Forem

# 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.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Building a Travel Support Agent with RAG and PostgreSQL, Using IaC.
Cover image for Building a Travel Support Agent with RAG and PostgreSQL, Using IaC.

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

4
Comments
5 min read
Creating a Zelda Chat Assistant using Semantic Kernel
Cover image for Creating a Zelda Chat Assistant using Semantic Kernel

Creating a Zelda Chat Assistant using Semantic Kernel

Comments
5 min read
Tactics for multi-step LLM app experimentation

Tactics for multi-step LLM app experimentation

Comments
7 min read
AWS Sagemaker vs AWS Bedrock, Just an AI Tool or more?
Cover image for AWS Sagemaker vs AWS Bedrock, Just an AI Tool or more?

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

5
Comments
3 min read
How I made my own chatbot using RAG

How I made my own chatbot using RAG

5
Comments 1
2 min read
𝐁𝐞𝐬𝐭 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐞𝐬 𝐟𝐨𝐫 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐨𝐧 𝐀𝐖𝐒

𝐁𝐞𝐬𝐭 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐞𝐬 𝐟𝐨𝐫 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐨𝐧 𝐀𝐖𝐒

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

Building a RAG application using LangChain and LangSmith

3
Comments
4 min read
Practical LLM - Matching and Ranking by Erik Schmiegelow, CEO of Hivemind Technologies AG
Cover image for Practical LLM - Matching and Ranking by Erik Schmiegelow, CEO of Hivemind Technologies AG

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

1
Comments
3 min read
TiDB Future App Hackathon 2024

TiDB Future App Hackathon 2024

Comments
2 min read
Airflow for RAG based GenAI application

Airflow for RAG based GenAI application

1
Comments
1 min read
Let’s Build AI Agent From Scratch
Cover image for Let’s Build AI Agent From Scratch

Let’s Build AI Agent From Scratch

4
Comments
2 min read
The Importance of Guardrails in LLMs, AAAL Pt. 2
Cover image for The Importance of Guardrails in LLMs, AAAL Pt. 2

The Importance of Guardrails in LLMs, AAAL Pt. 2

9
Comments
2 min read
Multimodal RAG locally with CLIP and Llama3

Multimodal RAG locally with CLIP and Llama3

9
Comments 1
4 min read
AI-Powered Document Data Extraction

AI-Powered Document Data Extraction

1
Comments
1 min read
Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite
Cover image for Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite

Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite

3
Comments
10 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.