InStackademicbyM K Pavan KumarAdvanced Information Retrieval with Qdrant using Late Interaction in ActionIn this session, we dive deep into advanced retrieval techniques using Qdrant and Late Interaction models. A key focus is on the MaxSim…Oct 8
Samvardhan V GColBERT + PaliGemma = ColiPali 🚀 for Document RetrievalIn traditional document retrieval methods, particularly for scanned PDFs, the process typically begins by running Optical Character…Oct 2
Ayushman PranavMy Personal Semantic Search: Using ColBERTv2 and DSPy to Build Efficient Local SearchIntroduction: Solving Personal Search Challenges with ColBERTv2 and DSPySep 2Sep 2
Pablo Hernandez LealInterpretability of ColPali in Financial DocumentsRetrieval Augmented Generation (RAG) is one of the most common use cases of LLMs. The first step of Retrieval is usually performed with…Jul 18Jul 18
Ayushman PranavHow I Used ColBERTv2, To Understand Why ColBERTv2 is Better Than ColBERTInformation Retrieval (IR) has significantly evolved with advancements in neural networks, and ColBERT has been a key player in this space…Aug 26Aug 26
InStackademicbyM K Pavan KumarAdvanced Information Retrieval with Qdrant using Late Interaction in ActionIn this session, we dive deep into advanced retrieval techniques using Qdrant and Late Interaction models. A key focus is on the MaxSim…Oct 8
Samvardhan V GColBERT + PaliGemma = ColiPali 🚀 for Document RetrievalIn traditional document retrieval methods, particularly for scanned PDFs, the process typically begins by running Optical Character…Oct 2
Ayushman PranavMy Personal Semantic Search: Using ColBERTv2 and DSPy to Build Efficient Local SearchIntroduction: Solving Personal Search Challenges with ColBERTv2 and DSPySep 2
Pablo Hernandez LealInterpretability of ColPali in Financial DocumentsRetrieval Augmented Generation (RAG) is one of the most common use cases of LLMs. The first step of Retrieval is usually performed with…Jul 18
Ayushman PranavHow I Used ColBERTv2, To Understand Why ColBERTv2 is Better Than ColBERTInformation Retrieval (IR) has significantly evolved with advancements in neural networks, and ColBERT has been a key player in this space…Aug 26
Varun BhardwajColBERT: A complete guideMe: BERT, can you please find me a Document Retrieval Model? BERT: Yes sure, here is your State Of The Art (SOTA) ColBERT model. Me: What’s…Aug 19, 20222
InTowards Generative AIbyShivam SolankiImproving RAG (Retrieval Augmented Generation) Answer Quality with Re-rankerImplementing the Re-ranker algorithm in the RAG pipelineAug 4, 20232
