Cobus GreylingLangGraph From LangChain Explained In Simple TermsLangGraph is a method for creating state machines for conversational flow by defining them as graphs & it’s easier to understand than you…Just nowJust now
Cobus GreylingDR-RAG: Applying Dynamic Document Relevance To Question-Answering RAGDR-RAG is a two-stage retrieval process which is focussed on calling the LLM only once by performing a multi-hop process on QA datasets…3d ago3d ago
Cobus GreylingCreating A Benchmark Taxonomy For Prompt EngineeringBenchmarking prompts presents challenges due to differences in their usage, level of detail, style, and purpose. A recent study tackled…4d ago4d ago
Cobus GreylingLanguage Agent Tree Search — LATSThe LATS framework is a first of its kind general framework that synergises the capabilities of LMs in reasoning, acting, and planning. It…5d ago25d ago2
Cobus GreylingTree Of Thoughts Prompting (ToT)Prompting techniques are continuously evolving & this evolution demands supporting structures to put more complex prompts to work. This…6d ago16d ago1
Cobus GreylingUsing Fine-Tuning To Imbed Hidden Messages In Language ModelsThis text is revealed only when triggered by a specific query to the Language Model.Jun 102Jun 102
Cobus GreylingImplementing Chain-of-Thought Principles in Fine-Tuning Data for RAG SystemsKnowledge-oriented question answering is now a crucial aspect of enterprise knowledge management, aiming to provide accurate responses to…Jun 7Jun 7
Cobus GreylingAssertions Are Like Guardrails for LLM AppsDSPy Assertions are a different approach to guardrails, which asserts computational constraints on foundation models.Jun 3Jun 3
Cobus GreylingRAGTruthIn essence, RAGTruth is a large-scale corpus of naturally generated hallucinations, featuring detailed word-level annotations specifically…May 31May 31
Cobus GreylingDSPy & The Principle Of AssertionsIn February 2024, a study introduced Assertions to the DSPy framework. These Assertions serve as both constraints and guides for Language…May 30May 30