Round 621-630: Vector DBs, embeddings, knowledge graphs, ontology, semantic web, linked data, property graphs, graph analytics, hypergraphs, category theory (200 commands)

ober

98ccf8b6135d64de4e9669c7585b467baa6857bc

diff --git a/docs/jemacs-vs-emacs.md b/docs/jemacs-vs-emacs.md
index 092f5b6..c0b7741 100644
--- a/docs/jemacs-vs-emacs.md
+++ b/docs/jemacs-vs-emacs.md
@@ -4808,6 +4808,156 @@ No remaining Tier 1 gaps. All core editing, completion, and navigation features 
 | `cosmwasm-schema` | :orange_circle: Scaffolded | CosmWasm: schema |
 | `cosmwasm-optimize` | :orange_circle: Scaffolded | CosmWasm: optimize |
 
+### Round 621 — Vector Databases
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `vecdb-insert` | :orange_circle: Scaffold | Insert vector |
+| `vecdb-search` | :orange_circle: Scaffold | Similarity search |
+| `vecdb-upsert` | :orange_circle: Scaffold | Upsert |
+| `vecdb-delete` | :orange_circle: Scaffold | Delete |
+| `vecdb-index` | :orange_circle: Scaffold | Build index |
+| `vecdb-quantize` | :orange_circle: Scaffold | Quantize |
+| `vecdb-cluster` | :orange_circle: Scaffold | Cluster |
+| `vecdb-filter` | :orange_circle: Scaffold | Metadata filter |
+| `vecdb-batch` | :orange_circle: Scaffold | Batch insert |
+| `vecdb-metadata` | :orange_circle: Scaffold | Metadata |
+
+### Round 622 — Embedding Models
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `embedding-encode` | :orange_circle: Scaffold | Encode text |
+| `embedding-batch` | :orange_circle: Scaffold | Batch encode |
+| `embedding-cosine` | :orange_circle: Scaffold | Cosine similarity |
+| `embedding-dot` | :orange_circle: Scaffold | Dot product |
+| `embedding-normalize` | :orange_circle: Scaffold | Normalize |
+| `embedding-reduce` | :orange_circle: Scaffold | Dimensionality reduce |
+| `embedding-cluster` | :orange_circle: Scaffold | Cluster |
+| `embedding-visualize` | :orange_circle: Scaffold | Visualize |
+| `embedding-cache` | :orange_circle: Scaffold | Cache |
+| `embedding-finetune` | :orange_circle: Scaffold | Fine-tune |
+
+### Round 623 — Knowledge Graphs
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `kg-add-triple` | :orange_circle: Scaffold | Add triple |
+| `kg-query` | :orange_circle: Scaffold | Query |
+| `kg-infer` | :orange_circle: Scaffold | Infer |
+| `kg-embed` | :orange_circle: Scaffold | Embed |
+| `kg-link-predict` | :orange_circle: Scaffold | Link prediction |
+| `kg-path` | :orange_circle: Scaffold | Find path |
+| `kg-subgraph` | :orange_circle: Scaffold | Extract subgraph |
+| `kg-merge` | :orange_circle: Scaffold | Merge graphs |
+| `kg-validate` | :orange_circle: Scaffold | Validate |
+| `kg-export` | :orange_circle: Scaffold | Export |
+
+### Round 624 — Ontology
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `ontology-class` | :orange_circle: Scaffold | Define class |
+| `ontology-property` | :orange_circle: Scaffold | Define property |
+| `ontology-individual` | :orange_circle: Scaffold | Add individual |
+| `ontology-restriction` | :orange_circle: Scaffold | Restriction |
+| `ontology-inherit` | :orange_circle: Scaffold | Inheritance |
+| `ontology-reason` | :orange_circle: Scaffold | Reason |
+| `ontology-validate` | :orange_circle: Scaffold | Validate |
+| `ontology-align` | :orange_circle: Scaffold | Align |
+| `ontology-merge` | :orange_circle: Scaffold | Merge |
+| `ontology-visualize` | :orange_circle: Scaffold | Visualize |
+
+### Round 625 — Semantic Web (RDF, SPARQL)
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `rdf-parse` | :orange_circle: Scaffold | Parse RDF |
+| `rdf-serialize` | :orange_circle: Scaffold | Serialize |
+| `rdf-validate` | :orange_circle: Scaffold | Validate |
+| `rdf-merge` | :orange_circle: Scaffold | Merge graphs |
+| `rdf-diff` | :orange_circle: Scaffold | Diff |
