LangChain

AutoGen

AutoGen vs crewAI vs LangGraph vs OpenAI Swarm: Which AI Agent Framework Wins?

The more options we have, the harder the decision to take. Luckily, we're going to explore the most popular AI multi-agent frameworks in this post so you can make the right choice!

LangChain

Let's build a LangGraph app that helps you land your dream job

In this tutorial, we’ll build a LangGraph app that revitalizes your old resume, helping it shine and grab the attention of your future employer.

General

How to choose the best AI models, frameworks, and tools?

Let's face it, AI is trending. The space is overcrowded and choosing from the many tools and frameworks IS confusing. Read this to simplify your decision.

crewAI

Automate your tasks - crewAI tutorial for beginners

After playing around with crewAI, I just want to automate everything. You may think that creating AI agents that can work together to accomplish tasks is a complex job. Newsflash: crewAI makes it super-easy.

LangChain

Building a RAG Pipeline with LangChain and Amazon Bedrock

In this post, you'll learn how you can set up and integrate Amazon Bedrock with your LangChain app for an end-to-end RAG pipeline

LangChain

How to extract metadata from PDF and convert to JSON using LangChain and GPT

A task like converting a PDF to JSON used to be complicated but can now be done in a few minutes. In this post, we're going to see how LangChain and GPT can help us achieve this.

LangChain

LangChain vs Semantic Kernel: Which framework is better for your RAG app?

Confused between LangChain and Semantic Kernel? This short post will help you choose the most suitable framework for your RAG app.

LangChain

What is the difference between Embedchain and LangChain?

Another day, another data framework... We can't catch a break! One of the latest kids on the block, Embedchain seems to be gaining popularity, so I took it for a spin and wrote this post to show you how it's different from one of the most popular data frameworks out there, LangChain.

LangChain

Just getting started with LangChain? Here's everything you need to know

Are you just getting started with LangChain? You've come to the right place! This post covers everything you need to know to get started quickly.

LangChain

Chroma: One of the best vector databases to use with LangChain for storing embeddings

The LangChain framework allows you to build a RAG app easily. In this tutorial, see how you can pair it with a great storage option for your vector embeddings using the open-source Chroma DB.

LangChain

A comparison between OpenAI GPTs and its open-source alternative LangChain OpenGPTs

OpenAI GPTs are trending and for a good reason. Anyone can now create their own custom ChatGPT and publish it for everyone to use. But did you know that there's an open-source alternative that does the same thing without the OpenAI platform lock-in?

Programming

How to use Milvus vector database to store and retrieve LLM embeddings using LangChain

This tutorial will guide you through the process of setting up the Milvus Vector Database and querying stored embeddings using the LangChain framework.

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

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.

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.