rag: resilient embedder — rotate/split on endpoint errors; 4-GPU embed pool

Port of zerto-docs PR #45. OllamaEmbeddings previously made a single attempt per batch — any transient connection drop or HTTP error from one endpoint failed the entire index rebuild. - _embed() now rotates to the next endpoint and retries with backoff (5 attempts) on transport errors, and additionally halves the input (floor 16) on HTTP status errors: the .0.125 Windows Ollama (4090) 400s when its model runner dies on an oversized input array. Error response bodies are logged instead of swallowed. - CI workflows: OLLAMA_URLS extended from the two ripper instances to the full 4-endpoint GPU pool (+ .0.125 4090, + .0.126). At the 64-chunk batches this indexer already uses, .0.125 is the fastest embedder in the fleet (242 embeds/s measured on seed-mcp). Verified against the live pool: 64-text happy path, dead-endpoint rotation, and a forced 512-text 400 on .0.125 that split and completed. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-06-10 15:46:45 -04:00
4 changed files with 25 additions and 174 deletions
@@ -6,7 +6,7 @@ New hardware and software are continually being tested and certified. This docum
 NOTE
-There is a self-validation program for partners to quickly validate their solutions for compatibility with HVM. For more information about the program, see [HPE Morpheus VM Essentials Software self-validation program](https://www.hpe.com/psnow/doc/a00155725enw?jumpid=in_pdfviewer-psnow).
+There is a self-validation program for partners to quickly validate their solutions for compatibility with HVM. For more information about the program, see [the self-validation program documentation](https://www.hpe.com/psnow/doc/a00155725enw?jumpid=in_pdfviewer-psnow).
 Table 1. Server Hardware Support
@@ -44,20 +44,16 @@ Table 1. Server Hardware Support
 | Cisco | AMD 1 RU server | Cisco UCS C225 M8 |  |
 | Dell |  | Dell PowerEdge R660 | iSCSI, FC, NFS |
 | Dell |  | Dell PowerEdge R670 | iSCSI, FC, NFS |
 | Fujitsu | Intel x86 1U rack server | Fujitsu PRIMERGY | For more information, see [PRIMERGY RX2530 M8 Rack Server Data Sheet](https://sp.ts.fujitsu.com/dmsp/Publications/public/ds-py-rx2530-m8-en.pdf). |
 | Lenovo |  | Lenovo ThinkEdge SE450 |  |
 | Lenovo | Intel x86 2U rack server | Lenovo ThinkSystem SR650 V3 | For more information, see [Lenovo ThinkSystem SR650 V3 Server Product Guide](https://lenovopress.lenovo.com/lp1601-thinksystem-sr650-v3-server). |
 | Supermicro | Intel 2 RU server | Supermicro SYS-621H-TN12 |  |
 | xFusion |  | Fusion Server 1288H V7 |  |
-1 For Synergy hardware device support, review the latest SSP published for Ubuntu at <https://support.hpe.com/docs/display/public/synergy-sw-release/OS_Support.html>. HPE Synergy D3940 is not supported, and for more information about Ubuntu support in HPE Synergy, see the [Customer Notice a00129603](https://support.hpe.com/hpesc/public/docDisplay?docId=emr_na-a00129603en_us).
+1 For Synergy hardware device support, review the latest SSP published for Ubuntu at <https://support.hpe.com/docs/display/public/synergy-sw-release/OS_Support.html>. Please note that HPE Synergy D3940 is not supported, and for additional information on Ubuntu support in HPE Synergy, refer to the [Customer Notice a00129603](https://support.hpe.com/hpesc/public/docDisplay?docId=emr_na-a00129603en_us).
 Table 2. Storage Hardware Support
      | Vendor | Hardware Family | Platform Type | Comments |
 | --- | --- | --- | --- |
 | Lenovo | DE Series | DE6600F | Fibre channel |
 | Hitachi Vantara | VSP One B20 | Firmware SVOS RF10.4 or later | Fibre Channel |
 | Dell | Dell | PowerStore 4.0.0.2 | iSCSI, FC, NFS |
 | Dell | Dell Unity | Dell EMC Unity XT 880F |  |
 | Dell | Dell PowerStore | Dell PowerStore |  |
@@ -79,30 +75,27 @@ Table 2. Storage Hardware Support
 NOTE
-For more information, see [Storage matrix](https://www.hpe.com/storage/spock).
