diff --git a/bot/admin/server/src/main/kotlin/BotAdminService.kt b/bot/admin/server/src/main/kotlin/BotAdminService.kt
index da0a6d6568..c3162fe70f 100644
--- a/bot/admin/server/src/main/kotlin/BotAdminService.kt
+++ b/bot/admin/server/src/main/kotlin/BotAdminService.kt
@@ -28,48 +28,15 @@ import ai.tock.bot.admin.answer.SimpleAnswerConfiguration
 import ai.tock.bot.admin.bot.BotApplicationConfiguration
 import ai.tock.bot.admin.bot.BotApplicationConfigurationDAO
 import ai.tock.bot.admin.bot.BotConfiguration
+import ai.tock.bot.admin.bot.BotVersion
 import ai.tock.bot.admin.bot.rag.BotRAGConfiguration
 import ai.tock.bot.admin.bot.rag.BotRAGConfigurationDAO
-import ai.tock.bot.admin.bot.BotVersion
-import ai.tock.bot.admin.dialog.ApplicationDialogFlowData
-import ai.tock.bot.admin.dialog.DialogReportDAO
-import ai.tock.bot.admin.dialog.DialogReportQueryResult
-import ai.tock.bot.admin.dialog.RatingReportQueryResult
-import ai.tock.bot.admin.dialog.DialogReport
+import ai.tock.bot.admin.dialog.*
 import ai.tock.bot.admin.kotlin.compiler.KotlinFile
 import ai.tock.bot.admin.kotlin.compiler.client.KotlinCompilerClient
-import ai.tock.bot.admin.model.BotAnswerConfiguration
-import ai.tock.bot.admin.model.BotBuiltinAnswerConfiguration
-import ai.tock.bot.admin.model.BotConfiguredAnswer
-import ai.tock.bot.admin.model.BotConfiguredSteps
-import ai.tock.bot.admin.model.BotScriptAnswerConfiguration
-import ai.tock.bot.admin.model.BotSimpleAnswerConfiguration
-import ai.tock.bot.admin.model.BotStoryDefinitionConfiguration
-import ai.tock.bot.admin.model.BotStoryDefinitionConfigurationMandatoryEntity
-import ai.tock.bot.admin.model.BotStoryDefinitionConfigurationStep
-import ai.tock.bot.admin.model.CreateI18nLabelRequest
-import ai.tock.bot.admin.model.CreateStoryRequest
-import ai.tock.bot.admin.model.DialogFlowRequest
-import ai.tock.bot.admin.model.DialogsSearchQuery
-import ai.tock.bot.admin.model.Feature
-import ai.tock.bot.admin.model.StorySearchRequest
-import ai.tock.bot.admin.model.SummaryStorySearchRequest
-import ai.tock.bot.admin.model.UserSearchQuery
-import ai.tock.bot.admin.model.UserSearchQueryResult
-import ai.tock.bot.admin.story.StoryDefinitionConfiguration
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationByBotStep
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationDAO
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationFeature
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationMandatoryEntity
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationStep
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationSummaryExtended
-import ai.tock.bot.admin.story.StoryDefinitionConfigurationSummaryMinimumMetrics
-import ai.tock.bot.admin.story.dump.ScriptAnswerVersionedConfigurationDump
-import ai.tock.bot.admin.story.dump.StoriesImportMode
-import ai.tock.bot.admin.story.dump.StoryDefinitionConfigurationDump
-import ai.tock.bot.admin.story.dump.StoryDefinitionConfigurationDumpController
-import ai.tock.bot.admin.story.dump.StoryDefinitionConfigurationDumpImport
-import ai.tock.bot.admin.story.dump.StoryDefinitionConfigurationFeatureDump
+import ai.tock.bot.admin.model.*
+import ai.tock.bot.admin.story.*
+import ai.tock.bot.admin.story.dump.*
 import ai.tock.bot.admin.user.UserReportDAO
 import ai.tock.bot.connector.ConnectorType
 import ai.tock.bot.definition.IntentWithoutNamespace
@@ -83,33 +50,19 @@ import ai.tock.nlp.admin.AdminService
 import ai.tock.nlp.core.Intent
 import ai.tock.nlp.front.client.FrontClient
 import ai.tock.nlp.front.service.applicationDAO
-import ai.tock.nlp.front.shared.config.ApplicationDefinition
-import ai.tock.nlp.front.shared.config.Classification
-import ai.tock.nlp.front.shared.config.ClassifiedSentence
+import ai.tock.nlp.front.shared.config.*
 import ai.tock.nlp.front.shared.config.ClassifiedSentenceStatus.model
 import ai.tock.nlp.front.shared.config.ClassifiedSentenceStatus.validated
-import ai.tock.nlp.front.shared.config.EntityDefinition
-import ai.tock.nlp.front.shared.config.EntityTypeDefinition
-import ai.tock.nlp.front.shared.config.IntentDefinition
-import ai.tock.nlp.front.shared.config.SentencesQuery
-import ai.tock.shared.Dice
-import ai.tock.shared.defaultLocale
-import ai.tock.shared.injector
-import ai.tock.shared.provide
+import ai.tock.shared.*
 import ai.tock.shared.security.UserLogin
 import ai.tock.shared.vertx.WebVerticle.Companion.badRequest
-import ai.tock.shared.withoutNamespace
-import ai.tock.translator.I18nDAO
-import ai.tock.translator.I18nKeyProvider
-import ai.tock.translator.I18nLabel
-import ai.tock.translator.I18nLabelValue
-import ai.tock.translator.Translator
+import ai.tock.translator.*
 import com.github.salomonbrys.kodein.instance
 import mu.KotlinLogging
 import org.litote.kmongo.Id
 import org.litote.kmongo.toId
 import java.time.Instant
-import java.util.Locale
+import java.util.*
 
 object BotAdminService {
 
@@ -341,10 +294,6 @@ object BotAdminService {
         }
     }
 
-    fun getRAGConfiguration(namespace: String, botId: String): BotRAGConfiguration? {
-        return ragConfigurationDAO.findByNamespaceAndBotId(namespace, botId)
-    }
-
     fun searchStories(request: StorySearchRequest): List<StoryDefinitionConfigurationSummaryExtended> =
         storyDefinitionDAO.searchStoryDefinitionSummariesExtended(request.toSummaryRequest())
 
diff --git a/bot/admin/server/src/main/kotlin/BotAdminVerticle.kt b/bot/admin/server/src/main/kotlin/BotAdminVerticle.kt
index 440e9ae982..c8e6c162e2 100644
--- a/bot/admin/server/src/main/kotlin/BotAdminVerticle.kt
+++ b/bot/admin/server/src/main/kotlin/BotAdminVerticle.kt
@@ -24,33 +24,9 @@ import ai.tock.bot.admin.BotAdminService.importStories
 import ai.tock.bot.admin.bot.BotApplicationConfiguration
 import ai.tock.bot.admin.bot.BotConfiguration
 import ai.tock.bot.admin.constants.Properties
-import ai.tock.bot.admin.model.BotAdminConfiguration
-import ai.tock.bot.admin.model.BotConnectorConfiguration
-import ai.tock.bot.admin.model.BotI18nLabel
-import ai.tock.bot.admin.model.BotI18nLabelUpdate
-import ai.tock.bot.admin.model.BotI18nLabels
-import ai.tock.bot.admin.model.BotRAGConfigurationDTO
-import ai.tock.bot.admin.model.BotSentenceGenerationConfigurationDTO
-import ai.tock.bot.admin.model.BotSentenceGenerationInfoDTO
-import ai.tock.bot.admin.model.BotStoryDefinitionConfiguration
-import ai.tock.bot.admin.model.BotSynchronization
-import ai.tock.bot.admin.model.CreateI18nLabelRequest
-import ai.tock.bot.admin.model.CreateStoryRequest
-import ai.tock.bot.admin.model.DialogFlowRequest
-import ai.tock.bot.admin.model.DialogsSearchQuery
-import ai.tock.bot.admin.model.FaqDefinitionRequest
-import ai.tock.bot.admin.model.FaqSearchRequest
-import ai.tock.bot.admin.model.Feature
-import ai.tock.bot.admin.model.I18LabelQuery
-import ai.tock.bot.admin.model.SentenceGenerationRequest
-import ai.tock.bot.admin.model.StorySearchRequest
-import ai.tock.bot.admin.model.SummaryStorySearchRequest
-import ai.tock.bot.admin.model.UserSearchQuery
+import ai.tock.bot.admin.model.*
 import ai.tock.bot.admin.module.satisfactionContentModule
-import ai.tock.bot.admin.service.CompletionService
-import ai.tock.bot.admin.service.RAGService
-import ai.tock.bot.admin.service.SentenceGenerationService
-import ai.tock.bot.admin.service.SynchronizationService
+import ai.tock.bot.admin.service.*
 import ai.tock.bot.admin.story.dump.StoryDefinitionConfigurationDumpImport
 import ai.tock.bot.admin.test.TestPlanService
 import ai.tock.bot.admin.test.findTestService
@@ -79,11 +55,7 @@ import ai.tock.shared.injector
 import ai.tock.shared.jackson.mapper
 import ai.tock.shared.provide
 import ai.tock.shared.security.NoEncryptionPassException
-import ai.tock.shared.security.TockUserRole.admin
-import ai.tock.shared.security.TockUserRole.botUser
-import ai.tock.shared.security.TockUserRole.faqBotUser
-import ai.tock.shared.security.TockUserRole.faqNlpUser
-import ai.tock.shared.security.TockUserRole.nlpUser
+import ai.tock.shared.security.TockUserRole.*
 import ai.tock.shared.vertx.ServerStatus
 import ai.tock.translator.I18nDAO
 import ai.tock.translator.I18nLabel
@@ -492,6 +464,21 @@ open class BotAdminVerticle : AdminVerticle() {
                 }
         }
 
+        blockingJsonPost("/configuration/bots/:botId/observability", admin) { context, configuration: BotObservabilityConfigurationDTO  ->
+            if (context.organization == configuration.namespace) {
+                BotObservabilityConfigurationDTO(ObservabilityService.saveObservability(configuration))
+            } else {
+                unauthorized()
+            }
+        }
+
+        blockingJsonGet("/configuration/bots/:botId/observability", admin) { context  ->
+            ObservabilityService.getObservabilityConfiguration(context.organization, context.path("botId"))
+                ?.let {
+                    BotObservabilityConfigurationDTO(it)
+                }
+        }
+
         blockingJsonPost(
             "/configuration/bot", admin,
             logger = logger<BotConnectorConfiguration>("Create or Update Bot Connector Configuration") { _, c ->
diff --git a/bot/admin/server/src/main/kotlin/model/BotObservabilityConfigurationDTO.kt b/bot/admin/server/src/main/kotlin/model/BotObservabilityConfigurationDTO.kt
new file mode 100644
index 0000000000..9408fe13d1
--- /dev/null
+++ b/bot/admin/server/src/main/kotlin/model/BotObservabilityConfigurationDTO.kt
@@ -0,0 +1,59 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.admin.model
+
+
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfiguration
+import ai.tock.genai.orchestratorcore.mappers.ObservabilitySettingMapper
+import ai.tock.genai.orchestratorcore.models.Constants
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilitySettingDTO
+import ai.tock.genai.orchestratorcore.utils.SecurityUtils
+import org.litote.kmongo.newId
+import org.litote.kmongo.toId
+
+data class BotObservabilityConfigurationDTO(
+    val id: String? = null,
+    val namespace: String,
+    val botId: String,
+    val enabled: Boolean = false,
+    val setting: ObservabilitySettingDTO,
+) {
+    constructor(configuration: BotObservabilityConfiguration) : this(
+        configuration._id.toString(),
+        configuration.namespace,
+        configuration.botId,
+        configuration.enabled,
+        ObservabilitySettingMapper.toDTO(configuration.setting),
+    )
+
+    fun toBotObservabilityConfiguration(): BotObservabilityConfiguration =
+        BotObservabilityConfiguration(
+            id?.toId() ?: newId(),
+            namespace,
+            botId,
+            enabled,
+            ObservabilitySettingMapper.toEntity(
+                setting,
+                SecurityUtils.generateAwsSecretName(
+                    namespace, botId, Constants.GEN_AI_OBSERVABILITY
+                )
+            ),
+        )
+}
+
+
+
diff --git a/bot/admin/server/src/main/kotlin/service/CompletionService.kt b/bot/admin/server/src/main/kotlin/service/CompletionService.kt
index fb1d00df4f..93379172a5 100644
--- a/bot/admin/server/src/main/kotlin/service/CompletionService.kt
+++ b/bot/admin/server/src/main/kotlin/service/CompletionService.kt
@@ -84,6 +84,11 @@ object CompletionService {
 
