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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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๐Ÿค–Dueling AIs: Questioning and Answering with Language Models๐Ÿš€
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๐Ÿค–Dueling AIs: Questioning and Answering with Language Models๐Ÿš€

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5 min read
Reimagining Business with Generative AI
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Reimagining Business with Generative AI

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2 min read
Pre-Cloud Development Chatbot with Streamlit, Langchain, OpenAI and MongoDB Atlas Vector Search
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Pre-Cloud Development Chatbot with Streamlit, Langchain, OpenAI and MongoDB Atlas Vector Search

2
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8 min read
Milvus Adventures July 29, 2024
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Milvus Adventures July 29, 2024

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4 min read
Guardrails AI, AAAL Pt.5
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Guardrails AI, AAAL Pt.5

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2 min read
Building a Travel Support Agent with RAG and PostgreSQL, Using IaC.
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Building a Travel Support Agent with RAG and PostgreSQL, Using IaC.

4
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5 min read
Creating a Zelda Chat Assistant using Semantic Kernel
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Creating a Zelda Chat Assistant using Semantic Kernel

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5 min read
Tactics for multi-step LLM app experimentation

Tactics for multi-step LLM app experimentation

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7 min read
AWS Sagemaker vs AWS Bedrock, Just an AI Tool or more?
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AWS Sagemaker vs AWS Bedrock, Just an AI Tool or more?

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3 min read
How I made my own chatbot using RAG

How I made my own chatbot using RAG

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2 min read
๐๐ž๐ฌ๐ญ ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐ž๐ฌ ๐Ÿ๐จ๐ซ ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐  ๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ง ๐€๐–๐’

๐๐ž๐ฌ๐ญ ๐๐ซ๐š๐œ๐ญ๐ข๐œ๐ž๐ฌ ๐Ÿ๐จ๐ซ ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐  ๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐ง ๐€๐–๐’

3
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1 min read
Building a RAG application using LangChain and LangSmith

Building a RAG application using LangChain and LangSmith

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4 min read
Practical LLM - Matching and Ranking by Erik Schmiegelow, CEO of Hivemind Technologies AG
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Practical LLM - Matching and Ranking by Erik Schmiegelow, CEO of Hivemind Technologies AG

1
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3 min read
TiDB Future App Hackathon 2024

TiDB Future App Hackathon 2024

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2 min read
Airflow for RAG based GenAI application

Airflow for RAG based GenAI application

1
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1 min read
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