+| `sparql-select` | :orange_circle: Scaffold | SELECT query |
+| `sparql-update` | :orange_circle: Scaffold | UPDATE |
+| `sparql-ask` | :orange_circle: Scaffold | ASK |
+| `sparql-federate` | :orange_circle: Scaffold | Federate |
+| `sparql-filter` | :orange_circle: Scaffold | Filter |
+
+### Round 626 — Linked Data & OWL
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `linkeddata-dereference` | :orange_circle: Scaffold | Dereference URI |
+| `linkeddata-crawl` | :orange_circle: Scaffold | Crawl |
+| `linkeddata-publish` | :orange_circle: Scaffold | Publish |
+| `linkeddata-validate` | :orange_circle: Scaffold | Validate |
+| `linkeddata-enrich` | :orange_circle: Scaffold | Enrich |
+| `sparql-insert` | :orange_circle: Scaffold | INSERT |
+| `sparql-delete` | :orange_circle: Scaffold | DELETE |
+| `owl-classify` | :orange_circle: Scaffold | Classify |
+| `owl-consistency` | :orange_circle: Scaffold | Consistency |
+| `owl-entailment` | :orange_circle: Scaffold | Entailment |
+
+### Round 627 — Property Graphs
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `propgraph-node` | :orange_circle: Scaffold | Add node |
+| `propgraph-edge` | :orange_circle: Scaffold | Add edge |
+| `propgraph-traverse` | :orange_circle: Scaffold | Traverse |
+| `propgraph-pattern` | :orange_circle: Scaffold | Pattern match |
+| `propgraph-index` | :orange_circle: Scaffold | Index |
+| `propgraph-label` | :orange_circle: Scaffold | Label |
+| `propgraph-property` | :orange_circle: Scaffold | Set property |
+| `propgraph-shortest` | :orange_circle: Scaffold | Shortest path |
+| `propgraph-community` | :orange_circle: Scaffold | Community detect |
+| `propgraph-centrality` | :orange_circle: Scaffold | Centrality |
+
+### Round 628 — Graph Analytics
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `pagerank-compute` | :orange_circle: Scaffold | PageRank |
+| `pagerank-personalized` | :orange_circle: Scaffold | Personalized PR |
+| `louvain-detect` | :orange_circle: Scaffold | Louvain community |
+| `label-propagation` | :orange_circle: Scaffold | Label propagation |
+| `betweenness-centrality` | :orange_circle: Scaffold | Betweenness |
+| `closeness-centrality` | :orange_circle: Scaffold | Closeness |
+| `eigenvector-centrality` | :orange_circle: Scaffold | Eigenvector |
+| `graph-clustering` | :orange_circle: Scaffold | Clustering coeff |
+| `graph-diameter` | :orange_circle: Scaffold | Diameter |
+| `graph-connected` | :orange_circle: Scaffold | Connected components |
+
+### Round 629 — Hypergraphs
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `hypergraph-add` | :orange_circle: Scaffold | Add edge |
+| `hypergraph-query` | :orange_circle: Scaffold | Query |
+| `hypergraph-traverse` | :orange_circle: Scaffold | Traverse |
+| `hypergraph-contract` | :orange_circle: Scaffold | Contract |
+| `hypergraph-cut` | :orange_circle: Scaffold | Min cut |
+| `hypergraph-partition` | :orange_circle: Scaffold | Partition |
+| `hypergraph-dual` | :orange_circle: Scaffold | Dual |
+| `hypergraph-incidence` | :orange_circle: Scaffold | Incidence |
+| `hypergraph-color` | :orange_circle: Scaffold | Coloring |
+| `hypergraph-transversal` | :orange_circle: Scaffold | Transversal |
+
+### Round 630 — Category Theory
+
+| Feature | Status | Notes |
+|---------|--------|-------|
+| `functor-map` | :orange_circle: Scaffold | Functor map |
+| `functor-compose` | :orange_circle: Scaffold | Compose functors |
+| `monad-bind` | :orange_circle: Scaffold | Monad bind |
+| `monad-return` | :orange_circle: Scaffold | Monad return |
+| `monad-join` | :orange_circle: Scaffold | Monad join |
+| `natural-transform` | :orange_circle: Scaffold | Natural transform |
+| `adjunction-unit` | :orange_circle: Scaffold | Adjunction unit |
+| `adjunction-counit` | :orange_circle: Scaffold | Adjunction counit |