         // call the completion service to generate sentences
         return completionService
-            .generateSentences(SentenceGenerationQuery(llmSetting, prompt))
+            .generateSentences(
+                SentenceGenerationQuery(
+                    llmSetting, prompt,
+                    ObservabilityService.getObservabilityConfiguration(namespace, botId, enabled = true)?.setting
+                )
+            )
     }
 }
diff --git a/bot/admin/server/src/main/kotlin/service/ObservabilityService.kt b/bot/admin/server/src/main/kotlin/service/ObservabilityService.kt
new file mode 100644
index 0000000000..257b439573
--- /dev/null
+++ b/bot/admin/server/src/main/kotlin/service/ObservabilityService.kt
@@ -0,0 +1,94 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.admin.service
+
+import ai.tock.bot.admin.BotAdminService
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfiguration
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfigurationDAO
+import ai.tock.bot.admin.model.BotObservabilityConfigurationDTO
+import ai.tock.shared.exception.rest.BadRequestException
+import ai.tock.shared.injector
+import ai.tock.shared.provide
+import ai.tock.shared.vertx.WebVerticle
+import com.mongodb.MongoWriteException
+import mu.KLogger
+import mu.KotlinLogging
+
+/**
+ * Service that manage the observability functionality
+ */
+object ObservabilityService {
+
+    private val logger: KLogger = KotlinLogging.logger {}
+    private val observabilityConfigurationDAO: BotObservabilityConfigurationDAO get() = injector.provide()
+    /**
+     * Get the Observability configuration
+     */
+    fun getObservabilityConfiguration(namespace: String, botId: String): BotObservabilityConfiguration? {
+        return observabilityConfigurationDAO.findByNamespaceAndBotId(namespace, botId)
+    }
+
+    /**
+     * Get the Observability configuration
+     * @param namespace: the namespace
+     * @param botId: the botId
+     * @param enabled: the observability activation (enabled or not)
+     */
+    fun getObservabilityConfiguration(namespace: String, botId: String, enabled: Boolean): BotObservabilityConfiguration? {
+        return observabilityConfigurationDAO.findByNamespaceAndBotIdAndEnabled(namespace, botId, enabled)
+    }
+
+    /**
+     * Save Observability configuration and filter errors
+     * @param observabilityConfig : the observability configuration to create or update
+     * @throws [BadRequestException] if the observability configuration is invalid
+     * @return [BotObservabilityConfiguration]
+     */
+    fun saveObservability(
+        observabilityConfig: BotObservabilityConfigurationDTO
+    ): BotObservabilityConfiguration {
+        BotAdminService.getBotConfigurationsByNamespaceAndBotId(observabilityConfig.namespace, observabilityConfig.botId).firstOrNull()
+            ?: WebVerticle.badRequest("No bot configuration is defined yet [namespace: ${observabilityConfig.namespace}, botId = ${observabilityConfig.botId}]")
+        return saveObservabilityConfiguration(observabilityConfig)
+    }
+
+    /**
+     * Save the Observability configuration
+     * @param observabilityConfiguration [BotObservabilityConfigurationDTO]
+     */
+    private fun saveObservabilityConfiguration(
+        observabilityConfiguration: BotObservabilityConfigurationDTO
+    ): BotObservabilityConfiguration {
+        val observabilityConfig = observabilityConfiguration.toBotObservabilityConfiguration()
+
+        // Check validity of the observability configuration
+        ObservabilityValidationService.validate(observabilityConfig).let { errors ->
+            if (errors.isNotEmpty()) {
+                throw BadRequestException(errors)
+            }
+        }
+
+        return try {
+            observabilityConfigurationDAO.save(observabilityConfig)
+        } catch (e: MongoWriteException) {
+            throw BadRequestException(e.message ?: "Observability Configuration: registration failed on mongo ")
+        } catch (e: Exception) {
+            throw BadRequestException(e.message ?: "Observability Configuration: registration failed ")
+        }
+    }
+
+}
diff --git a/bot/admin/server/src/main/kotlin/service/ObservabilityValidationService.kt b/bot/admin/server/src/main/kotlin/service/ObservabilityValidationService.kt
new file mode 100644
index 0000000000..894c1e67d0
--- /dev/null
+++ b/bot/admin/server/src/main/kotlin/service/ObservabilityValidationService.kt
@@ -0,0 +1,45 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.admin.service
+
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfiguration
+import ai.tock.genai.orchestratorclient.requests.ObservabilityProviderSettingStatusQuery
+import ai.tock.genai.orchestratorclient.responses.ProviderSettingStatusResponse
+import ai.tock.genai.orchestratorclient.services.ObservabilityProviderService
+import ai.tock.shared.exception.error.ErrorMessage
+import ai.tock.shared.injector
+import ai.tock.shared.provide
+
+
+object ObservabilityValidationService {
+
+    private val observabilityProviderService: ObservabilityProviderService get() = injector.provide()
+
+    fun validate(ragConfig: BotObservabilityConfiguration): Set<ErrorMessage> {
+        return mutableSetOf<ErrorMessage>().apply {
+            addAll(
+                observabilityProviderService
+                    .checkSetting(ObservabilityProviderSettingStatusQuery(ragConfig.setting))
+                    .getErrors("Observability setting check failed")
+            )
+        }
+    }
+
+    private fun ProviderSettingStatusResponse?.getErrors(message: String): Set<ErrorMessage> =
+        this?.errors?.map { ErrorMessage(message = message, params = errors) }?.toSet() ?: emptySet()
+
+}
\ No newline at end of file
diff --git a/bot/admin/server/src/main/kotlin/service/RAGValidationService.kt b/bot/admin/server/src/main/kotlin/service/RAGValidationService.kt
index b48ace71b1..bb409e0b56 100644
--- a/bot/admin/server/src/main/kotlin/service/RAGValidationService.kt
+++ b/bot/admin/server/src/main/kotlin/service/RAGValidationService.kt
@@ -32,12 +32,20 @@ object RAGValidationService {
     private val llmProviderService: LLMProviderService get() = injector.provide()
     private val emProviderService: EMProviderService get() = injector.provide()
 
-
     fun validate(ragConfig: BotRAGConfiguration): Set<ErrorMessage> {
         return mutableSetOf<ErrorMessage>().apply {
             addAll(
                 llmProviderService
-                    .checkSetting(LLMProviderSettingStatusQuery(ragConfig.llmSetting))
+                    .checkSetting(
+                        LLMProviderSettingStatusQuery(
+                            ragConfig.llmSetting,
+                            ObservabilityService.getObservabilityConfiguration(
+                                ragConfig.namespace,
+                                ragConfig.botId,
+                                enabled = true
+                            )?.setting
+                        )
+                    )
                     .getErrors("LLM setting check failed")
             )
             addAll(
diff --git a/bot/admin/server/src/main/kotlin/service/SentenceGenerationValidationService.kt b/bot/admin/server/src/main/kotlin/service/SentenceGenerationValidationService.kt
index bca1174594..5728da8a8b 100644
--- a/bot/admin/server/src/main/kotlin/service/SentenceGenerationValidationService.kt
+++ b/bot/admin/server/src/main/kotlin/service/SentenceGenerationValidationService.kt
@@ -28,7 +28,16 @@ object SentenceGenerationValidationService {
 
     fun validate(sentenceGenerationConfig: BotSentenceGenerationConfiguration): Set<ErrorMessage> {
         return llmProviderService
-            .checkSetting(LLMProviderSettingStatusQuery(sentenceGenerationConfig.llmSetting))
+            .checkSetting(
+                LLMProviderSettingStatusQuery(
+                    sentenceGenerationConfig.llmSetting,
+                    ObservabilityService.getObservabilityConfiguration(
+                        sentenceGenerationConfig.namespace,
+                        sentenceGenerationConfig.botId,
+                        enabled = true
+                    )?.setting
+                )
+            )
             .getErrors("LLM setting check failed")
             .toSet()
     }
diff --git a/bot/admin/web/src/app/bot-admin-app.component.ts b/bot/admin/web/src/app/bot-admin-app.component.ts
index 326889ee19..986cce6d70 100644
--- a/bot/admin/web/src/app/bot-admin-app.component.ts
+++ b/bot/admin/web/src/app/bot-admin-app.component.ts
@@ -228,6 +228,12 @@ export class BotAdminAppComponent implements AuthListener, OnInit, OnDestroy {
             link: '/configuration/sentence-generation-settings',
             icon: 'list-outline',
             hidden: !this.state.hasRole(UserRole.admin)
+          },
+          {
+            title: 'Observability settings',
+            link: '/configuration/observability-settings',
+            icon: 'monitor-outline',
+            hidden: !this.state.hasRole(UserRole.admin)
           }
         ]
       },
diff --git a/bot/admin/web/src/app/configuration/configuration-routing.module.ts b/bot/admin/web/src/app/configuration/configuration-routing.module.ts
index 8f5214460b..b91cb6f825 100644
--- a/bot/admin/web/src/app/configuration/configuration-routing.module.ts
+++ b/bot/admin/web/src/app/configuration/configuration-routing.module.ts
@@ -25,8 +25,9 @@ import { ApplicationsResolver } from '../applications/applications.resolver';
 import { NewBotComponent } from './bot-configurations/new-bot.component';
 import { UserLogsComponent } from '../applications/user/user-logs.component';
 import { NamespacesComponent } from '../applications/namespace/namespaces.component';
-import { SynchronizationComponent } from "./synchronization/synchronization.component";
+import { SynchronizationComponent } from './synchronization/synchronization.component';
 import { SentenceGenerationSettingsComponent } from './sentence-generation-settings/sentence-generation-settings.component';
+import { ObservabilitySettingsComponent } from './observability-settings/observability-settings.component';
 
 const routes: Routes = [
   {
@@ -91,12 +92,16 @@ const routes: Routes = [
         component: NamespacesComponent
       },
       {
-       path: 'synchronization',
-       component: SynchronizationComponent
+        path: 'synchronization',
+        component: SynchronizationComponent
       },
       {
         path: 'sentence-generation-settings',
         component: SentenceGenerationSettingsComponent
+      },
+      {
+        path: 'observability-settings',
+        component: ObservabilitySettingsComponent
       }
     ]
   }
diff --git a/bot/admin/web/src/app/configuration/configuration.module.ts b/bot/admin/web/src/app/configuration/configuration.module.ts
index d5b03f6254..3708c629a0 100644
--- a/bot/admin/web/src/app/configuration/configuration.module.ts
+++ b/bot/admin/web/src/app/configuration/configuration.module.ts
@@ -49,6 +49,8 @@ import { SelectBotConfigurationDialogComponent } from './bot-configurations/sele
 import { BotConfigurationRoutingModule } from './configuration-routing.module';
 import { SynchronizationComponent } from './synchronization/synchronization.component';
 import { SentenceGenerationSettingsComponent } from './sentence-generation-settings/sentence-generation-settings.component';
+import { ObservabilitySettingsComponent } from './observability-settings/observability-settings.component';
+import { ObservabilityProviderConfigParamInputComponent } from './observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component';
 
