Alternatives to LocalAI logo

Alternatives to LocalAI

LangChain, Vercel AI SDK, Hugging Face, LlamaIndex, and LLM are the most popular alternatives and competitors to LocalAI.
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What is LocalAI and what are its top alternatives?

It is a drop-in replacement REST API that’s compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families that are compatible with the ggml format. Does not require GPU.
LocalAI is a tool in the Large Language Model Tools category of a tech stack.
LocalAI is an open source tool with GitHub stars and GitHub forks. Here’s a link to LocalAI's open source repository on GitHub

Top Alternatives to LocalAI

  • LangChain
    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
    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
    Hugging Face

    Build, train, and deploy state of the art models powered by the reference open source in machine learning. ...

  • LlamaIndex
    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. ...

  • Chroma
    Chroma

    It is an open-source embedding database. Chroma makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs. ...

  • LLM
    LLM

    It is a Rust ecosystem of libraries for running inference on large language models, inspired by llama.cpp. On top of llm, there is a CLI application, llm-cli, which provides a convenient interface for running inference on supported models. ...

  • Flowise
    Flowise

    It is an open-source, drag & drop UI to build your customized LLM flow. It is built on top of LangChainJS, with the aim to make it easy for people to visualize and build LLM apps. ...

  • Ollama
    Ollama

    It allows you to run open-source large language models, such as Llama 2, locally. ...

LocalAI alternatives & related posts

LangChain logo

LangChain

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Build AI apps with LLMs through composability
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      Vercel AI SDK logo

      Vercel AI SDK

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      An interoperable, streaming-enabled, edge-ready software development kit for AI apps
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          Hugging Face logo

          Hugging Face

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          Build, train and deploy state of the art models
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              LlamaIndex logo

              LlamaIndex

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              A central interface to connect your LLMs with external data
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                  Chroma logo

                  Chroma

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                  The AI-native open-source embedding database
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                      LLM logo

                      LLM

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                      A Rust Crate/CLI for CPU inference of LLMs
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                          Flowise logo

                          Flowise

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                          Drag and drop UI to build your customized LLM flow using LangchainJS
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                              Ollama logo

                              Ollama

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                              Get up and running with large language models locally
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