Shivansh KaushikinPrimastatBuilding Agentic Applications with LangGraph: Part 1 — Tabular OCR AgentExtract tabular text in a structured format using LangGraph and Tesseract OCR.Sep 16Sep 16
Shivansh KaushikinPrimastatFinetuning LLama3 using AxolotlQuick LLM fine-tuning guide using axolotlJun 13Jun 13
Shivansh KaushikinPrimastatImplementing Large Multimodal Models (LMM) in few lines of code using Langchain and OllamaWhat are LMMs?Apr 11Apr 11
Shivansh KaushikFunction calling agents with Hermes-2 Pro LocallyUtilizing function-calling capability of Hermes-2 Pro to build autonomous agents and unleashing the power of open-source LLMs!Mar 20Mar 20
Shivansh KaushikinPrimastatAdvanced Text Retrieval with Elasticsearch & LlamaIndex: Sentence Window RetrievalExplore Advanced Text Retrieval with Elasticsearch & LlamaIndex, focusing on Sentence Window Retrieval (SWR) for precision and efficiency.Jan 112Jan 112
Shivansh KaushikinPrimastatMultimodal Agent: Image Captioning with Mistral 7B on CPURun a large language model on your CPU and build custom agents to caption images!Dec 1, 20232Dec 1, 20232
Shivansh KaushikinPrimastatThis technique will make your LLM Smarter and more Context-Aware: RAG on SteroidsUsing Reciprocal Rank Fusion and Query Generation to enhance the power of Retrieval Augmented GenerationOct 31, 20231Oct 31, 20231
Shivansh KaushikinPrimastatTalk to your Database using RAG and LLMsWhat is RAG?Oct 12, 20239Oct 12, 20239
Shivansh KaushikEfficient Model Fine-Tuning for LLMs: Understanding PEFT by ImplementationFine-tuning large language models (LLMs) is a computationally intensive process, posing challenges in terms of memory requirements and time…Jul 31, 2023Jul 31, 2023