 @Injectable()
 export class BotApplicationConfig implements ApplicationConfig {
@@ -68,7 +70,9 @@ export class BotApplicationConfig implements ApplicationConfig {
     NewBotComponent,
     SelectBotConfigurationDialogComponent,
     SynchronizationComponent,
-    SentenceGenerationSettingsComponent
+    SentenceGenerationSettingsComponent,
+    ObservabilitySettingsComponent,
+    ObservabilityProviderConfigParamInputComponent
   ],
   imports: [
     CommonModule,
diff --git a/bot/admin/web/src/app/configuration/observability-settings/models/observability-settings.ts b/bot/admin/web/src/app/configuration/observability-settings/models/observability-settings.ts
new file mode 100644
index 0000000000..746d36560b
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/models/observability-settings.ts
@@ -0,0 +1,19 @@
+import { ObservabilityProvider } from './providers-configuration';
+
+export interface ObservabilitySetting {
+  provider: ObservabilityProvider;
+
+  secretKey?: String;
+  publicKey?: String;
+
+  url?: String;
+}
+
+export interface ObservabilitySettings {
+  id: string;
+  namespace: string;
+  botId: string;
+  enabled: boolean;
+
+  setting: ObservabilitySetting;
+}
diff --git a/bot/admin/web/src/app/configuration/observability-settings/models/providers-configuration.ts b/bot/admin/web/src/app/configuration/observability-settings/models/providers-configuration.ts
new file mode 100644
index 0000000000..bc98c880ba
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/models/providers-configuration.ts
@@ -0,0 +1,30 @@
+export enum ObservabilityProvider {
+  Langfuse = 'Langfuse'
+}
+
+export interface ProvidersConfigurationParam {
+  label: string;
+  key: string;
+  type: 'text' | 'prompt' | 'list' | 'openlist' | 'number' | 'obfuscated';
+  source?: string[];
+  inputScale?: 'default' | 'fullwidth';
+  defaultValue?: string;
+}
+
+export interface ProvidersConfiguration {
+  label: string;
+  key: ObservabilityProvider;
+  params: ProvidersConfigurationParam[];
+}
+
+export const ProvidersConfigurations: ProvidersConfiguration[] = [
+  {
+    label: 'Langfuse',
+    key: ObservabilityProvider.Langfuse,
+    params: [
+      { key: 'publicKey', label: 'Public key', type: 'obfuscated' },
+      { key: 'secretKey', label: 'Secret key', type: 'obfuscated' },
+      { key: 'url', label: 'Url', type: 'obfuscated' }
+    ]
+  }
+];
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.html b/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.html
new file mode 100644
index 0000000000..26e0ffdaa2
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.html
@@ -0,0 +1,94 @@
+<div [formGroup]="form">
+  <div [formGroupName]="parentGroup">
+    <tock-form-control
+      [label]="configurationParam.label"
+      [name]="configurationParam.key"
+      [controls]="getFormControl()"
+      [required]="true"
+      [boldLabel]="false"
+      [showError]="isSubmitted"
+    >
+      <ng-container *ngIf="configurationParam.type === 'text'">
+        <input
+          nbInput
+          fullWidth
+          fieldSize="small"
+          [formControl]="form.get(parentGroup).get(configurationParam.key)"
+        />
+      </ng-container>
+
+      <ng-container *ngIf="configurationParam.type === 'obfuscated'">
+        <input
+          *ngIf="!inputVisible"
+          nbInput
+          fullWidth
+          fieldSize="small"
+          [value]="getControlObfuscatedValue()"
+          (focus)="showInput($event)"
+        />
+        <input
+          *ngIf="inputVisible"
+          #clearInput
+          nbInput
+          fullWidth
+          fieldSize="small"
+          [formControl]="form.get(parentGroup).get(configurationParam.key)"
+          (blur)="hideInput()"
+        />
+      </ng-container>
+
+      <ng-container *ngIf="configurationParam.type === 'prompt'">
+        <textarea
+          nbInput
+          fullWidth
+          rows="8"
+          fieldSize="small"
+          [formControl]="form.get(parentGroup).get(configurationParam.key)"
+        ></textarea>
+
+        <div class="mt-1">
+          <button
+            nbButton
+            size="tiny"
+            (click)="restoreDefaultPrompt()"
+          >
+            Use default prompt
+          </button>
+        </div>
+      </ng-container>
+
+      <ng-container *ngIf="configurationParam.type === 'list'">
+        <nb-select
+          fullWidth
+          [formControl]="form.get(parentGroup).get(configurationParam.key)"
+          size="small"
+        >
+          <nb-option
+            *ngFor="let source of configurationParam.source"
+            [value]="source"
+          >
+            {{ source }}
+          </nb-option>
+        </nb-select>
+      </ng-container>
+
+      <ng-container *ngIf="configurationParam.type === 'openlist'">
+        <tock-autocomplete-input
+          fieldSize="small"
+          placeholder=""
+          [formControl]="form.get(parentGroup).get(configurationParam.key)"
+          [options]="configurationParam.source"
+        ></tock-autocomplete-input>
+      </ng-container>
+
+      <ng-container *ngIf="configurationParam.type === 'number'">
+        <tock-slider
+          min="0"
+          max="1"
+          step="0.05"
+          [formControl]="form.get(parentGroup).get(configurationParam.key)"
+        ></tock-slider>
+      </ng-container>
+    </tock-form-control>
+  </div>
+</div>
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.scss b/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.scss
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.ts b/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.ts
new file mode 100644
index 0000000000..12592919e5
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/observability-provider-config-param-input/observability-provider-config-param-input.component.ts
@@ -0,0 +1,78 @@
+import { Component, ElementRef, Input, OnInit, ViewChild } from '@angular/core';
+import { FormControl, FormGroup } from '@angular/forms';
+import { ProvidersConfigurationParam } from '../models/providers-configuration';
+
+@Component({
+  selector: 'tock-observability-provider-config-param-input',
+  templateUrl: './observability-provider-config-param-input.component.html',
+  styleUrls: ['./observability-provider-config-param-input.component.scss']
+})
+export class ObservabilityProviderConfigParamInputComponent {
+  @Input() configurationParam: ProvidersConfigurationParam;
+  @Input() parentGroup: string;
+  @Input() form: FormGroup;
+  @Input() isSubmitted: boolean;
+  @Input() defaultPrompt: string = '';
+
+  @ViewChild('clearInput') clearInput: ElementRef;
+
+  inputVisible: boolean = false;
+
+  getFormControl(): FormControl {
+    return this.form.get(this.parentGroup).get(this.configurationParam.key) as FormControl;
+  }
+
+  restoreDefaultPrompt(): void {
+    this.form.get(this.parentGroup).get('prompt').setValue(this.defaultPrompt);
+    this.form.get(this.parentGroup).get('prompt').markAsDirty();
+  }
+
+  showInput(event: FocusEvent): void {
+    const target = event.target as HTMLInputElement;
+
+    setTimeout(() => {
+      const selectionStart = target.selectionStart;
+      this.inputVisible = true;
+      setTimeout(() => {
+        const clearInputElem = this.clearInput.nativeElement;
+        clearInputElem.focus();
+        if (Number.isInteger(selectionStart)) clearInputElem.setSelectionRange(selectionStart, selectionStart);
+      });
+    });
+  }
+
+  hideInput(): void {
+    this.inputVisible = false;
+  }
+
+  getControlObfuscatedValue(): string {
+    let str = this.getFormControl().value;
+    if (!str) return '';
+
+    let url: URL;
+    let strLen: number;
+    let protocol: string;
+
+    try {
+      url = new URL(str);
+    } catch (_) {}
+
+    if (url) {
+      protocol = url.protocol;
+      str = str.replace(protocol, '');
+      strLen = str.length;
+    } else {
+      strLen = str.length;
+    }
+
+    const nbVisibleChars = Math.min(3, Math.floor(strLen / 8.1));
+    if (nbVisibleChars) {
+      const nbHiddens = strLen - 2 * nbVisibleChars;
+      const obfuscation = [str.substring(0, nbVisibleChars), '*'.repeat(nbHiddens), str.slice(nbVisibleChars * -1)].join('');
+
+      return [protocol, obfuscation].join('');
+    }
+
+    return '*'.repeat(strLen);
+  }
+}
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.html b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.html
new file mode 100644
index 0000000000..0eb2589d0b
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.html
@@ -0,0 +1,114 @@
+<div class="mt-3"></div>
+
+<tock-sticky-menu offset="50">
+  <div class="d-flex flex-wrap">
+    <h1 class="flex-grow-1">Observability settings</h1>
+
+    <section class="grid-actions">
+      <button
+        *ngIf="settingsBackup && form.dirty"
+        nbButton
+        ghost
+        status="primary"
+        nbTooltip="Cancel modifications"
+        (click)="cancel()"
+      >
+        <nb-icon icon="close-circle-outline"></nb-icon>
+        CANCEL
+      </button>
+      <button
+        *ngIf="form.dirty"
+        nbButton
+        status="primary"
+        nbTooltip="Save settings"
+        (click)="submit()"
+      >
+        <nb-icon icon="save-outline"></nb-icon>
+        SAVE
+      </button>
+    </section>
+  </div>
+</tock-sticky-menu>
+
+<nb-alert
+  *ngIf="configurations?.length < 1"
+  class="alert-config flex-row align-items-center"
+  accent="warning"
+>
+  <nb-icon
+    class="mr-1"
+    icon="alert-triangle-outline"
+    status="warning"
+  ></nb-icon>
+  No bot configuration detected
+</nb-alert>
+
+<form
+  [formGroup]="form"
+  *ngIf="configurations?.length > 0"
+>
+  <nb-card class="mt-1">
+    <nb-card-body [nbSpinner]="loading">
+      <h5 class="section-title">Observability activation</h5>
+
+      <tock-form-control
+        name="enabled"
+        [controls]="enabled"
+        [showError]="isSubmitted"
+        [hasMargin]="false"
+      >
+        <nb-toggle
+          formControlName="enabled"
+          class="mt-1"
+        >
+          <span *ngIf="enabled.value">Observability activated</span>
+          <span *ngIf="!enabled.value">Observability deactivated</span>
+        </nb-toggle>
+      </tock-form-control>
+
+      <h5 class="section-title">Observability provider</h5>
+
+      <tock-form-control
+        name="observabilityProvider"
+        [controls]="observabilityProvider"
+        [required]="true"
+        [showError]="isSubmitted"
+      >
+        <nb-radio-group
+          formControlName="observabilityProvider"
+          name="observabilityProvider"
+          class="d-flex"
+        >
+          <nb-radio
+            *ngFor="let provider of providersConfigurations"
+            [value]="provider.key"
+          >
+            {{ provider.label }}
+          </nb-radio>
+        </nb-radio-group>
+      </tock-form-control>
+
+      <div
+        *ngIf="currentObservabilityProvider"
+        class="mt-2 mb-2"
+      >
+        <div class="row mb-1">
+          <ng-container *ngFor="let param of currentObservabilityProvider.params">
+            <div
+              class="col-6"
+              [ngClass]="{ 'col-12': param.inputScale === 'fullwidth' }"
+            >
+              <tock-observability-provider-config-param-input
+                parentGroup="setting"
+                [configurationParam]="param"
+                [form]="form"
+                [isSubmitted]="isSubmitted"
+                [defaultPrompt]="defaultPrompt"
+              ></tock-observability-provider-config-param-input>
+            </div>
+          </ng-container>
+        </div>
+      </div>
+    </nb-card-body>
+  </nb-card>
+</form>
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.scss b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.scss
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.spec.ts b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.spec.ts
new file mode 100644
index 0000000000..faf50df30b
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.spec.ts
@@ -0,0 +1,23 @@
+import { ComponentFixture, TestBed } from '@angular/core/testing';
+
+import { ObservabilitySettingsComponent } from './observability-settings.component';
+
+describe('ObservabilitySettingsComponent', () => {
+  let component: ObservabilitySettingsComponent;
+  let fixture: ComponentFixture<ObservabilitySettingsComponent>;
+
+  beforeEach(async () => {
+    await TestBed.configureTestingModule({
+      declarations: [ ObservabilitySettingsComponent ]
+    })
+    .compileComponents();
+
+    fixture = TestBed.createComponent(ObservabilitySettingsComponent);
+    component = fixture.componentInstance;
+    fixture.detectChanges();
+  });
+
+  it('should create', () => {
+    expect(component).toBeTruthy();
+  });
+});
diff --git a/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.ts b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.ts
new file mode 100644
index 0000000000..77c0dea777
--- /dev/null
+++ b/bot/admin/web/src/app/configuration/observability-settings/observability-settings.component.ts
@@ -0,0 +1,201 @@
+import { Component, OnInit } from '@angular/core';
+import { StateService } from '../../core-nlp/state.service';
+import { RestService } from '../../core-nlp/rest/rest.service';
+import { NbToastrService, NbWindowService } from '@nebular/theme';
+import { BotConfigurationService } from '../../core/bot-configuration.service';
+import { Observable, Subject, debounceTime, takeUntil } from 'rxjs';
+import { BotApplicationConfiguration } from '../../core/model/configuration';
+import { FormControl, FormGroup, Validators } from '@angular/forms';
+import { ObservabilityProvider, ProvidersConfiguration, ProvidersConfigurations } from './models/providers-configuration';
+import { ObservabilitySettings } from './models/observability-settings';
+import { deepCopy } from '../../shared/utils';
+import { DebugViewerWindowComponent } from '../../shared/components';
+
+interface ObservabilitySettingsForm {
+  id: FormControl<string>;
+  enabled: FormControl<boolean>;
+  observabilityProvider: FormControl<ObservabilityProvider>;
+  setting: FormGroup<any>;
+}
+
+@Component({
+  selector: 'tock-observability-settings',
+  templateUrl: './observability-settings.component.html',
+  styleUrls: ['./observability-settings.component.scss']
+})
+export class ObservabilitySettingsComponent implements OnInit {
+  destroy$: Subject<unknown> = new Subject();
+
+  loading: boolean = false;
+
+  isSubmitted: boolean = false;
+
+  configurations: BotApplicationConfiguration[];
+
+  providersConfigurations = ProvidersConfigurations;
+
+  settingsBackup: ObservabilitySettings;
+
+  constructor(
+    private state: StateService,
+    private rest: RestService,
+    private toastrService: NbToastrService,
+    private botConfiguration: BotConfigurationService,
+    private nbWindowService: NbWindowService
+  ) {}
+
+  ngOnInit(): void {
+    this.form.valueChanges.pipe(takeUntil(this.destroy$), debounceTime(200)).subscribe(() => {
+      this.setActivationDisabledState();
+    });
+
+    this.form
+      .get('observabilityProvider')
+      .valueChanges.pipe(takeUntil(this.destroy$))
+      .subscribe((provider: ObservabilityProvider) => {
+        this.initFormSettings(provider);
+      });
+
+    this.botConfiguration.configurations.pipe(takeUntil(this.destroy$)).subscribe((confs: BotApplicationConfiguration[]) => {
+      this.loading = true;
+      this.configurations = confs;
+      this.form.reset();
+
+      if (confs.length) {
+        this.getObservabilitySettingsLoader().subscribe((res) => {
+          const settings = res;
+
+          if (settings?.id) {
+            this.settingsBackup = deepCopy(settings);
+            setTimeout(() => {
+              this.initForm(settings);
+            });
+          }
+
+          this.loading = false;
+        });
+      } else {
+        this.loading = false;
+      }
+    });
+  }
+
+  private getObservabilitySettingsLoader(): Observable<ObservabilitySettings> {
+    const url = `/configuration/bots/${this.state.currentApplication.name}/observability`;
+    return this.rest.get<ObservabilitySettings>(url, (settings: ObservabilitySettings) => settings);
+  }
+
+  form = new FormGroup<ObservabilitySettingsForm>({
+    id: new FormControl(null),
+    enabled: new FormControl({ value: undefined, disabled: !this.canBeActivated() }),
+    observabilityProvider: new FormControl(undefined, [Validators.required]),
+    setting: new FormGroup<any>({})
+  });
+
+  get enabled(): FormControl {
+    return this.form.get('enabled') as FormControl;
+  }
+
+  get observabilityProvider(): FormControl {
+    return this.form.get('observabilityProvider') as FormControl;
+  }
+
+  get currentObservabilityProvider(): ProvidersConfiguration {
+    return ProvidersConfigurations.find((e) => e.key === this.observabilityProvider.value);
+  }
+
+  get canSave(): boolean {
+    return this.isSubmitted ? this.form.valid : this.form.dirty;
+  }
+
+  canBeActivated(): boolean {
+    return this.form ? this.form.valid : false;
+  }
+
+  setActivationDisabledState(): void {
+    if (this.canBeActivated()) {
+      this.enabled.enable();
+    } else {
+      this.enabled.disable();
+    }
+  }
+
+  initForm(settings: ObservabilitySettings): void {
+    this.initFormSettings(settings.setting.provider);
+    this.form.patchValue({
+      observabilityProvider: settings.setting.provider
+    });
+    this.form.patchValue(settings);
+    this.form.markAsPristine();
+  }
+
+  initFormSettings(provider: ObservabilityProvider): void {
+    let requiredConfiguration: ProvidersConfiguration = ProvidersConfigurations.find((c) => c.key === provider);
+
+    if (requiredConfiguration) {
+      // Purge existing controls that may contain values incompatible with a new control with the same name if provider change
+      const existingGroupKeys = Object.keys(this.form.controls['setting'].controls);
+      existingGroupKeys.forEach((key) => {
+        this.form.controls['setting'].removeControl(key);
+      });
+
+      requiredConfiguration.params.forEach((param) => {
+        this.form.controls['setting'].addControl(param.key, new FormControl(param.defaultValue, Validators.required));
+      });
+
+      this.form.controls['setting'].addControl('provider', new FormControl(provider));
+    }
+  }
+
+  cancel(): void {
+    this.initForm(this.settingsBackup);
+  }
+
+  submit(): void {
+    this.isSubmitted = true;
+    if (this.canSave && this.form.dirty) {
+      this.loading = true;
+      const formValue: ObservabilitySettings = deepCopy(this.form.value) as unknown as ObservabilitySettings;
+      formValue.namespace = this.state.currentApplication.namespace;
+      formValue.botId = this.state.currentApplication.name;
+
+      delete formValue['observabilityProvider'];
+
+      const url = `/configuration/bots/${this.state.currentApplication.name}/observability`;
+      this.rest.post(url, formValue, null, null, true).subscribe({
+        next: (observabilitySettings: ObservabilitySettings) => {
+          this.settingsBackup = observabilitySettings;
+          this.form.patchValue(observabilitySettings);
+          this.form.markAsPristine();
+          this.isSubmitted = false;
+          this.toastrService.success(`Observability settings succesfully saved`, 'Success', {
+            duration: 5000,
+            status: 'success'
+          });
+          this.loading = false;
+        },
+        error: (error) => {
+          this.toastrService.danger('An error occured', 'Error', {
+            duration: 5000,
+            status: 'danger'
+          });
+
+          if (error.error) {
+            this.nbWindowService.open(DebugViewerWindowComponent, {
+              title: 'An error occured',
+              context: {
+                debug: error.error
+              }
+            });
+          }
+          this.loading = false;
+        }
+      });
+    }
+  }
+
+  ngOnDestroy(): void {
+    this.destroy$.next(true);
+    this.destroy$.complete();
+  }
+}
diff --git a/bot/admin/web/src/app/configuration/sentence-generation-settings/sentence-generation-settings.component.ts b/bot/admin/web/src/app/configuration/sentence-generation-settings/sentence-generation-settings.component.ts
index 3ac24b34c3..74fbffc881 100644
--- a/bot/admin/web/src/app/configuration/sentence-generation-settings/sentence-generation-settings.component.ts
+++ b/bot/admin/web/src/app/configuration/sentence-generation-settings/sentence-generation-settings.component.ts
@@ -110,7 +110,7 @@ export class SentenceGenerationSettingsComponent implements OnInit, OnDestroy {
     let requiredConfiguration: EnginesConfiguration = EngineConfigurations.find((c) => c.key === provider);
 
