retrieval pipeline.

Semantic search alone won't solve relational queries in your LLM retrieval pipeline.

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1 min read
Tutorial: Build a RAG Chatbot with LangChain 🦜, Zilliz Cloud, Anthropic Claude 3 Opus, and Google Vertex AI text-embedding-004

Tutorial: Build a RAG Chatbot with LangChain 🦜, Zilliz Cloud, Anthropic Claude 3 Opus, and Google Vertex AI text-embedding-004

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8 min read
Two Reports on Why TypeScript Chooses Go.

Two Reports on Why TypeScript Chooses Go.

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7 min read
Gity | AI GitHub Miner

Gity | AI GitHub Miner

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2 min read
What Are Embeddings? How They Help in RAG

What Are Embeddings? How They Help in RAG

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3 min read
Vibe Coding: An Exploration of AI-Assisted Development

Vibe Coding: An Exploration of AI-Assisted Development

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4 min read
Can ChatGPT Be Hacked?

Can ChatGPT Be Hacked?

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7 min read
Vector Search & Code Embeddings: Building a Smart Knowledge Base with LangChain and FAISS

Vector Search & Code Embeddings: Building a Smart Knowledge Base with LangChain and FAISS

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4 min read
Optimizing a RAG-Based Helpdesk Chatbot: Improving Accuracy with pgvector

Optimizing a RAG-Based Helpdesk Chatbot: Improving Accuracy with pgvector

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4 min read
Simple Knowledge Retrieval: A RAG Implementation and query using IBM Granite on Hugging Face

Simple Knowledge Retrieval: A RAG Implementation and query using IBM Granite on Hugging Face

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7 min read
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