zuhayr.dev

Series

Exploring LLMs

Join me as I explore Llama3.1, an advanced open-source AI model. I'll document my journey building custom bots and unlocking the vast potential of LLMs, providing insights into the latest advancements in AI technology.

Articles in this series

Enhancing Our Chatbot with Document Retrieval: Exploring LLMs — 6

Sep 30, 20248 min read

Hey there, fellow tech enthusiasts! Remember our last adventure where we taught a chatbot to answer questions using a PostgreSQL database? Well, hold...

Enhancing Our Chatbot with Document Retrieval: Exploring LLMs — 6

Create Graphs using Llama3.1 and Postgres: Exploring LLMs — 5

Sep 26, 20249 min read

In our previous installment, we enhanced our chatbot by adding memory capabilities using LangChain's ConversationBufferMemory. This allowed the...

Create Graphs using Llama3.1 and Postgres: Exploring LLMs — 5

Adding Context to the Streamlit Chatbot with Langchain: Exploring LLMs — 4

Sep 24, 20247 min read

In our previous installment, we built a chatbot using LangChain, Llama 3.1, and Streamlit, allowing users to interact with a PostgreSQL database...

Adding Context to the Streamlit Chatbot with Langchain: Exploring LLMs — 4

Building a Streamlit Chatbot with LangChain and Llama 3.1: Exploring LLMs — 3

Sep 22, 20246 min read

If you are new to this series, find the previous related bogs for more context here. The entire code for this blog can be found here Quick Recap Our...

Building a Streamlit Chatbot with LangChain and Llama 3.1: Exploring LLMs — 3

Query Your PostgreSQL Database with LangChain and Llama 3.1 : Exploring LLMs - 2

Sep 21, 20246 min read

Generating responses in natural language · You can find the link to this tutorial here In our previous blog post, we discussed how to generate and...

Query Your PostgreSQL Database with LangChain and Llama 3.1 : Exploring LLMs - 2

Query Your PostgreSQL Database with LangChain and Llama 3.1 : Exploring LLMs - 1

Aug 2, 20246 min read

You can find the link to this tutorial here One of the first use cases for large language models (LLMs) is creating chatbots that can answer questions...

Query Your PostgreSQL Database with LangChain and Llama 3.1 : Exploring LLMs - 1