Rav

Joined: March 14, 2024
Articles: 10

Langchain

Create a real world RAG chat app with Langchain LCEL

Representation of a real world langchain app

You want to create a complex RAG application? You want to add nice features like vector store and chat history integration? You want to use Langchain and you are completely lost on how to do it ? Then you have come to the right place.

Rav
May 7, 2024

Langchain

Two underestimated Langchain features to create production-ready configurable chains

Learn how to use Langchain configurable feature and create fully configurable production-ready chains where you can completely change the chain's behaviour with simple dynamic configurations.

Rav
April 25, 2024

Langchain

Langchain LCEL explained the easy way

Learn how to use Langchain Expression Language (LCEL) to create robust and production-ready chains .

Rav
April 23, 2024

LLM, Bedrock

Handle multiple LLM models in Langchain and AWS Bedrock seamlessly

Learn in this hands-on tutorial how to handle multiple LLM models through AWS Bedrock with Langchain. You will be able to choose dynamically and seamlessly the model your chain use with Langchain LCEL.

Rav
April 11, 2024

LLM, RAG

Create a Langchain app with multiple vector store the easy way

Representation of langchain with multiple vector store

Learn, in simple steps, how to create an LLM app using Langchain and Streamlit with multiple vector stores for RAG use cases

Rav
April 5, 2024

LLM, Cost optimisation

5 pragmatic LLM cost optimization strategies

Learn 5 pragmatic strategies to lower your LLM costs from the simplest to the more complex and begin slashing those billes.

Rav
April 3, 2024

LLM, Deployment

Use your own LLM endpoint with Langchain

Learn how to integrate easily your custom deployed LLM models on AWS Sagemaker into your Langchain codes.

Rav
April 2, 2024

Deploy a RAG app with Langchain in minutes

Easily deploy a Langchain RAG application with Streamlit and begin prototyping right now.

Rav
March 26, 2024

LLM, Deployment

Never use local LLM again, do this instead

Image of an user wondering about local LLM

Learn the limits of Local LLM and never use them again unless you have no choice and find out you can do it then.

Rav
March 22, 2024

LLM, Deployment

Deploy an LLM on AWS in 5 min

Find out how you can deploy easily your own LLM models from Hugging Face on AWS using AWS Sagemaker. Introduction In this blog post, we are going to deploy an open-source LLM, Mistral 7B, on AWS in literally 5 min…

Rav
March 19, 2024