talesmousinho / intro_to_llm_agents

Simple introduction to LLM Agents

Neurons Lab Intro to LLM Agents workshop

This is a workshop to introduce the concept of LLM agents and how to build them using the Langchain platform. Hosted by Neurons Lab and led by me, Alex Honchar. The link to the YouTube recording is here.

Run in Google Colab

1. Planning and reasining
2. Different types of memories
3. Various types of tools
4. Building complete agents

Project setup

You need to install the following libraries in a fresh .venv environment:

! pip install langchain
! pip install -U langchain-community tavily-python
! pip install --upgrade --quiet langchain-openai tavily-python
! pip install beautifulsoup4
! pip install faiss-cpu
! pip install langchainhub
! pip install -U wandb

Then, ensure that you have registered in the following services and got the API key stored in the configuration file:

• Tavily - Langchain search tool
• Langsmith - LLM tracing tool
• Weights&Biases - MLOps / LLM tracing tool

LLMOps resources used for this tutorial: LangSmith and Weights&Biases.