Step 3: Upload the data, Here we are uploading the pdf file of a research paper. Once you upload the data, it will embed and index the data into your Clarifai app. Clarifai Apps acts as your vector database.
TOOLS
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Build RAG System in Four Lines with Clarifai SDK
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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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Install Clarifai SDK, Llama-index, and Configure 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 LLM App Chat PDF Files Gemini Flash Python
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Build a LLM app with RAG to chat with PDF files using Gemini Flash in just 4 lines of Python code (step-by-step instructions):
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MLCEngine unifies cloud and local LLM deployment across devices
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MLCEngine The cool MLC project now supports both cloud and local deployment in a unified engine. It can deploy LLMs on servers with multi-GPU support or local devices like laptops, browsers (WebGPU), and phones Quick start: https://
llm.mlc.ai/docs/get_start
ed/quick_start.html
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DuckDuckGo launches privacy-focused AI chat with multiple LLM options
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BREAKING: DuckDuckGO released its privacy-focused AI Chat solution. Available models:
– GPT-3.5 Turbo
– Claude Haiku
– LLAMA 3 70B
– Mixtral 8x7B -

Suno AI: Generate Music from Voice in 10-15 Seconds
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Simple to use, Upload audio from your device or activate the Mic. You can humm humm a song (even if you have a ugly voice like me), hit something for rythm. It only need 10-15 sec – Name it
– add your lyrics
– or choose instrumental only and enjoy #SunoAi #tuto #Forgetton -

Perplexity Adds Audio Mode for News Discoverability
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BREAKING: @perplexity_ai now has an audio option on its Discover feed. There you can listen news stories in a podcast format and navigate between them Audio mode is also working in a background mode and in case the app is minimized.
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Streamlit Travel Agent Application Demo Tutorial
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Working Application demo using Streamlit
— Shubham Saboo (@Saboo_Shubham_) 8 juin 2024
Paste the above code in vscode or pycharm and run the following command: 'streamlit run travel_agent.py' pic.twitter.com/fPwqY5S9nKWorking Application demo using Streamlit Paste the above code in vscode or pycharm and run the following command: 'streamlit run travel_agent.py'

