Template rejig (#48)

* document-rag / graph-rag refactor of templates

* Tweaking the docs and categories

* Clarify triple store vs RAG

* Tweak knowledge graph linkage

* Doc embedding for Qdrant

* Fix document RAG on Qdrant

* Fix templates

* Bump version

* Updated templates

templates/patterns/document-rag.jsonnet

@@ -0,0 +1,14 @@
+{
+    pattern: {
+	name: "document-rag",
+        icon: "🤝😂",
+        title: "Add DocumentRAG processing flow",
+	description: "This pattern adds DocumentRAG components for extracting and querying documents based on document embeddings.  You should make sure a vector store is included in your plan.",
+        requires: ["pulsar", "trustgraph", "llm"],
+        features: ["document-rag"],
+	args: [
+	],
+        category: [ "processing" ],
+    },
+    module: "components/document-rag.jsonnet",
+}

templates/patterns/embeddings-hf.jsonnet

@@ -0,0 +1,26 @@
+{
+    pattern: {
+	name: "embeddings-hf",
+        icon: "🤖💬",
+        title: "Add embeddings model which uses HuggingFace models",
+	description: "This pattern integrates an embeddings model based on HuggingFace sentence-transformer library.",
+        requires: ["pulsar", "trustgraph"],
+        features: ["llm"],
+	args: [
+	    {
+		name: "embeddings-model",
+                label: "Embeddings model",
+		type: "select",
+		description: "Embeddings model for sentence analysis",
+                options: [
+                  { id: "all-MiniLM-L6-v2", description: "all-MiniLM-L6-v2" },
+                  { id: "mixedbread-ai/mxbai-embed-large-v1", description: "mxbai-embed-large-v1" },
+                ],
+                default: "all-MiniLM-L6-v2",
+		required: true,
+	    },
+	],
+        category: [ "embeddings" ],
+    },
+    module: "components/embeddings-hf.jsonnet",
+}

templates/patterns/embeddings-ollama.jsonnet

@@ -0,0 +1,34 @@
+{
+    pattern: {
+	name: "embeddings-ollama",
+        icon: "🤖💬",
+        title: "Add embeddings model hosted on Ollama",
+	description: "This pattern integrates an embeddings model based on HuggingFace sentence-transformer library.",
+        requires: ["pulsar", "trustgraph"],
+        features: ["llm"],
+	args: [
+	    {
+		name: "embeddings-model",
+                label: "Embeddings model",
+		type: "select",
+		description: "Embeddings model for sentence analysis",
+                options: [
+                  { id: "mxbai-embed-large", description: "mxbai-embed-large" },
+                ],
+                default: "mxbai-embed-large",
+		required: true,
+	    },
+	    {
+		name: "ollama-url",
+                label: "URL",
+		type: "text",
+		width: 120,
+		description: "URL of the Ollama service",
+                default: "http://ollama:11434",
+		required: true,
+	    },
+	],
+        category: [ "embeddings" ],
+    },
+    module: "components/embeddings-hf.jsonnet",
+}

templates/patterns/graph-rag-cassandra.jsonnet

@@ -1,13 +0,0 @@
-{
-    pattern: {
-	name: "graph-rag-cassandra",
-        icon: "🖇️🙋‍♀️",
-        title: "Add GraphRAG indexing and querying using Cassandra",
-	description: "The core Trustgraph deployment does not include a GraphRag store; this pattern adds the Cassandra store, and adds GraphRAG adapters so that Cassandra is integrated with GraphRag indexing and querying.",
-        requires: ["pulsar", "trustgraph"],
-        features: ["cassandra", "rag"],
-        args: [],
-        category: ["knowledge-graph"],
-    },
-    module: "components/cassandra.jsonnet",
-}

templates/patterns/graph-rag-neo4j.jsonnet

@@ -1,13 +0,0 @@
-{
-    pattern: {
-	name: "graph-rag-neo4j",
-        icon: "🖇️🙋‍♀️",
-        title: "Deploys GraphRAG indexing and querying using a Neo4j community edition store",
-	description: "The core Trustgraph deployment does not include a GraphRag store; this pattern adds the Neo4j store, and adds GraphRAG adapters so that Neo4j is integrated with GraphRag indexing and querying.",
-        requires: ["pulsar", "trustgraph"],
-        features: ["neo4j", "rag"],
-	args: [],
-        category: [ "knowledge-graph" ],
-    },
-    module: "components/neo4j.jsonnet",
-}

