Chainlit CrashCourse - Build LLM ChatBot with Chainlit and Python & GPT

In this tutorial we will explore Chainlit - A python framework for building Large Language Model and AI ChatBot similar to Streamlit.

pip install chainlit
NB: version of chainlit in this video: 0.2.105

⚡ Implement with Python From Scratch⚡ : The Map Function (How Maps works)

🎓=== Check out these Awesome Data Science Courses!===🎓

⏲️===TimeStamps===⏲️
0:01 Introduction
00:53 Overview of Chainlit
03:02 Installation & Setup
04:30 configuration
04:50 Running Chainlit
07:00 Basic Chainlit App
09:40 Run app with reload or watch
12:40 On Chat Start
14:10 Elements
14:30 Add NLP logic
15:50 Dealing with File Uploads
18:56 Adding Sentiment Analysis
20:20 Using LLM Models like GPT4All
26:54 Behind the scene for GPT4All
27:35 Summary of App
28:44 Using OpenAI & Langchain
29:10 Recap

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⚡ If you need any help just message me in the comments, you never know it might help someone else too. ⚡

JCharisTech

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[Jordan-trfn]

thank you for the examples and explanation !

[bwilliams]

Yah! Glad to find the first YouTube video on chainlit! This is a really good one too. Thank you! Looking forward to seeing what will be possible with it as it matures!🎉

[AlexSkarulis]

You do such an excellent job explaining!

[dhczfis]

how can I restrict chatbot to only give answer to current context not to any question provided to it?

[DANNYEL]

How can i do this on a jupyter notebook or Google colab?

[yashrawat]

at last when you say gpt4 i was going to skip that but when you import then i understand it will not require api 😅😅😅😅 thanks brother

[ezSyntax]

Hey, can anyone help me with chat history in frontend?, like how can we add it in custom frontend?

[StephenRayner]

Wonder if this can work with tree of thought?

Also langflow or flowise?

[StephenRayner]

Does this support allowing us to upload files? Or is it just text in / out?

[maths_physique_informatiqu]

Is all tools including open-ai used are free:I don't want waste time if it is?

[anj]

Hi Thanks for the video. I am getting this error - SSL: CERTIFICATE_VERIFY_FAILED. How to fix this issue? I am using gpt4all 1.0.3 version and the model name is Can you please assist?

[zhiyingwang]

This is so cool! Do you know how to deploy a chatbot with a login page? When we deploy a custom chatbot using company knowledge base, how can we make sure only certain users can acces sthe chatbot?

[kbfeuwj]

i have downloaded the model but getting the error on model path you have told that if i we will not use that path that will work this the my model path

how did you put there the model path

[tlabvision]

the send_message doesn't work anymore, solved with this: cl.Message(content=f"here the message:{result}").send()