Update ai sample code

answer_questions_using_vector_search_weaviate/Dependencies.toml

@@ -5,6 +5,7 @@
 
 [ballerina]
 dependencies-toml-version = "2"
+distribution-version = "2201.10.0"
 
 [[package]]
 org = "ai_samples"
@@ -23,20 +24,19 @@ modules = [
 [[package]]
 org = "ballerina"
 name = "auth"
-version = "2.6.0"
+version = "2.12.0"
 dependencies = [
 	{org = "ballerina", name = "crypto"},
 	{org = "ballerina", name = "jballerina.java"},
 	{org = "ballerina", name = "lang.array"},
 	{org = "ballerina", name = "lang.string"},
-	{org = "ballerina", name = "log"},
-	{org = "ballerina", name = "regex"}
+	{org = "ballerina", name = "log"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "cache"
-version = "3.4.0"
+version = "3.8.0"
 dependencies = [
 	{org = "ballerina", name = "constraint"},
 	{org = "ballerina", name = "jballerina.java"},
@@ -47,15 +47,15 @@ dependencies = [
 [[package]]
 org = "ballerina"
 name = "constraint"
-version = "1.1.0"
+version = "1.5.0"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "crypto"
-version = "2.3.0"
+version = "2.7.2"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"},
 	{org = "ballerina", name = "time"}
@@ -64,20 +64,18 @@ dependencies = [
 [[package]]
 org = "ballerina"
 name = "file"
-version = "1.6.0"
+version = "1.10.0"
 dependencies = [
 	{org = "ballerina", name = "io"},
 	{org = "ballerina", name = "jballerina.java"},
-	{org = "ballerina", name = "log"},
 	{org = "ballerina", name = "os"},
-	{org = "ballerina", name = "regex"},
 	{org = "ballerina", name = "time"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "http"
-version = "2.6.1"
+version = "2.12.0"
 dependencies = [
 	{org = "ballerina", name = "auth"},
 	{org = "ballerina", name = "cache"},
@@ -90,25 +88,26 @@ dependencies = [
 	{org = "ballerina", name = "lang.array"},
 	{org = "ballerina", name = "lang.decimal"},
 	{org = "ballerina", name = "lang.int"},
+	{org = "ballerina", name = "lang.regexp"},
 	{org = "ballerina", name = "lang.runtime"},
 	{org = "ballerina", name = "lang.string"},
 	{org = "ballerina", name = "lang.value"},
 	{org = "ballerina", name = "log"},
 	{org = "ballerina", name = "mime"},
 	{org = "ballerina", name = "oauth2"},
 	{org = "ballerina", name = "observe"},
-	{org = "ballerina", name = "regex"},
 	{org = "ballerina", name = "time"},
 	{org = "ballerina", name = "url"}
 ]
 modules = [
-	{org = "ballerina", packageName = "http", moduleName = "http"}
+	{org = "ballerina", packageName = "http", moduleName = "http"},
+	{org = "ballerina", packageName = "http", moduleName = "http.httpscerr"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "io"
-version = "1.4.0"
+version = "1.6.1"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"},
 	{org = "ballerina", name = "lang.value"}
@@ -122,15 +121,15 @@ version = "0.0.0"
 [[package]]
 org = "ballerina"
 name = "jwt"
-version = "2.6.0"
+version = "2.13.0"
 dependencies = [
 	{org = "ballerina", name = "cache"},
 	{org = "ballerina", name = "crypto"},
+	{org = "ballerina", name = "io"},
 	{org = "ballerina", name = "jballerina.java"},
 	{org = "ballerina", name = "lang.int"},
 	{org = "ballerina", name = "lang.string"},
 	{org = "ballerina", name = "log"},
-	{org = "ballerina", name = "regex"},
 	{org = "ballerina", name = "time"}
 ]
 
@@ -165,7 +164,9 @@ org = "ballerina"
 name = "lang.int"
 version = "0.0.0"
 dependencies = [
-	{org = "ballerina", name = "jballerina.java"}
+	{org = "ballerina", name = "jballerina.java"},
+	{org = "ballerina", name = "lang.__internal"},
+	{org = "ballerina", name = "lang.object"}
 ]
 
