Add Generative xAI docs

developers/weaviate/model-providers/_includes/provider.connect.py

@@ -75,6 +75,10 @@
 # Recommended: save sensitive data as environment variables
 voyageai_key = os.getenv("VOYAGEAI_APIKEY")
 # END VoyageAIInstantiation
+# START XaiInstantiation
+# Recommended: save sensitive data as environment variables
+xai_key = os.getenv("XAI_APIKEY")
+# END XaiInstantiation
 
 
 # START-ANY
@@ -135,6 +139,9 @@
 # START VoyageAIInstantiation
     "X-VoyageAI-Api-Key": voyageai_key,
 # END VoyageAIInstantiation
+# START XaiInstantiation
+    "X-Xai-Api-Key": xai_key,
+# END XaiInstantiation
 
 # START-ANY
 }

developers/weaviate/model-providers/_includes/provider.connect.ts

@@ -51,6 +51,9 @@ const azureApiKey = process.env.AZURE_APIKEY || '';  // Replace with your infere
 // START VoyageAIInstantiation
 const voyageaiApiKey = process.env.VOYAGEAI_APIKEY || '';  // Replace with your inference API key
 // END VoyageAIInstantiation
+// START Xainstantiation
+const xaiApiKey = process.env.XAI_APIKEY || '';  // Replace with your inference API key
+// END XaiInstantiation
 
 // START-ANY
 
@@ -113,6 +116,9 @@ const client = await weaviate.connectToWeaviateCloud(
       // START VoyageAIInstantiation
       'X-VoyageAI-Api-Key': voyageaiApiKey,
       // END VoyageAIInstantiation
+      // START XaiInstantiation
+      'X-Xai-Api-Key': xaiApiKey,
+      // END XaiInstantiation
       // START-ANY
     }
     // highlight-end

developers/weaviate/model-providers/_includes/provider.generative.py

@@ -146,8 +146,8 @@ def import_data():
 
 jeopardy = client.collections.get("DemoCollection")
 response = jeopardy.generate.near_text(
-    query="Movies", 
-    limit=5, 
+    query="Movies",
+    limit=5,
     # highlight-start
     grouped_task=prompt,
     # highlight-end
@@ -316,8 +316,8 @@ def import_data():
 
 jeopardy = client.collections.get("DemoCollection")
 response = jeopardy.generate.near_text(
-    query="Movies", 
-    limit=5, 
+    query="Movies",
+    limit=5,
     # highlight-start
     grouped_task=prompt,
     # highlight-end
@@ -676,8 +676,8 @@ def import_data():
 
 jeopardy = client.collections.get("DemoCollection")
 response = jeopardy.generate.near_text(
-    query="Movies", 
-    limit=5, 
+    query="Movies",
+    limit=5,
     # highlight-start
     grouped_task=prompt,
     # highlight-end
@@ -994,8 +994,8 @@ def import_data():
 
 jeopardy = client.collections.get("DemoCollection")
 response = jeopardy.generate.near_text(
-    query="Movies", 
-    limit=5, 
+    query="Movies",
+    limit=5,
     # highlight-start
     grouped_task=prompt,
     # highlight-end
@@ -1028,9 +1028,73 @@ def import_data():
 )
 # END BasicGenerativeAzureOpenAI
 
+# START BasicGenerativexAI
+from weaviate.classes.config import Configure
+
+client.collections.create(
+    "DemoCollection",
+    # highlight-start
+    generative_config=Configure.Generative.xai()
+    # highlight-end
+    # Additional parameters not shown
+)
+# END BasicGenerativexAI
+
+# START GenerativexAICustomModel
+from weaviate.classes.config import Configure
+
+client.collections.create(
+    "DemoCollection",
+    generative_config=Configure.Generative.xai(
+        model="grok-2-latest"
+    )
+    # Additional parameters not shown
+)
+# END GenerativexAICustomModel
+
+# START FullGenerativexAI
+from weaviate.classes.config import Configure
+
+client.collections.create(
+    "DemoCollection",
+    # highlight-start
+    generative_config=Configure.Generative.xai(
+        # # These parameters are optional
+        # base_url="https://api.x.ai/v1"
+        # model="grok-2-latest",
+        # max_tokens=500,
+        # temperature=0.7,
+    )
+    # highlight-end
+    # Additional parameters not shown
+)
+# END FullGenerativexAI
+
 # clean up
 client.collections.delete("DemoCollection")
 
