Self-Extend in LLMs: Unlocking Longer Contexts for Enhanced Language Models
LLMs like GPT-3 or BERT are typically trained on fixed-length sequences due to practical constraints like managing computational resources and maintaining efficiency. These models, as a result, have a predetermined maximum sequence length…
Continue ReadingTraditional NER vs LLMs: Dual Approaches to Building Knowledge Graphs
Knowledge graphs are powerful tools for representing relationships between entities in a structured format. They are widely used in various industries like healthcare, finance, e-commerce, and more to organize vast amounts of data…
Continue ReadingRAG to GraphRAG | Enhancing Info Retrieval with Knowledge Graphs
In the realm of artificial intelligence, the pursuit of more accurate and contextually relevant information retrieval has led to significant advancements. One such evolution is from Retrieval-Augmented Generation (RAG) to GraphRAG, a concept detailed in a recent Microsoft blog post…
Continue ReadingIntegrate Generative AI in Business Operations
In the rapidly evolving digital landscape, generative AI stands out as a transformative force across industries, redefining how businesses operate and innovate…
Continue ReadingCreate a Medical Advisor Chatbot with Langflow
In today’s dynamic healthcare landscape, the ability to access reliable medical advice efficiently is more critical than ever. With the exponential growth of information available online….
Continue ReadingLeveraging LangGraph: Role of Agents in AI
Agents stand as pivotal components in the realm of Artificial Intelligence (AI), serving as autonomous entities tasked with executing functions, making decisions, and interacting with their environment….
Continue ReadingOvercoming Imposter Syndrome in Women in Tech
Delve into the vibrant world of women in technology as we uncover the challenges of imposter syndrome, celebrate trailblazing achievements, and advocate for a more inclusive, supportive industry landscape…
Continue ReadingTurning Natural Language into SQL Dialogues
Bridging Language and Data in the Enterprise Sphere: In the realm of enterprise data management, SQL databases have long stood as the backbone, housing vast quantities of invaluable information. As enterprises increasingly lean on business intelligence…
Continue ReadingEnhance AI with Reinforcement Learning
Reinforcement Learning from Human Feedback (RLHF) was arguably the key behind the success of ChatGPT, marking a significant advancement in AI’s ability to understand and engage in human language. This method, vital…
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