GitHub - bhaba-ranjan/AI-Email-Bot: Ever thought of talking to your Email Inbox, like talking to a Real-human 😲. Well, you can do it completely on Device!! 🔥🔥🔥 No privacy issues. I used Chroma with Docker, Mistral-7B-Instruct, and Ollama.

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Ever thought of talking to your Email Inbox, like talking to a Real-human 😲. Well, you can do it completely on Device!! 🔥🔥🔥 No privacy issues. I used Chroma with Docker, Mistral-7B-Instruct, and Ollama.

youtu.be/vpcc195y0uy?si=wmpigmdzcoecsr9s

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Name		Name	Last commit message	Last commit date
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src		src
.gitignore		.gitignore
README.md		README.md

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Sample Response

Retrieval Augmented Generation (RAG) on Emails

Export emails from your provider (Gmail/Outlook) it should be in .mobx format.
Keep the folder in the root directory and adjust the path in src/reader.py
Install Ollama https://ollama.com/download
Mistral 7B LLM. ollama run mistral
Install Nomic text embedding model. ollama pull nomic-embed-text
Install langchain and chromdb client with pip install.
Setup chromadb through docker docker pull chromadb/chroma:0.4.25.dev58.
Run write-Embedding.py
Run server.py
Open the index.html file and interact chat with the LLM.

Checkout the Video

Click on the image or follow this link: https://www.youtube.com/watch?v=VpcC195Y0UY

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Ever thought of talking to your Email Inbox, like talking to a Real-human 😲. Well, you can do it completely on Device!! 🔥🔥🔥 No privacy issues. I used Chroma with Docker, Mistral-7B-Instruct, and Ollama.

youtu.be/VpcC195Y0UY?si=wMpiGMdZCOECsR9s

ai rag mistral-7b largelanguagemodels

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