 [[package]]
@@ -209,7 +210,7 @@ dependencies = [
 [[package]]
 org = "ballerina"
 name = "log"
-version = "2.6.0"
+version = "2.10.0"
 dependencies = [
 	{org = "ballerina", name = "io"},
 	{org = "ballerina", name = "jballerina.java"},
@@ -220,17 +221,18 @@ dependencies = [
 [[package]]
 org = "ballerina"
 name = "mime"
-version = "2.6.0"
+version = "2.10.0"
 dependencies = [
 	{org = "ballerina", name = "io"},
 	{org = "ballerina", name = "jballerina.java"},
-	{org = "ballerina", name = "lang.int"}
+	{org = "ballerina", name = "lang.int"},
+	{org = "ballerina", name = "log"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "oauth2"
-version = "2.6.1"
+version = "2.12.0"
 dependencies = [
 	{org = "ballerina", name = "cache"},
 	{org = "ballerina", name = "crypto"},
@@ -243,33 +245,24 @@ dependencies = [
 [[package]]
 org = "ballerina"
 name = "observe"
-version = "1.0.7"
+version = "1.3.0"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "os"
-version = "1.6.0"
+version = "1.8.0"
 dependencies = [
 	{org = "ballerina", name = "io"},
 	{org = "ballerina", name = "jballerina.java"}
 ]
 
-[[package]]
-org = "ballerina"
-name = "regex"
-version = "1.3.2"
-dependencies = [
-	{org = "ballerina", name = "jballerina.java"},
-	{org = "ballerina", name = "lang.string"}
-]
-
 [[package]]
 org = "ballerina"
 name = "task"
-version = "2.3.1"
+version = "2.5.0"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"},
 	{org = "ballerina", name = "time"}
@@ -278,15 +271,15 @@ dependencies = [
 [[package]]
 org = "ballerina"
 name = "time"
-version = "2.2.4"
+version = "2.5.0"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"}
 ]
 
 [[package]]
 org = "ballerina"
 name = "url"
-version = "2.2.3"
+version = "2.4.0"
 dependencies = [
 	{org = "ballerina", name = "jballerina.java"}
 ]
@@ -306,7 +299,7 @@ modules = [
 [[package]]
 org = "ballerinax"
 name = "openai.embeddings"
-version = "1.0.2"
+version = "1.0.5"
 dependencies = [
 	{org = "ballerina", name = "constraint"},
 	{org = "ballerina", name = "http"},
@@ -320,7 +313,7 @@ modules = [
 [[package]]
 org = "ballerinax"
 name = "weaviate"
-version = "1.0.0"
+version = "1.0.2"
 dependencies = [
 	{org = "ballerina", name = "http"},
 	{org = "ballerina", name = "url"},
@@ -329,4 +322,3 @@ dependencies = [
 modules = [
 	{org = "ballerinax", packageName = "weaviate", moduleName = "weaviate"}
 ]
-

answer_questions_using_vector_search_weaviate/main.bal

@@ -1,13 +1,14 @@
 import ballerina/http;
 import ballerinax/openai.embeddings;
 import ballerinax/weaviate;
+import ballerina/io;
 
 configurable string openAIToken = ?;
 configurable string weaviateToken = ?;
 configurable string weaviateURL = ?;
 
 const CLASS_NAME = "QuestionAnswerStore";
-const MODEL = "text-embedding-ada-002";
+const MODEL = "text-embedding-3-small";
 
 final embeddings:Client openai = check new ({auth: {token: openAIToken}});
 final weaviate:Client weaviate = check new ({auth: {token: weaviateToken}}, weaviateURL);
@@ -42,7 +43,7 @@ service / on new http:Listener(8080) {
                                 }`;
 
         weaviate:GraphQLResponse results = check weaviate->/graphql.post({query: graphQLQuery});
-
+        io:println("Results: ", results);
         return results.data;
     }
 }

audio_to_text_summarization_using_openai/Ballerina.toml

@@ -6,4 +6,3 @@ distribution = "2201.4.0"
 
