Chroma vs LLMStack
Overview
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CLI (Node.js)
Manual
Detailed Comparison
It is an open-source embedding database. Chroma makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs. | It is a no-code platform for building generative AI applications, chatbots, agents and connecting them to your data and business processes. It is a framework to build new AI experiences or integrate AI into your existing products. |
Fully-typed, fully-tested, fully-documented;
Dev, Test, Prod: the same API that runs in your Python notebook, scales to your cluster;
Feature-rich;
Free & open source | Open-source platform;
Model chaining;
Bring your own data;
Build apps collaboratively |
Statistics | |
GitHub Stars 24.2K | GitHub Stars 2.1K |
GitHub Forks 1.9K | GitHub Forks 305 |
Stacks 52 | Stacks 0 |
Followers 15 | Followers 2 |
Votes 0 | Votes 0 |
Integrations | |
What are some alternatives to Chroma, LLMStack?
Milvus
Milvus is an open source vector database. Built with heterogeneous computing architecture for the best cost efficiency. Searches over billion-scale vectors take only milliseconds with minimum computing resources.
crewAI
It is a cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, it empowers agents to work together seamlessly, tackling complex tasks.
Clever AI Humanizer
That transforms AI-generated content into natural, undetectable human-like writing. Bypass AI detection systems with intelligent text humanization technology
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.
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.
LangSmith
It is a platform for building production-grade LLM applications. It lets you debug, test, evaluate, and monitor chains and intelligent agents built on any LLM framework and seamlessly integrates with LangChain, the go-to open source framework for building with LLMs.
YouWare
Is an all-in-one AI coding platform that allows you build apps and websites by chatting with AI. YouWare enables full-stack code generation and deployment with a shareable URL instantly. no code, no setup, no hassle.
Amp
A frontier coding agent engineered to maximize what's possible with today's latest models—autonomous reasoning, comprehensive code editing, and complex task execution.
