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Abacus ChatLLM - Great alternative to ChatGPT + RAG
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- Опубликовано: 14 авг 2024
- Discover the incredible capabilities of Abacus AI's Chat LLM interface! 🌐 In this video, we delve into how to create and deploy custom chatbots using the powerful features of Abacus AI. From integrating multiple language models to fine-tuning and RAG (Retrieval-Augmented Generation), we cover it all. 🚀
Sign Up for Abacus AI (First Month Free) bit.ly/abacusa...
📝 What You Will Learn:
Interface Overview: Get familiar with the Chat LLM interface.
Data Upload & Management: Learn to upload PDFs and other documents.
RAG Setup: Understand how to set up document retrieval.
Fine-Tuning: Discover how to fine-tune your language model for better accuracy.
Deployment: Step-by-step guide to deploying your chatbot.
Slack Integration: See how to integrate your chatbot with Slack for seamless communication.
📌 Key Features:
Multiple Language Models: Choose from a variety of models for your specific use case.
Cost-Effective: Pay less than $10 per user, with the first month free!
Custom Chatbots: Leverage both fine-tuning and RAG for optimal performance.
Team Collaboration: Easily invite team members and manage user permissions.
Integration: Connect with multiple services and platforms effortlessly.
🔗 Links:
Patreon: / mervinpraison
Ko-fi: ko-fi.com/merv...
Discord: / discord
Twitter / X : / mervinpraison
Sponsor a Video or Do a Demo of Your Product: mer.vin/contact/
🔖 Timestamps:
0:00 - Introduction to Abacus AI Chat LLM
0:15 - Key features and benefits
1:00 - Combining fine-tuning and RAG techniques
1:10 - Steps to create a custom LLM chatbot
1:40 - Document management and embedding process
3:00 - Setting up and deploying the chat interface
5:30 - Uploading data and creating datasets
7:04 - Training and evaluating the model
9:00 - Using the custom-built chat model
9:41 - Integrating the chatbot with Slack
🌟 Don't Forget to Like, Share, and Subscribe!
If you found this video helpful, make sure to give it a thumbs up, share it with your network, and subscribe for more AI tutorials. Hit the bell icon to stay updated with our latest content! 🔔
Thank you again watching your content then implementation of the learning is rewarding. Thank again.
Beware!!! Abacus asking credit cards but NO possibllity cancel order
I found their site a month ago. You have to send a email request to their team to delete the acc. My acc will be deleted this month day 17 along with the cancellation of the plan.
They have a cancel order feature in profile section
@@aimattant for me its asking for cred details after payment also
At the moment I use Poe to test output quality of diffrent models - I will try Abacus :)
Can i train llm using lots of pdf files? I do not have questions and answers file. Just using pdf files? Is it possible on abacus ai?
You say the data is kept private. But i am uploading office docs to yonder for rag-ing and finetuning - or did i get that wrong?
Are there alternatives to abacus ai?
Thx for this vid. Never knew that there existed something like this. Very appreciative of all yr vids- farthest mileage in 10- 15mins(the outer edge of my attn span these days😅)
when I try to create dataset, I don't see the evaluation option in my screen . Any reasons ? @5.55 seconds
Thank you for the introduction video of Abacus. It’s amazing that we can train models with no code. If you know, please answer the following questions.
Is fine-tuning possible with any model? From my understanding, GPT, Claude, and Gemini are closed models, so I thought they couldn’t be fine-tuned from the outside (excluding gpt3.5turbo, gpt4turbo fine tune models).
Is the fine-tuning being performed here more like saving the uploaded Q&A as additional documents, similar to RAG (so with no changes to the LLM itself), rather than actually retraining the model?
Fine-tuning not for any models. There is a list of models Abacus AI offer.
It is actual retraining the model.
Both RAG and Fine Tuned model will work together to get us the final result.
Thank you, Marvin!
Please post video for build custom chatbot with chat data like ghostbot
can you add websearch to the pipeline?
Yes
what's an open source alternative?
I hope they're sposoring your video otherwise it's promo pro bono.
It's likely sponsored, plus he has their affiliate link in the description.
Definitely not willing to pay for experimentation.