+For more detail, please visit the [storage matrix](http://www.hpe.com/storage/spock)
 Table 3. Independent Software Vendor (ISV) Support
        | Partner | Product Name | Product Version | Deployment | Validation Type | Resources |
 | --- | --- | --- | --- | --- | --- |
 | Accops | Accops HyWorks | 4.1.0.23929 |  | Partner | - [Connector Management Overview](https://docs.accops.com/HyWorks_4_0/content/core_features/connector_mgmt_overview.html) - [Connector Feature Matrix Comparison](https://docs.accops.com/HyWorks_4_0/content/common/dedicated_provider_feature_matrix.html) - [Features and Enhancements in HyWorks v4.1](https://docs.accops.com/HyWorks_4_0/content/release_notes/4.1/4.1_features_enhancements.html) |
 | Opentext | Data Protector | 24.4 and 25.4 |  | Partner | - [Opentext Data Protector 24.4 Virtualization Support Matrix](https://docs.microfocus.com/DP/SupportMatrix/24.4/Virtualization_SupportMatrix_DP24.4.pdf) - [Opentext Data Protector 25.4 Virtualization Support Matrix](https://docs.microfocus.com/doc/200/25.4/dpvirtualizationsupportmatrix) |
 | Wipro | VisionEDGE | 10.7.0 |  |  |  |
 | Aerospike | Aerospike Enterprise Edition Database | 8.1.0.2 |  | HPE | [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/powering-aerospike-clusters-with-hpe-morpheus-vm-essentials/ba-p/7262354) |
 | Apache | Cassandra DB | 5.0.6 |  | HPE | [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/cassandra-with-hpe-morpheus-vm-essentials-software-scale-and/ba-p/7259488) |
 | CelerData | CelerData Enterprise (StarRocks) | 3.4.4 |  |  |  |
 | Citrix1,3 | Citrix Virtual Apps and Desktops | 7.2402 LTSR CU1 |  | HPE |  |
-| Cohesity | DataProtect | 7.1.2 and later | Agent‐based | Partner | - [Technical Brief](https://psnow.ext.hpe.com/doc/a00146586enw) - [TekTalk‐on‐Point](https://vshow.on24.com/vshow/HPETekTalks/content/4929110/) - [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/protect-hpe-morpheus-vm-essentials-software-vms-with-hpe/ba-p/7240793) |
+| Cohesity | DataProtect | 7.1.2 and later | Agent‐based | Partner | [Technical Brief](https://psnow.ext.hpe.com/doc/a00146586enw), [TekTalk‐on‐Point](https://vshow.on24.com/vshow/HPETekTalks/content/4929110/), [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/protect-hpe-morpheus-vm-essentials-software-vms-with-hpe/ba-p/7240793) |
 | Cohesity | NetBackup | 11 | Agent‐based | Partner | [Release Notes](https://urldefense.com/v3/__https:/www.veritas.com/support/en_US/doc/103228346-168289021-1__;!!NpxR!jDjqUFB8W_nHe21CV5Pr5HQI_JYJVb8JzEDaoWsgX-ql62BKdr7VMcYhflhPHfhA-iDDH26OitC3RorzksoLJQKzxjk$) |
-| Commvault2 | Commvault Cloud Backup and Recovery | 11.40 | Agent-Based, Image‐based | Partner | - [Technical Brief](https://www.hpe.com/psnow/doc/a50013306enw) - [Tektalk-on-Point](https://vshow.on24.com/vshow/HPETekTalks/content/5025885/) - [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/protect-hpe-morpheus-vm-essentials-software-vms-with-commvault-s/ba-p/7245399) - [Solution Brief](https://www.commvault.com/resources/solution-brief/secure-your-virtual-environment-with-simplicity-and-scale) |
+| Commvault2 | Commvault Cloud Backup and Recovery | 11.40 | Agent-Based, Image‐based | Partner | [Technical Brief](https://www.hpe.com/psnow/doc/a50013306enw), [Tektalk-on-Point](https://vshow.on24.com/vshow/HPETekTalks/content/5025885/), [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/protect-hpe-morpheus-vm-essentials-software-vms-with-commvault-s/ba-p/7245399), [Solution Brief](https://www.commvault.com/resources/solution-brief/secure-your-virtual-environment-with-simplicity-and-scale) |
 | HP | HP Anyware | 25.03.1 |  | HPE | [Technical Paper](https://www.hpe.com/psnow/doc/a00155457enw) |
 | iTernity | iCAS | 3.7.7.4 |  | Partner |  |
 | OpenText | OpenText Analytics Database (Vertica) | 26 or 25.2 |  | HPE |  |
-| Oracle1 | Database | 19c | Single instance only; Oracle RAC support TBD | HPE | - [Technical Brief](https://www.hpe.com/psnow/doc/a50012368enw) - [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/reduce-costs-with-hpe-vm-essentials-in-your-oracle-database-on/ba-p/7238767) - [TekTalk‐on‐Point](https://vshow.on24.com/vshow/HPETekTalks/content/4937728/) |
