Stephen CollinsinThe Deep HubHow to Implement a Tree of Thoughts in PythonThe concept of the “Tree of Thoughts” (ToT) is a powerful tool for allowing an LLM to explore a non-linear path through a problem space…Jul 52Jul 52
Stephen CollinsinThe Deep HubBuilding a Reliable and Accurate LLM Application with Voting SystemsEnsuring the reliability and accuracy of applications powered by large language models (LLMs) is of the upmost importance. One effective…Jun 28Jun 28
Stephen CollinsinThe Deep HubImplementing GraphRAG for Query-Focused SummarizationIn this tutorial, I’ll explore the implementation of the GraphRAG (Graph-based Retrieval-Augmented Generation) approach to query-focused…May 171May 171
Stephen CollinsinThe Deep HubHow to Create LCEL Chains in LangChainLangChain is a framework designed to enhance the capabilities of large language models (LLMs) by integrating external tools and data…Mar 21Mar 21
Stephen CollinsHow to Perform OCR with Multi Modal LLMsOptical Character Recognition (OCR) technology has made significant strides recently, especially with the introduction of Large Language…Mar 14Mar 14
Stephen CollinsHow to Enhance Content with SemantifyEngaging readers with long-form content can be a challenge. Readers often seek quick insights and interactive elements that make their…Mar 2Mar 2
Stephen CollinsinThe Deep HubHow to Use Promptfoo for LLM Testing“Untested software is broken software.”Feb 151Feb 151
Stephen CollinsinThe Deep HubBasic Security Practices for SQLite: Safeguarding Your DataSQLite, a lightweight and widely-used database engine, offers convenience and simplicity for many applications, but as with any data…Feb 3Feb 3
Stephen CollinsinThe Deep HubHarnessing Semantic Kernel for LLM IntegrationIn the rapidly evolving digital era, the integration of LLM (large language model) functionalities into applications is becoming…Jan 20Jan 20
Stephen CollinsHow to Automate Processes with CrewAICrewAI is a new multi-agent framework built on top of LangChain to simplify LLM-based Agent development. In this blog post, I’ll guide you…Jan 13Jan 13
