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Update README.md
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dluc authored Sep 10, 2024
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Expand Up @@ -159,7 +159,7 @@ Here's comparison table:
|-----------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------|
| Runtime | Memory as a Service | Vector store library for .NET / Python / Java |
| Data formats | Web pages, PDF, Images, Word, PowerPoint, Excel, Markdown, Text, JSON, HTML | Text only |
| Search | Cosine similarity, Hybrid search, Filters wiht AND/OR conditions | Cosine similarity. Work in progress to support filters. |
| Search | Cosine similarity, Hybrid search, Filters with AND/OR conditions | Cosine similarity. Work in progress to support filters. |
| Language support | Any language, command line tools, browser extensions, low-code/no-code apps, chatbots, assistants, etc. | .NET, Python, Java |
| Storage engines | [Azure AI Search](https://azure.microsoft.com/products/ai-services/ai-search), [Elasticsearch](https://www.nuget.org/packages/FreeMindLabs.KernelMemory.Elasticsearch), [MongoDB Atlas](https://www.mongodb.com/atlas/database), [Postgres+pgvector](https://github.com/microsoft/kernel-memory/extensions/postgres), [Qdrant](https://qdrant.tech), [Redis](https://redis.io), [SQL Server](https://www.nuget.org/packages/Microsoft.KernelMemory.MemoryDb.SQLServer/), In memory KNN, On disk KNN. | Azure AI Search, Chroma, DuckDB, Kusto, Milvus, MongoDB, Pinecone, Postgres, Qdrant, Redis, SQLite, Weaviate |
| File storage | Disk, [Azure Blobs](https://learn.microsoft.com/azure/storage/blobs/storage-blobs-introduction), [AWS S3](https://aws.amazon.com/s3), [MongoDB Atlas](https://www.mongodb.com/atlas/database), In memory (volatile) | - |
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