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Building Private Copilot for Development Teams with Llama3

Towards AI

Last Updated on May 7, 2024 by Editorial Team Author(s): zhaozhiming Originally published on Towards AI. Today, we’ll explore how to use Llama3 to build a team-exclusive private Copilot, enhancing team productivity while safeguarding code privacy. Subsequently, other vendors have launched similar products.

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Llama 3 + Llama.cpp is the local AI Heaven

Towards AI

Last Updated on May 14, 2024 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Image by ChatGPT Throughout the last week, I’ve been thinking about what to build with these local LLMs during this weekend. And I couldn’t come up with anything until Sunday afternoon.

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How to Install AutoGen on Your Local Computer in 13 Simple Steps.

Towards AI

Last Updated on October 21, 2023 by Editorial Team Author(s): Kris Ograbek Originally published on Towards AI. I assume you are excited about AI Agents and the capabilities of AutoGen, and you’re here only for a practical guide. How to Build Your Custom AI Assistant Teams in Minutes. Image by the author.

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How to Optimize Chunk Size for RAG in Production?

Towards AI

Last Updated on May 14, 2024 by Editorial Team Author(s): Mandar Karhade, MD. A store of documents (let's say you have 10000 documents)A way to retrieve informationA way to generate answerUI/UX to deliver answers back to your team/users We will focus on only the store of documents and a way to retrieve information.

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Natural Language Toolkit (NLTK) Sentiment Analysis Quick Reference

Towards AI

Last Updated on October 25, 2023 by Editorial Team Author(s): Adam Ross Nelson Originally published on Towards AI. Insights to Data Science: Journey Through Sentiment Analysis One of the characters I write about in my books is named Poleh. The caption reads, “Poleh as she ‘thinks’ about sentiment analysis. Pol for short.

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How I Create Consistent Characters with DALL-E 3 in ChatGPT.

Towards AI

Last Updated on November 5, 2023 by Editorial Team Author(s): Kris Ograbek Originally published on Towards AI. And why I’m so excited about it?AI-Augmented As a dad, I’ve been dreaming about creating illustrated books for my kids. AI-Augmented Artist. Image by the author generated with ChatGPT & DALL-E 3. “If

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GPT-4 Vs. Zephyr-7b-beta: Which One Should You Use?

Towards AI

Last Updated on November 8, 2023 by Editorial Team Author(s): Gao Dalie (高達烈) Originally published on Towards AI. It has about 7 billion parameters that can be run easily on a laptop, answer user questions, and generate sentences. On my Homepage, I am always researching LLM, and I am very excited about this zephyr-7b-beta.

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