NewSAP Business Technology Platform, also named SAP Business AI Platform
In the last 30 days
36 changes
Sat 24
SAP-samples/hana-cli-claude-pluginadded to the atlasClaude Code plugin registering hana-cli's MCP serverAgent access to your systems
Sun 18
CAP in the age of AI #6 - vector embeddingspublishedVector embeddings put to work in the incident managementcapire/incidents-appThe Incident Management reference application — the one SAP's own tutorial paths build, step by step, and the model cds add incidents-sample drops into a project.sap official, cap sample, answering whether this problem has been seen before. An
embedding element of type Vector is calculated and stored from the vector_embedding function, so the database refreshes it whenever the text behind it changes, and cosine_similarity compares it with a freshly embedded string; because a title says little, a scheduled action first summarises each incident's conversation through a model on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp and the embedding is taken from that summary. The similar-incidents list is a view joining incidents to themselves, with order and limit set in a before handler on the expanded query, and the vector element excluded from the service, since OData knows nothing about vectors — on SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp the function is native, while SQLite needs packages added to the project.LLM integrationCAP in the age of AI #7 - vector embeddings wrap-uppublishedThe same embeddings model taken from SQLite to SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp, then handed to an agent. Locally it is @cap-js/ai@cap-js/aiOut-of-the-box value-help recommendations powered by SAP RPT-1, SAP AI Core as a standard CAP service, and an experimental local embedding model behind SQLite's vector functions.sap official, cap that adds the vector functions SQLite lacks and downloads an all-MiniLM L6v2 ONNX model on first start; on HANA natural language processing has to be switched on, the model name is a mandatory argument, the vectors it returns are 768 dimensions, and dimensions must match on both sides of a comparison. HANA itself can be given SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp as a remote source for other embedding models, which a
CDS.ql expression has to inject because the postfix notation only takes what the CDS model holds, and the hour ends with a search function over cosine similarity exposed over @cap-js/mcp@cap-js/mcpA CAP plugin that serves an @mcp-annotated service over MCP with three generated tools, describe, query and call_action, and writes its endpoint into the local agent's configuration in development.sap official, cap, so an agent asked about low output from solar panels calls semantic search instead of writing the query itself.LLM integrationSAP Developers MCPadded to the atlasHosted MCP server of developers.sap.com tutorials and missionsAgent guidance
SAP Developers MCPentry revisedNEIGHBOURS §5.1 named the hosted MCP as a companion to index as an artifact, and the graph had no entry for it. ecosystem: umbrella because its content covers SAP technologies across stacks (llms.txt names ABAP Cloud, CAP, Fiori, HANA Cloud and integration) and no single door holds it. No read_only: the anonymous mounts are read-only, but the signed-in tier writes progress (complete_step). No tool_count: the quickstart and the API page list different tools per mount. The site also serves a GraphQL API, not recorded as an interface here for want of a page read. /mcp/homepage is left out of the description: the quickstart lists it as anonymous and the API page as signed-in.Agent guidance
Sat 17
SAP-samples/digital-manufacturing-extension-samplesadded to the atlasSamples for the six extension types of SAP Digital Manufacturing
Access to Generative AI Modelsexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).LLM integration
AI-native North Star architecture — Platform Layerexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Building an LLM Agent in CAP Java with Spring AIexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
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Building an LLM Agent using CAPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Document Groundingexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Retrieval-augmented generation
Generative AI on SAP BTPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).LLM integration
Integrating and Extending Jouleexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent tooling
SAP Document AIexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Document extraction
Thu 15
Joule Studioadded to the atlasSAP's managed environment for building custom agents and workflowsAgent tooling
Joule Workadded to the atlasSAP's workspace for conversations, Spaces and directing agentsAgent workspaces
@sap/joule-studio-clidescription, provides, links revisedCurrent npm README for 2.0.4, published 2026-10-07, says "Installing
@sap/joule-studio-cli gives you two commands:" and lists joule and jl. SAP Help now installs this package for the new Studio workflow. The historical alpha package stays separately indexed; no unverified rename or lineage relationship is inferred.Agent toolingaicore-skillsprovides revisedcapability:agent-guidance declared the installs_into property on the BTP door, and the README's Installation section names the harnesses in one sentence. The entry's own description already carried the same four; the value puts it where the door's options can be compared on it. Two sentences from the lifecycle skill were read on the same day and added as sources for the edge, since they state how an operation is run and what a mutating script requires.Agent guidance
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Joule Studioecosystem, artifact type, links revisedThe browser builder and managed runtime do not establish a separately subscribed and bound BTP service. Keep CAP and BTP as served views: the product overview names CAP development, and the current SAP Help tutorial requires "An SAP S/4HANA system configured with an SAP BTP destination." The architecture chapter is titled "Building AI Agents with SAP Joule Studio on SAP BTP" while distinguishing the SAP-managed runtime from Bring Your Own Agent in a customer subaccount. The CLI link is backed by the current npm README, which now ships both joule and jl; its atlas record is revised in the same batch. The positive basis for web-tool is SAP’s description of a visual browser-based builder with no local setup. It identifies the hosted development interface, including provisioned access; it does not classify the runtime as an unbound or customer-hosted service.Agent tooling
