🤖 Google's Compact EmbeddingGemma 2 Model Outperforms Larger Rivals

EmbeddingGemma 2 puts 740 million parameters into a model that converts text, images, video, audio and code into vectors, and claims it is the...

#RAGEmbeddings #Multimodal #BenchmarksEvaluation #AI #AIPulse

🤖 New Framework Enhances Accuracy in Transporter Substrate Annotation

Membrane transporters are annotated based on their evolutionary resemblance to known transporters, treating phylogenetic closeness as a proxy for...

#ScienceBiology #InferenceOptimization #RAGEmbeddings #AI #AIPulse

🤖 Encoders Swap Rankings Based on Evaluator in Sound Benchmark

The experiment is a small one: two encoders, deliberately different in what they measure, run against the same synthetic corpus, and the ranking...

#BenchmarksEvaluation #RAGEmbeddings #InferenceOptimization #AI #AIPulse

🤖 AWS Tests Vector Stores for Bedrock, Finds Cost-Effective RAG Solutions

Amazon Bedrock Knowledge Bases offers a customer managed vector store path, comparing Amazon OpenSearch Service, Aurora PostgreSQL with pgvector, and S3...

#RAGEmbeddings #AmazonAWS #EnterpriseAI #AI #AIPulse

🤖 Google's R4T Framework Speeds Up Query Fan-Out by 12-20 Times

The premise is that a broad search prompt should return a set of items, not one best match. The difficulty is that a generic model splits the prompt...

#InferenceOptimization #RAGEmbeddings #AIAgents #AI #AIPulse

🤖 Amazon Bedrock Cuts AI Costs with Context Caching

The prompt is the thing that arrives at the model, and context is the thing that makes the next token worth reading. What happens when that context is already stored...

#InferenceOptimization #EnterpriseAI #RAGEmbeddings #AI #AIPulse

🤖 Perplexity Reuses LLM Stack for Efficient GPU Embedding

Perplexity's GPU embedding stack is a single engine with three services: an HTTP gateway that parses JSON, tokenises and splits large requests into...

#RAGEmbeddings #InferenceOptimization #HardwareChips #AI #AIPulse

🤖 AWS uses generative AI to automate support operations from videos

AWS has developed a generative AI based support operations solution that automates Standard Operating Procedure (SOP) creation from training videos and applies...

#AmazonAWS #EnterpriseAI #RAGEmbeddings #AI #AIPulse