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Chroma (vector database)

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Chroma or ChromaDB is an open-source vector database tailored to applications with large language models.

Its headquarters are in San Francisco. In April 2023, it raised 18 million US dollars as seed funding.

ChromaDB has been used in academic studies on artificial intelligence, particularly as part of the tech stack for retrieval-augmented generation.

References

  1. MSV, Janakiram (July 28, 2023). "Exploring Chroma: The Open Source Vector Database for LLMs". The New Stack. Retrieved July 31, 2024.
  2. "Chroma funding: Database provider raises $18M for AI-Powered Database". SiliconANGLE. April 6, 2023. Retrieved July 31, 2024.
  3. Toro, Sabrina; Anagnostopoulos, Anna V.; Bello, Sue; Blumberg, Kai; Cameron, Rhiannon; Carmody, Leigh; Diehl, Alexander D.; Dooley, Damion; Duncan, William (June 12, 2024), "Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)", Journal of Biomedical Semantics, 15 (1): 19, arXiv:2312.10904, doi:10.1186/s13326-024-00320-3, PMC 11484368, PMID 39415214
  4. Caspari, Laura; Dastidar, Kanishka Ghosh; Zerhoudi, Saber; Mitrovic, Jelena; Granitzer, Michael (July 11, 2024), Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems, arXiv:2407.08275

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