Joule Workecosystem, artifact type, ecosystem revisedThe three-record acceptance on 2026-10-15 established the workspace as a separate part of SAP Joule. Retain that family split: SAP Joule records the BTP formation and identity integration, while Work records the user-facing experience across systems. RA0029 says "The experience is available across web, desktop and mobile"; there is no separate BTP subscription or binding documented for Work. Its BTP served view describes interaction with customer-managed agents connected to Joule, not a BTP runtime or core-coverage claim.Agent workspaces
SAP-samples/html5-applications-migration-skills-for-sap-btpprovides, description revisedThe entry said the plugin needs no network access, which the README states, and said nothing about the four command lines the same README requires before anything is built or deployed. A reader who stopped at the first half would take the migration for the whole job. The cleanup skill's own sentence, which undeploys from Cloud Foundry, is added as a source on the edge beside it, because the two statements sit in one README and both are true of different steps.Agent guidance
SAP-samples/joule-a2a-agent-toolkitprovides, description revisedThe entry said the skills generate commands, which the README states of btp-cli, cf-cli and joule-cli, and said nothing about
/sap-a2a-agent-toolkit:deploy-agent, which the Quick Start uses to deploy the scaffolded agent. The distinction decides whether anything here reaches an account, so it is now on the entry, and the README's own cf login and joule login step is named in the warning where the account conditions already were.Agent guidanceSAP/automation-pilot-agent-skillsprovides, description revisedThe README read on 2026-10-15 lists
curl and jq in the same prerequisites table as Claude Code, for the API calls and the JSON parsing, and the entry named neither. The two API sentences read the same day are added as sources on the edge, since what the skills do through the Content Management and Executions APIs was described in the entry without a quote behind it.Agent guidanceSAP/leanix-ai-pluginsprovides, requires revisedThe edge rested on one phrase, "designed to work with the LeanIX MCP Server", which says the skills are written for it but not that a reader has to do anything. The sentence read on 2026-10-15 states the connection and the sign-in flow, which is what makes the requirement concrete.Agent guidance
Fri 9
AI-native North Star architecture — Platform Layerparts revisedFilled from SAP's own pages at the maintainer's request (docs/concepts/product-doors.md was the occasion; the AI-native door reads these designs). Every part names what the graph holds; what it lacks is listed as candidates in the curation note.Agent tooling
aicore-skillsdescription revisedThe SAP AI Skills Library registry snapshot of 2026-10-09 lists a fourth skill under plugins/aicore-skills, genai-hub-tabular-orchestration, and plugin.json names four skill directories where the entry of 2026-09-25 described three. Read from that skill's own SKILL.md and plugin.json: the Context Registry layers, the sap-rpt tabular prediction models and the BTP command line it wants for HDL access are added, and the sentence about the DO NOT USE FOR clauses is corrected, because the new skill sends what it declines to genai-hub-orchestration, which plugin.json does not list.Agent guidance
Generative AI on SAP BTPparts, roles, paths revisedThe readme names the place for plugins and SDKs by example and leaves it open, and the RAG page names SAP's standardized services or a custom-built approach as the choice (docs/concepts/design-roles-and-interfaces.md §3). The three scenario pages are overlapping flows over the same parts, so they are not ways; the two runtimes are.LLM integration
Integrating and Extending Jouleparts revisedFilled from SAP's own readmes at the maintainer's request; the AI-native door reads these designs. Every part names what the graph holds; what it lacks is listed as candidates in the curation note.Agent tooling
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MCP Server for SAP BTP Administrationprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
SAP LeanIX MCP Serverprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
sap-tutorials-contententry revisedA repository the SAP AI Skills Library collection cache carries as processedBy baseline-2026-09-18 and that was never drafted into the atlas, so the changed registry record of 2026-10-09 is the first occasion to enter it; first_seen keeps the baseline date and no revises flag applies, since there is no published entry to revise. One of the three skills the repository registers: the other two name no SAP stack and stay out. Written from the skill's own SKILL.md and GitHub's record for the repository and the sap-tutorials organisation, which GitHub marks verified with the email sapdocs@sap.com and the tutorial navigator as its site. Hard rule 7: skills are indexed, never authored here.Agent guidance
Tue 29
sap-fiori-iosadded to the atlasAgent skill mapping Fiori iOS UI Kit nodes in Figma to SwiftUIAgent guidance
sap-fiori-iosentry revisedRead out of the SAP AI Skills Library repository, which the atlas holds as source:sap-ai-skills-library rather than as an artifact because the registry keeps other people's code in their own repositories. This skill is SAP's own code in that repository, so it is entered from its SKILL.md, README and references directory, as plugins/aicore-skills was on 2026-09-25. The BTP door is where the atlas answers native iOS work (capability:mobile-apps names the SAP BTP SDK for iOS), and capability:agent-guidance exists on that door. Hard rule 7: skills are indexed, never authored here.Agent guidance
Sun 27
MCP Server for SAP BTP Administrationprovides revisedSAP's page says the server manages the BTP account structure, which is what account provisioning is; the only edge was to the MCP-server capability, so the account-provisioning page did not list it.Agent access to your systems
SAP Document AIinterfaces revisedAn interface may be named and stays a field (docs/concepts/design-roles-and-interfaces.md §3.2, P7): the hub's catalogue states the two APIs' titles, versions and states, and SAP's Help pages name the channels and the workspace, so a design's arrow can say which surface it lands on and a reader has the page to open. The inbound channels read mail: SAP's Help page names mail as the only channel type, so the SharePoint folders the reference architecture mentions are its claim and not the maker's. No status is entered: the hub's state is a crawled claim reported beside the interface.Document extraction
SAP Document AIparts, areas, edges, roles, edges[client to docai] revisedThe ingestion page links the upload operation of document_information_extraction_api_v2 as the API-based integration, and the service now names that surface (docs/concepts/design-roles-and-interfaces.md §3.2, P7), so the arrow says which API it lands on and wears its protocol.Document extraction