LangChain

Latest ReWOO Framework Addresses Auto-GPT and LangChain Redundancy

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Latest ReWOO Framework Addresses Auto-GPT and LangChain Redundancy

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. With … Read more

LangChain and ChatGLM Local Q&A Bot Development Project

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LangChain and ChatGLM Local Q&A Bot Development Project

In the current field of artificial intelligence research and applications, large model technologies such as Transformer, BERT, and the GPT series have become the core technological drivers. LangChain and ChatGLM, as applications based on large models, provide new ideas and solutions in the fields of Q&A systems and dialogue systems. To adapt to this trend, … Read more

Unlocking Intelligent Conversations on Python Websites with GPT-4, Langchain, and Graph RAG

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Unlocking Intelligent Conversations on Python Websites with GPT-4, Langchain, and Graph RAG

Author: Sienna Reviewed by: Los ▲Figure 1 | Graph RAG Diagram ©️【Deep Blue AI】Compiled This article will delve into the highly regarded open-source LLM project on GitHub, providing a detailed guide on how to utilize the Graph RAG (Retriever-Augmented Generator with Graph) technology, in conjunction with the Langchain framework and the capabilities of GPT-4 (or … Read more

LangChain: Practical Guide to AI Application Development

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LangChain: Practical Guide to AI Application Development

Source: Zhuanzhi This article is a book introduction, recommended reading time 5 minutes. Learn to build complex AI applications using the latest popular frameworks in Python. This practical guide will take you from basic chatbots to advanced assistants capable of reasoning over data. Learn to build complex AI applications using the latest popular frameworks in … Read more

Building Your Own AIGC Application with LangChain and OpenAI API

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Building Your Own AIGC Application with LangChain and OpenAI API

The 2023 Zhejiang Programmer Festival is in full swing, and the knowledge sharing activities, as one of the series of events, will successively launch the 【Artificial Intelligence Special】 knowledge sharing, including the development of AI large models, cutting-edge technologies, learning resources, etc. Welcome to follow! This issue’s content: Building your own AIGC application using LangChain … Read more

Daily Tech: Using Azure OpenAI Embedding Service in LangChain

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Daily Tech: Using Azure OpenAI Embedding Service in LangChain

Photographer: Product Manager Sea Urchin Sushi If you have used the ChatGPT API extensively or have heard of AutoGPT, you might know that it relies on the language framework LangChain[1]. LangChain allows large language models to access the internet, interact with various APIs, and even execute system commands. The number of tokens supported by ChatGPT’s … Read more

Integrating LlamaIndex and LangChain to Build an Advanced Query Processing System

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Integrating LlamaIndex and LangChain to Build an Advanced Query Processing System

Source: DeepHub IMBA This article is approximately 1800 words and is suggested to be read in 6 minutes. This article will introduce how to integrate and create a scalable and customizable agent RAG. Building large language model applications can be quite challenging, especially when we have to choose between different frameworks like LangChain and LlamaIndex. … Read more

Research on Knowledge Graph Construction Technology Based on LLM Graph Transformer

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Research on Knowledge Graph Construction Technology Based on LLM Graph Transformer

Source: DeepHub IMBA This article is approximately 7000 words long and is recommended to be read in over 10 minutes. This article delves into the LLM Graph Transformer framework of LangChain and its dual-mode implementation mechanism for text-to-graph conversion. The conversion from text to graph is a research area with technical challenges, where the core … Read more

Getting Started with LangChain: A Beginner’s Guide to Building LLM-Powered Applications

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Getting Started with LangChain: A Beginner's Guide to Building LLM-Powered Applications

Author: Leonie Monigatti Translation: Zhao Jiankai Proofreading: zrx This article is approximately 4800 words long and is recommended for a 7-minute read. This article introduces you to the LangChain framework. Tags: LangChain, LLM Application, OpenAI Since the release of ChatGPT, large language models (LLMs) have gained significant popularity. Even if you may not have enough … Read more

Issues and Alternatives for Langchain

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Issues and Alternatives for Langchain

Source: DeepHub IMBA This article is about 1100 words long, and it is recommended to read in 5 minutes. In this article, we will explore some issues related to Langchain and consider some alternative frameworks. Langchain has gained attention for its ability to simplify interactions with large language models (LLM). With its advanced API, it … Read more