     if (requiredConfiguration) {
-      // Purge existing controls that may contain values incompatible with a new control with the same name
+      // Purge existing controls that may contain values incompatible with a new control with the same name after engine change
       const existingGroupKeys = Object.keys(this.form.controls['llmSetting'].controls);
       existingGroupKeys.forEach((key) => {
         this.form.controls['llmSetting'].removeControl(key);
diff --git a/bot/admin/web/src/app/rag/rag-settings/rag-settings.component.ts b/bot/admin/web/src/app/rag/rag-settings/rag-settings.component.ts
index f22fb6affc..c1573a95bf 100644
--- a/bot/admin/web/src/app/rag/rag-settings/rag-settings.component.ts
+++ b/bot/admin/web/src/app/rag/rag-settings/rag-settings.component.ts
@@ -197,7 +197,7 @@ export class RagSettingsComponent implements OnInit, OnDestroy {
     let requiredConfiguration: EnginesConfiguration = EnginesConfigurations[group].find((c) => c.key === provider);
 
     if (requiredConfiguration) {
-      // Purge existing controls that may contain values incompatible with a new control with the same name
+      // Purge existing controls that may contain values incompatible with a new control with the same name after engine change
       const existingGroupKeys = Object.keys(this.form.controls[group].controls);
       existingGroupKeys.forEach((key) => {
         this.form.controls[group].removeControl(key);
diff --git a/bot/engine/src/main/kotlin/admin/bot/observability/BotObservabilityConfiguration.kt b/bot/engine/src/main/kotlin/admin/bot/observability/BotObservabilityConfiguration.kt
new file mode 100644
index 0000000000..8d2ee14820
--- /dev/null
+++ b/bot/engine/src/main/kotlin/admin/bot/observability/BotObservabilityConfiguration.kt
@@ -0,0 +1,28 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.admin.bot.observability
+
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilitySetting
+import org.litote.kmongo.Id
+
+data class BotObservabilityConfiguration(
+    val _id: Id<BotObservabilityConfiguration>,
+    val namespace: String,
+    val botId: String,
+    val enabled: Boolean,
+    val setting: ObservabilitySetting,
+)
\ No newline at end of file
diff --git a/bot/engine/src/main/kotlin/admin/bot/observability/BotObservabilityConfigurationDAO.kt b/bot/engine/src/main/kotlin/admin/bot/observability/BotObservabilityConfigurationDAO.kt
new file mode 100644
index 0000000000..5e67f122ca
--- /dev/null
+++ b/bot/engine/src/main/kotlin/admin/bot/observability/BotObservabilityConfigurationDAO.kt
@@ -0,0 +1,32 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.admin.bot.observability
+
+import org.litote.kmongo.Id
+
+interface BotObservabilityConfigurationDAO {
+
+    fun listenChanges(listener: () -> Unit)
+
+    fun save(conf: BotObservabilityConfiguration): BotObservabilityConfiguration
+
+    fun findByNamespaceAndBotId(namespace: String, botId: String): BotObservabilityConfiguration?
+
+    fun findByNamespaceAndBotIdAndEnabled(namespace: String, botId: String, enabled: Boolean): BotObservabilityConfiguration?
+
+    fun delete(id: Id<BotObservabilityConfiguration>)
+}
diff --git a/bot/engine/src/main/kotlin/definition/BotDefinition.kt b/bot/engine/src/main/kotlin/definition/BotDefinition.kt
index 3e986b78c6..6819154ed4 100644
--- a/bot/engine/src/main/kotlin/definition/BotDefinition.kt
+++ b/bot/engine/src/main/kotlin/definition/BotDefinition.kt
@@ -16,6 +16,7 @@
 
 package ai.tock.bot.definition
 
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfiguration
 import ai.tock.bot.admin.bot.rag.BotRAGConfiguration
 import ai.tock.bot.connector.ConnectorType
 import ai.tock.bot.definition.Intent.Companion.keyword
@@ -122,6 +123,11 @@ interface BotDefinition : I18nKeyProvider {
      */
     var ragConfiguration: BotRAGConfiguration?
 
