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Guide to lightning-fast JAX

Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Meet JAX!. Your new best friend in your machine learning, deep learning, and numerical computing journey. Think of it as NumPy wit

Mar 19, 2025 am 11:21 AM

Agentic RAG for Analyzing Customer Issues

This article explores Agentic RAG, an advanced AI technique that significantly improves the capabilities of Large Language Models (LLMs). Unlike traditional, or "Naive," RAG, which passively retrieves information, Agentic RAG incorporates a

Mar 19, 2025 am 11:20 AM

Customer Call Analysis Made Easy with SnapSynapse

Customer support calls hold a wealth of information, but finding the time to manually comb through these recordings for insights isn’t easy. Imagine if you could instantly turn these long recordings into clear summaries, track ho

Mar 19, 2025 am 11:17 AM

3 Advanced Strategies for Retrievers in LangChain

LangChain Retrieval: Efficient and Flexible Access to Documents The searcher in the LangChain framework plays a crucial role, providing a flexible interface for returning documents based on unstructured queries. Unlike vector databases, the searcher does not need to store documents; its main function is to retrieve relevant information from a large amount of data. While vector databases can serve as the basis for retriers, there are various types of retriers, each customizable for a specific use case. Learning Objectives Understand the key role of searchers in LangChain and achieve efficient and flexible document retrieval to meet various application needs. Learn how LangChain's searcher (from vector database to multi-query and context compression) simplifies

Mar 19, 2025 am 11:16 AM

Jamba 1.5: Featuring the Hybrid Mamba-Transformer Architecture

Jamba 1.5: A Powerful Hybrid Language Model for Long-Context Processing Jamba 1.5, a cutting-edge large language model from AI21 Labs, boasts impressive capabilities for handling extensive text contexts. Available in two versions – Jamba 1.5 Large (

Mar 19, 2025 am 11:15 AM

50 Generative AI Interview Questions - Analytics Vidhya

Generative AI is a newly developed field booming exponentially with job opportunities. Companies are looking for candidates with the necessary technical abilities and real-world experience building AI models. This list of intervi

Mar 19, 2025 am 11:14 AM

Generative AI in Decision-Making: Pitfalls, and Practical Solutions

In recent years, generative AI has gained prominence in areas like content generation and customer support. However, applying it to complex systems involving decision-making, planning, and control is not straightforward. This pap

Mar 19, 2025 am 11:01 AM

4 Steps to Build Multi-Agent Nested Chats with AutoGen

Nested Chat in AutoGen: Building more responsive and dynamic AI proxy interactions Advances in artificial intelligence (AI) have enabled chatbots to develop rapidly. Today, with the advent of AI agents, chatbots are able to handle more complex and layered interactions, far beyond the limitations of traditional conversations. In our previous article, Building a Multi-Agent Chatbot with AutoGen, we explore the concept of sequential chat using AutoGen, which allows structured, rotating communication between multiple agents. Now, based on this, we will move to a more complex feature: nested chat. With AutoGen's powerful framework, nested dialogue allows robots to maintain smooth communication without

Mar 19, 2025 am 11:00 AM