+| Oracle1 | Database | 19c | Single instance only; Oracle RAC support TBD | HPE | [Technical Brief](https://www.hpe.com/psnow/doc/a50012368enw), [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/reduce-costs-with-hpe-vm-essentials-in-your-oracle-database-on/ba-p/7238767), [TekTalk‐on‐Point](https://vshow.on24.com/vshow/HPETekTalks/content/4937728/) |
 | Oracle | MySQL Community Edition | 8.4.6 |  |  |  |
 | Medical Informatics Corp. (MIC) | Sickbay Clinical Platform | 3.45.4.0 |  | HPE |  |
-| Microsoft1 | SQL Server | SQL Server 2016, 2017, 2019, 2022, 2025 | Single instance with Availability Groups | HPE | - [Technical Brief](https://www.hpe.com/psnow/doc/a50012536enw?jumpid=in_ResourceLibrary) - [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/sql-server-runs-on-the-new-hpe-vm-essentials/ba-p/7238640) - [TekTalk-on-Point](https://support.hpe.com/hpesc/public/api/document/sd00006551en_us/render?page=GUID-EA7C0803-E66B-4B17-B994-30D4025A258F.xml#GUID-EA7C0803-E66B-4B17-B994-30D4025A258F) |
+| Microsoft1 | SQL Server | SQL Server 2016, 2017, 2019, 2022, 2025 | Single instance with Availability Groups | HPE | [Technical Brief](https://www.hpe.com/psnow/doc/a50012536enw?jumpid=in_ResourceLibrary), [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/sql-server-runs-on-the-new-hpe-vm-essentials/ba-p/7238640), [TekTalk-on-Point](https://support.hpe.com/hpesc/public/api/document/sd00006551en_us/render?page=GUID-EA7C0803-E66B-4B17-B994-30D4025A258F.xml#GUID-EA7C0803-E66B-4B17-B994-30D4025A258F) |
-| MongoDB1 | Enterprise Advanced | 8.0.0 |  | HPE | - [Technical Brief](https://www.hpe.com/psnow/doc/a50012355enw) - [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/optimize-ai-development-how-hpe-vm-essentials-and-mongodb/ba-p/7235922) - [Video](https://youtu.be/UYpOJ6JnuEk) |
+| MongoDB1 | Enterprise Advanced | 8.0.0 |  | HPE | [Technical Brief](https://www.hpe.com/psnow/doc/a50012355enw), [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/optimize-ai-development-how-hpe-vm-essentials-and-mongodb/ba-p/7235922), [Video](https://youtu.be/UYpOJ6JnuEk) |
 | Elastic1 | Elastic Stack | 9.0.0‐1 |  | HPE | [Technical Paper](https://hpe.seismic.com/Link/Content/DCGR7RhHBHG8QGmT6C74h6gqg4fj) |
 | Omnissa1,3 | Horizon | 8.13.1 (Build 11490723527) |  | HPE | [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/unlock-efficient-vdi-with-hpe-vm-essentials-software-and-omnissa/ba-p/7238879) |
 | OpenText | Data Protector | 24.4 | Agent-based | Partner |  |
@@ -114,8 +107,8 @@ Table 3. Independent Software Vendor (ISV) Support
 | Splunk | Splunk Enterprise SmartStore | 9.4.3 | Distributed clustered deployment, single site | HPE |  |
 | Thales Group | CipherTrust Manager | 2.22.0 and 2.11.1 |  | Partner | [Deployment Guide](https://docs-cybersec.thalesgroup.com/bundle/latest-cdsp-cm/page/get_started/deployment/virtual-deployment/private-cloud-deployment/index.html#hpe-vm-essentials-deployment) |
 | Vali Cyber | ZeroLock | 3.9.8 |  |  |  |
-| Veeam4 | Veeam Backup & Replication | 13.0.1 | Image-based with Changed Block Tracking (CBT) | Partner | - [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/increase-virtualization-efficiency-and-data-protection/ba-p/7262542) - [Blog](https://urldefense.com/v3/__https:/www.veeam.com/blog/veeam-agentless-backup-hpe-morpheus-vm-essentials.html__;!!NpxR!jkrbZXsRMKMZ7lPimKHlkym6liEIAxhAVF0erZc-r0YIQJG_mpDH8gwHuSrw8SF0hOsP-uAS_FKFJWhgvdzOtT9TZg$) - [Video](https://www.hpe.com/h22228/video-gallery/us/en/v100010406/video/) |
+| Veeam4 | Veeam Backup & Replication | 13.0.1 | Image-based with Changed Block Tracking (CBT) | Partner | [Blog](https://community.hpe.com/t5/the-cloud-experience-everywhere/increase-virtualization-efficiency-and-data-protection/ba-p/7262542), [Blog](https://urldefense.com/v3/__https:/www.veeam.com/blog/veeam-agentless-backup-hpe-morpheus-vm-essentials.html__;!!NpxR!jkrbZXsRMKMZ7lPimKHlkym6liEIAxhAVF0erZc-r0YIQJG_mpDH8gwHuSrw8SF0hOsP-uAS_FKFJWhgvdzOtT9TZg$), [Video](https://www.hpe.com/h22228/video-gallery/us/en/v100010406/video/) |
