ChatGPT like Interface for Ollama (Open- Source Solution) + LangChain Integration

In this video, we are going to use Open Source LLM using Ollama.
We are going to set up a Web UI Interface, just like OpenAI’s ChatGPT Interface.
We are also going to test Langchain Integration with Ollama.

I have set up a public github repository for all the Ollama Open Source models.
You can clone the repo and get started with any particular folder for testing out any feature of Ollama.

Let’s do this!
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#ai #ollama #webui #github #python #llm #largelanguagemodels #autogen #memgpt #airesearch

Other Ollama Videos you can watch:

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TIME STAMPS:

0:00 Intro
0:55 Install Ollama
2:40 Downloading a model in Ollama
3:05 WebUI Interface
4:04 Docker Download and Setup
6:42 Running the WebUI
9:42 Using LangChain
9:50 Github Repo
10:40 VS Code Editor Code Writing
12:53 Running the Code
13:25 Summarize the video
13:53 Future Prospects

If you have any questions, comments or suggestions, feel free to comment below.
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[wryltxw]

I really appreciate the subtitles. it helps reinforce what is said. thanks!

[AlperYilmaz]

these are awesome videos.. I liked your next video, PrivateGPT as well.. I really like ollama, it's simplicity is unmatched.. And thanks to you, I can use ollama to chat with my documents.. Keep up the good work..

[zscoder]

Thank you for this video and future use cases.

Subbed 🙌

[milesbarn]

who doesn't like an army of models 😂

[dgm]

Thank you for your videos. As a subscriber to your channel, I look forward to each new one. I would like to make a comment, and perhaps a suggestion for a future video. As a Finance Manager for the last 40+ years, I have come to find these three areas important as it relates to the retrieval of information. What every office need is a way to search:
1) URL's, EXCEL, and PDF on the internet.
2) EXCEL and CSV files locally. (and Securely)
3) PDF and DOC documents locally. (and Securely)
And nowadays, you could never get a NON GUI program adopted by the office staff. And of course, all three of the search types would be incorporated into the same GUI.
Python based program would be the preferred language. No wrapper programs like streamlit, etc. Thanks for your time, and keep up the good work.

[RedCloudServices]

I would ask can this entire stack be setup with a csv file with the ollama ui?

[fabriziocasula]

thank you very much :-) how and where can i put for example a csv file to chat with ihm? i don't understand this point

[JonBrookes]

nice one, really useful, and timely video !

btw, so others can be aware, if your a wintel user, simply ensure you are running WSL ( windows subsystem for Linux ) and olama can run on that - I've not tried the web app with WSL yet, but guess what I'm off to try now ... l😃

nice video, thanks for this, consider me a subscriber !

[zyfcjzs]

In the second part of the video, ollama-langchain integration, the main.py code does not execute. It is outdated. Can you please update it in your GitHub. Thank you.

[divyamchandel]

How do you create such great subtitles animations?

[BRABMA]

Great video mate! Could he show fine tuning and rag with ollama?

[THEVIERAOS]

How can you change the port the web ui runs on?

[cringeberry]

can I chat with docs through this interface? What's are the limits? Thanks in advance.

[spicer]

Thank you for including the other half of the equation...
You're 1 of the few which mentions the hardware being used.
Even the creators of new derivations like Ollama does Not tell us which basic hardware can be used.
Please be unique and continue to balance the equation.
e.g. What is the minimum config to run it in Linux? Which Linux O/S flavor? memory, etc...
Sorely needed.

[iritesh]

How do I use api calls in these open source models to get information?

That's what I am trying to search

[srikon]

Looking for an agent development. Can I mail you at the email in the profile?