Step 2: Import the RAG class and set up the RAG system by passing your Clarifai App URL and the Llama 3.1 8B instruct model URL from the community. Create a Clarifai app and get your App URL. Here is the model URL: https://
clarifai.com/meta/Llama-3/m
odels/llama-3_1-8b-instruct
…
TOOLS
-

Setting Up RAG System with Clarifai and Llama 3.1
By
–
-

Upload Data to Clarifai App Vector Database
By
–
Step 3: Upload the data Once you upload the data, it will embed and index the data into your Clarifai app. Clarifai Apps acts as your vector database.
-

Install Clarifai SDK Llama-index and Configure Personal Access Token
By
–
Step 1: Install the Clarifai Python SDK, Llama-index, and set your Clarifai Personal Access Token as an environment variable. Sign up for the platform, and you can access the PAT here: https://
clarifai.com/settings/secur
ity
… -

Build RAG System in 4 Lines with Clarifai SDK
By
–
You can build a RAG system with just 4 lines of code using @clarifai Python SDK. Below is the entire code. Let's look at it step by step:
-
Build RAG LLM App Chat PDF Files Llama 3.1
By
–
Build a LLM app with RAG to chat with PDF files using Llama 3.1 8B instruct in just 4 lines of Python code:
-

Mistral, Kling, ChatGPT et nouvelles tendances IA
By
–
Top stories in AI today: -Mistral's Large 2 takes on AI giants
-Kling AI's video generation goes global
-How to replace Siri with ChatGPT
-Bing unveils new AI-powered search
-6 new AI tools & 4 new AI jobs Read more: http://
therundown.ai/p/mistral-ai-c
hallenges-meta-llama
… -
PaliGemma Fine-tuning with AutoTrain Guide
By
–
blog: https://
huggingface.co/blog/abhishek/
paligemma-finetuning-autotrain
… github repo: -

AutoTrain Enables VLM Finetuning with PaliGemma Support
By
–
NEW TASK ALERT: VLM Finetuning AutoTrain just added VLM finetuning: Captioning and VQA for PaliGemma. Now, its super-easy to finetune PaliGemma on your own custom dataset. Which model and tasks would you like to see next? Let us know in Github Repo!
-

Nagpur Police Launches SIMBA AI Tool for Law Enforcement
By
–
Nagpur Police just launched SIMBA (System Integrated for Monitoring and Big-data Analysis), an AI-powered tool to boost law enforcement! Developed by Staqu Technologies in collaboration with Nagpur Police, SIMBA is an advanced generative AI tool that delivers swift information
-

Optimize RAG DSPy Applications for Better Performance
By
–
Optimize a RAG DSPy Application – Parea AI https://
bit.ly/3Lkd0xC
#AI #MachineLearning #DeepLearning #LLMs #DataScience