+    /**
+     * Observability configuration
+     */
+    var observabilityConfiguration: BotObservabilityConfiguration?
+
     /**
      * The list of each stories.
      */
diff --git a/bot/engine/src/main/kotlin/definition/BotDefinitionBase.kt b/bot/engine/src/main/kotlin/definition/BotDefinitionBase.kt
index af15a79d9b..a096c35378 100644
--- a/bot/engine/src/main/kotlin/definition/BotDefinitionBase.kt
+++ b/bot/engine/src/main/kotlin/definition/BotDefinitionBase.kt
@@ -16,6 +16,7 @@
 
 package ai.tock.bot.definition
 
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfiguration
 import ai.tock.bot.admin.bot.rag.BotRAGConfiguration
 import ai.tock.bot.engine.BotBus
 import ai.tock.bot.engine.action.Action
@@ -58,7 +59,8 @@ open class BotDefinitionBase(
     override val botEnabledListener: (Action) -> Unit = {},
     override val ragExcludedStory: StoryDefinition = defaultRagExcludedStory,
     override val ragStory: StoryDefinition = defaultRagStory,
-    override var ragConfiguration: BotRAGConfiguration? = null
+    override var ragConfiguration: BotRAGConfiguration? = null,
+    override var observabilityConfiguration: BotObservabilityConfiguration? = null
 ) : BotDefinition {
 
     companion object {
diff --git a/bot/engine/src/main/kotlin/engine/BotRepository.kt b/bot/engine/src/main/kotlin/engine/BotRepository.kt
index c300044a6d..e78f808150 100644
--- a/bot/engine/src/main/kotlin/engine/BotRepository.kt
+++ b/bot/engine/src/main/kotlin/engine/BotRepository.kt
@@ -41,6 +41,7 @@ import ai.tock.bot.definition.StoryHandlerDefinition
 import ai.tock.bot.definition.StoryHandlerListener
 import ai.tock.bot.definition.StoryStep
 import ai.tock.bot.engine.action.ActionNotificationType
+import ai.tock.bot.engine.config.BotObservabilityConfigurationMonitor
 import ai.tock.bot.engine.config.BotRAGConfigurationMonitor
 import ai.tock.bot.engine.config.StoryConfigurationMonitor
 import ai.tock.bot.engine.monitoring.RequestTimer
@@ -559,6 +560,7 @@ object BotRepository {
                 // monitor bot
                 StoryConfigurationMonitor.monitor(bot)
                 BotRAGConfigurationMonitor.monitor(bot)
+                BotObservabilityConfigurationMonitor.monitor(bot)
                 // register connector controller map
                 connectorControllerMap[this] = controller
                 applicationIdBotApplicationConfigurationMap[toKey()] = this
@@ -578,6 +580,7 @@ object BotRepository {
             if (controller is TockConnectorController) {
                 StoryConfigurationMonitor.unmonitor(controller.bot)
                 BotRAGConfigurationMonitor.unmonitor(controller.bot)
+                BotObservabilityConfigurationMonitor.unmonitor(controller.bot)
                 TockConnectorController.unregister(controller)
             }
         }
diff --git a/bot/engine/src/main/kotlin/engine/config/BotObservabilityConfigurationMonitor.kt b/bot/engine/src/main/kotlin/engine/config/BotObservabilityConfigurationMonitor.kt
new file mode 100644
index 0000000000..3ad52b0ad2
--- /dev/null
+++ b/bot/engine/src/main/kotlin/engine/config/BotObservabilityConfigurationMonitor.kt
@@ -0,0 +1,64 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.engine.config
+
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfigurationDAO
+import ai.tock.bot.engine.Bot
+import ai.tock.shared.injector
+import com.github.salomonbrys.kodein.instance
+import mu.KotlinLogging
+import java.util.concurrent.CopyOnWriteArraySet
+
+/**
+ *
+ */
+internal object BotObservabilityConfigurationMonitor {
+
+    private val logger = KotlinLogging.logger {}
+
+    private val observabilityConfigurationDAO: BotObservabilityConfigurationDAO by injector.instance()
+    private val botsToMonitor: MutableSet<Bot> = CopyOnWriteArraySet()
+
+    init {
+        logger.info { "start bot observability configuration monitor" }
+        observabilityConfigurationDAO.listenChanges {
+            logger.info { "refresh bots observability configuration" }
+            botsToMonitor.forEach {
+                refresh(it)
+            }
+        }
+    }
+
+    fun monitor(bot: Bot) {
+        logger.debug { "load observability configuration & monitor bot $bot" }
+        refresh(bot)
+        botsToMonitor.add(bot)
+    }
+
+    fun unmonitor(bot: Bot) {
+        botsToMonitor.remove(bot)
+    }
+
+    private fun refresh(bot: Bot) {
+        logger.debug { "Refreshing bot observability configuration ${bot.botDefinition.botId} (${bot.configuration.applicationId}-${bot.configuration._id})..." }
+        bot.botDefinition.observabilityConfiguration = observabilityConfigurationDAO.findByNamespaceAndBotIdAndEnabled(
+            bot.botDefinition.namespace,
+            bot.botDefinition.botId,
+            enabled = true
+        )
+    }
+}
diff --git a/bot/engine/src/main/kotlin/engine/config/RAGAnswerHandler.kt b/bot/engine/src/main/kotlin/engine/config/RAGAnswerHandler.kt
index 399c8ad37d..03b66628f9 100644
--- a/bot/engine/src/main/kotlin/engine/config/RAGAnswerHandler.kt
+++ b/bot/engine/src/main/kotlin/engine/config/RAGAnswerHandler.kt
@@ -36,6 +36,7 @@ import ai.tock.genai.orchestratorclient.responses.TextWithFootnotes
 import ai.tock.genai.orchestratorclient.retrofit.GenAIOrchestratorBusinessError
 import ai.tock.genai.orchestratorclient.retrofit.GenAIOrchestratorValidationError
 import ai.tock.genai.orchestratorclient.services.RAGService
+import ai.tock.genai.orchestratorcore.mappers.ObservabilitySettingMapper
 import ai.tock.genai.orchestratorcore.utils.OpenSearchUtils
 import ai.tock.shared.*
 import engine.config.AbstractProactiveAnswerHandler
@@ -178,6 +179,7 @@ object RAGAnswerHandler : AbstractProactiveAnswerHandler {
                                 Term(term = mapOf("metadata.index_session_id.keyword" to ragConfiguration.indexSessionId!!))
                             )
                         ),
+                        observabilitySetting = botDefinition.observabilityConfiguration?.setting
                     ), debug = action.metadata.debugEnabled || ragDebugEnabled
                 )
 
diff --git a/bot/engine/src/main/kotlin/engine/ioc.kt b/bot/engine/src/main/kotlin/engine/ioc.kt
index d0108e1bda..6b1ae760b7 100644
--- a/bot/engine/src/main/kotlin/engine/ioc.kt
+++ b/bot/engine/src/main/kotlin/engine/ioc.kt
@@ -19,14 +19,8 @@ import ai.tock.bot.definition.ConnectorHandlerProvider
 import ai.tock.bot.definition.DefaultConnectorHandlerProvider
 import ai.tock.bot.engine.nlp.Nlp
 import ai.tock.bot.engine.nlp.NlpController
-import ai.tock.genai.orchestratorclient.services.EMProviderService
-import ai.tock.genai.orchestratorclient.services.CompletionService
-import ai.tock.genai.orchestratorclient.services.LLMProviderService
-import ai.tock.genai.orchestratorclient.services.RAGService
-import ai.tock.genai.orchestratorclient.services.impl.EMProviderServiceImpl
-import ai.tock.genai.orchestratorclient.services.impl.CompletionServiceImpl
-import ai.tock.genai.orchestratorclient.services.impl.LLMProviderServiceImpl
-import ai.tock.genai.orchestratorclient.services.impl.RAGServiceImpl
+import ai.tock.genai.orchestratorclient.services.*
+import ai.tock.genai.orchestratorclient.services.impl.*
 import ai.tock.nlp.api.client.NlpClient
 import ai.tock.nlp.api.client.TockNlpClient
 import com.github.salomonbrys.kodein.Kodein
@@ -45,4 +39,5 @@ val botModule = Kodein.Module {
     bind<EMProviderService>() with singleton { EMProviderServiceImpl() }
     bind<CompletionService>() with singleton { CompletionServiceImpl() }
     bind<RAGService>() with singleton { RAGServiceImpl() }
+    bind<ObservabilityProviderService>() with singleton { ObservabilityProviderServiceImpl() }
 }
diff --git a/bot/storage-mongo/src/main/kotlin/BotObservabilityConfigurationMongoDAO.kt b/bot/storage-mongo/src/main/kotlin/BotObservabilityConfigurationMongoDAO.kt
new file mode 100644
index 0000000000..136e4a2537
--- /dev/null
+++ b/bot/storage-mongo/src/main/kotlin/BotObservabilityConfigurationMongoDAO.kt
@@ -0,0 +1,77 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.bot.mongo
+
+import ai.tock.bot.admin.bot.BotApplicationConfiguration_.Companion.BotId
+import ai.tock.bot.admin.bot.BotApplicationConfiguration_.Companion.Namespace
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfiguration
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfigurationDAO
+import ai.tock.bot.mongo.MongoBotConfiguration.asyncDatabase
+import ai.tock.bot.mongo.MongoBotConfiguration.database
+import ai.tock.shared.ensureUniqueIndex
+import ai.tock.shared.watch
+import org.litote.kmongo.*
+import org.litote.kmongo.reactivestreams.getCollectionOfName
+import org.litote.kmongo.save
+import kotlin.reflect.jvm.internal.impl.types.checker.TypeRefinementSupport.Enabled
+
+internal object BotObservabilityConfigurationMongoDAO : BotObservabilityConfigurationDAO {
+
+    private const val COLLECTION_NAME = "bot_observability_configuration"
+    internal val col = database.getCollection<BotObservabilityConfiguration>(COLLECTION_NAME)
+    private val asyncCol = asyncDatabase.getCollectionOfName<BotObservabilityConfiguration>(COLLECTION_NAME)
+
+    init {
+        col.ensureUniqueIndex(BotObservabilityConfiguration::namespace, BotObservabilityConfiguration::botId)
+    }
+
+    override fun listenChanges(listener: () -> Unit) {
+        asyncCol.watch { listener() }
+    }
+
+    override fun findByNamespaceAndBotId(
+        namespace: String,
+        botId: String
+    ): BotObservabilityConfiguration? {
+        return col.findOne(
+            BotObservabilityConfiguration::namespace eq namespace,
+            BotObservabilityConfiguration::botId eq botId
+        )
+    }
+
+    override fun findByNamespaceAndBotIdAndEnabled(
+        namespace: String,
+        botId: String,
+        enabled: Boolean
+    ): BotObservabilityConfiguration? {
+        return col.findOne(
+            BotObservabilityConfiguration::namespace eq namespace,
+            BotObservabilityConfiguration::botId eq botId,
+            BotObservabilityConfiguration::enabled eq enabled
+        )
+    }
+
+    override fun save(conf: BotObservabilityConfiguration): BotObservabilityConfiguration {
+        col.save(conf)
+        return conf
+    }
+
+    override fun delete(id: Id<BotObservabilityConfiguration>) {
+        col.deleteOneById(id)
+    }
+
+}
diff --git a/bot/storage-mongo/src/main/kotlin/ioc.kt b/bot/storage-mongo/src/main/kotlin/ioc.kt
index 3b757e1d37..274a92e604 100644
--- a/bot/storage-mongo/src/main/kotlin/ioc.kt
+++ b/bot/storage-mongo/src/main/kotlin/ioc.kt
@@ -17,6 +17,7 @@
 package ai.tock.bot.mongo
 