+# START RuntimeModelSelectionxAI
+from weaviate.classes.config import Configure
+from weaviate.classes.generate import GenerativeConfig
+
+collection = client.collections.get("DemoCollection")
+response = collection.generate.near_text(
+    query="A holiday film",
+    limit=2,
+    grouped_task="Write a tweet promoting these two movies",
+    # highlight-start
+    generative_provider=GenerativeConfig.xai(
+        # # These parameters are optional
+        # base_url="https://api.x.ai/v1"
+        # model="grok-2-latest",
+        # max_tokens=500,
+        # temperature=0.7,
+    ),
+    # Additional parameters not shown
+    # highlight-end
+)
+# END RuntimeModelSelectionxAI
+
 # START FullGenerativeKubeAI
 from weaviate.classes.config import Configure
 
@@ -1212,8 +1276,8 @@ def import_data():
 
 jeopardy = client.collections.get("DemoCollection")
 response = jeopardy.generate.near_text(
-    query="Movies", 
-    limit=5, 
+    query="Movies",
+    limit=5,
     # highlight-start
     grouped_task=prompt,
     # highlight-end

developers/weaviate/model-providers/_includes/provider.generative.ts

@@ -563,6 +563,9 @@ await client.collections.create({
 });
 // END FullGenerativeAzureOpenAI
 
+// Clean up
+await client.collections.delete('DemoCollection');
+
 // START BasicGenerativeOllama
 await client.collections.create({
   name: 'DemoCollection',
@@ -595,6 +598,53 @@ await client.collections.create({
 // Clean up
 await client.collections.delete('DemoCollection');
 
+// START BasicGenerativexAI
+await client.collections.create({
+  name: 'DemoCollection',
+  // highlight-start
+  generative: weaviate.configure.generative.xai(),
+  // highlight-end
+  // Additional parameters not shown
+});
+// END BasicGenerativexAI
+
+// Clean up
+await client.collections.delete('DemoCollection');
+
+// START GenerativexAICustomModel
+await client.collections.create({
+  name: 'DemoCollection',
+  // highlight-start
+  generative: weaviate.configure.generative.xai({
+    model: 'grok-2-latest'
+  }),
+  // highlight-end
+  // Additional parameters not shown
+});
+// END GenerativexAICustomModel
+
+// Clean up
+await client.collections.delete('DemoCollection');
+
+// START FullGenerativexAI
+await client.collections.create({
+  name: 'DemoCollection',
+  // highlight-start
+  generative: weaviate.configure.generative.xai({
+    // // These parameters are optional
+    // baseUrlProperty: 'https://api.x.ai/v1',
+    // model: 'grok-2-latest',
+    // maxTokensProperty: 512,
+    // temperatureProperty: 0.7,
+  }),
+  // highlight-end
+  // Additional parameters not shown
+});
+// END FullGenerativexAI
+
+// Clean up
+await client.collections.delete('DemoCollection');
+
 // START SinglePromptExample  // START GroupedTaskExample
 let myCollection = client.collections.get('DemoCollection');
 // START SinglePromptExample  // END GroupedTaskExample

developers/weaviate/model-providers/index.md

@@ -33,6 +33,7 @@ This enables an enhanced developed experience, such as the ability to:
 | [Azure OpenAI](./openai-azure/index.md) | [Text](./openai-azure/embeddings.md) | [Text](./openai-azure/generative.md) | - |
 | [Voyage AI](./voyageai/index.md) | [Text](./voyageai/embeddings.md), [Multimodal](./voyageai/embeddings-multimodal.md) | - | [Reranker](./voyageai/reranker.md) |
 | [Weaviate](./weaviate/index.md) | [Text](./weaviate/embeddings.md) | - | - |
+| [xAI](./xai/index.md) | - | [Text](./xai/generative.md) | - |
 
 #### Enable all API-based modules
 

developers/weaviate/model-providers/xai/_category_.json

@@ -0,0 +1,4 @@
+{
+    "label": "xAI",
+    "position": 281
+}