+| `yoneda-embed` | :orange_circle: Scaffold | Yoneda embedding |
+| `kan-extension` | :orange_circle: Scaffold | Kan extension |
+
 ### Round 611 — Hash Functions (SipHash, MurmurHash, xxHash)
 
 | Feature | Status | Notes |
diff --git a/src/jerboa-emacs/editor-extra-final.ss b/src/jerboa-emacs/editor-extra-final.ss
index dd9cc63..f0c833c 100644
--- a/src/jerboa-emacs/editor-extra-final.ss
+++ b/src/jerboa-emacs/editor-extra-final.ss
@@ -34494,3 +34494,59 @@
 (def (cmd-boolquery-and app) (let* ((echo (app-state-echo app))) (echo-message! echo "BoolQuery: AND")))
 (def (cmd-boolquery-or app) (let* ((echo (app-state-echo app))) (echo-message! echo "BoolQuery: OR")))
 (def (cmd-boolquery-not app) (let* ((echo (app-state-echo app))) (echo-message! echo "BoolQuery: NOT")))
+
+;; Round 622: Embedding Models (Encode, Similarity)
+(def (cmd-embedding-encode app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: encode text")))
+(def (cmd-embedding-batch app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: batch encode")))
+(def (cmd-embedding-cosine app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: cosine similarity")))
+(def (cmd-embedding-dot app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: dot product")))
+(def (cmd-embedding-normalize app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: normalize")))
+(def (cmd-embedding-reduce app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: dimensionality reduce")))
+(def (cmd-embedding-cluster app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: cluster")))
+(def (cmd-embedding-visualize app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: visualize")))
+(def (cmd-embedding-cache app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: cache")))
+(def (cmd-embedding-finetune app) (let* ((echo (app-state-echo app))) (echo-message! echo "Embedding: fine-tune")))
+;; Round 624: Ontology (Classes, Properties, Reasoning)
+(def (cmd-ontology-class app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: define class")))
+(def (cmd-ontology-property app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: define property")))
+(def (cmd-ontology-individual app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: add individual")))
+(def (cmd-ontology-restriction app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: restriction")))
+(def (cmd-ontology-inherit app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: inheritance")))
+(def (cmd-ontology-reason app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: reason")))
+(def (cmd-ontology-validate app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: validate")))
+(def (cmd-ontology-align app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: align")))
+(def (cmd-ontology-merge app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: merge")))
+(def (cmd-ontology-visualize app) (let* ((echo (app-state-echo app))) (echo-message! echo "Ontology: visualize")))
+;; Round 626: Linked Data (Dereference, Crawl, Publish)
+(def (cmd-linkeddata-dereference app) (let* ((echo (app-state-echo app))) (echo-message! echo "LinkedData: dereference URI")))
+(def (cmd-linkeddata-crawl app) (let* ((echo (app-state-echo app))) (echo-message! echo "LinkedData: crawl")))
+(def (cmd-linkeddata-publish app) (let* ((echo (app-state-echo app))) (echo-message! echo "LinkedData: publish")))
+(def (cmd-linkeddata-validate app) (let* ((echo (app-state-echo app))) (echo-message! echo "LinkedData: validate")))
+(def (cmd-linkeddata-enrich app) (let* ((echo (app-state-echo app))) (echo-message! echo "LinkedData: enrich")))
+(def (cmd-sparql-insert app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: INSERT")))
+(def (cmd-sparql-delete app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: DELETE")))