 import ai.tock.bot.admin.bot.BotApplicationConfigurationDAO
+import ai.tock.bot.admin.bot.observability.BotObservabilityConfigurationDAO
 import ai.tock.bot.admin.bot.rag.BotRAGConfigurationDAO
 import ai.tock.bot.admin.bot.sentencegeneration.BotSentenceGenerationConfigurationDAO
 import ai.tock.bot.admin.dialog.DialogReportDAO
@@ -52,6 +53,7 @@ val botMongoModule = Kodein.Module {
     }
     bind<BotApplicationConfigurationDAO>() with provider { BotApplicationConfigurationMongoDAO }
     bind<BotRAGConfigurationDAO>() with provider { BotRAGConfigurationMongoDAO }
+    bind<BotObservabilityConfigurationDAO>() with provider { BotObservabilityConfigurationMongoDAO }
     bind<BotSentenceGenerationConfigurationDAO>() with provider { BotSentenceGenerationConfigurationMongoDAO }
     bind<StoryDefinitionConfigurationDAO>() with provider { StoryDefinitionConfigurationMongoDAO }
     bind<I18nDAO>() with provider { I18nMongoDAO }
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/api/ObservabilityProviderApi.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/api/ObservabilityProviderApi.kt
new file mode 100644
index 0000000000..229b076b4f
--- /dev/null
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/api/ObservabilityProviderApi.kt
@@ -0,0 +1,35 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorclient.api
+
+import ai.tock.genai.orchestratorclient.requests.ObservabilityProviderSettingStatusQuery
+import ai.tock.genai.orchestratorclient.responses.ProviderSettingStatusResponse
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilityProvider
+import retrofit2.Call
+import retrofit2.http.Body
+import retrofit2.http.POST
+import retrofit2.http.Path
+
+internal interface ObservabilityProviderApi {
+    @POST("/observability-providers/{provider-id}/setting/status")
+    fun checkObservabilitySetting(
+        @Body query: ObservabilityProviderSettingStatusQuery,
+        @Path("provider-id") providerId: ObservabilityProvider
+    ): Call<ProviderSettingStatusResponse>
+
+}
+
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/LLMProviderSettingStatusQuery.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/LLMProviderSettingStatusQuery.kt
index 45dceb5df4..aa939884d4 100644
--- a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/LLMProviderSettingStatusQuery.kt
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/LLMProviderSettingStatusQuery.kt
@@ -17,7 +17,9 @@
 package ai.tock.genai.orchestratorclient.requests
 
 import ai.tock.genai.orchestratorcore.models.llm.LLMSetting
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilitySetting
 
 class LLMProviderSettingStatusQuery(
-    val setting: LLMSetting
+    val setting: LLMSetting,
+    val observabilitySetting: ObservabilitySetting?
 )
\ No newline at end of file
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/ObservabilityProviderSettingStatusQuery.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/ObservabilityProviderSettingStatusQuery.kt
new file mode 100644
index 0000000000..aea4e0a051
--- /dev/null
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/ObservabilityProviderSettingStatusQuery.kt
@@ -0,0 +1,23 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorclient.requests
+
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilitySetting
+
+class ObservabilityProviderSettingStatusQuery(
+    val setting: ObservabilitySetting
+)
\ No newline at end of file
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/RAGQuery.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/RAGQuery.kt
index 20a7527b2b..d942b78dd9 100644
--- a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/RAGQuery.kt
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/RAGQuery.kt
@@ -18,6 +18,7 @@ package ai.tock.genai.orchestratorclient.requests
 import ai.tock.genai.orchestratorcore.models.llm.LLMSetting
 import ai.tock.genai.orchestratorcore.models.em.EMSetting
 import ai.tock.genai.orchestratorcore.models.llm.LLMProvider
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilitySetting
 
 data class RAGQuery(
     // val condenseQuestionLlmSetting: LLMSetting,
@@ -27,7 +28,8 @@ data class RAGQuery(
     val questionAnsweringPromptInputs: Map<String, String>,
     val embeddingQuestionEmSetting: EMSetting,
     val documentIndexName: String,
-    val documentSearchParams: DocumentSearchParams
+    val documentSearchParams: DocumentSearchParams,
+    val observabilitySetting: ObservabilitySetting?
 )
 
 data class ChatMessage(
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/SentenceGenerationQuery.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/SentenceGenerationQuery.kt
index 90e9bd870b..cbd8eddde1 100644
--- a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/SentenceGenerationQuery.kt
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/requests/SentenceGenerationQuery.kt
@@ -17,9 +17,11 @@
 package ai.tock.genai.orchestratorclient.requests
 
 import ai.tock.genai.orchestratorcore.models.llm.LLMSetting
+import ai.tock.genai.orchestratorcore.models.observability.ObservabilitySetting
 
 class SentenceGenerationQuery(
     val llmSetting: LLMSetting,
-    val prompt: PromptTemplate
+    val prompt: PromptTemplate,
+    val observabilitySetting: ObservabilitySetting?
 )
 
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/CompletionService.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/CompletionService.kt
index c1267bc205..d25946e6c8 100644
--- a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/CompletionService.kt
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/CompletionService.kt
@@ -21,6 +21,4 @@ import ai.tock.genai.orchestratorclient.responses.SentenceGenerationResponse
 
 interface CompletionService {
     fun generateSentences(query: SentenceGenerationQuery):  SentenceGenerationResponse?
-
-
 }
\ No newline at end of file
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/ObservabilityProviderService.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/ObservabilityProviderService.kt
new file mode 100644
index 0000000000..fc88a7830e
--- /dev/null
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/ObservabilityProviderService.kt
@@ -0,0 +1,24 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorclient.services
+
+import ai.tock.genai.orchestratorclient.requests.ObservabilityProviderSettingStatusQuery
+import ai.tock.genai.orchestratorclient.responses.ProviderSettingStatusResponse
+
+interface ObservabilityProviderService {
+    fun checkSetting(query: ObservabilityProviderSettingStatusQuery): ProviderSettingStatusResponse?
+}
\ No newline at end of file
diff --git a/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/impl/ObservabilityProviderServiceImpl.kt b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/impl/ObservabilityProviderServiceImpl.kt
new file mode 100644
index 0000000000..1b728f06fe
--- /dev/null
+++ b/gen-ai/orchestrator-client/src/main/kotlin/ai/tock/genai/orchestratorclient/services/impl/ObservabilityProviderServiceImpl.kt
@@ -0,0 +1,33 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorclient.services.impl
+
+import ai.tock.genai.orchestratorclient.retrofit.GenAIOrchestratorClient
+import ai.tock.genai.orchestratorclient.api.ObservabilityProviderApi
+import ai.tock.genai.orchestratorclient.requests.ObservabilityProviderSettingStatusQuery
+import ai.tock.genai.orchestratorclient.responses.ProviderSettingStatusResponse
+import ai.tock.genai.orchestratorclient.services.ObservabilityProviderService
+
+class ObservabilityProviderServiceImpl: ObservabilityProviderService {
+    private val retrofit = GenAIOrchestratorClient.getClient()
+    private val observabilityProviderApi = retrofit.create(ObservabilityProviderApi::class.java)
+
+    override fun checkSetting(query: ObservabilityProviderSettingStatusQuery): ProviderSettingStatusResponse? {
+        val response = observabilityProviderApi.checkObservabilitySetting(query, query.setting.provider).execute()
+        return response.body()
+    }
+}
\ No newline at end of file
diff --git a/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/mappers/ObservabilitySettingMapper.kt b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/mappers/ObservabilitySettingMapper.kt
new file mode 100644
index 0000000000..f3ffde2663
--- /dev/null
+++ b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/mappers/ObservabilitySettingMapper.kt
@@ -0,0 +1,62 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorcore.mappers
+
+import ai.tock.genai.orchestratorcore.models.observability.*
+import ai.tock.genai.orchestratorcore.utils.SecurityUtils
+
+/**
+ * The Large Language Model Setting Mapper
+ */
+object ObservabilitySettingMapper {
+
+    /**
+     * Convert the Observability setting to a DTO
+     * @param entity the [ObservabilitySetting] as recorded in the database
+     * @return [ObservabilitySettingDTO]
+     */
+    fun toDTO(entity: ObservabilitySetting): ObservabilitySettingDTO =
+        with(entity){
+            when(this){
+                is LangfuseObservabilitySetting -> {
+                    val secretKey = SecurityUtils.fetchSecretKeyValue(secretKey)
+                    return LangfuseObservabilitySetting(secretKey, publicKey, url)
+                }
+                else ->
+                    throw IllegalArgumentException("Unsupported Observability Setting")
+            }
+        }
+
+    /**
+     * Convert the Observability setting DTO to an Entity
+     * @param dto the [ObservabilitySettingDTO]
+     * @param secretName the secret name
+     * @return [ObservabilitySetting]
+     */
+    fun toEntity(dto: ObservabilitySettingDTO, secretName: String): ObservabilitySetting =
+        with(dto){
+            when(this){
+                is LangfuseObservabilitySetting -> {
+                    val secretKey = SecurityUtils.getSecretKey(secretKey, secretName)
+                    return LangfuseObservabilitySetting(secretKey, publicKey, url)
+                }
+                else ->
+                    throw IllegalArgumentException("Unsupported Observability Setting")
+            }
+        }
+
+}
\ No newline at end of file
diff --git a/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/Constants.kt b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/Constants.kt
index 080802a3fa..c8bf48c76a 100644
--- a/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/Constants.kt
+++ b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/Constants.kt
@@ -19,6 +19,9 @@ package ai.tock.genai.orchestratorcore.models
 object Constants {
     const val OPEN_AI = "OpenAI"
     const val AZURE_OPEN_AI_SERVICE = "AzureOpenAIService"
+
+    const val LANGFUSE = "Langfuse"
+
     const val SECRET_KEY_RAW = "Raw"
     const val SECRET_KEY_AWS = "AwsSecretsManager"
 