 [build-options]
 observabilityIncluded = true
-

audio_to_text_summarization_using_openai/Dependencies.toml

@@ -377,4 +377,3 @@ modules = [
 	{org = "ballerinax", packageName = "twitter", moduleName = "twitter"},
 	{org = "ballerinax", packageName = "twitter", moduleName = "twitter.listener"}
 ]
-

audio_to_text_summarization_using_openai/main.bal

@@ -1,38 +1,28 @@
 import ballerina/http;
 import ballerina/io;
-import ballerinax/openai.text;
+import ballerinax/openai.chat;
 import ballerinax/openai.audio;
 import ballerinax/twitter;
 
 configurable string openAIToken = ?;
-
-configurable string twitterApiKey = ?;
-configurable string twitterApiSecret = ?;
-configurable string twitterAccessToken = ?;
-configurable string twitterAccessTokenSecret = ?;
+configurable string token = ?;
 
 const string AUDIO_FILE = "test.mp3";
-const string AUDIO_FILE_PATH = "podcast-clips/" + AUDIO_FILE;
+const string AUDIO_FILE_PATH = "./audo_clips/" + AUDIO_FILE;
 const int BINARY_LENGTH = 1000000;
 
 // Twitter API client configuration
-twitter:ConnectionConfig twitterConfig = {
-    apiKey: twitterApiKey,
-    apiSecret: twitterApiSecret,
-    accessToken: twitterAccessToken,
-    accessTokenSecret: twitterAccessTokenSecret
-};
 
 public function main(string podcastURL) returns error? {
     // Creates a HTTP client to download the audio file
     http:Client podcastEP = check new (podcastURL);
-    http:Response httpResp = check podcastEP->/get();
+    http:Response httpResp = check podcastEP->get("");
     byte[] audioBytes = check httpResp.getBinaryPayload();
     check io:fileWriteBytes(AUDIO_FILE_PATH, audioBytes);
 
     // Creates a request to translate the audio file to text (English)
     audio:CreateTranscriptionRequest transcriptionsReq = {
-        file: {fileContent: (check io:fileReadBytes(AUDIO_FILE_PATH)).slice(0, BINARY_LENGTH), fileName: AUDIO_FILE},
+        file: {fileContent: (check io:fileReadBytes(AUDIO_FILE_PATH)), fileName: AUDIO_FILE},
         model: "whisper-1"
     };
 
@@ -41,10 +31,14 @@ public function main(string podcastURL) returns error? {
     audio:CreateTranscriptionResponse transcriptionsRes = check openAIAudio->/audio/transcriptions.post(transcriptionsReq);
     io:println("Text from the audio :", transcriptionsRes.text);
 
+
     // Creates a request to summarize the text
-    text:CreateCompletionRequest textCompletionReq = {
-        model: "text-davinci-003",
-        prompt: string `Summarize the following text to 100 characters : ${transcriptionsRes.text}`,
+    chat:CreateChatCompletionRequest request = {
+        model: "gpt-4o-mini",
+        messages: [{
+            role: "user",
+            content: string `Summarize the following text to 100 characters : ${transcriptionsRes.text}`
+        }],
         temperature: 0.7,
         max_tokens: 256,
         top_p: 1,
@@ -53,17 +47,17 @@ public function main(string podcastURL) returns error? {
     };
 
     // Summarizes the text using OpenAI text completion API
-    text:Client openAIText = check new ({auth: {token: openAIToken}});
-    text:CreateCompletionResponse completionRes = check openAIText->/completions.post(textCompletionReq);
+    final chat:Client openAIChat = check new({auth: {token:openAIToken}});
+    chat:CreateChatCompletionResponse completionRes = check openAIChat->/chat/completions.post(request);
 
-    string? summerizedText = completionRes.choices[0].text;    
+    string? summerizedText = completionRes.choices[0].message.content;    
     if summerizedText is () {
 	    return error("Failed to summarize the given audio.");
     }
     io:println("Summarized text: ", summerizedText);
 
     // Tweet it out!
-    twitter:Client twitter = check new (twitterConfig);
-    var tweet = check twitter->tweet(summerizedText);
+    final twitter:Client twitter = check new({auth: {token:token}});
+    twitter:TweetCreateResponse tweet = check twitter->/tweets.post({text: summerizedText});
     io:println("Tweet: ", tweet);
 }

compare_similarity_between_two_texts_using_openai/main.bal

@@ -8,9 +8,9 @@ public function main() returns error? {
     final embeddings:Client openAIEmbeddings = check new ({auth: {token: openAIToken}});
 
     string text1 = "What are you thinking?";
-    string text2 = "What is on your mind?";
+    string text2 = "you are playing cricket";
     embeddings:CreateEmbeddingRequest embeddingReq = {
-        model: "text-embedding-ada-002",
+        model: "text-embedding-3-small",
         input: [text1, text2]
     };
     embeddings:CreateEmbeddingResponse embeddingRes = check openAIEmbeddings->/embeddings.post(embeddingReq);