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Python Advanced AI Agent Tutorial - LangGraph, LangChain, Firecrawl & More!

2025-06-13 Education
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Tech With Tim
Tech With Tim
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Description

Get started with Firecrawl today - https://firecrawl.link/OqIPqD0 Download PyCharm and use it for free forever with one month of Pro included: https://www.jetbrains.com/pycharm/ Today, we'll be building one of the most advanced AI agents that I've showcased on this channel. I'm going to show you a ton of stuff, and I'm going to walk you through building a complex, multi-step AI agent using LangChain, LangGraph, Firecrawl, and Python. 🎞 Video Resources 🎞 Code in this video: https://github.com/techwithtim/Advanced-Research-Agent UV Install Link: https://docs.astral.sh/uv/getting-started/installation/ UV Video: https://www.youtube.com/watch?v=6pttmsBSi8M Node JS Install: https://nodejs.org/en/download ⏳ Timestamps ⏳ 00:00:00 | Overview 00:01:05 | Project Demo 00:03:34 | Editor/IDE Setup 00:06:15 | Simple Agent w/ MCP Tools 00:23:02 | Advanced Agent w/ Langgraph Hashtags #Python #Firecrawl #LangGraph

Top Comments (10)

@TechWithTim 2025-06-13

Get started with Firecrawl today - https://firecrawl.link/OqIPqD0

11
@krasimirhristov6757 2025-06-13

Thank you for showing us real AI agent, bro. I m bored to watch an N8n videos, which I like, but I see many security problems there, and I m trying to avoid it.

38 4 replies
@MaBuSt 2025-08-28

i have a recommendation for how to improve your lessons (i've watched many). This is particularly the case in the agent era: First: explain the project (you already do this) and any key technologies (you do this frquently). two: make a plan (as code comments) for the things that you think need to happen to accomplish this project three: build out those steps (including adding the imports) This way things are contextualized as to what/why we are doing what we are doing.

3
@amentor-u7w 2025-07-08

this was such an impressive build love how you combined langchain langgraph firecrawl and python to create a truly advanced multi step agent I’ve been working on similar setups and using genum ai has been super helpful for validating prompts tracking token usage and versioning updates to keep everything running smoothly

3 1 replies
@siegfriedbolz6261 2025-06-15

Amazing video! I followed along using VS Code. I had never heard of Firecrawl before, but I’m really impressed by its capabilities. Thanks a lot for your great work!

9 2 replies
@fumini99 2025-06-22

Very complete video for building a complex agentic flow with langgraph. Thanks a lot for your efforts

0
@tkp2843 2025-06-13

LFG!! Finally some Firecrawl content!

1
@prajwalsahane4671 2025-06-13

Glad you made a video. I was planning to do it on Saturday, sunday😊

0
@Codewithhsarah 2025-06-13

Great video as always, sir! Your explanation skills are on another level I was wondering if you could please consider covering the OpenAI Agents SDK in one of your upcoming videos. Since it’s a Python-first and production-ready SDK, it might be easier to adopt—especially compared to LangChain and LangGraph. With your clear way of teaching, it would be incredibly helpful!

1
@sly_dev1l351 2025-08-11

another very helpful video, thanks Tim!

0

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