generation
Artificial Intelligence
Suggestions for Getting the Generation Part Right in Retrieval Augmented Generation
Despite stellar leads to the generation tests, Claude 3’s accuracy declined in a retrieval-only experiment. Theoretically, simply retrieving numbers must be a better task than manipulating them as well — making this decrease in...
Artificial Intelligence
Transformer architecture introduced in spacecraft docking…”Trajectory calculation as an alternative of language generation”
Research results show that the synthetic intelligence (AI) architecture, which is the idea of 'ChatGPT', will be used for docking tasks that match the orbits and adjust the speed to attach the entrances and...
Artificial Intelligence
Suno launches music generation AI 'V3'…”Evaluation of music version 'Sora' appears”
Artificial intelligence (AI) has been developed that enables users with no musical knowledge to create a whole song, including each musical instruments and vocals, in only a number of seconds by simply entering text....
Artificial Intelligence
In Japan, agricultural solar energy generation has increased 14 times in 8 years… Application examples are appearing one after one other.
In Japan, the movement to mix sustainable agriculture and energy production through agricultural solar energy appears to be actively underway.
Patagonia Provisions, well-known for its fashion and outdoor clothing, announced on the thirteenth that it...
Artificial Intelligence
Using Self-Organizing Map To Bolster Retrieval-Augmented Generation In Large Language Models
SOM is proposed to bolster efficient retrieval of LLM context for RAG…Understandably, the LLM finds it difficult to reply questions on events that occurred after its September 2021 cut-off date. Typically, it clearly responds...
Artificial Intelligence
A beginner’s guide to constructing a Retrieval Augmented Generation (RAG) application from scratch
Learn critical knowledge for constructing AI apps, in plain englishRetrieval Augmented Generation, or RAG, is all the craze nowadays since it introduces some serious capabilities to large language models like OpenAI’s GPT-4 — and...
Artificial Intelligence
The Next Generation of Tiny AI: Quantum Computing, Neuromorphic Chips, and Beyond
Amidst rapid technological advancements, Tiny AI is emerging as a silent powerhouse. Imagine algorithms compressed to suit microchips yet able to recognizing faces, translating languages, and predicting market trends. Tiny AI operates discreetly inside...
Artificial Intelligence
Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)
Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Similar to humans might see shapes in clouds or faces on the moon, LLMs can even ‘hallucinate,' creating information...
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