Florian JuneAdvanced RAG 06: Exploring Query RewritingA key technique for aligning the semantics of queries and documentsMar 4, 20246Mar 4, 20246
InTowards AIbyYanli LiuBuilding a YoutubeGPT with LangChain, Gradio, and Vector DatabaseDiscovering the GenAI Development Stack through a Practical GuideJan 23, 20241Jan 23, 20241
InTowards AIbyPere MartraCreate Your Own Data Analyst Assistant With Langchain AgentsAllow me to share my personal opinion on LLM Agents: They are going to revolutionize everything! If you’re already working with Large…Aug 5, 20232Aug 5, 20232
Tarun SinghMastering AutoGen: A Comprehensive Guide to Next-Generation Language Model ApplicationsIntroductionOct 12, 20231Oct 12, 20231
InDatabuttonbyAvraAI-Powered Data VisualizationIntroducing an app to generate charts using only a single prompt 📊Oct 17, 20231Oct 17, 20231
InCode Like A GirlbyAleksandra Liutikova aka Java SenoritaAdvanced ChatGPT Prompting Techniques for Developers — summary of personal experienceIn this article, I’ve collected my experience on how to use ChatGPT in development tasks efficiently. Use my hints and boost your coding!Oct 16, 202320Oct 16, 202320
ZIRUCreating an AI web service using LangChain with Streamlit using LLaMA 2 or ChatGPT4 in your LOCAL…Create Chat with your PDF using Full stack in your local machineAug 27, 20234Aug 27, 20234
InThirdAI BlogbyAnshuThirdAI’s PocketLLM: A Completely Free App for AI-Assisted Document Management on Windows and MacConvert your text data into a private, searchable, and interactive knowledge-base using the power of LLMs. No hallucinations or data…May 2, 20231May 2, 20231
AnindyadeepKnowledge Bases and retrieval augmented LLMs, A primer.So far we have learned how to connect custom Large Language Models using Langchain and there I showed an example of connecting a LLM…Jul 30, 20232Jul 30, 20232
AnindyadeepBuilding a Knowledge base for custom LLMs using Langchain, Chroma, and GPT4AllHello everyone, Hope you are having an awesome weekend. In my previous blog, we learned about knowledge bases, embeddings, and how LLMs use…Jul 30, 20232Jul 30, 20232
Changsha MaLLM as Knowledge Base v.s. LLM with Knowledge RetrievalUpdates on Feb 2025: LLM with Knowledge Retrieval (aka RAG) has been proven as a more sustainable approach for majority of the use cases…Sep 17, 2023Sep 17, 2023
sbagencyKnowledge base vs fine-tune LLMs // pros & consFine-tuning (HF, OpenAI) requires more resources (time, data, compute, etc.) and money, not suitable for constant real-time updates. It’s…Jul 9, 2023Jul 9, 2023
Jeremy ArancioFine-tune an LLM on your personal data: create a “The Lord of the Rings” storyteller.You can now fine-tune an LLM on your own private data, and keep control over your personal information without depending on OpenAI GPT-4.May 23, 20235May 23, 20235
InMicrosoft AzurebySaverio ProtoUnderstanding how the Azure OpenAI “use your data” feature worksAs of September 2023, Azure OpenAI has a preview feature called “Use your data.” To understand what this feature is, let’s first talk about…Sep 27, 20233Sep 27, 20233
Jack WattsImpersonating yourself with ChatGPT and Microsoft Semantic KernelHow to get ChatGPT to do almost anythingMay 3, 2023May 3, 2023