rachnog/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.

intro_to_llm_agents's Issues

Add license

Hi @Rachnog ,

that's a fantastic training resource, thanks for sharing! I was just wondering under which conditions one could reuse the code and materials provided here. Would you mind adding a license file? If you're new to licensing and/or wonder which license to use, you can read more in this blob post: https://focalplane.biologists.com/2023/05/06/if-you-license-it-itll-be-harder-to-steal-it-why-we-should-license-our-work/

Thanks!

Best,
Robert

Resources not found

Hi, thanks for putting together and sharing this wonderful tutorial....very helpful.

You wrote the @astropomeai tutorial on Tree of Thoughts is used as basis of this exercise but expanded with LLMOps tools. May you share the tree of thoughts prompts you used? I see you saved your sub-prompts in the prompts repository and load them, but they are no longer available.

May you check if these resources can. be made available ?

HTTPError: 404 Client Error: Not Found for url: https://api.hub.langchain.com/commits/rachnogstyle/nlw_jan24_cot_step1/?limit=100&offset=0

best, Valentijn