Technology

Chroma

Chroma is the open-source vector database engineered for AI: it simplifies the storage and retrieval of vector embeddings for large language models (LLMs).

Chroma functions as the critical memory layer for modern Generative AI applications, specifically powering Retrieval-Augmented Generation (RAG). It stores vector embeddings (numerical representations of unstructured data like text or images) and associated metadata. This architecture enables low-latency, high-accuracy similarity searches using metrics like cosine distance. Developers can deploy it locally or use the managed Chroma Cloud, leveraging Python and JavaScript/TypeScript SDKs for rapid prototyping and production-scale LLM context retrieval.

https://www.trychroma.com/

What builders pair with Chroma

Projects using both technologies. Select a pairing to see a project.

Built with Chroma

LangChain 4 shared projects OpenAI API 3 shared projects Pinecone 3 shared projects FAISS 2 shared projects GPT-4 2 shared projects Streamlit 2 shared projects

12 more pairings

Adobe XD 1 shared project AgentGPT 1 shared project Agent Q 1 shared project AI Self-critique 1 shared project Annoy 1 shared project Auto-GPT 1 shared project Axure RP 1 shared project Balsamiq Mockups 1 shared project Baseten 1 shared project Figma 1 shared project Framer 1 shared project Gemini models 1 shared project

Pairing: LangChain

Photo from the event — Event photo

Failing Fast with AI: Rapid Prototyping Using Google AI Studio

Pereira · February 26, 2026

view project | view LangChain

Recent Talks & Demos

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Google AI Studio: Rapid Prototyping

Google AI Studio Gemini models

RAG Authorization for Sensitive Data

Chroma LangChain

Teaching AI Maya Glyphs

Montreal Oct 21

TensorRT-LLM: High-Throughput Embeddings

San Francisco Apr 23

Palm Langchain: Conversational MySQL

Agent Q: Planning Autonomous Web Agents

Palo Alto Aug 22

Agent Q Auto-GPT

Vanna: Generating SQL with RAG

New York City Jun 3

LLM Long-Term Memory Demo

Los Angeles Mar 19

OpenAI API Gradio