Category LLM

Explore the best tutorial and information for LLM and get started fast, from developement to production

Bedrock, Deployment, Langchain, LLM

Monitor your Langchain app cost using Bedrock with Langfuse

Do you have or want to create a Langchain with AWS Bedrock and are concerned about monitoring costs? Say no more! You are in the right place. Introduction In this post, you will learn: As usual, we will be as…

Rav
July 3, 2024

Langchain, Deployment

Add monitoring easily to your Langchain chains with Langfuse

You have created a nice Langchain application using the latest best practices (that you read on this blog, right? Of course!) and you are wondering how you are going add monitoring to it ?You have come to the right place.…

Rav
June 18, 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
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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