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Merged
devcrocod merged 6 commits into from
Dec 1, 2025
Merged

update notebooks #40

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3f24894
update Evaluator-Optimizer notebook: simplify langchain4j configurati…
devcrocod Nov 30, 2025
7f5b98b
update notebooks: refine langchain4j configuration, adjust execution …
devcrocod Nov 30, 2025
25a5495
update notebooks: bump `kinference` to 0.2.27 and `ktor` to 3.3.3, re…
devcrocod Nov 30, 2025
5052229
update LangChain4j notebook: refine configuration, adjust execution m…
devcrocod Nov 30, 2025
05e721e
update OpenAI Java SDK notebooks: bump SDK to 4.8.0, refine execution…
devcrocod Nov 30, 2025
229b6c2
update Spring-AI notebooks: refine execution metadata, align haiku co…
devcrocod Dec 1, 2025
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358 changes: 320 additions & 38 deletions notebooks/agents/Evaluator-Optimizer Workflow.ipynb
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165 changes: 89 additions & 76 deletions notebooks/agents/Orchestrator-Workers Workflow.ipynb
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602 changes: 225 additions & 377 deletions notebooks/agents/Parallelization Workflow.ipynb
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79 changes: 59 additions & 20 deletions notebooks/agents/Prompt-Chaining Workflow.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -40,15 +40,23 @@
"metadata": {
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"ExecuteTime": {
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"start_time": "2025-05-11T21:48:43.106474Z"
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"cell_type": "code",
"source": [
"%useLatestDescriptors\n",
"%use coroutines\n",
"%use langchain4j(1.0.0-beta3, anthropic)"
"%use langchain4j(model = anthropic)"
],
"outputs": [],
"execution_count": 1
Expand All @@ -61,8 +69,13 @@
{
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Expand All @@ -82,14 +95,19 @@
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"cell_type": "code",
"source": [
"import dev.langchain4j.data.message.SystemMessage.systemMessage\n",
"import dev.langchain4j.data.message.UserMessage.userMessage\n",
"import dev.langchain4j.data.message.SystemMessage\n",
"import dev.langchain4j.data.message.UserMessage\n",
"\n",
"suspend fun llmCall(\n",
" prompt: String,\n",
Expand All @@ -104,10 +122,11 @@
" .build()\n",
"\n",
" return withContext(Dispatchers.IO) {\n",
" val response = client.chat {\n",
" systemPrompt?.let { messages += systemMessage(it) }\n",
" messages += userMessage(prompt)\n",
" val messages = buildList {\n",
" systemPrompt?.let { add(SystemMessage(it)) }\n",
" add(UserMessage(prompt))\n",
" }\n",
" val response = client.chat(messages)\n",
" response.aiMessage().text()\n",
" }\n",
"}"
Expand All @@ -127,8 +146,13 @@
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Expand Down Expand Up @@ -165,8 +189,13 @@
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Expand Down Expand Up @@ -221,8 +250,13 @@
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Expand Down Expand Up @@ -251,8 +285,13 @@
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"cell_type": "code",
Expand Down
137 changes: 70 additions & 67 deletions notebooks/agents/Routing Workflow.ipynb
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101 changes: 76 additions & 25 deletions notebooks/kinference/KIClassification.ipynb
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Expand Up @@ -5,15 +5,22 @@
"metadata": {
"collapsed": true,
"ExecuteTime": {
"end_time": "2025-02-10T13:00:12.108015Z",
"start_time": "2025-02-10T13:00:11.530587Z"
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"source": [
"%use kotlin-dl\n",
"\n",
"val kinferenceVersion = \"0.2.26\"\n",
"val ktorVersion = \"3.0.3\"\n",
"val kinferenceVersion = \"0.2.27\"\n",
"val ktorVersion = \"3.3.3\"\n",
"\n",
"USE {\n",
" repositories {\n",
Expand All @@ -39,8 +46,13 @@
{
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Expand Down Expand Up @@ -76,8 +88,13 @@
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Expand Down Expand Up @@ -144,8 +161,13 @@
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Expand All @@ -160,8 +182,13 @@
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Expand All @@ -183,8 +210,13 @@
{
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Expand All @@ -198,8 +230,13 @@
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Expand Down Expand Up @@ -245,8 +282,13 @@
{
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Expand Down Expand Up @@ -276,8 +318,13 @@
{
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Expand All @@ -292,8 +339,13 @@
{
"metadata": {
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"start_time": "2025-02-10T13:02:41.686551Z"
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"cell_type": "code",
Expand Down Expand Up @@ -327,9 +379,8 @@
"output_type": "stream",
"text": [
"Downloading model from: https://github.com/onnx/models/raw/main/validated/vision/classification/caffenet/model/caffenet-12.onnx\n",
"File already exists at /Users/pavel.gorgulov/Projects/Kotlin/Kotlin-AI-Examples/notebooks/kinference/.cache/CaffeNet.onnx. Skipping download.\n",
"Predefined directory doesn't exist. Creating directory at /Users/pavel.gorgulov/Projects/main_project/AI/Kotlin-AI-Examples/notebooks/kinference//.cache/.\n",
"Downloading synset from: https://s3.amazonaws.com/onnx-model-zoo/synset.txt\n",
"File already exists at /Users/pavel.gorgulov/Projects/Kotlin/Kotlin-AI-Examples/notebooks/kinference/.cache/synset.txt. Skipping download.\n",
"Loading model...\n",
"Creating inputs...\n",
"Starting inference...\n",
Expand Down Expand Up @@ -1136,7 +1187,7 @@
]
}
],
"execution_count": 11
"execution_count": 10
}
],
"metadata": {
Expand Down
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