What is 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.
LlamaIndex is a tool in the Agent Platforms category of a tech stack.
Key Features
Offers data connectors to your existing data sources and data formatsStoring context in an easy-to-access format for prompt insertion
LlamaIndex Pros & Cons
Pros of LlamaIndex
No pros listed yet.
Cons of LlamaIndex
No cons listed yet.
LlamaIndex Alternatives & Comparisons
What are some alternatives to LlamaIndex?
LangChain
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.
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.
