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Chroma is the open-source AI application database. Batteries included. Embeddings, vector search, document storage, full-text search, metadata filtering, and multi-modal. All in one place.
Chroma is an AI-native open-source vector database. It comes with everything you need to get started built in, and runs on your machine. A hosted version is in early access!
Chroma is the AI-native open-source vector database. Chroma makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs. New to Chroma? 🔑 Getting Started. Chroma gives you the tools to: store embeddings and their metadata. embed documents and queries. search embeddings. Chroma prioritizes:
Sep 28, 2024 · Chroma DB is an open-source vector store used for storing and retrieving vector embeddings. Its main use is to save embeddings along with metadata to be used later by large language models. Additionally, it can also be used for semantic search engines over text data.
Feb 9, 2023 · Features. Simple: Fully-typed, fully-tested, fully-documented == happiness. Integrations: 🦜️🔗 LangChain (python and js), 🦙 LlamaIndex and more soon. Dev, Test, Prod: the same API that runs in your python notebook, scales to your cluster. Feature-rich: Queries, filtering, density estimation and more. Free & Open Source: Apache 2.0 Licensed.
Features. Simple: Fully-typed, fully-tested, fully-documented == happiness. Integrations: 🦜️🔗 LangChain (python and js), 🦙 LlamaIndex and more soon. Dev, Test, Prod: the same API that runs in your python notebook, scales to your cluster. Feature-rich: Queries, filtering, density estimation and more. Free & Open Source: Apache 2.0 Licensed.
Mar 16, 2024 · What is Chroma DB? Chroma DB is a vector database system that allows you to store, retrieve, and manage embeddings. It can be used in Python or JavaScript with the chromadb library for...
If you are running Chroma in client-server mode, you may not need the full Chroma library. Instead, you can use the lightweight client-only library. In this case, you can install the chromadb-client package.
Oct 16, 2024 · This is a collection of small guides and recipes to help you get started with ChromaDB. Critical Fix in 0.5.13. If you are using Chroma >=0.5.7 and <=0.5.13 please upgrade to 0.5.13 as there is a critical bug that can cause data loss. Read more on the GH Issue #2922. Latest ChromaDB version: 0.5.15.
Nov 15, 2023 · Get Started With ChromaDB, an Open-Source Vector Database. What Is a Vector Database? Meet ChromaDB for LLM Applications. Practical Example: Add Context for a Large Language Model (LLM) Prepare and Inspect Your Dataset. Create a Collection and Add Reviews. Connect to an LLM Service. Provide Context to the LLM. Conclusion. Remove ads.