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Feature Comparison of RAG-as-a-Service Providers - Graphlit

Dec 22, 2024 - graphlit.com
The article discusses the transition of ex-Carbon customers to Graphlit following Carbon's acquisition by Perplexity. It provides a comparison of features and data connectors among leading API-first RAG-as-a-Service vendors, focusing on semantic search and RAG capabilities without considering UI features. The analysis is based on information from vendor websites and API documentation, with a note that any errors are unintentional and open to correction upon request. The article emphasizes Graphlit's strengths, such as its knowledge graph data model, support for GraphRAG, and robust RAG strategies, while also highlighting its managed RAG pipeline and access to major LLMs.

The comparison covers data connectors, costs, data ingestion, content preparation, retrieval capabilities, and additional features like SDKs. Graphlit is noted for its unique offerings, including collections for content grouping and image prompting. The article encourages readers to evaluate the vendors based on their specific needs and invites questions or requests for additional vendor coverage. It concludes by directing readers to Graphlit's documentation, marketing site, and Discord community for further information.

Key takeaways:

  • Graphlit offers a comprehensive comparison of features and data connectors among leading RAG-as-a-Service providers, focusing on API-first vendors.
  • Graphlit prioritizes adding new data connectors based on customer requests, especially for those on the Starter or Growth tiers.
  • Graphlit's standout feature is its knowledge graph data model, supporting GraphRAG and graph retrieval, along with 'collections' for content organization.
  • Graphlit excels in RAG, SDKs, and other capabilities, providing a managed RAG pipeline and access to major LLMs and vision LLMs.
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