@@ -30,4 +33,6 @@ object Constants {
     const val GEN_AI_RAG_EMBEDDING_QUESTION="$GEN_AI_RAG/embeddingQuestion"
 
     const val GEN_AI_COMPLETION_SENTENCE_GENERATION="$GEN_AI_COMPLETION/sentenceGeneration"
+
+    const val GEN_AI_OBSERVABILITY="$GEN_AI/OBSERVABILITY"
 }
diff --git a/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/LangfuseObservabilitySetting.kt b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/LangfuseObservabilitySetting.kt
new file mode 100644
index 0000000000..e835f1eab0
--- /dev/null
+++ b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/LangfuseObservabilitySetting.kt
@@ -0,0 +1,23 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorcore.models.observability
+
+data class LangfuseObservabilitySetting<T>(
+    val secretKey: T,
+    val publicKey: String,
+    val url: String
+) : ObservabilitySettingBase<T>(ObservabilityProvider.Langfuse)
\ No newline at end of file
diff --git a/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/ObservabilityProvider.kt b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/ObservabilityProvider.kt
new file mode 100644
index 0000000000..ce7d780da8
--- /dev/null
+++ b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/ObservabilityProvider.kt
@@ -0,0 +1,27 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorcore.models.observability
+
+enum class ObservabilityProvider{
+    Langfuse;
+
+    companion object {
+        fun findByName(provider: String): ObservabilityProvider? {
+            return entries.firstOrNull { it.name == provider }
+        }
+    }
+}
\ No newline at end of file
diff --git a/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/ObservabilitySettingBase.kt b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/ObservabilitySettingBase.kt
new file mode 100644
index 0000000000..2ee8faf3be
--- /dev/null
+++ b/gen-ai/orchestrator-core/src/main/kotlin/ai/tock/genai/orchestratorcore/models/observability/ObservabilitySettingBase.kt
@@ -0,0 +1,38 @@
+/*
+ * Copyright (C) 2017/2021 e-voyageurs technologies
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package ai.tock.genai.orchestratorcore.models.observability
+
+
+import ai.tock.genai.orchestratorcore.models.Constants
+import ai.tock.genai.orchestratorcore.models.security.SecretKey
+import com.fasterxml.jackson.annotation.JsonSubTypes
+import com.fasterxml.jackson.annotation.JsonTypeInfo
+
+@JsonTypeInfo(
+    use = JsonTypeInfo.Id.NAME,
+    include = JsonTypeInfo.As.EXISTING_PROPERTY,
+    property = "provider"
+)
+@JsonSubTypes(
+    JsonSubTypes.Type(value = LangfuseObservabilitySetting::class, name = Constants.LANGFUSE)
+)
+abstract class ObservabilitySettingBase<T>(
+    val provider: ObservabilityProvider
+)
+
+typealias ObservabilitySettingDTO = ObservabilitySettingBase<String>
+typealias ObservabilitySetting = ObservabilitySettingBase<SecretKey>
diff --git a/gen-ai/orchestrator-server/src/main/python/server/poetry.lock b/gen-ai/orchestrator-server/src/main/python/server/poetry.lock
index 95f96dbbd7..1ae6e621e9 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/poetry.lock
+++ b/gen-ai/orchestrator-server/src/main/python/server/poetry.lock
@@ -2,87 +2,87 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -112,24 +112,24 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "annotated-types"
-version = "0.6.0"
+version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
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 ]
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.4.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -192,6 +192,17 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+description = "Function decoration for backoff and retry"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+]
+
 [[package]]
 name = "bandit"
 version = "1.7.8"
@@ -229,17 +240,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.66"
+version = "1.34.114"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.34.66,<1.35.0"
+botocore = ">=1.34.114,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -248,13 +259,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.66"
+version = "1.34.114"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -266,7 +277,7 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.19.19)"]
+crt = ["awscrt (==0.20.9)"]
 
 [[package]]
 name = "cachecontrol"
@@ -476,63 +487,63 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "coverage"
-version = "7.4.4"
+version = "7.5.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -540,18 +551,18 @@ toml = ["tomli"]
 
 [[package]]
 name = "cyclonedx-bom"
-version = "4.1.4"
+version = "4.4.3"
 description = "CycloneDX Software Bill of Materials (SBOM) generator for Python projects and environments"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "cyclonedx_bom-4.1.4-py3-none-any.whl", hash = "sha256:0627882e01bfb5a7396f53931fd80caa3dd71fb640f869c693d80f71cf034bfb"},
-    {file = "cyclonedx_bom-4.1.4.tar.gz", hash = "sha256:7f31b7e3ebdacd316ce1da7d40fa8682b4e95dc5a419c287d63ef837ffd94c0f"},
+    {file = "cyclonedx_bom-4.4.3-py3-none-any.whl", hash = "sha256:36026f9b222a855772d607032da1991ee1dccf1cbd1e74872af51bd4acfcc397"},
+    {file = "cyclonedx_bom-4.4.3.tar.gz", hash = "sha256:088dfff2084e9df60924975ec82b15f5e44ec5bd8ef2a29ed43905ee2b84a6e2"},
 ]
 
 [package.dependencies]
 chardet = ">=5.1,<6.0"
-cyclonedx-python-lib = {version = ">=6.1.0,<7.0.0", extras = ["validation"]}
+cyclonedx-python-lib = {version = ">=7.3.0,<7.3.1 || >7.3.1,<8.0.0", extras = ["validation"]}
 packageurl-python = ">=0.11,<2"
 packaging = ">=22,<25"
 pip-requirements-parser = ">=32.0,<33.0"
@@ -559,13 +570,13 @@ tomli = {version = ">=2.0.1,<3.0.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "cyclonedx-python-lib"
-version = "6.4.4"
+version = "7.4.0"
 description = "Python library for CycloneDX"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
-    {file = "cyclonedx_python_lib-6.4.4-py3-none-any.whl", hash = "sha256:c366619cc4effd528675f1f7a7a00be30b6695ff03f49c64880ad15acbebc341"},
-    {file = "cyclonedx_python_lib-6.4.4.tar.gz", hash = "sha256:1b6f9109b6b9e91636dff822c2de90a05c0c8af120317713c1b879dbfdebdff8"},
+    {file = "cyclonedx_python_lib-7.4.0-py3-none-any.whl", hash = "sha256:fc423e7f46d772e5ded29a48cb0743233e692e5853c49b829efc0f59014efde1"},
+    {file = "cyclonedx_python_lib-7.4.0.tar.gz", hash = "sha256:09b10736a7f440262578fa40f470b448de1ebf3c7a71e2ff0a4af0781d3a3b42"},
 ]
 
 [package.dependencies]
@@ -573,7 +584,7 @@ jsonschema = {version = ">=4.18,<5.0", extras = ["format"], optional = true, mar
 license-expression = ">=30,<31"
 lxml = {version = ">=4,<6", optional = true, markers = "extra == \"validation\" or extra == \"xml-validation\""}
 packageurl-python = ">=0.11,<2"
-py-serializable = ">=0.16,<2"
+py-serializable = ">=1.0.3,<2"
 sortedcontainers = ">=2.4.0,<3.0.0"
 
 [package.extras]
@@ -583,13 +594,13 @@ xml-validation = ["lxml (>=4,<6)"]
 
 [[package]]
 name = "dataclasses-json"
-version = "0.6.4"
+version = "0.6.6"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.7"
 files = [
-    {file = "dataclasses_json-0.6.4-py3-none-any.whl", hash = "sha256:f90578b8a3177f7552f4e1a6e535e84293cd5da421fcce0642d49c0d7bdf8df2"},
-    {file = "dataclasses_json-0.6.4.tar.gz", hash = "sha256:73696ebf24936560cca79a2430cbc4f3dd23ac7bf46ed17f38e5e5e7657a6377"},
+    {file = "dataclasses_json-0.6.6-py3-none-any.whl", hash = "sha256:e54c5c87497741ad454070ba0ed411523d46beb5da102e221efb873801b0ba85"},
+    {file = "dataclasses_json-0.6.6.tar.gz", hash = "sha256:0c09827d26fffda27f1be2fed7a7a01a29c5ddcd2eb6393ad5ebf9d77e9deae8"},
 ]
 
 [package.dependencies]
@@ -629,15 +640,25 @@ files = [
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
 
+[[package]]
+name = "events"
+version = "0.5"
+description = "Bringing the elegance of C# EventHandler to Python"
+optional = false
+python-versions = "*"
+files = [
+    {file = "Events-0.5-py3-none-any.whl", hash = "sha256:a7286af378ba3e46640ac9825156c93bdba7502174dd696090fdfcd4d80a1abd"},
+]
+
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
-    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
+    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
 ]
 
 [package.extras]
@@ -664,18 +685,18 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "filelock"
-version = "3.13.1"
+version = "3.14.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
-    {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
+    {file = "filelock-3.14.0-py3-none-any.whl", hash = "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f"},
+    {file = "filelock-3.14.0.tar.gz", hash = "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
@@ -880,13 +901,13 @@ lxml = ["lxml"]
 
 [[package]]
 name = "httpcore"
-version = "1.0.4"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"},
-    {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"},
+    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
+    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
 ]
 
 [package.dependencies]
@@ -897,7 +918,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
 
 [[package]]
 name = "httpx"
@@ -923,15 +944,34 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "httpx-auth-awssigv4"
+version = "0.1.4"
+description = "This package provides utilities to add AWS Signature V4 authentication infrormation to calls made by python httpx library."
+optional = false
+python-versions = ">=3.6.2,<4.0"
+files = [
+    {file = "httpx-auth-awssigv4-0.1.4.tar.gz", hash = "sha256:6e8c87c9367896db6eea28a2195cb85a61ddf374cffab2070b2d044c3343625d"},
+    {file = "httpx_auth_awssigv4-0.1.4-py3-none-any.whl", hash = "sha256:e58ea5abf976cf4d6ef7643088e8e8002a557ca0520b076c56a9b9a14141bfae"},
+]
+
+[package.dependencies]
+httpx = ">0.20.0"
+
+[package.extras]
+dev = ["bump2version (>=1.0.1,<2.0.0)", "pip (>=20.3.1,<21.0.0)", "pre-commit (>=2.12.0,<3.0.0)", "toml (>=0.10.2,<0.11.0)", "tox (>=3.20.1,<4.0.0)", "twine (>=3.3.0,<4.0.0)", "virtualenv (>=20.2.2,<21.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-autorefs (>=0.2.1,<0.3.0)", "mkdocs-include-markdown-plugin (>=1.0.0,<2.0.0)", "mkdocs-material (>=6.1.7,<7.0.0)", "mkdocstrings (>=0.15.2,<0.16.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "flake8 (>=3.9.2,<4.0.0)", "flake8-docstrings (>=1.6.0,<2.0.0)", "isort (>=5.8.0,<6.0.0)", "jinja2 (==2.11.3)", "markupsafe (==2.0.1)", "mkdocs-material-extensions (>=1.0.1,<2.0.0)", "mypy (>=0.900,<0.901)", "pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<3.0.0)"]
+
 [[package]]
 name = "identify"
-version = "2.5.35"
+version = "2.5.36"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.35-py2.py3-none-any.whl", hash = "sha256:c4de0081837b211594f8e877a6b4fad7ca32bbfc1a9307fdd61c28bfe923f13e"},
-    {file = "identify-2.5.35.tar.gz", hash = "sha256:10a7ca245cfcd756a554a7288159f72ff105ad233c7c4b9c6f0f4d108f5f6791"},
+    {file = "identify-2.5.36-py2.py3-none-any.whl", hash = "sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa"},
+    {file = "identify-2.5.36.tar.gz", hash = "sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d"},
 ]
 
 [package.extras]
@@ -939,13 +979,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
@@ -975,13 +1015,13 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -1028,13 +1068,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
+    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
 ]
 