templates/patterns/graph-rag.jsonnet

@@ -0,0 +1,38 @@
+{
+    pattern: {
+	name: "graph-rag",
+        icon: "🤝😂",
+        title: "Add GraphRAG processing flow",
+	description: "This pattern adds GraphRAG components for extracting and querying graph edges.  You should make sure a triple store and vector store are included in your plan.",
+        requires: ["pulsar", "trustgraph", "llm"],
+        features: ["graph-rag"],
+	args: [
+	    {
+		name: "graph-rag-entity-limit",
+                label: "GraphRAG entity query limit",
+		type: "integer",
+		description: "Limit on entities to fetch from vector store",
+                default: 50,
+		required: true,
+            },
+	    {
+		name: "graph-rag-triple-limit",
+                label: "GraphRAG triple query limit",
+		type: "integer",
+		description: "Limit on triples to fetch from triple store",
+                default: 30,
+		required: true,
+            },
+	    {
+		name: "graph-rag-max-subgraph-size",
+                label: "GraphRAG maximum subgraph size",
+		type: "integer",
+		description: "Limit on size of subgraph to present to text-completion model",
+                default: 3000,
+		required: true,
+            },
+	],
+        category: [ "processing" ],
+    },
+    module: "components/trustgraph.jsonnet",
+}

templates/patterns/llm-ollama.jsonnet

@@ -25,6 +25,15 @@
                 step: 0.05,
                 default: 0.5,
             },
+	    {
+		name: "ollama-url",
+                label: "URL",
+		type: "text",
+		width: 120,
+		description: "URL of the Ollama service",
+                default: "http://ollama:11434",
+		required: true,
+	    },
 	],
         category: [ "llm" ],
     },

templates/patterns/triple-store-cassandra.jsonnet

@@ -0,0 +1,13 @@
+{
+    pattern: {
+	name: "triple-store-cassandra",
+        icon: "🖇️🙋‍♀️",
+        title: "Adds a Cassandra store configured to act as a triple store",
+	description: "GraphRAG processing needs a triple store.  This pattern adds a Cassandra store, along with plumbing so that Cassandra is integrated with GraphRag indexing and querying.",
+        requires: ["pulsar", "trustgraph"],
+        features: ["cassandra", "triple-store"],
+        args: [],
+        category: ["knowledge-graph"],
+    },
+    module: "components/cassandra.jsonnet",
+}

templates/patterns/triple-store-neo4j.jsonnet

@@ -0,0 +1,13 @@
+{
+    pattern: {
+	name: "triple-store-neo4j",
+        icon: "🖇️🙋‍♀️",
+        title: "Adds a Neo4j store configured to act as a triple store.",
+	description: "GraphRAG processing needs a triple store.  This pattern adds a Cassandra store, along with plumbing so that Cassandra is integrated with GraphRag indexing and querying.",
+        requires: ["pulsar", "trustgraph"],
+        features: ["neo4j", "triple-store"],
+	args: [],
+        category: [ "knowledge-graph" ],
+    },
+    module: "components/neo4j.jsonnet",
+}

templates/patterns/trustgraph-base.jsonnet

@@ -7,41 +7,6 @@
         requires: ["pulsar"],
         features: ["trustgraph"],
 	args: [
-	    {
-		name: "embeddings-model",
-                label: "Embeddings model",
-		type: "select",
-		description: "Embeddings model for sentence analysis",
-                options: [
-                  { id: "all-MiniLM-L6-v2", description: "all-MiniLM-L6-v2" },
-                ],
-                default: "all-MiniLM-L6-v2",
-		required: true,
-	    },
-	    {
-		name: "graph-rag-entity-limit",
-                label: "GraphRAG entity query limit",
-		type: "integer",
-		description: "Limit on entities to fetch from vector store",
-                default: 50,
-		required: true,
-            },
-	    {
-		name: "graph-rag-triple-limit",
-                label: "GraphRAG triple query limit",
-		type: "integer",
-		description: "Limit on triples to fetch from triple store",
-                default: 30,
-		required: true,
-            },
-	    {
-		name: "graph-rag-max-subgraph-size",
-                label: "GraphRAG maximum subgraph size",
-		type: "integer",
-		description: "Limit on size of subgraph to present to text-completion model",
-                default: 3000,
-		required: true,
-            },
 	],
         category: [ "foundation" ],
     },