-| Veeam4 | Backup and Replication | 12.3 | Agent‐based | Partner | - [Technical Brief](https://www.hpe.com/psnow/doc/a50012338enw) - [Blog-part 1](https://community.veeam.com/blogs-and-podcasts-57/navigating-hpe-vm-essentials-part-1-what-is-it-and-how-to-protect-it-with-veeam-9610) - [Blog-part 2](https://community.veeam.com/blogs-and-podcasts-57/navigating-hpe-vm-essentials-part-2-exploring-backup-strategies-9611) - [Blog-part 3](https://community.veeam.com/blogs-and-podcasts-57/hpe-vme-and-veeam-backup-replication-9863) - [Video](https://psnow.ext.hpe.com/asset?id=7f67fb9a-7e53-4eee-ac47-3f7f89828ca3&preview=true) |
+| Veeam4 | Backup and Replication | 12.3 | Agent‐based | Partner | [Technical Brief](https://www.hpe.com/psnow/doc/a50012338enw), Blog ([part 1](https://community.veeam.com/blogs-and-podcasts-57/navigating-hpe-vm-essentials-part-1-what-is-it-and-how-to-protect-it-with-veeam-9610), [part 2](https://community.veeam.com/blogs-and-podcasts-57/navigating-hpe-vm-essentials-part-2-exploring-backup-strategies-9611), [part 3](https://community.veeam.com/blogs-and-podcasts-57/hpe-vme-and-veeam-backup-replication-9863)), [Video](https://psnow.ext.hpe.com/asset?id=7f67fb9a-7e53-4eee-ac47-3f7f89828ca3&preview=true) |
 | Virtual Cable | UDS Enterprise | 4.0 and above |  |  |  |
 1 Applications have been validated within the bounds of the supported HPE Morpheus Software functionality. Always check the HPE Morpheus Software feature list to determine whether specific functionality is supported by the HVM hypervisor (ex. shared disk access).
@@ -128,7 +121,7 @@ Table 3. Independent Software Vendor (ISV) Support
 Most modern applications like databases were designed with very “loose” dependance on hardware infrastructure. They can typically run on a variety of hypervisors including virtual machines and containers. The respective ISV vendor typically only specifies the supported underlying operating system (Guest OS) but does not require certification of any hypervisor. However, there can be specific features that a customer deployment of these applications requires at a hypervisor or infrastructure level. For example, a Microsoft SQL Server Failover cluster instance requires a shared disk between multiple SQL Server VMs. Oracle, similarly, requires shared disks for an Oracle Real Application Cluster (RAC) setup. Therefore, it needs to be always validated whether the specific deployment requires certain features and whether these are supported by VM Essentials in its latest release.
-Select ISV applications require “full stack” certifications including OS, hypervisor, compute and storage devices, or even the specific storage connectivity protocol. SAP HANA and related SAP applications are a typical example; so are some Healthcare Electronic Health Record (EDR) applications. If you or your customer plans on running one of these applications, contact your HPE account team.
+Select ISV applications require “full stack” certifications including OS, hypervisor, compute and storage devices, or even the specific storage connectivity protocol. SAP HANA and related SAP applications are a typical example; so are some Healthcare Electronic Health Record (EDR) applications. If you or your customer plans on running one of these applications, please reach out to your HPE account team.
 Table 4. Hypervisor OS Compatibility and Interoperability Matrix
@@ -1,141 +0,0 @@
 <!--
 Baseline refresh — 2026-06-10.
 First eval after the embed pool grew from 2 ripper Ollamas to 4 endpoints
 (+ .0.125 RTX 4090, + .0.126) and rag/embeddings.py gained endpoint
 rotation/split resilience (PR #8, port of zerto-docs PR #45). Run against
 the chroma/bm25 indexes extracted from the prod image built by today's
 image-only run (post-merge rebuild on the 4-endpoint pool); query embeds
 via host Ollama :11434, reranker = the prod jina-rerank instance.
 vs the 2026-05-22 baseline.md: bm25+rerank MRR 0.920→0.959,
 hybrid_rrf+rerank 0.875→0.960 — no regression from the mixed-provenance
 embeddings (zerto-docs ran a same-corpus ripper-only control to verify
 this property of the shared pool; see zerto eval/results/control-20260610.md).