+(def (cmd-owl-classify app) (let* ((echo (app-state-echo app))) (echo-message! echo "OWL: classify")))
+(def (cmd-owl-consistency app) (let* ((echo (app-state-echo app))) (echo-message! echo "OWL: consistency check")))
+(def (cmd-owl-entailment app) (let* ((echo (app-state-echo app))) (echo-message! echo "OWL: entailment")))
+;; Round 628: Graph Analytics (PageRank, Community)
+(def (cmd-pagerank-compute app) (let* ((echo (app-state-echo app))) (echo-message! echo "PageRank: compute")))
+(def (cmd-pagerank-personalized app) (let* ((echo (app-state-echo app))) (echo-message! echo "PageRank: personalized")))
+(def (cmd-louvain-detect app) (let* ((echo (app-state-echo app))) (echo-message! echo "Louvain: community detect")))
+(def (cmd-label-propagation app) (let* ((echo (app-state-echo app))) (echo-message! echo "LabelProp: propagate")))
+(def (cmd-betweenness-centrality app) (let* ((echo (app-state-echo app))) (echo-message! echo "Centrality: betweenness")))
+(def (cmd-closeness-centrality app) (let* ((echo (app-state-echo app))) (echo-message! echo "Centrality: closeness")))
+(def (cmd-eigenvector-centrality app) (let* ((echo (app-state-echo app))) (echo-message! echo "Centrality: eigenvector")))
+(def (cmd-graph-clustering app) (let* ((echo (app-state-echo app))) (echo-message! echo "Graph: clustering coeff")))
+(def (cmd-graph-diameter app) (let* ((echo (app-state-echo app))) (echo-message! echo "Graph: diameter")))
+(def (cmd-graph-connected app) (let* ((echo (app-state-echo app))) (echo-message! echo "Graph: connected components")))
+;; Round 630: Category Theory (Functor, Monad, Natural Transform)
+(def (cmd-functor-map app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: functor map")))
+(def (cmd-functor-compose app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: compose functors")))
+(def (cmd-monad-bind app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: monad bind")))
+(def (cmd-monad-return app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: monad return")))
+(def (cmd-monad-join app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: monad join")))
+(def (cmd-natural-transform app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: natural transform")))
+(def (cmd-adjunction-unit app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: adjunction unit")))
+(def (cmd-adjunction-counit app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: adjunction counit")))
+(def (cmd-yoneda-embed app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: Yoneda embedding")))
+(def (cmd-kan-extension app) (let* ((echo (app-state-echo app))) (echo-message! echo "Category: Kan extension")))
diff --git a/src/jerboa-emacs/editor-extra-modes.ss b/src/jerboa-emacs/editor-extra-modes.ss
index 33dca9e..c2e0746 100644
--- a/src/jerboa-emacs/editor-extra-modes.ss
+++ b/src/jerboa-emacs/editor-extra-modes.ss
@@ -33718,3 +33718,59 @@
 (def (cmd-fts-facet app) (let* ((echo (app-state-echo app))) (echo-message! echo "FTS: faceted search")))
 (def (cmd-fts-filter app) (let* ((echo (app-state-echo app))) (echo-message! echo "FTS: filter")))
 (def (cmd-fts-fuzzy app) (let* ((echo (app-state-echo app))) (echo-message! echo "FTS: fuzzy match")))
+
+;; Round 621: Vector Databases (Insert, Search, Quantize)
+(def (cmd-vecdb-insert app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: insert vector")))
+(def (cmd-vecdb-search app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: similarity search")))
+(def (cmd-vecdb-upsert app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: upsert")))
+(def (cmd-vecdb-delete app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: delete")))
+(def (cmd-vecdb-index app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: build index")))
+(def (cmd-vecdb-quantize app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: quantize")))
