Results for “retrieval augmented generation”

…shared a link to OpenAI's project called Jukebox, a music generation model, expressing hope that a more updated or enhanced version of such a model would be developed. Issues with GPT-4 and ChatGPT: Users @Saitama and @kyoei reported issues…

…A member inquired about resources for setting up RAG (Retrieval-Augmented Generation) implementation. Another quickly recommended using Llama Index or Haystack as accessible starting points. Link mentioned: Embrace the Coming AI Revolution …

…with one big autoregressive transformer. Pros: * image generation augmented with vast world knowledge * next-level text rendering * native in-context learning * unified post-training stack Cons: * varying bit-rate across modalities *…

…learning. Exploration of RAG and AI Agents: The concept of Retrieval-Augmented Generation (RAG) and creating AI agents was debated, with recommendations to learn about them through available blogs. Members expressed the importance of…

…the commenter notes success in extracting financial advice via Retrieval-Augmented Generation (RAG), especially when using model variants rather than finetuned editions. Another user points out that uncensoring processes often lead to…

…and temporal accuracy, but Chain-of-Thought (CoT) and Search Augmented Generation can reduce hallucination rates, as reported by @iScienceLuvr. @finbarrtimbers highlighted research using RLOO (Reinforcement Learning from Objective…

…including Zero-Shot, Few-Shot, Chain-of-Thought (CoT), and Retrieval Augmented Generation (RAG). The poster also noted that the ontology in the paper isn't exhaustive, omitting techniques such as Self-Discover and MedPrompt, then shared a…

…▷ #general (46 messages🔥): LlamaIndex doc website bugs, Cached Augmented Generation with Gemini, Custom Reader for Python File Objects, Domain-specific vector stores in LlamaIndex, AgentWorkflow parallel calls Users report bugs on…

…Members discussed whether the 'memory thing' is just RAG (Retrieval-Augmented Generation) on history or something more, with one suggesting that user-specific context is stored and compressed, seeing an original version that stores…

…taking the form of sophisticated modular pipelines, e.g., Retrieval Augmented Generation (RAG), where each module may involve a distinct Lang... OpenInterpreter ▷ #general (11 messages🔥): Understanding OS Mode Discord Event Timing Viewer…

…with LlamaIndex Workflows: Learn to build a high-performance Retrieval-Augmented Generation (RAG) system with LlamaIndex Workflows, featuring an event-driven architecture details here. The guide compares this approach with other frameworks …

…Files Via Plus Button: Users clarified that in Chat mode, RAG (Retrieval-Augmented Generation) capable models in LM Studio can attach files via the '+' sign in the message prompt. Users can verify whether the model they're using is RAG…