 -->
 # Retrieval eval — k=5
 _22 hand-curated queries, generated 2026-06-10 20:36:50_
 | Retriever | MRR | Recall@5 | nDCG@5 | avg latency |
 | --- | ---: | ---: | ---: | ---: |
 | `dense` | 0.924 | 0.894 | 0.892 | 181ms |
 | `bm25` | 0.880 | 0.909 | 0.883 | 5ms |
 | `hybrid_rrf` | 0.888 | 0.894 | 0.876 | 112ms |
 | `bm25+rerank` | 0.959 | 0.955 | 0.955 | 152ms |
 | `hybrid_rrf+rerank` | 0.960 | 0.939 | 0.944 | 255ms |
 ## Per-query results
 | Retriever | Query | MRR | top-1 |
 | --- | --- | ---: | --- |
 | `dense` | VME Manager sizing recommendations small medium large | 1.000 | `hvm_deployment_guide/GUID-0F55384D-5632-4CDC-...` |
 | `dense` | create an instance backup | 1.000 | `hvm_user_manual_8_1_1/GUID-9DA38943-BF95-446D-...` |
 | `dense` | what are the host hardware requirements | 1.000 | `hvm_deployment_guide/GUID-BE7493B3-B866-4269-...` |
 | `dense` | Japanese keyboard layout in console sessions | 0.000 | `hvm_user_manual_8_1_0/GUID-BCD3CA0B-5C7E-46CB-...` |
 | `dense` | elevate to Morpheus Enterprise | 1.000 | `hvm_user_manual_8_1_0/GUID-ECCA4FDD-37C8-45CE-...` |
 | `dense` | create an HVM cluster | 1.000 | `hvm_deployment_guide/GUID-99397996-8315-49C1-...` |
 | `dense` | back up and restore the VM Essentials manager | 1.000 | `hvm_user_manual_8_1_2/GUID-2686BF33-E793-4BF9-...` |
 | `dense` | configure storage buckets | 0.333 | `hvm_user_manual_8_1_0/GUID-35B83D2C-52C6-4240-...` |
 | `dense` | disable two-factor authentication | 1.000 | `hvm_user_manual_8_1_0/GUID-0CBD386D-DED9-474D-...` |
 | `dense` | upgrading the manager | 1.000 | `hvm_deployment_guide/GUID-4EDB4324-2C3B-435F-...` |
 | `dense` | supported storage protocols | 1.000 | `hvm_deployment_guide/GUID-6EBCB223-4C48-456F-...` |
 | `dense` | network bonding configuration | 1.000 | `hvm_deployment_guide/GUID-6F1B4C62-CCE2-4AE5-...` |
 | `dense` | what TCP ports does HVM need open | 1.000 | `hvm_deployment_guide/GUID-97DDED8D-EE6B-4819-...` |
 | `dense` | install HVM OS on a host server | 1.000 | `hvm_deployment_guide/GUID-28F18596-4902-4CD1-...` |
 | `dense` | configure Linux images for HVM clusters | 1.000 | `hvm_deployment_guide/GUID-8D494112-C361-4300-...` |
 | `dense` | create a user account | 1.000 | `hvm_user_manual_8_1_1/GUID-21972435-BFD0-481F-...` |
 | `dense` | Openstack Swift bucket | 1.000 | `hvm_user_manual_8_1_2/GUID-0D60567D-2DD3-4D8B-...` |
 | `dense` | API reference for VM Essentials | 1.000 | `hvm_deployment_guide/GUID-88494051-74D1-4BD9-...` |
 | `dense` | Worker version compatibility 8.1.2 | 1.000 | `hvm_release_notes_8_1_2/sd00007734en_us...` |
 | `dense` | recommended converged networking setup scenario | 1.000 | `hvm_deployment_guide/GUID-2DD9D39D-9031-4BB5-...` |
 | `dense` | qualification matrix supported hardware | 1.000 | `hvm_deployment_guide/GUID-E3635F0A-11DA-4078-...` |
 | `dense` | configure the VM Essentials manager initial setup | 1.000 | `hvm_deployment_guide/GUID-456E190C-E912-4079-...` |
 | `bm25` | VME Manager sizing recommendations small medium large | 1.000 | `hvm_deployment_guide/GUID-0F55384D-5632-4CDC-...` |
 | `bm25` | create an instance backup | 1.000 | `hvm_user_manual_8_1_0/GUID-9DA38943-BF95-446D-...` |
 | `bm25` | what are the host hardware requirements | 1.000 | `hvm_deployment_guide/GUID-BE7493B3-B866-4269-...` |