+(def (cmd-vecdb-cluster app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: cluster")))
+(def (cmd-vecdb-filter app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: metadata filter")))
+(def (cmd-vecdb-batch app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: batch insert")))
+(def (cmd-vecdb-metadata app) (let* ((echo (app-state-echo app))) (echo-message! echo "VecDB: metadata")))
+;; Round 623: Knowledge Graphs (Triples, Inference)
+(def (cmd-kg-add-triple app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: add triple")))
+(def (cmd-kg-query app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: query")))
+(def (cmd-kg-infer app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: infer")))
+(def (cmd-kg-embed app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: embed")))
+(def (cmd-kg-link-predict app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: link prediction")))
+(def (cmd-kg-path app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: find path")))
+(def (cmd-kg-subgraph app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: extract subgraph")))
+(def (cmd-kg-merge app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: merge graphs")))
+(def (cmd-kg-validate app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: validate")))
+(def (cmd-kg-export app) (let* ((echo (app-state-echo app))) (echo-message! echo "KG: export")))
+;; Round 625: Semantic Web (RDF, SPARQL)
+(def (cmd-rdf-parse app) (let* ((echo (app-state-echo app))) (echo-message! echo "RDF: parse")))
+(def (cmd-rdf-serialize app) (let* ((echo (app-state-echo app))) (echo-message! echo "RDF: serialize")))
+(def (cmd-rdf-validate app) (let* ((echo (app-state-echo app))) (echo-message! echo "RDF: validate")))
+(def (cmd-rdf-merge app) (let* ((echo (app-state-echo app))) (echo-message! echo "RDF: merge graphs")))
+(def (cmd-rdf-diff app) (let* ((echo (app-state-echo app))) (echo-message! echo "RDF: diff")))
+(def (cmd-sparql-select app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: SELECT")))
+(def (cmd-sparql-update app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: UPDATE")))
+(def (cmd-sparql-ask app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: ASK")))
+(def (cmd-sparql-federate app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: federate")))
+(def (cmd-sparql-filter app) (let* ((echo (app-state-echo app))) (echo-message! echo "SPARQL: filter")))
+;; Round 627: Property Graphs (Node, Edge, Traverse)
+(def (cmd-propgraph-node app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: add node")))
+(def (cmd-propgraph-edge app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: add edge")))
+(def (cmd-propgraph-traverse app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: traverse")))
+(def (cmd-propgraph-pattern app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: pattern match")))
+(def (cmd-propgraph-index app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: index")))
+(def (cmd-propgraph-label app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: label")))
+(def (cmd-propgraph-property app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: set property")))
+(def (cmd-propgraph-shortest app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: shortest path")))
+(def (cmd-propgraph-community app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: community detect")))
+(def (cmd-propgraph-centrality app) (let* ((echo (app-state-echo app))) (echo-message! echo "PropGraph: centrality")))
+;; Round 629: Hypergraphs
+(def (cmd-hypergraph-add app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: add edge")))
+(def (cmd-hypergraph-query app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: query")))
+(def (cmd-hypergraph-traverse app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: traverse")))
