Step 4: Chat with your data Finally, once the data has been ingested into the app, chat with your data. Here we are asking it to summarize the pdf file.
TOOLS
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Upload Data to Clarifai App for Vector Embedding and Indexing
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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.
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Setting Up RAG System with Clarifai and Mistral Nemo Model
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Step 2: Import the RAG class and set up the RAG system by passing your Clarifai App URL and the Mistral Nemo 12B instruct model URL from the community. Create a Clarifai app and get your App URL. Here is the model URL: http://
clarifai.com/mistralai/comp
letion/models/mistral-nemo-instruct-2407
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Install Clarifai SDK and Llama-index with Personal Access Token
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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
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Build RAG System in 4 Lines of Code with Clarifai
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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:
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Mistral NeMo: New 12B State-of-the-Art Small Model from Mistral AI
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Mistral NeMo is the new and the best small model from Mistral AI built in collaboration with NVIDIA. This is a state-of-the-art 12B model with a 128k context length. The model offers a balance between size and performance. You can try out the model here: https://
clarifai.com/mistralai/comp
letion/models/mistral-nemo-instruct-2407
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Build RAG LLM App Chat PDF Files Mistral Nemo
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Build a LLM app with RAG to chat with PDF files using the latest open-source Mistral Nemo Instruct model in just 4 lines of Python code:
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Snowflake Integrates Llama 3.1 and Opens Optimization Stack
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[#Article] @SnowflakeDB announces the integration of Llama 3.1 and open sources its inference optimization stack https://actuia.com/actualite/snowflake-annonce-lintegration-de-llama-3-1-et-lopen-source-de-sa-pile-doptimisation-dinference/ … #AI #ArtificialIntelligence
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Run FLUX.1 Image Generation Model via Replicate API
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See for yourself and run FLUX.1 with an API on Replicate: https://
replicate.com/black-forest-l
abs
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Hugging Face Launches Token Management for Enterprise Security
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Very important new enterprise feature to unlock safe AI collaboration by @Kakulukian & team: Orgs on @huggingface can now manage/restrict/list the tokens that access their resources. For example, this means that organization owners can force the use of fine-grained personal