 | `bm25` | Japanese keyboard layout in console sessions | 0.250 | `hvm_user_manual_8_1_0/GUID-BCD3CA0B-5C7E-46CB-...` |
 | `bm25` | elevate to Morpheus Enterprise | 1.000 | `hvm_user_manual_8_1_0/GUID-ECCA4FDD-37C8-45CE-...` |
 | `bm25` | create an HVM cluster | 1.000 | `hvm_deployment_guide/GUID-99397996-8315-49C1-...` |
 | `bm25` | back up and restore the VM Essentials manager | 1.000 | `hvm_user_manual_8_1_0/GUID-2686BF33-E793-4BF9-...` |
 | `bm25` | configure storage buckets | 0.100 | `hvm_user_manual_8_1_0/GUID-6B35AE72-3D19-447A-...` |
 | `bm25` | disable two-factor authentication | 1.000 | `hvm_user_manual_8_1_0/GUID-0CBD386D-DED9-474D-...` |
 | `bm25` | upgrading the manager | 1.000 | `hvm_deployment_guide/GUID-4EDB4324-2C3B-435F-...` |
 | `bm25` | supported storage protocols | 1.000 | `hvm_deployment_guide/GUID-6EBCB223-4C48-456F-...` |
 | `bm25` | network bonding configuration | 1.000 | `hvm_deployment_guide/GUID-6F1B4C62-CCE2-4AE5-...` |
 | `bm25` | what TCP ports does HVM need open | 1.000 | `hvm_deployment_guide/GUID-97DDED8D-EE6B-4819-...` |
 | `bm25` | install HVM OS on a host server | 1.000 | `hvm_deployment_guide/GUID-28F18596-4902-4CD1-...` |
 | `bm25` | configure Linux images for HVM clusters | 1.000 | `hvm_deployment_guide/GUID-8D494112-C361-4300-...` |
 | `bm25` | create a user account | 0.000 | `hvm_user_manual_8_1_0/GUID-83AC77E8-48AE-420C-...` |
 | `bm25` | Openstack Swift bucket | 1.000 | `hvm_user_manual_8_1_0/GUID-0D60567D-2DD3-4D8B-...` |
 | `bm25` | API reference for VM Essentials | 1.000 | `hvm_deployment_guide/GUID-88494051-74D1-4BD9-...` |
 | `bm25` | Worker version compatibility 8.1.2 | 1.000 | `hvm_release_notes_8_1_2/sd00007734en_us...` |
 | `bm25` | recommended converged networking setup scenario | 1.000 | `hvm_deployment_guide/GUID-2DD9D39D-9031-4BB5-...` |
 | `bm25` | qualification matrix supported hardware | 1.000 | `hvm_deployment_guide/GUID-E3635F0A-11DA-4078-...` |
 | `bm25` | configure the VM Essentials manager initial setup | 1.000 | `hvm_deployment_guide/GUID-456E190C-E912-4079-...` |
 | `hybrid_rrf` | VME Manager sizing recommendations small medium large | 1.000 | `hvm_deployment_guide/GUID-0F55384D-5632-4CDC-...` |
 | `hybrid_rrf` | create an instance backup | 1.000 | `hvm_user_manual_8_1_1/GUID-9DA38943-BF95-446D-...` |
 | `hybrid_rrf` | what are the host hardware requirements | 1.000 | `hvm_deployment_guide/GUID-BE7493B3-B866-4269-...` |
 | `hybrid_rrf` | Japanese keyboard layout in console sessions | 0.000 | `hvm_user_manual_8_1_0/GUID-BCD3CA0B-5C7E-46CB-...` |
 | `hybrid_rrf` | elevate to Morpheus Enterprise | 1.000 | `hvm_user_manual_8_1_0/GUID-ECCA4FDD-37C8-45CE-...` |
 | `hybrid_rrf` | create an HVM cluster | 1.000 | `hvm_deployment_guide/GUID-99397996-8315-49C1-...` |
 | `hybrid_rrf` | back up and restore the VM Essentials manager | 1.000 | `hvm_user_manual_8_1_2/GUID-2686BF33-E793-4BF9-...` |
 | `hybrid_rrf` | configure storage buckets | 0.333 | `hvm_user_manual_8_1_0/GUID-35B83D2C-52C6-4240-...` |
 | `hybrid_rrf` | disable two-factor authentication | 1.000 | `hvm_user_manual_8_1_0/GUID-0CBD386D-DED9-474D-...` |
 | `hybrid_rrf` | upgrading the manager | 1.000 | `hvm_deployment_guide/GUID-4EDB4324-2C3B-435F-...` |
 | `hybrid_rrf` | supported storage protocols | 1.000 | `hvm_deployment_guide/GUID-6EBCB223-4C48-456F-...` |
