Create Chat UI Using ChainLit, LangChain, Ollama & Mistral 🧠

In this video, I am demonstrating how you can create a simple ChatGPT like UI locally in your computer. You can follow along with me by cloning the repo locally.
Open Source in Action 🚀
- Mistral is used as Large Language model.
- LangChain is used as a Framework for LLM
- Mistral model is downloaded locally using Ollama
- Chainlit is used for deploying.

👉🏼 Links:

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🔗 🎥 Other videos you might find helpful:

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🤝 Connect with me:

#langchain #chainlit #ollama #mistral #chatui #chatgpt #datasciencebasics

[armaanseth]

- Demonstrates how to run large language models (LLMs) locally using LangChain and ChainLead frameworks.
- Requires Ola installed locally and the model you want to use.
- Provides a good-looking chat UI for interacting with the LLM.
- The LLM can answer questions and provide information based on its training data.
- Data remains within the user's machine, ensuring privacy and control.
- Different models can be used by replacing the model name in the code.
- The provided example uses the Mistral model and demonstrates its capabilities.
- Suitable for local use cases where you want to interact with LLMs without relying on third-party providers.

[gsayesh]

Sir Please do More videos with LlamaIndex. Please do lecture how to implement Adavanced RAG systems using using Llamaindex. Please also cover json data inputs. ❤ Thank you ❤️

[joser]

A RAG would indeed be great! (and some ref to how Windows users can use Ollama, via docker or other?)

[renierdelacruz]

Thanks for the video, it´s amazing, but I have question, can I talk to a document with chat ?

[pdhuunp]

how do you change the logo of the chat page ??