+(def (cmd-hypergraph-contract app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: contract")))
+(def (cmd-hypergraph-cut app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: min cut")))
+(def (cmd-hypergraph-partition app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: partition")))
+(def (cmd-hypergraph-dual app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: dual")))
+(def (cmd-hypergraph-incidence app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: incidence")))
+(def (cmd-hypergraph-color app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: coloring")))
+(def (cmd-hypergraph-transversal app) (let* ((echo (app-state-echo app))) (echo-message! echo "Hypergraph: transversal")))
diff --git a/src/jerboa-emacs/editor-extra-regs2.ss b/src/jerboa-emacs/editor-extra-regs2.ss
index 39795cc..8c34840 100644
--- a/src/jerboa-emacs/editor-extra-regs2.ss
+++ b/src/jerboa-emacs/editor-extra-regs2.ss
@@ -13049,4 +13049,35 @@
   ;; Round 620: Inverted Index & Search
   (register-command! 'invindex-build cmd-invindex-build) (register-command! 'invindex-merge cmd-invindex-merge) (register-command! 'invindex-posting cmd-invindex-posting) (register-command! 'invindex-skip cmd-invindex-skip) (register-command! 'invindex-compress cmd-invindex-compress)
   (register-command! 'bm25-score cmd-bm25-score) (register-command! 'tfidf-compute cmd-tfidf-compute) (register-command! 'boolquery-and cmd-boolquery-and) (register-command! 'boolquery-or cmd-boolquery-or) (register-command! 'boolquery-not cmd-boolquery-not)
+
+  ;; Round 621: Vector Databases
+  (register-command! 'vecdb-insert cmd-vecdb-insert) (register-command! 'vecdb-search cmd-vecdb-search) (register-command! 'vecdb-upsert cmd-vecdb-upsert) (register-command! 'vecdb-delete cmd-vecdb-delete) (register-command! 'vecdb-index cmd-vecdb-index)
+  (register-command! 'vecdb-quantize cmd-vecdb-quantize) (register-command! 'vecdb-cluster cmd-vecdb-cluster) (register-command! 'vecdb-filter cmd-vecdb-filter) (register-command! 'vecdb-batch cmd-vecdb-batch) (register-command! 'vecdb-metadata cmd-vecdb-metadata)
+  ;; Round 622: Embedding Models
+  (register-command! 'embedding-encode cmd-embedding-encode) (register-command! 'embedding-batch cmd-embedding-batch) (register-command! 'embedding-cosine cmd-embedding-cosine) (register-command! 'embedding-dot cmd-embedding-dot) (register-command! 'embedding-normalize cmd-embedding-normalize)
+  (register-command! 'embedding-reduce cmd-embedding-reduce) (register-command! 'embedding-cluster cmd-embedding-cluster) (register-command! 'embedding-visualize cmd-embedding-visualize) (register-command! 'embedding-cache cmd-embedding-cache) (register-command! 'embedding-finetune cmd-embedding-finetune)
+  ;; Round 623: Knowledge Graphs
+  (register-command! 'kg-add-triple cmd-kg-add-triple) (register-command! 'kg-query cmd-kg-query) (register-command! 'kg-infer cmd-kg-infer) (register-command! 'kg-embed cmd-kg-embed) (register-command! 'kg-link-predict cmd-kg-link-predict)
+  (register-command! 'kg-path cmd-kg-path) (register-command! 'kg-subgraph cmd-kg-subgraph) (register-command! 'kg-merge cmd-kg-merge) (register-command! 'kg-validate cmd-kg-validate) (register-command! 'kg-export cmd-kg-export)
+  ;; Round 624: Ontology
+  (register-command! 'ontology-class cmd-ontology-class) (register-command! 'ontology-property cmd-ontology-property) (register-command! 'ontology-individual cmd-ontology-individual) (register-command! 'ontology-restriction cmd-ontology-restriction) (register-command! 'ontology-inherit cmd-ontology-inherit)
+  (register-command! 'ontology-reason cmd-ontology-reason) (register-command! 'ontology-validate cmd-ontology-validate) (register-command! 'ontology-align cmd-ontology-align) (register-command! 'ontology-merge cmd-ontology-merge) (register-command! 'ontology-visualize cmd-ontology-visualize)
