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Information Retrieval and Latest AI Trends

Information Retrieval and Latest AI Trends

AbdulMajedRaja RS

April 11, 2023

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  1. Information Retrieval 01 The Rise of LLMs 02 Semantic Search

    made easy 03 Local AI Models 04 AGI & The End 05
  2. Information Retrieval is the science of searching for information in

    a document, searching for documents themselves, and also searching for the metadata that describes data, and for databases of texts, images or sounds.
  3. Language models give computers the ability to search by meaning

    and go beyond searching by matching keywords. This capability is called semantic search.
  4. AI Image Generation Models from diffusers import StableDiffusionPipeline, DPMSolverMultistepScheduler model_id

    = "stabilityai/stable-diffusion-2-1" # Use the DPMSolverMultistepScheduler (DPM-Solver++) scheduler here instead pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16) pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config) pipe = pipe.to("cuda") prompt = "a photo of an astronaut riding a horse on mars" image = pipe(prompt).images[0] image.save("astronaut_rides_horse.png")
  5. Resources • Slide Template - Slidesgo.com • Semantic Search Cohere

    - https://docs.cohere.ai/docs/semantic-search • Huggingface.co