 | `hybrid_rrf` | network bonding configuration | 1.000 | `hvm_deployment_guide/GUID-6F1B4C62-CCE2-4AE5-...` |
 | `hybrid_rrf` | what TCP ports does HVM need open | 1.000 | `hvm_deployment_guide/GUID-97DDED8D-EE6B-4819-...` |
 | `hybrid_rrf` | install HVM OS on a host server | 1.000 | `hvm_deployment_guide/GUID-28F18596-4902-4CD1-...` |
 | `hybrid_rrf` | configure Linux images for HVM clusters | 1.000 | `hvm_deployment_guide/GUID-8D494112-C361-4300-...` |
 | `hybrid_rrf` | create a user account | 0.200 | `hvm_user_manual_8_1_2/GUID-83AC77E8-48AE-420C-...` |
 | `hybrid_rrf` | Openstack Swift bucket | 1.000 | `hvm_user_manual_8_1_0/GUID-0D60567D-2DD3-4D8B-...` |
 | `hybrid_rrf` | API reference for VM Essentials | 1.000 | `hvm_deployment_guide/GUID-88494051-74D1-4BD9-...` |
 | `hybrid_rrf` | Worker version compatibility 8.1.2 | 1.000 | `hvm_release_notes_8_1_2/sd00007734en_us...` |
 | `hybrid_rrf` | recommended converged networking setup scenario | 1.000 | `hvm_deployment_guide/GUID-2DD9D39D-9031-4BB5-...` |
 | `hybrid_rrf` | qualification matrix supported hardware | 1.000 | `hvm_deployment_guide/GUID-E3635F0A-11DA-4078-...` |
 | `hybrid_rrf` | configure the VM Essentials manager initial setup | 1.000 | `hvm_deployment_guide/GUID-456E190C-E912-4079-...` |
 | `bm25+rerank` | VME Manager sizing recommendations small medium large | 1.000 | `hvm_deployment_guide/GUID-0F55384D-5632-4CDC-...` |
 | `bm25+rerank` | create an instance backup | 1.000 | `hvm_user_manual_8_1_1/GUID-9DA38943-BF95-446D-...` |
 | `bm25+rerank` | what are the host hardware requirements | 1.000 | `hvm_deployment_guide/GUID-BE7493B3-B866-4269-...` |
 | `bm25+rerank` | Japanese keyboard layout in console sessions | 0.100 | `hvm_user_manual_8_1_0/GUID-BCD3CA0B-5C7E-46CB-...` |
 | `bm25+rerank` | elevate to Morpheus Enterprise | 1.000 | `hvm_user_manual_8_1_2/GUID-ECCA4FDD-37C8-45CE-...` |
 | `bm25+rerank` | create an HVM cluster | 1.000 | `hvm_deployment_guide/GUID-99397996-8315-49C1-...` |
 | `bm25+rerank` | back up and restore the VM Essentials manager | 1.000 | `hvm_user_manual_8_1_1/GUID-2686BF33-E793-4BF9-...` |
 | `bm25+rerank` | configure storage buckets | 1.000 | `hvm_user_manual_8_1_2/GUID-30F59A1F-0573-4D88-...` |
 | `bm25+rerank` | disable two-factor authentication | 1.000 | `hvm_user_manual_8_1_2/GUID-0CBD386D-DED9-474D-...` |
 | `bm25+rerank` | upgrading the manager | 1.000 | `hvm_deployment_guide/GUID-4EDB4324-2C3B-435F-...` |
 | `bm25+rerank` | supported storage protocols | 1.000 | `hvm_deployment_guide/GUID-6EBCB223-4C48-456F-...` |
 | `bm25+rerank` | network bonding configuration | 1.000 | `hvm_deployment_guide/GUID-6F1B4C62-CCE2-4AE5-...` |
 | `bm25+rerank` | what TCP ports does HVM need open | 1.000 | `hvm_deployment_guide/GUID-97DDED8D-EE6B-4819-...` |
 | `bm25+rerank` | install HVM OS on a host server | 1.000 | `hvm_deployment_guide/GUID-28F18596-4902-4CD1-...` |
 | `bm25+rerank` | configure Linux images for HVM clusters | 1.000 | `hvm_deployment_guide/GUID-8D494112-C361-4300-...` |
 | `bm25+rerank` | create a user account | 1.000 | `hvm_user_manual_8_1_2/GUID-21972435-BFD0-481F-...` |
 | `bm25+rerank` | Openstack Swift bucket | 1.000 | `hvm_user_manual_8_1_0/GUID-0D60567D-2DD3-4D8B-...` |