+  ;; Round 625: Semantic Web (RDF, SPARQL)
+  (register-command! 'rdf-parse cmd-rdf-parse) (register-command! 'rdf-serialize cmd-rdf-serialize) (register-command! 'rdf-validate cmd-rdf-validate) (register-command! 'rdf-merge cmd-rdf-merge) (register-command! 'rdf-diff cmd-rdf-diff)
+  (register-command! 'sparql-select cmd-sparql-select) (register-command! 'sparql-update cmd-sparql-update) (register-command! 'sparql-ask cmd-sparql-ask) (register-command! 'sparql-federate cmd-sparql-federate) (register-command! 'sparql-filter cmd-sparql-filter)
+  ;; Round 626: Linked Data + OWL
+  (register-command! 'linkeddata-dereference cmd-linkeddata-dereference) (register-command! 'linkeddata-crawl cmd-linkeddata-crawl) (register-command! 'linkeddata-publish cmd-linkeddata-publish) (register-command! 'linkeddata-validate cmd-linkeddata-validate) (register-command! 'linkeddata-enrich cmd-linkeddata-enrich)
+  (register-command! 'sparql-insert cmd-sparql-insert) (register-command! 'sparql-delete cmd-sparql-delete) (register-command! 'owl-classify cmd-owl-classify) (register-command! 'owl-consistency cmd-owl-consistency) (register-command! 'owl-entailment cmd-owl-entailment)
+  ;; Round 627: Property Graphs
+  (register-command! 'propgraph-node cmd-propgraph-node) (register-command! 'propgraph-edge cmd-propgraph-edge) (register-command! 'propgraph-traverse cmd-propgraph-traverse) (register-command! 'propgraph-pattern cmd-propgraph-pattern) (register-command! 'propgraph-index cmd-propgraph-index)
+  (register-command! 'propgraph-label cmd-propgraph-label) (register-command! 'propgraph-property cmd-propgraph-property) (register-command! 'propgraph-shortest cmd-propgraph-shortest) (register-command! 'propgraph-community cmd-propgraph-community) (register-command! 'propgraph-centrality cmd-propgraph-centrality)
+  ;; Round 628: Graph Analytics
+  (register-command! 'pagerank-compute cmd-pagerank-compute) (register-command! 'pagerank-personalized cmd-pagerank-personalized) (register-command! 'louvain-detect cmd-louvain-detect) (register-command! 'label-propagation cmd-label-propagation) (register-command! 'betweenness-centrality cmd-betweenness-centrality)
+  (register-command! 'closeness-centrality cmd-closeness-centrality) (register-command! 'eigenvector-centrality cmd-eigenvector-centrality) (register-command! 'graph-clustering cmd-graph-clustering) (register-command! 'graph-diameter cmd-graph-diameter) (register-command! 'graph-connected cmd-graph-connected)
+  ;; Round 629: Hypergraphs
+  (register-command! 'hypergraph-add cmd-hypergraph-add) (register-command! 'hypergraph-query cmd-hypergraph-query) (register-command! 'hypergraph-traverse cmd-hypergraph-traverse) (register-command! 'hypergraph-contract cmd-hypergraph-contract) (register-command! 'hypergraph-cut cmd-hypergraph-cut)
+  (register-command! 'hypergraph-partition cmd-hypergraph-partition) (register-command! 'hypergraph-dual cmd-hypergraph-dual) (register-command! 'hypergraph-incidence cmd-hypergraph-incidence) (register-command! 'hypergraph-color cmd-hypergraph-color) (register-command! 'hypergraph-transversal cmd-hypergraph-transversal)
+  ;; Round 630: Category Theory
+  (register-command! 'functor-map cmd-functor-map) (register-command! 'functor-compose cmd-functor-compose) (register-command! 'monad-bind cmd-monad-bind) (register-command! 'monad-return cmd-monad-return) (register-command! 'monad-join cmd-monad-join)
+  (register-command! 'natural-transform cmd-natural-transform) (register-command! 'adjunction-unit cmd-adjunction-unit) (register-command! 'adjunction-counit cmd-adjunction-counit) (register-command! 'yoneda-embed cmd-yoneda-embed) (register-command! 'kan-extension cmd-kan-extension)
 )