ChatGPT vs LangChain
Overview
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Manual
Detailed Comparison
It is a trained model which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests. | It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs. |
Interacts in a conversational way;
Answers follow-up questions;
Admits its mistakes;
Challenges incorrect premises;
Rejects inappropriate requests | Prompt management;
Prompt optimization;
Provides a standard interface for chains;
Summarization |
Statistics | |
Stacks 483 | Stacks 807 |
Followers 397 | Followers 136 |
Votes 0 | Votes 1 |
Integrations | |
| No integrations available | |
What are some alternatives to ChatGPT, LangChain?
Clever AI Humanizer
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Ollama
It allows you to run open-source large language models, such as Llama 2, locally.
LlamaIndex
It is a project that provides a central interface to connect your LLMs with external data. It offers you a comprehensive toolset trading off cost and performance.
LangGraph
It is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain. It extends the LangChain Expression Language with the ability to coordinate multiple chains (or actors) across multiple steps of computation in a cyclic manner.
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LangSmith
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GPTScript
It is a new scripting language to automate your interaction with a Large Language Model (LLM), namely OpenAI. The ultimate goal is to create a natural language programming experience. The syntax of GPTScript is largely natural language, making it very easy to learn and use.
Glide
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Vercel AI SDK
It is an open-source library designed to help developers build conversational streaming user interfaces in JavaScript and TypeScript. The SDK supports React/Next.js, Svelte/SvelteKit, and Vue/Nuxt as well as Node.js, Serverless, and the Edge Runtime.
Hugging Face
Build, train, and deploy state of the art models powered by the reference open source in machine learning.
