LangChain

How to fix the ModuleNotFoundError, AttributeError, and NotImplementedError exceptions in LangChain

Whether you're playing around with LangChain or building the next big RAG LLM app, you'll probably run into one of these issues at some point.

LangChain

LangChain Templates: A powerful collection of customizable chains and agents

Editing and customizing the internals of LangChain agents and chains is not a pleasant experience. LangChain Templates solves this issue by exposing the inner workings as downloadable templates.

General

How to secure your RAG application against LLM prompt injection attacks

Don't skip securing your RAG app like you skip leg day at the gym! Here's what Prompt Injection is, how it works, and what you can do to secure your LLM-powered application.

General

5 Best artificial intelligence movies and TV shows you must watch on Netflix

Here are five of the best movies and TV shows about artificial intelligence that I recommend you should watch if you haven't.

General

An introduction to RAG tools and frameworks: Haystack, LangChain, and LlamaIndex

Today, we're going to take a look at Haystack, LangChain, and LlamaIndex and how these tools make it easy for us to build RAG apps.

General

Here's how to choose which vector database to use for your AI app in 2024

In the age of AI and NLP apps, Vector databases have become more popular than ever. Learn why and see how you can potentially make use of them in your RAG app.

Programming

How to use LangChain output parsers to structure large language models responses

If you're wondering how you can convert the text returned by an LLM to a Pydantic (JSON) model in your Python app, this post is for you.

Machine Learning

What is the difference between fine-tuning and vector embeddings

In this post, we're going to define what fine-tuning and vector embeddings are and look at which approach could be better suited for your specific use case.

News

ChatGPT Connects to the Internet and Leaps Beyond September 2021: New Browsing Feature

Microsoft Bing and OpenAI's ChatGPT are coming for Google Search. The popular chatbot is now connected to the internet and leaps beyond its September 2021 barrier.

Programming

How to Integrate and Handle LLM Memory using LangChain

LLMs are stateless, meaning they do not have memory that lets them keep track of conversations. However, using LangChain we'll see how to integrate and manage memory easily.

News

How AI is starting to integrate and transform your workplace: remote meetings

In this post, we're going to take a look at Slack, Microsoft Teams, and Zoom and how they are leveraging generative AI technology to empower your team to do more with less.

General

Can machines really think, learn, and act intelligently?

In this post, we're going to define what machine learning is and how computers think and learn. We're also going to look at some history relevant to the development of the intelligent machine.

Programming

How to convert natural language text to SQL using LangChain

In this post, we're going to look at how you can use LangChain and OpenAI's GPT model to convert natural language queries to SQL, execute them, and get an answer from your database in plain English.

Product Reviews

Unleash Your Musical Creativity Using AI with Stable Audio

In this post, we're going to take a look at Stable Audio, the first model that is able to generate high-quality music for commercial use. Yes, you heard that right music producers. Change is coming, and it's coming faster than you think.

Programming

What is the difference between LlamaIndex and LangChain

In this post, we'll briefly compare LangChain and LlamaIndex and look at the key features of each solution so that you can choose which is the best suited for your next LLM-powered app.

General

5 Reasons to Integrate AI Into the Workplace to Stay Ahead

Here are five reasons why you should integrate AI into the workplace to stay ahead of competitors!