 | `bm25+rerank` | API reference for VM Essentials | 1.000 | `hvm_deployment_guide/GUID-88494051-74D1-4BD9-...` |
 | `bm25+rerank` | Worker version compatibility 8.1.2 | 1.000 | `hvm_release_notes_8_1_2/sd00007734en_us...` |
 | `bm25+rerank` | recommended converged networking setup scenario | 1.000 | `hvm_deployment_guide/GUID-2DD9D39D-9031-4BB5-...` |
 | `bm25+rerank` | qualification matrix supported hardware | 1.000 | `hvm_deployment_guide/GUID-E3635F0A-11DA-4078-...` |
 | `bm25+rerank` | configure the VM Essentials manager initial setup | 1.000 | `hvm_deployment_guide/GUID-456E190C-E912-4079-...` |
 | `hybrid_rrf+rerank` | VME Manager sizing recommendations small medium large | 1.000 | `hvm_deployment_guide/GUID-0F55384D-5632-4CDC-...` |
 | `hybrid_rrf+rerank` | create an instance backup | 1.000 | `hvm_user_manual_8_1_0/GUID-9DA38943-BF95-446D-...` |
 | `hybrid_rrf+rerank` | what are the host hardware requirements | 1.000 | `hvm_deployment_guide/GUID-BE7493B3-B866-4269-...` |
 | `hybrid_rrf+rerank` | Japanese keyboard layout in console sessions | 0.125 | `hvm_user_manual_8_1_2/GUID-BCD3CA0B-5C7E-46CB-...` |
 | `hybrid_rrf+rerank` | elevate to Morpheus Enterprise | 1.000 | `hvm_user_manual_8_1_2/GUID-ECCA4FDD-37C8-45CE-...` |
 | `hybrid_rrf+rerank` | create an HVM cluster | 1.000 | `hvm_deployment_guide/GUID-99397996-8315-49C1-...` |
 | `hybrid_rrf+rerank` | back up and restore the VM Essentials manager | 1.000 | `hvm_user_manual_8_1_2/GUID-2686BF33-E793-4BF9-...` |
 | `hybrid_rrf+rerank` | configure storage buckets | 1.000 | `hvm_user_manual_8_1_1/GUID-30F59A1F-0573-4D88-...` |
 | `hybrid_rrf+rerank` | disable two-factor authentication | 1.000 | `hvm_user_manual_8_1_1/GUID-0CBD386D-DED9-474D-...` |
 | `hybrid_rrf+rerank` | upgrading the manager | 1.000 | `hvm_deployment_guide/GUID-4EDB4324-2C3B-435F-...` |
 | `hybrid_rrf+rerank` | supported storage protocols | 1.000 | `hvm_deployment_guide/GUID-6EBCB223-4C48-456F-...` |
 | `hybrid_rrf+rerank` | network bonding configuration | 1.000 | `hvm_deployment_guide/GUID-6F1B4C62-CCE2-4AE5-...` |
 | `hybrid_rrf+rerank` | what TCP ports does HVM need open | 1.000 | `hvm_deployment_guide/GUID-97DDED8D-EE6B-4819-...` |
 | `hybrid_rrf+rerank` | install HVM OS on a host server | 1.000 | `hvm_deployment_guide/GUID-28F18596-4902-4CD1-...` |
 | `hybrid_rrf+rerank` | configure Linux images for HVM clusters | 1.000 | `hvm_deployment_guide/GUID-8D494112-C361-4300-...` |
 | `hybrid_rrf+rerank` | create a user account | 1.000 | `hvm_user_manual_8_1_1/GUID-21972435-BFD0-481F-...` |
 | `hybrid_rrf+rerank` | Openstack Swift bucket | 1.000 | `hvm_user_manual_8_1_1/GUID-0D60567D-2DD3-4D8B-...` |
 | `hybrid_rrf+rerank` | API reference for VM Essentials | 1.000 | `hvm_deployment_guide/GUID-88494051-74D1-4BD9-...` |
 | `hybrid_rrf+rerank` | Worker version compatibility 8.1.2 | 1.000 | `hvm_release_notes_8_1_2/sd00007734en_us...` |
 | `hybrid_rrf+rerank` | recommended converged networking setup scenario | 1.000 | `hvm_deployment_guide/GUID-2DD9D39D-9031-4BB5-...` |
 | `hybrid_rrf+rerank` | qualification matrix supported hardware | 1.000 | `hvm_deployment_guide/GUID-E3635F0A-11DA-4078-...` |
 | `hybrid_rrf+rerank` | configure the VM Essentials manager initial setup | 1.000 | `hvm_deployment_guide/GUID-456E190C-E912-4079-...` |