From f7e886d2efad82a08540232f07de5387cc9b4e0d Mon Sep 17 00:00:00 2001 From: Kazik Pogoda Date: Sat, 2 Nov 2024 18:42:15 +0100 Subject: [PATCH] Document content type support + organizing content types in new content package + refactoring --- src/commonMain/kotlin/Anthropic.kt | 18 ++- src/commonMain/kotlin/AnthropicJson.kt | 10 +- src/commonMain/kotlin/content/Document.kt | 42 +++++++ .../{image/Images.kt => content/Image.kt} | 2 +- .../kotlin/{text => content}/Text.kt | 2 +- src/commonMain/kotlin/content/Tool.kt | 115 ++++++++++++++++++ src/commonMain/kotlin/message/Messages.kt | 6 +- src/commonMain/kotlin/tool/Tools.kt | 104 +++------------- src/commonMain/kotlin/tool/bash/Bash.kt | 2 +- .../kotlin/tool/computer/Computer.kt | 2 +- .../kotlin/tool/editor/TextEditor.kt | 2 +- src/commonTest/kotlin/AnthropicTest.kt | 33 +---- src/commonTest/kotlin/content/DocumentTest.kt | 56 +++++++++ src/commonTest/kotlin/content/ImageTest.kt | 57 +++++++++ .../kotlin/message/MessageRequestTest.kt | 70 ++++++++++- .../kotlin/message/MessageResponseTest.kt | 2 +- .../kotlin/message/ToolResultTest.kt | 28 +---- .../kotlin/tool/AnthropicTestTools.kt | 22 ++-- src/commonTest/kotlin/tool/ToolChoiceTest.kt | 81 ++++++++++++ .../{UsableToolTest.kt => ToolInputTest.kt} | 13 +- src/jvmMain/kotlin/content/JvmDocument.kt | 17 +++ .../JvmImages.kt => content/JvmImage.kt} | 2 +- .../kotlin/tool/computer/JvmComputer.kt | 6 +- .../kotlin/tool/editor/JvmTextEditor.kt | 14 ++- src/jvmTest/kotlin/JvmTestPackage.kt | 1 + src/jvmTest/kotlin/StructuredOutputTest.kt | 7 -- src/jvmTest/kotlin/content/JvmDocumentTest.kt | 54 ++++++++ test-data/financial-disclosure-report.png | Bin 296888 -> 0 bytes test-data/minimal.pdf | Bin 0 -> 747 bytes 29 files changed, 574 insertions(+), 194 deletions(-) create mode 100644 src/commonMain/kotlin/content/Document.kt rename src/commonMain/kotlin/{image/Images.kt => content/Image.kt} (97%) rename src/commonMain/kotlin/{text => content}/Text.kt (89%) create mode 100644 src/commonMain/kotlin/content/Tool.kt create mode 100644 src/commonTest/kotlin/content/DocumentTest.kt create mode 100644 src/commonTest/kotlin/content/ImageTest.kt create mode 100644 src/commonTest/kotlin/tool/ToolChoiceTest.kt rename src/commonTest/kotlin/tool/{UsableToolTest.kt => ToolInputTest.kt} (88%) create mode 100644 src/jvmMain/kotlin/content/JvmDocument.kt rename src/jvmMain/kotlin/{image/JvmImages.kt => content/JvmImage.kt} (78%) create mode 100644 src/jvmTest/kotlin/JvmTestPackage.kt delete mode 100644 src/jvmTest/kotlin/StructuredOutputTest.kt create mode 100644 src/jvmTest/kotlin/content/JvmDocumentTest.kt delete mode 100644 test-data/financial-disclosure-report.png create mode 100644 test-data/minimal.pdf diff --git a/src/commonMain/kotlin/Anthropic.kt b/src/commonMain/kotlin/Anthropic.kt index b9129e4..347f619 100644 --- a/src/commonMain/kotlin/Anthropic.kt +++ b/src/commonMain/kotlin/Anthropic.kt @@ -4,10 +4,10 @@ import com.xemantic.anthropic.error.AnthropicException import com.xemantic.anthropic.error.ErrorResponse import com.xemantic.anthropic.event.Event import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.content.ToolUse import com.xemantic.anthropic.message.MessageRequest import com.xemantic.anthropic.message.MessageResponse import com.xemantic.anthropic.tool.BuiltInTool -import com.xemantic.anthropic.tool.ToolUse import com.xemantic.anthropic.tool.Tool import com.xemantic.anthropic.tool.ToolInput import io.ktor.client.HttpClient @@ -27,7 +27,7 @@ import io.ktor.http.HttpStatusCode import io.ktor.http.contentType import io.ktor.serialization.kotlinx.json.json import kotlinx.coroutines.flow.Flow -import kotlinx.coroutines.flow.filter +import kotlinx.coroutines.flow.filterNotNull import kotlinx.coroutines.flow.flow import kotlinx.coroutines.flow.map @@ -172,7 +172,14 @@ class Anthropic internal constructor( is MessageResponse -> response.apply { content.filterIsInstance() .forEach { toolUse -> - toolUse.tool = toolMap[toolUse.name]!! + val tool = toolMap[toolUse.name] + if (tool != null) { + toolUse.tool = tool + } else { + // Sometimes it happens that Claude is sending non-defined tool name in tool use + // TODO in the future it should go to the stderr + println("Error!!! Unexpected tool use: ${toolUse.name}") + } } } is ErrorResponse -> throw AnthropicException( @@ -206,8 +213,9 @@ class Anthropic internal constructor( } ) { incoming - .filter { it.data != null } - .map { anthropicJson.decodeFromString(it.data!!) } + .map { it.data } + .filterNotNull() + .map { anthropicJson.decodeFromString(it) } .collect { emit(it) } diff --git a/src/commonMain/kotlin/AnthropicJson.kt b/src/commonMain/kotlin/AnthropicJson.kt index 07c1501..a8c2119 100644 --- a/src/commonMain/kotlin/AnthropicJson.kt +++ b/src/commonMain/kotlin/AnthropicJson.kt @@ -1,16 +1,17 @@ package com.xemantic.anthropic import com.xemantic.anthropic.batch.MessageBatchResponse +import com.xemantic.anthropic.content.Document import com.xemantic.anthropic.error.ErrorResponse -import com.xemantic.anthropic.image.Image +import com.xemantic.anthropic.content.Image import com.xemantic.anthropic.message.Content import com.xemantic.anthropic.message.MessageResponse -import com.xemantic.anthropic.text.Text +import com.xemantic.anthropic.content.Text +import com.xemantic.anthropic.content.ToolResult +import com.xemantic.anthropic.content.ToolUse import com.xemantic.anthropic.tool.BuiltInTool import com.xemantic.anthropic.tool.DefaultTool import com.xemantic.anthropic.tool.Tool -import com.xemantic.anthropic.tool.ToolResult -import com.xemantic.anthropic.tool.ToolUse import com.xemantic.anthropic.tool.bash.Bash import com.xemantic.anthropic.tool.computer.Computer import com.xemantic.anthropic.tool.editor.TextEditor @@ -42,6 +43,7 @@ private val anthropicSerializersModule = SerializersModule { subclass(Image::class) subclass(ToolUse::class) subclass(ToolResult::class) + subclass(Document::class) } polymorphicDefaultDeserializer(Tool::class) { ToolSerializer } polymorphicDefaultSerializer(Tool::class) { ToolSerializer } diff --git a/src/commonMain/kotlin/content/Document.kt b/src/commonMain/kotlin/content/Document.kt new file mode 100644 index 0000000..3cc70c5 --- /dev/null +++ b/src/commonMain/kotlin/content/Document.kt @@ -0,0 +1,42 @@ +package com.xemantic.anthropic.content + +import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.message.Content +import kotlinx.serialization.SerialName +import kotlinx.serialization.Serializable + +@Serializable +@SerialName("document") +data class Document( + val source: Source, + @SerialName("cache_control") + override val cacheControl: CacheControl? = null +) : Content() { + + enum class MediaType { + @SerialName("application/pdf") + APPLICATION_PDF + } + + @Serializable + data class Source( + val type: Type = Type.BASE64, + @SerialName("media_type") + val mediaType: MediaType, + val data: String + ) { + + enum class Type { + @SerialName("base64") + BASE64 + } + + } + + class Builder { + var data: ByteArray? = null + var mediaType: MediaType? = null + var cacheControl: CacheControl? = null + } + +} diff --git a/src/commonMain/kotlin/image/Images.kt b/src/commonMain/kotlin/content/Image.kt similarity index 97% rename from src/commonMain/kotlin/image/Images.kt rename to src/commonMain/kotlin/content/Image.kt index 0c4b607..45f2312 100644 --- a/src/commonMain/kotlin/image/Images.kt +++ b/src/commonMain/kotlin/content/Image.kt @@ -1,4 +1,4 @@ -package com.xemantic.anthropic.image +package com.xemantic.anthropic.content import com.xemantic.anthropic.cache.CacheControl import com.xemantic.anthropic.message.Content diff --git a/src/commonMain/kotlin/text/Text.kt b/src/commonMain/kotlin/content/Text.kt similarity index 89% rename from src/commonMain/kotlin/text/Text.kt rename to src/commonMain/kotlin/content/Text.kt index f6c91da..6df58ff 100644 --- a/src/commonMain/kotlin/text/Text.kt +++ b/src/commonMain/kotlin/content/Text.kt @@ -1,4 +1,4 @@ -package com.xemantic.anthropic.text +package com.xemantic.anthropic.content import com.xemantic.anthropic.cache.CacheControl import com.xemantic.anthropic.message.Content diff --git a/src/commonMain/kotlin/content/Tool.kt b/src/commonMain/kotlin/content/Tool.kt new file mode 100644 index 0000000..a5f823e --- /dev/null +++ b/src/commonMain/kotlin/content/Tool.kt @@ -0,0 +1,115 @@ +package com.xemantic.anthropic.content + +import com.xemantic.anthropic.anthropicJson +import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.message.Content +import com.xemantic.anthropic.message.toNullIfEmpty +import com.xemantic.anthropic.tool.Tool +import com.xemantic.anthropic.tool.ToolInput +import kotlinx.serialization.SerialName +import kotlinx.serialization.Serializable +import kotlinx.serialization.Transient +import kotlinx.serialization.json.JsonObject +import kotlin.collections.plus +import kotlin.contracts.ExperimentalContracts +import kotlin.contracts.InvocationKind +import kotlin.contracts.contract + +@Serializable +@SerialName("tool_use") +data class ToolUse( + val id: String, + val name: String, + val input: JsonObject, + @SerialName("cache_control") + override val cacheControl: CacheControl? = null +) : Content() { + + @Transient + @PublishedApi + internal lateinit var tool: Tool + + @PublishedApi + internal fun decodeInput() = anthropicJson.decodeFromJsonElement( + deserializer = tool.inputSerializer, + element = input + ).apply(tool.inputInitializer) + + inline fun input(): T = (decodeInput() as T) + + suspend fun use(): ToolResult { + return try { + if (::tool.isInitialized) { + val toolInput = decodeInput() + toolInput.use(toolUseId = id) + } else { + ToolResult(toolUseId = id) { + error("Cannot use unknown tool: $name") + } + } + } catch (e: Exception) { + e.printStackTrace() + ToolResult(toolUseId = id) { + error(e.message ?: "Unknown error occurred") + } + } + } + +} + +@Serializable +@SerialName("tool_result") +data class ToolResult( + @SerialName("tool_use_id") + val toolUseId: String, + val content: List? = null, + @SerialName("is_error") + val isError: Boolean? = false, + @SerialName("cache_control") + override val cacheControl: CacheControl? = null +) : Content() { + + class Builder { + + var content: List = emptyList() + var isError: Boolean? = null + var cacheControl: CacheControl? = null + + fun content(message: String) { + content = listOf(Text(text = message)) + } + + fun error(message: String) { + content(message) + isError = true + } + + operator fun List.unaryPlus() { + content += this + } + + operator fun String.unaryPlus() { + content(this) + } + + } + +} + +@OptIn(ExperimentalContracts::class) +fun ToolResult( + toolUseId: String, + block: ToolResult.Builder.() -> Unit = {} +): ToolResult { + contract { + callsInPlace(block, InvocationKind.EXACTLY_ONCE) + } + val builder = ToolResult.Builder() + builder.apply(block) + return ToolResult( + toolUseId = toolUseId, + content = builder.content.toNullIfEmpty(), + isError = if (builder.isError == null) false else null, + cacheControl = builder.cacheControl + ) +} diff --git a/src/commonMain/kotlin/message/Messages.kt b/src/commonMain/kotlin/message/Messages.kt index 154edf8..38391b4 100644 --- a/src/commonMain/kotlin/message/Messages.kt +++ b/src/commonMain/kotlin/message/Messages.kt @@ -3,7 +3,7 @@ package com.xemantic.anthropic.message import com.xemantic.anthropic.Model import com.xemantic.anthropic.Response import com.xemantic.anthropic.cache.CacheControl -import com.xemantic.anthropic.text.Text +import com.xemantic.anthropic.content.Text import com.xemantic.anthropic.tool.Tool import com.xemantic.anthropic.tool.ToolChoice import com.xemantic.anthropic.tool.ToolInput @@ -110,7 +110,7 @@ data class MessageRequest( "No tool with such name defined in Anthropic client: $name" } tools = listOf(tool) - toolChoice = ToolChoice.Tool(name = tool.name) + toolChoice = ToolChoice.Tool(name = tool.name, disableParallelToolUse = true) } fun messages(vararg messages: Message) { @@ -215,7 +215,7 @@ data class System( ) { enum class Type { - @SerialName("text") + @SerialName("content/text") TEXT } diff --git a/src/commonMain/kotlin/tool/Tools.kt b/src/commonMain/kotlin/tool/Tools.kt index 7b401b0..2742e86 100644 --- a/src/commonMain/kotlin/tool/Tools.kt +++ b/src/commonMain/kotlin/tool/Tools.kt @@ -1,12 +1,10 @@ package com.xemantic.anthropic.tool -import com.xemantic.anthropic.anthropicJson import com.xemantic.anthropic.cache.CacheControl -import com.xemantic.anthropic.message.Content import com.xemantic.anthropic.schema.Description import com.xemantic.anthropic.schema.JsonSchema import com.xemantic.anthropic.schema.jsonSchemaOf -import com.xemantic.anthropic.text.Text +import com.xemantic.anthropic.content.ToolResult import kotlinx.serialization.ExperimentalSerializationApi import kotlinx.serialization.KSerializer import kotlinx.serialization.MetaSerializable @@ -15,7 +13,6 @@ import kotlinx.serialization.Serializable import kotlinx.serialization.SerializationException import kotlinx.serialization.Transient import kotlinx.serialization.json.JsonClassDiscriminator -import kotlinx.serialization.json.JsonObject import kotlinx.serialization.serializer @Serializable @@ -156,104 +153,33 @@ inline fun Tool( } -@Serializable -@SerialName("tool_use") -data class ToolUse( - @SerialName("cache_control") - override val cacheControl: CacheControl? = null, - val id: String, - val name: String, - val input: JsonObject -) : Content() { - - @Transient - @PublishedApi - internal lateinit var tool: Tool - - @PublishedApi - internal fun decodeInput() = anthropicJson.decodeFromJsonElement( - deserializer = tool.inputSerializer, - element = input - ).apply(tool.inputInitializer) - - inline fun input(): T = (decodeInput() as T) - - suspend fun use(): ToolResult { - val toolInput = decodeInput() - return try { - toolInput.use(toolUseId = id) - } catch (e: Exception) { - e.printStackTrace() - ToolResult( - toolUseId = id, - isError = true, - content = listOf( - Text( - text = e.message ?: "Unknown error occurred" - ) - ) - ) - } - } - -} - - -@Serializable -@SerialName("tool_result") -data class ToolResult( - @SerialName("tool_use_id") - val toolUseId: String, - val content: List, // TODO only Text, Image allowed here, should be accessible in gthe builder - @SerialName("is_error") - val isError: Boolean = false, - @SerialName("cache_control") - override val cacheControl: CacheControl? = null -) : Content() - -fun ToolResult( - toolUseId: String, - text: String -): ToolResult = ToolResult( - toolUseId, - content = listOf(Text(text)) -) - -inline fun ToolResult( - toolUseId: String, - value: T -): ToolResult = ToolResult( - toolUseId, - content = listOf( - Text( - anthropicJson.encodeToString( - serializer = serializer(), - value = value - ) - ) - ) -) - @Serializable @JsonClassDiscriminator("type") @OptIn(ExperimentalSerializationApi::class) -sealed class ToolChoice( - @SerialName("disable_parallel_tool_use") - val disableParallelToolUse: Boolean? = false -) { +sealed class ToolChoice { + + abstract val disableParallelToolUse: Boolean? @Serializable @SerialName("auto") - class Auto : ToolChoice() + class Auto( + @SerialName("disable_parallel_tool_use") + override val disableParallelToolUse: Boolean? = null + ) : ToolChoice() @Serializable @SerialName("any") - class Any : ToolChoice() + class Any( + @SerialName("disable_parallel_tool_use") + override val disableParallelToolUse: Boolean? = null + ) : ToolChoice() @Serializable @SerialName("tool") class Tool( - val name: String + val name: String, + @SerialName("disable_parallel_tool_use") + override val disableParallelToolUse: Boolean? = null ) : ToolChoice() } diff --git a/src/commonMain/kotlin/tool/bash/Bash.kt b/src/commonMain/kotlin/tool/bash/Bash.kt index 47ed43f..203840b 100644 --- a/src/commonMain/kotlin/tool/bash/Bash.kt +++ b/src/commonMain/kotlin/tool/bash/Bash.kt @@ -1,9 +1,9 @@ package com.xemantic.anthropic.tool.bash import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.content.ToolResult import com.xemantic.anthropic.tool.BuiltInTool import com.xemantic.anthropic.tool.ToolInput -import com.xemantic.anthropic.tool.ToolResult import kotlinx.serialization.ExperimentalSerializationApi import kotlinx.serialization.SerialName import kotlinx.serialization.Serializable diff --git a/src/commonMain/kotlin/tool/computer/Computer.kt b/src/commonMain/kotlin/tool/computer/Computer.kt index cfa45b7..9f113a0 100644 --- a/src/commonMain/kotlin/tool/computer/Computer.kt +++ b/src/commonMain/kotlin/tool/computer/Computer.kt @@ -1,8 +1,8 @@ package com.xemantic.anthropic.tool.computer import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.content.ToolResult import com.xemantic.anthropic.tool.BuiltInTool -import com.xemantic.anthropic.tool.ToolResult import com.xemantic.anthropic.tool.ToolInput import kotlinx.serialization.ExperimentalSerializationApi import kotlinx.serialization.SerialName diff --git a/src/commonMain/kotlin/tool/editor/TextEditor.kt b/src/commonMain/kotlin/tool/editor/TextEditor.kt index f7a2ee7..f0c616d 100644 --- a/src/commonMain/kotlin/tool/editor/TextEditor.kt +++ b/src/commonMain/kotlin/tool/editor/TextEditor.kt @@ -1,9 +1,9 @@ package com.xemantic.anthropic.tool.editor import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.content.ToolResult import com.xemantic.anthropic.tool.BuiltInTool import com.xemantic.anthropic.tool.ToolInput -import com.xemantic.anthropic.tool.ToolResult import kotlinx.serialization.ExperimentalSerializationApi import kotlinx.serialization.SerialName import kotlinx.serialization.Serializable diff --git a/src/commonTest/kotlin/AnthropicTest.kt b/src/commonTest/kotlin/AnthropicTest.kt index 427ef59..0fb00a5 100644 --- a/src/commonTest/kotlin/AnthropicTest.kt +++ b/src/commonTest/kotlin/AnthropicTest.kt @@ -2,7 +2,6 @@ package com.xemantic.anthropic import com.xemantic.anthropic.event.Delta.TextDelta import com.xemantic.anthropic.event.Event -import com.xemantic.anthropic.image.Image import com.xemantic.anthropic.message.Message import com.xemantic.anthropic.message.Role import com.xemantic.anthropic.message.StopReason @@ -11,8 +10,8 @@ import com.xemantic.anthropic.tool.Calculator import com.xemantic.anthropic.tool.DatabaseQuery import com.xemantic.anthropic.tool.FibonacciTool import com.xemantic.anthropic.tool.TestDatabase -import com.xemantic.anthropic.text.Text -import com.xemantic.anthropic.tool.ToolUse +import com.xemantic.anthropic.content.Text +import com.xemantic.anthropic.content.ToolUse import io.kotest.assertions.assertSoftly import io.kotest.matchers.ints.shouldBeGreaterThan import io.kotest.matchers.shouldBe @@ -56,34 +55,6 @@ class AnthropicTest { } } - @Test - fun shouldReadTextFooFromTestImage() = runTest { - // given - val client = Anthropic() - - // when - val response = client.messages.create { - +Message { - +Image( - source = Image.Source( - data = "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", - mediaType = Image.MediaType.IMAGE_PNG - ) - ) - +"What's on this picture?" - } - } - - // then - assertSoftly(response) { - stopReason shouldBe StopReason.END_TURN - content.size shouldBe 1 - content[0] shouldBe instanceOf() - val text = content[0] as Text - text.text.uppercase() shouldContain "FOO" - } - } - @Test fun shouldStreamTheResponse() = runTest { // given diff --git a/src/commonTest/kotlin/content/DocumentTest.kt b/src/commonTest/kotlin/content/DocumentTest.kt new file mode 100644 index 0000000..528c3bf --- /dev/null +++ b/src/commonTest/kotlin/content/DocumentTest.kt @@ -0,0 +1,56 @@ +package com.xemantic.anthropic.content + +import com.xemantic.anthropic.Anthropic +import com.xemantic.anthropic.message.Message +import com.xemantic.anthropic.message.StopReason +import io.kotest.assertions.assertSoftly +import io.kotest.matchers.shouldBe +import io.kotest.matchers.string.shouldContain +import io.kotest.matchers.types.instanceOf +import kotlinx.coroutines.test.runTest +import org.junit.jupiter.api.Test + +const val testPdf = "JVBERi0xLjEKJcKlwrHDqwoKMSAwIG9iagogIDw8IC9UeXBlIC9DYXRhbG9nCiAgICAgL1BhZ2VzIDIgMCBSCiAgPj4KZW5" + + "kb2JqCgoyIDAgb2JqCiAgPDwgL1R5cGUgL1BhZ2VzCiAgICAgL0tpZHMgWzMgMCBSXQogICAgIC9Db3VudCAxCiAgICAgL01lZGlhQm94IFswID" + + "AgMzAwIDE0NF0KICA+PgplbmRvYmoKCjMgMCBvYmoKICA8PCAgL1R5cGUgL1BhZ2UKICAgICAgL1BhcmVudCAyIDAgUgogICAgICAvUmVzb3VyY" + + "2VzCiAgICAgICA8PCAvRm9udAogICAgICAgICAgIDw8IC9GMQogICAgICAgICAgICAgICA8PCAvVHlwZSAvRm9udAogICAgICAgICAgICAgICAg" + + "ICAvU3VidHlwZSAvVHlwZTEKICAgICAgICAgICAgICAgICAgL0Jhc2VGb250IC9UaW1lcy1Sb21hbgogICAgICAgICAgICAgICA+PgogICAgICA" + + "gICAgID4+CiAgICAgICA+PgogICAgICAvQ29udGVudHMgNCAwIFIKICA+PgplbmRvYmoKCjQgMCBvYmoKICA8PCAvTGVuZ3RoIDU1ID4+CnN0cm" + + "VhbQogIEJUCiAgICAvRjEgMTggVGYKICAgIDAgMCBUZAogICAgKEhlbGxvIFdvcmxkKSBUagogIEVUCmVuZHN0cmVhbQplbmRvYmoKCnhyZWYKM" + + "CA1CjAwMDAwMDAwMDAgNjU1MzUgZiAKMDAwMDAwMDAxOCAwMDAwMCBuIAowMDAwMDAwMDc3IDAwMDAwIG4gCjAwMDAwMDAxNzggMDAwMDAgbiAK" + + "MDAwMDAwMDQ1NyAwMDAwMCBuIAp0cmFpbGVyCiAgPDwgIC9Sb290IDEgMCBSCiAgICAgIC9TaXplIDUKICA+PgpzdGFydHhyZWYKNTY1CiUlRU9" + + "GCg==" + +class DocumentTest { + + @Test + fun shouldReadTextFooFromTestImage() = runTest { + // given + val client = Anthropic { + anthropicBeta = "pdfs-2024-09-25" + } + + // when + val response = client.messages.create { + +Message { + +Document( + source = Document.Source( + mediaType = Document.MediaType.APPLICATION_PDF, + data = testPdf + ) + ) + +"What's in the document?" + } + } + + // then + assertSoftly(response) { + stopReason shouldBe StopReason.END_TURN + content.size shouldBe 1 + content[0] shouldBe instanceOf() + val text = content[0] as Text + text.text.uppercase() shouldContain "HELLO WORLD" + } + } + +} diff --git a/src/commonTest/kotlin/content/ImageTest.kt b/src/commonTest/kotlin/content/ImageTest.kt new file mode 100644 index 0000000..2b8b852 --- /dev/null +++ b/src/commonTest/kotlin/content/ImageTest.kt @@ -0,0 +1,57 @@ +package com.xemantic.anthropic.content + +import com.xemantic.anthropic.Anthropic +import com.xemantic.anthropic.message.Message +import com.xemantic.anthropic.message.StopReason +import io.kotest.assertions.assertSoftly +import io.kotest.matchers.shouldBe +import io.kotest.matchers.string.shouldContain +import io.kotest.matchers.types.instanceOf +import kotlinx.coroutines.test.runTest +import org.junit.jupiter.api.Test + +const val testImage = "iVBORw0KGgoAAAANSUhEUgAAAEAAAABACAYAAACqaXHeAAAACXBIWXMAABOvAAATrwFj5o7DAAAAGXRFWHRTb2Z0d2FyZ" + + "QB3d3cuaW5rc2NhcGUub3Jnm+48GgAAA61JREFUeJztmNtrFVcUxn/b+lYwxEuN8RKR1giiQmqxEomCghSU0krBUpqiTyraUn3oU+m/UPsoiD6J" + + "iiBeW4T64P1FKBSLGlBDjE21NV7r/SwfZp1zhmHPmRnjnPWQ/cFmcfZe69tfvuyZWTNORBjNGGMtwBrBAGsB1ggGWAuwRjDAWoA1ggHWAqwRDLA" + + "WYI1ggLUAawQDrAVYIxhgLcAawQBrAdYIBlgLsMbYZm/onGsBJhOZPyQi90bINw5oA94B/hGRu4Xq0z6LO+d2AT0FuM6IyDcpXJOArcBnQGdi+T" + + "KwD/glr3jnXCvwPfA5MDex3AfsV77bmWQi4h3Ar4AUGCdSeNYC9xO5j4Gnibn/gDVpemJ8nwJ3E7X/A08Sc/eBrzL5chjwB/BFjtHj4dgAVJTnJ" + + "rAZmKJrY4CZwI/AHc15BaxvoOlr4KXmDhGdqum65oDpwA+6Jrr3lpEa8FuWiyn1i4DnyvE70NogtwP4U3OfAQs8OfP1Py3AWWBSA7524KLmvgA+" + + "tjDgtNb3AS058juAR2mXE3Bc1waAiTn42oBhrTnXVAOArti1mHqkPXU/xY5uZ2y+M3YpfVeAb1tMR5cvp6w+YIXGCnCgQN1ejQ5YFZtfrnMQPTG" + + "K8FUfc6t9CWUZsEjjZRF5kLdIRK4At/TnHA/fgIgMFeAbBK56+GrIY8BK55xkjPWJmvc0/p1XbAxVA6aWyFdDWSdgnMZHb1Bb7QzHv2W+Cb7FPK" + + "3weWBLRk5/4ve/Gt/NwZ9Ei8b4H/u2+WrIY8ADEblYcNObGjuKFDnnHDBLf14bKZ/ifQ9fDWVdAqc1fuCcm1agbh71o3ohNn9KY5tzznsz88E5N" + + "wuY4eGroSwDDhB1dAAbC9Rt0vgMOBqbPwI8TOQU4XsFHPRmlNgJ7tT6J6Q0IYn8Hup9/g7P+s/UW9vuHHwL1UgB9jS1E9T6yUSPICF62VnaIPcT" + + "oru1AIN4+nygFbiuOcPAygZ8y4hunNW9pzbdAOXoov6mVwEOAb1AN7AEWEe9x6+K/bAB39yYqQIcU45uHb26R7VtHs46LaUaoDwdwImYaN+o6H4" + + "zc/C1A4cz+AQ4CczO4mv0RehbdfwvEdnuTSoA59xioo8jHwFTiO4N/UTfG3ZL1AYX4VsIfEnUJrcTvXrfIHqt3i0il3LxpBkwWjDqvwoHA6wFWC" + + "MYYC3AGsEAawHWCAZYC7BGMMBagDWCAdYCrBEMsBZgjWCAtQBrBAOsBVgjGGAtwBqvASNwHwnSLggJAAAAAElFTkSuQmCC" + +class ImageTest { + + @Test + fun shouldReadTextFooFromTestImage() = runTest { + // given + val client = Anthropic() + + // when + val response = client.messages.create { + +Message { + +Image( + source = Image.Source( + data = testImage, + mediaType = Image.MediaType.IMAGE_PNG + ) + ) + +"What's on this picture?" + } + } + + // then + assertSoftly(response) { + stopReason shouldBe StopReason.END_TURN + content.size shouldBe 1 + content[0] shouldBe instanceOf() + val text = content[0] as Text + text.text.uppercase() shouldContain "FOO" + } + } + +} diff --git a/src/commonTest/kotlin/message/MessageRequestTest.kt b/src/commonTest/kotlin/message/MessageRequestTest.kt index 044962e..148a1e6 100644 --- a/src/commonTest/kotlin/message/MessageRequestTest.kt +++ b/src/commonTest/kotlin/message/MessageRequestTest.kt @@ -1,11 +1,12 @@ package com.xemantic.anthropic.message +import com.xemantic.anthropic.content.ToolResult import com.xemantic.anthropic.message.MessageRequestTest.TemperatureUnit import com.xemantic.anthropic.schema.Description import com.xemantic.anthropic.test.testJson import com.xemantic.anthropic.tool.AnthropicTool import com.xemantic.anthropic.tool.Tool -import com.xemantic.anthropic.tool.ToolResult +import com.xemantic.anthropic.tool.ToolChoice import com.xemantic.anthropic.tool.ToolInput import com.xemantic.anthropic.tool.bash.Bash import com.xemantic.anthropic.tool.computer.Computer @@ -28,7 +29,7 @@ data class GetWeather( override suspend fun use( toolUseId: String - ) = ToolResult(toolUseId, "42") + ) = ToolResult(toolUseId) { +"42" } } @@ -162,6 +163,71 @@ class MessageRequestTest { """.trimIndent() } + @Test + fun shouldCreateMessageRequestWithExplicitToolChoice() { + // given + val request = MessageRequest { + +Message { + +"What's the weather in Berlin?" + } + tools = listOf( + Tool() + ) + toolChoice = ToolChoice.Tool( + name = "get_weather", + disableParallelToolUse = true + ) + } + + // when + val json = testJson.encodeToString(request) + + // then + json shouldEqualJson """ + { + "model": "claude-3-5-sonnet-latest", + "messages": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "What's the weather in Berlin?" + } + ] + } + ], + "max_tokens": 8182, + "tool_choice": { + "type": "tool", + "name": "get_weather", + "disable_parallel_tool_use": true + }, + "tools": [ + { + "name": "get_weather", + "description": "Get the current weather in a given location", + "input_schema": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"], + "description": "The unit of temperature, either 'celsius' or 'fahrenheit'" + } + }, + "required": ["location"] + } + } + ] + } + """.trimIndent() + } + @Test fun shouldDeserializeMessageRequestForExampleStoredOnDisk() { // given diff --git a/src/commonTest/kotlin/message/MessageResponseTest.kt b/src/commonTest/kotlin/message/MessageResponseTest.kt index 01131a6..c174e06 100644 --- a/src/commonTest/kotlin/message/MessageResponseTest.kt +++ b/src/commonTest/kotlin/message/MessageResponseTest.kt @@ -1,8 +1,8 @@ package com.xemantic.anthropic.message import com.xemantic.anthropic.Response +import com.xemantic.anthropic.content.ToolUse import com.xemantic.anthropic.test.testJson -import com.xemantic.anthropic.tool.ToolUse import com.xemantic.anthropic.usage.Usage import io.kotest.assertions.assertSoftly import io.kotest.matchers.shouldBe diff --git a/src/commonTest/kotlin/message/ToolResultTest.kt b/src/commonTest/kotlin/message/ToolResultTest.kt index 9a1d7bf..cb24162 100644 --- a/src/commonTest/kotlin/message/ToolResultTest.kt +++ b/src/commonTest/kotlin/message/ToolResultTest.kt @@ -1,36 +1,20 @@ package com.xemantic.anthropic.message -import com.xemantic.anthropic.text.Text -import com.xemantic.anthropic.tool.ToolResult +import com.xemantic.anthropic.content.Text +import com.xemantic.anthropic.content.ToolResult import io.kotest.matchers.shouldBe -import kotlinx.serialization.Serializable import kotlin.test.Test class ToolResultTest { @Test - fun shouldCreateToolResultForSingleString() { - ToolResult( - toolUseId = "42", - "foo" - ) shouldBe ToolResult( + fun shouldCreateToolResultForSingleContentString() { + ToolResult(toolUseId = "42") { + +"foo" + } shouldBe ToolResult( toolUseId = "42", content = listOf(Text(text = "foo")) ) } - @Serializable - data class Foo(val bar: String) - - @Test - fun shouldCreateToolResultForSerializableInstance() { - ToolResult( - toolUseId = "42", - Foo("buzz") - ) shouldBe ToolResult( - toolUseId = "42", - content = listOf(Text(text = "{\"bar\":\"buzz\"}")) - ) - } - } diff --git a/src/commonTest/kotlin/tool/AnthropicTestTools.kt b/src/commonTest/kotlin/tool/AnthropicTestTools.kt index c9a1579..74d32d1 100644 --- a/src/commonTest/kotlin/tool/AnthropicTestTools.kt +++ b/src/commonTest/kotlin/tool/AnthropicTestTools.kt @@ -1,5 +1,6 @@ package com.xemantic.anthropic.tool +import com.xemantic.anthropic.content.ToolResult import com.xemantic.anthropic.schema.Description import kotlinx.serialization.Transient @@ -15,7 +16,9 @@ data class FibonacciTool(val n: Int): ToolInput { override suspend fun use( toolUseId: String, - ) = ToolResult(toolUseId, "${fibonacci(n)}") + ) = ToolResult(toolUseId) { + +"${fibonacci(n)}" + } } @@ -37,10 +40,9 @@ data class Calculator( DIVIDE({ a, b -> a / b }) } - override suspend fun use(toolUseId: String) = ToolResult( - toolUseId, - operation.calculate(a, b).toString() - ) + override suspend fun use(toolUseId: String) = ToolResult(toolUseId) { + +operation.calculate(a, b).toString() + } } @@ -69,9 +71,11 @@ data class DatabaseQuery( override suspend fun use( toolUseId: String - ) = ToolResult( - toolUseId, - text = database.execute(query).joinToString() - ) + ): ToolResult { + val result = database.execute(query).joinToString() + return ToolResult(toolUseId) { + +result + } + } } diff --git a/src/commonTest/kotlin/tool/ToolChoiceTest.kt b/src/commonTest/kotlin/tool/ToolChoiceTest.kt new file mode 100644 index 0000000..9817e37 --- /dev/null +++ b/src/commonTest/kotlin/tool/ToolChoiceTest.kt @@ -0,0 +1,81 @@ +package com.xemantic.anthropic.tool + +import com.xemantic.anthropic.test.testJson +import io.kotest.assertions.json.shouldEqualJson +import kotlinx.serialization.encodeToString +import kotlin.test.Test + +class ToolChoiceTest { + + // we are using list wrapping to trigger polymorphic deserializer + private val ToolChoice.json get() = testJson + .encodeToString(listOf(this)) + .removePrefix("[") + .removeSuffix("]") + + @Test + fun shouldSerializeToolChoiceAuto() { + + ToolChoice.Auto().json shouldEqualJson """ + { + "type": "auto" + } + """.trimIndent() + + ToolChoice.Auto( + disableParallelToolUse = true + ).json shouldEqualJson """ + { + "type": "auto", + "disable_parallel_tool_use": true + } + """.trimIndent() + + } + + @Test + fun shouldSerializeToolChoiceAny() { + + ToolChoice.Any().json shouldEqualJson """ + { + "type": "any" + } + """.trimIndent() + + ToolChoice.Any( + disableParallelToolUse = true + ).json shouldEqualJson """ + { + "type": "any", + "disable_parallel_tool_use": true + } + """.trimIndent() + + } + + @Test + fun shouldSerializeToolChoiceTool() { + + ToolChoice.Tool( + name = "foo" + ).json shouldEqualJson """ + { + "type": "tool", + "name": "foo" + } + """.trimIndent() + + ToolChoice.Tool( + name = "foo", + disableParallelToolUse = true + ).json shouldEqualJson """ + { + "type": "tool", + "name": "foo", + "disable_parallel_tool_use": true + } + """.trimIndent() + + } + +} diff --git a/src/commonTest/kotlin/tool/UsableToolTest.kt b/src/commonTest/kotlin/tool/ToolInputTest.kt similarity index 88% rename from src/commonTest/kotlin/tool/UsableToolTest.kt rename to src/commonTest/kotlin/tool/ToolInputTest.kt index 3a57e6e..c6b290f 100644 --- a/src/commonTest/kotlin/tool/UsableToolTest.kt +++ b/src/commonTest/kotlin/tool/ToolInputTest.kt @@ -1,6 +1,7 @@ package com.xemantic.anthropic.tool import com.xemantic.anthropic.cache.CacheControl +import com.xemantic.anthropic.content.ToolResult import com.xemantic.anthropic.schema.Description import com.xemantic.anthropic.schema.JsonSchema import com.xemantic.anthropic.schema.JsonSchemaProperty @@ -11,7 +12,7 @@ import kotlinx.serialization.Serializable import kotlinx.serialization.SerializationException import kotlin.test.Test -class UsableToolTest { +class ToolInputTest { @AnthropicTool("TestTool") @Description("Test tool receiving a message and outputting it back") @@ -21,7 +22,7 @@ class UsableToolTest { ) : ToolInput { override suspend fun use( toolUseId: String - ) = ToolResult(toolUseId, message) + ) = ToolResult(toolUseId) { +message } } @Test @@ -68,13 +69,13 @@ class UsableToolTest { class NoAnnotationTool : ToolInput { override suspend fun use( toolUseId: String - ) = ToolResult(toolUseId, "nothing") + ) = ToolResult(toolUseId) } @Test fun shouldFailToCreateToolWithoutAnthropicToolAnnotation() { shouldThrowWithMessage( - "Cannot find serializer for class com.xemantic.anthropic.tool.UsableToolTest\$NoAnnotationTool, " + + "Cannot find serializer for class com.xemantic.anthropic.tool.ToolInputTest\$NoAnnotationTool, " + "make sure that it is annotated with @AnthropicTool and kotlin.serialization plugin is enabled for the project" ) { Tool() @@ -85,13 +86,13 @@ class UsableToolTest { class OnlySerializableAnnotationTool : ToolInput { override suspend fun use( toolUseId: String - ) = ToolResult(toolUseId, "nothing") + ) = ToolResult(toolUseId) } @Test fun shouldFailToCreateToolWithOnlySerializableAnnotation() { shouldThrowWithMessage( - "The class com.xemantic.anthropic.tool.UsableToolTest\$OnlySerializableAnnotationTool must be annotated with @AnthropicTool" + "The class com.xemantic.anthropic.tool.ToolInputTest\$OnlySerializableAnnotationTool must be annotated with @AnthropicTool" ) { Tool() } diff --git a/src/jvmMain/kotlin/content/JvmDocument.kt b/src/jvmMain/kotlin/content/JvmDocument.kt new file mode 100644 index 0000000..f7877f6 --- /dev/null +++ b/src/jvmMain/kotlin/content/JvmDocument.kt @@ -0,0 +1,17 @@ +package com.xemantic.anthropic.content + +import java.io.File +import kotlin.io.encoding.Base64 +import kotlin.io.encoding.ExperimentalEncodingApi + +fun Document(path: String): Document = Document(File(path)) + +// TODO in the future this can be moved to jvmAndPosixMain +// TODO in the future, if more types are supported, the magic number should be used to determine the media type. +@OptIn(ExperimentalEncodingApi::class) +fun Document(path: File): Document = Document( + source = Document.Source( + mediaType = Document.MediaType.APPLICATION_PDF, + data = Base64.encode(path.readBytes()) + ) +) diff --git a/src/jvmMain/kotlin/image/JvmImages.kt b/src/jvmMain/kotlin/content/JvmImage.kt similarity index 78% rename from src/jvmMain/kotlin/image/JvmImages.kt rename to src/jvmMain/kotlin/content/JvmImage.kt index adda993..0fea6f8 100644 --- a/src/jvmMain/kotlin/image/JvmImages.kt +++ b/src/jvmMain/kotlin/content/JvmImage.kt @@ -1,4 +1,4 @@ -package com.xemantic.anthropic.image +package com.xemantic.anthropic.content import java.io.File diff --git a/src/jvmMain/kotlin/tool/computer/JvmComputer.kt b/src/jvmMain/kotlin/tool/computer/JvmComputer.kt index b6d861d..e1338cd 100644 --- a/src/jvmMain/kotlin/tool/computer/JvmComputer.kt +++ b/src/jvmMain/kotlin/tool/computer/JvmComputer.kt @@ -1,7 +1,7 @@ package com.xemantic.anthropic.tool.computer -import com.xemantic.anthropic.image.Image -import com.xemantic.anthropic.tool.ToolResult +import com.xemantic.anthropic.content.Image +import com.xemantic.anthropic.content.ToolResult import java.awt.Rectangle import java.awt.Robot import java.awt.Toolkit @@ -13,7 +13,7 @@ object JvmComputerService : ComputerService { override suspend fun use( toolUseId: String, input: Computer.Input - ): ToolResult = when (input.action) { + ) = when (input.action) { Action.SCREENSHOT -> ToolResult( toolUseId = toolUseId, content = listOf( diff --git a/src/jvmMain/kotlin/tool/editor/JvmTextEditor.kt b/src/jvmMain/kotlin/tool/editor/JvmTextEditor.kt index 653430d..6690b25 100644 --- a/src/jvmMain/kotlin/tool/editor/JvmTextEditor.kt +++ b/src/jvmMain/kotlin/tool/editor/JvmTextEditor.kt @@ -1,6 +1,6 @@ package com.xemantic.anthropic.tool.editor -import com.xemantic.anthropic.tool.ToolResult +import com.xemantic.anthropic.content.ToolResult import java.io.File object JvmTextEditorService : TextEditorService { @@ -8,14 +8,16 @@ object JvmTextEditorService : TextEditorService { override suspend fun use( toolUseId: String, input: TextEditor.Input - ): ToolResult = ToolResult( - toolUseId = toolUseId, - if (input.command == Command.VIEW) { + ): ToolResult { + val content = if (input.command == Command.VIEW) { File(input.path).readText() } else { - "Not implemented yet" + TODO("Not implemented yet") } - ) + return ToolResult(toolUseId) { + content(content) + } + } } diff --git a/src/jvmTest/kotlin/JvmTestPackage.kt b/src/jvmTest/kotlin/JvmTestPackage.kt new file mode 100644 index 0000000..9fe40e7 --- /dev/null +++ b/src/jvmTest/kotlin/JvmTestPackage.kt @@ -0,0 +1 @@ +package com.xemantic.anthropic \ No newline at end of file diff --git a/src/jvmTest/kotlin/StructuredOutputTest.kt b/src/jvmTest/kotlin/StructuredOutputTest.kt deleted file mode 100644 index 77a1410..0000000 --- a/src/jvmTest/kotlin/StructuredOutputTest.kt +++ /dev/null @@ -1,7 +0,0 @@ -package com.xemantic.anthropic - -/** - * This test case was moved - * (here)[https://github.com/xemantic/anthropic-sdk-kotlin-demo/blob/main/anthropic-sdk-kotlin-demo-jvm/src/main/kotlin/Demo07OcrToStructuredOutput.kt] - * as a demo. - */ diff --git a/src/jvmTest/kotlin/content/JvmDocumentTest.kt b/src/jvmTest/kotlin/content/JvmDocumentTest.kt new file mode 100644 index 0000000..224069c --- /dev/null +++ b/src/jvmTest/kotlin/content/JvmDocumentTest.kt @@ -0,0 +1,54 @@ +package com.xemantic.anthropic.content + +import com.xemantic.anthropic.message.Message +import com.xemantic.anthropic.message.MessageRequest +import com.xemantic.anthropic.test.testJson +import io.kotest.assertions.json.shouldEqualJson +import kotlinx.coroutines.test.runTest +import kotlinx.serialization.encodeToString +import org.junit.jupiter.api.Test + +class JvmDocumentTest { + + @Test + fun shouldSerializePdfToBase64InMessageRequest() = runTest { + val messageRequest = MessageRequest { + +Message { + +Document("test-data/minimal.pdf") + +"What's in the document?" + } + } + + // when + val request = testJson.encodeToString(messageRequest) + + // then + request shouldEqualJson """ + { + "model": "claude-3-5-sonnet-latest", + "messages": [ + { + "role": "user", + "content": [ + { + "type": "document", + "source": { + "type": "base64", + "media_type": "application/pdf", + "data": 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