LLMs, by default, do not have any long-term memory of prior conversations (unless that chat history is used as input for a query). LangChain solves this problem with simple utilities for adding memory to a system, with options ranging from retaining the entirety of all conversations to reta...
LangChain offers a special memory library where the application can save a chat’s history to a fast lookup store. Typically is not a relational database. It’s usually a NoSQL or in-memory store. Having the ability to quickly retrieve a chat’s history and inject it into the LLM’s p...
Getting the best performance for RAG workflows requires massive amounts of memory and compute to move and process data. TheNVIDIA GH200 Grace Hopper Superchip, with its 288GB of fast HBM3e memory and 8 petaflops of compute, is ideal — it can deliver a 150x speedup over using a CPU. On...
Not Your Traditional Memory Close the gap between traditional memory and storage with Intel® Optane™ memory, a standalone memory device that is different from all the rest. It streamlines your computing experience by combining storage capacity and intelligent system acceleration. You get both sp...
Use LangSmith to debug, test, evaluate, and monitor chains and intelligent agents in LangChain and other LLM applications.
In the ever-evolving world of computing, one component plays a crucial role in determining your device’s performance: RAM (Random Access Memory). But what exactly is a gigabyte of RAM, and how much do you really need? This comprehensive guide will demystify RAM, explain its importance, and...
Since then, progress in other neural network techniques and architectures has helped expand generative AI capabilities. Techniques include VAEs, long short-term memory, transformers, diffusion models andneural radiance fields. Best practices for using generative AI ...
To optimize vector database development,LangChainis an open-source orchestration framework for developing applications that use LLMs. Available in both Python-based and JavaScript-based libraries, LangChain’s tools and APIs simplify the process of building LLM-driven apps such as chatbots and virtua...
The new PC browser lets gamers control their computer’s CPU and memory usage to make their gaming and streaming smoother. It also features Twitch integration and numerous customization options. Los Angeles, California/ Oslo, Norway – There are currently more than 1.2 billion* PC gamers. Today,...
Converged databases support spatial data for location awareness, graph data for relationship modeling, JSON for document stores, IoT for device integration, in-memory technologies for real-time analytics, and traditional relational data. By supporting these different data types, a converged database can...