 [package.dependencies]
@@ -1071,22 +1111,21 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "langchain"
-version = "0.1.12"
+version = "0.1.20"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.1.12-py3-none-any.whl", hash = "sha256:b4dd1760e2d035daefad08af60a209b96b729ee45492d34e3e127e553a471034"},
-    {file = "langchain-0.1.12.tar.gz", hash = "sha256:5f612761ba548b81748ed8dc70535e8de0531445415028a82de3fd8255bfa8a3"},
+    {file = "langchain-0.1.20-py3-none-any.whl", hash = "sha256:09991999fbd6c3421a12db3c7d1f52d55601fc41d9b2a3ef51aab2e0e9c38da9"},
+    {file = "langchain-0.1.20.tar.gz", hash = "sha256:f35c95eed8c8375e02dce95a34f2fd4856a4c98269d6dc34547a23dba5beab7e"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
-jsonpatch = ">=1.33,<2.0"
-langchain-community = ">=0.0.28,<0.1"
-langchain-core = ">=0.1.31,<0.2.0"
+langchain-community = ">=0.0.38,<0.1"
+langchain-core = ">=0.1.52,<0.2.0"
 langchain-text-splitters = ">=0.0.1,<0.1"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = ">=1,<2"
@@ -1100,31 +1139,31 @@ tenacity = ">=8.1.0,<9.0.0"
 azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-textanalytics (>=5.3.0,<6.0.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0b8)", "openai (<2)"]
 clarifai = ["clarifai (>=9.1.0)"]
 cli = ["typer (>=0.9.0,<0.10.0)"]
-cohere = ["cohere (>=4,<5)"]
+cohere = ["cohere (>=4,<6)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<5)", "couchbase (>=4.1.9,<5.0.0)", "dashvector (>=1.0.1,<2.0.0)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "langchain-openai (>=0.0.2,<0.1)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
+extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<6)", "couchbase (>=4.1.9,<5.0.0)", "dashvector (>=1.0.1,<2.0.0)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "langchain-openai (>=0.0.2,<0.1)", "lxml (>=4.9.3,<6.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
 javascript = ["esprima (>=4.0.1,<5.0.0)"]
-llms = ["clarifai (>=9.1.0)", "cohere (>=4,<5)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (<2)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
+llms = ["clarifai (>=9.1.0)", "cohere (>=4,<6)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (<2)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
 openai = ["openai (<2)", "tiktoken (>=0.3.2,<0.6.0)"]
 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.0.28"
+version = "0.0.38"
 description = "Community contributed LangChain integrations."
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.0.28-py3-none-any.whl", hash = "sha256:bdb015ac455ae68432ea104628717583dce041e1abdfcefe86e39f034f5e90b8"},
-    {file = "langchain_community-0.0.28.tar.gz", hash = "sha256:8664d243a90550fc5ddc137b712034e02c8d43afc8d4cc832ba5842b44c864ce"},
+    {file = "langchain_community-0.0.38-py3-none-any.whl", hash = "sha256:ecb48660a70a08c90229be46b0cc5f6bc9f38f2833ee44c57dfab9bf3a2c121a"},
+    {file = "langchain_community-0.0.38.tar.gz", hash = "sha256:127fc4b75bc67b62fe827c66c02e715a730fef8fe69bd2023d466bab06b5810d"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain-core = ">=0.1.31,<0.2.0"
+langchain-core = ">=0.1.52,<0.2.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = ">=1,<2"
 PyYAML = ">=5.3"
@@ -1134,27 +1173,25 @@ tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
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@@ -1179,30 +1216,54 @@ tiktoken = ">=0.5.2,<0.6.0"
 
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 [package.extras]
@@ -1494,13 +1542,13 @@ files = [
 
 [[package]]
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-version = "3.21.1"
+version = "3.21.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1508,7 +1556,7 @@ packaging = ">=17.0"
 
 [package.extras]
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 tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
@@ -1699,18 +1747,15 @@ files = [
 
 [[package]]
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+version = "1.9.0"
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 ]
 
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -1758,13 +1803,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.14.2"
+version = "1.30.4"
 description = "The official Python library for the openai API"
 optional = false
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@@ -1781,85 +1826,85 @@ datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
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 [[package]]
@@ -1892,18 +1937,18 @@ files = [
 
 [[package]]
 name = "path"
-version = "16.10.0"
+version = "16.14.0"
 description = "A module wrapper for os.path"
 optional = false
 python-versions = ">=3.8"
 files = [
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["appdirs", "more-itertools", "packaging", "pygments", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "pywin32"]
 
 [[package]]
 name = "pbr"
@@ -1943,18 +1988,18 @@ pip = "*"
 
 [[package]]
 name = "pip-audit"
-version = "2.7.2"
+version = "2.7.3"
 description = "A tool for scanning Python environments for known vulnerabilities"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 CacheControl = {version = ">=0.13.0", extras = ["filecache"]}
-cyclonedx-python-lib = ">=5,<7"
+cyclonedx-python-lib = ">=5,<8"
 html5lib = ">=1.1"
 packaging = ">=23.0.0"
 pip-api = ">=0.0.28"
@@ -1966,7 +2011,7 @@ toml = ">=0.10"
 [package.extras]
 dev = ["build", "bump (>=1.3.2)", "pip-audit[doc,lint,test]"]
 doc = ["pdoc"]
-lint = ["interrogate", "mypy", "ruff (<0.2.3)", "types-html5lib", "types-requests", "types-toml"]
+lint = ["interrogate", "mypy", "ruff (<0.4.3)", "setuptools", "types-html5lib", "types-requests", "types-toml"]
 test = ["coverage[toml] (>=7.0,!=7.3.3,<8.0)", "pretend", "pytest", "pytest-cov"]
 
 [[package]]
@@ -1990,28 +2035,29 @@ testing = ["aboutcode-toolkit (>=6.0.0)", "black", "pytest (>=6,!=7.0.0)", "pyte
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.2.2"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "pluggy"
-version = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2020,13 +2066,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.6.2"
+version = "3.7.1"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2038,13 +2084,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "py-serializable"
-version = "1.0.2"
+version = "1.0.3"
 description = "Library for serializing and deserializing Python Objects to and from JSON and XML."
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 [package.dependencies]
@@ -2052,18 +2098,18 @@ defusedxml = ">=0.7.1,<0.8.0"
 
 [[package]]
 name = "pydantic"
-version = "2.6.4"
+version = "2.7.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.16.3"
+pydantic-core = "2.18.3"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -2071,90 +2117,90 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.16.3"
-description = ""
+version = "2.18.3"
+description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
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 [[package]]
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 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
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 ]
 
 [package.dependencies]
@@ -2813,17 +2845,18 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "tenacity"
-version = "8.2.3"
+version = "8.3.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tiktoken"
@@ -2901,13 +2934,13 @@ files = [
 
 [[package]]
 name = "tox"
-version = "4.14.1"
+version = "4.15.0"
 description = "tox is a generic virtualenv management and test command line tool"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2928,13 +2961,13 @@ testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-po
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2959,13 +2992,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.12.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3034,13 +3067,13 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "virtualenv"
-version = "20.25.1"
+version = "20.26.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3049,7 +3082,7 @@ filelock = ">=3.12.2,<4"
 platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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 [[package]]
@@ -3078,6 +3111,85 @@ files = [
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 ]
 
+[[package]]
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+version = "1.16.0"
+description = "Module for decorators, wrappers and monkey patching."
+optional = false
+python-versions = ">=3.6"
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+    {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dbed418ba5c3dce92619656802cc5355cb679e58d0d89b50f116e4a9d5a9603e"},
+    {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:941988b89b4fd6b41c3f0bfb20e92bd23746579736b7343283297c4c8cbae68f"},
+    {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6a42cd0cfa8ffc1915aef79cb4284f6383d8a3e9dcca70c445dcfdd639d51267"},
+    {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:1ca9b6085e4f866bd584fb135a041bfc32cab916e69f714a7d1d397f8c4891ca"},
+    {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:d5e49454f19ef621089e204f862388d29e6e8d8b162efce05208913dde5b9ad6"},
+    {file = "wrapt-1.16.0-cp38-cp38-win32.whl", hash = "sha256:c31f72b1b6624c9d863fc095da460802f43a7c6868c5dda140f51da24fd47d7b"},
+    {file = "wrapt-1.16.0-cp38-cp38-win_amd64.whl", hash = "sha256:490b0ee15c1a55be9c1bd8609b8cecd60e325f0575fc98f50058eae366e01f41"},
+    {file = "wrapt-1.16.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9b201ae332c3637a42f02d1045e1d0cccfdc41f1f2f801dafbaa7e9b4797bfc2"},
+    {file = "wrapt-1.16.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5cd603b575ebceca7da5a3a251e69561bec509e0b46e4993e1cac402b7247b8"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
+    {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
+    {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
+    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
+]
+
 [[package]]
 name = "yarl"
 version = "1.9.4"
@@ -3184,4 +3296,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "7df61cdb2c4848a2bb211e3ca1d28ea9728a2cb5cc0758c86bd944622b733346"
+content-hash = "e3754f13063a6311dce1d1884c04ee277e08105cf2ea9d3f891190d97c58b557"
diff --git a/gen-ai/orchestrator-server/src/main/python/server/pyproject.toml b/gen-ai/orchestrator-server/src/main/python/server/pyproject.toml
index 1c80845c78..ef351d738b 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/pyproject.toml
+++ b/gen-ai/orchestrator-server/src/main/python/server/pyproject.toml
@@ -20,6 +20,8 @@ colorlog = "^6.8.0"
 boto3 = "^1.34.25"
 urllib3 = "^1.26"
 jinja2 = "^3.1.3"
+langfuse = "^2.33.0"
+httpx-auth-awssigv4 = "^0.1.4"
 
 
 [tool.poetry.group.dev.dependencies]
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/configurations/environment/settings.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/configurations/environment/settings.py
index 3eec42ba79..a73bf7a245 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/configurations/environment/settings.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/configurations/environment/settings.py
@@ -25,6 +25,7 @@
 from path import Path
 from pydantic_settings import BaseSettings, SettingsConfigDict
 
+from gen_ai_orchestrator.models.security.proxy_server_type import ProxyServerType
 from gen_ai_orchestrator.utils.aws.aws_secrets_manager_client import AWSSecretsManagerClient
 from gen_ai_orchestrator.utils.strings import obfuscate
 
@@ -80,6 +81,21 @@ class _Settings(BaseSettings):
     """Request timeout: set the maximum time (in seconds) for the request to be completed."""
     open_search_timeout: int = 4
 
+    observability_provider_max_retries: int = 0
+    """Request timeout (in seconds)."""
+    observability_provider_timeout: int = 3
+
+    """
+    This AWSLambda proxy is used when the architecture implemented for the Langfuse
+    observability tool places it behind an API Gateway which requires its
+    own authentication, itself invoked by an AWS Lambda.
+    The API Gateway uses the standard "Authorization" header,
+    and uses observability_proxy_server_authorization_header_name
+    to define the "Authorization bearer token" for Langfuse.
+    """
+    observability_proxy_server: Optional[ProxyServerType] = None
+    observability_proxy_server_authorization_header_name: Optional[str] = None
+
 
 application_settings = _Settings()
 is_prod_environment = _Environment.PROD == application_settings.application_environment
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/exceptions/observability/__init__.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/exceptions/observability/__init__.py
new file mode 100644
index 0000000000..9e67ec83d9
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/exceptions/observability/__init__.py
@@ -0,0 +1,14 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/exceptions/observability/observability_exceptions.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/exceptions/observability/observability_exceptions.py
new file mode 100644
index 0000000000..6b9bc64c2f
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/exceptions/observability/observability_exceptions.py
@@ -0,0 +1,46 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+""""
+Observability Exception Module
+List of all Observability exceptions managed by Gen AI Orchestrator
+"""
+from typing import Optional
+
+from gen_ai_orchestrator.errors.exceptions.exceptions import (
+    GenAIOrchestratorException,
+)
+from gen_ai_orchestrator.models.errors.errors_models import ErrorCode, ErrorInfo
+
+
+class GenAIUnknownObservabilityProviderException(GenAIOrchestratorException):
+    """Unknown Observability Provider"""
+
+    def __init__(self, info: ErrorInfo):
+        super().__init__(ErrorCode.OBSERVABILITY_UNKNOWN_PROVIDER, info)
+
+
+class GenAIUnknownObservabilityProviderSettingException(GenAIOrchestratorException):
+    """Unknown Observability Provider Setting"""
+
+    def __init__(self, info: Optional[ErrorInfo] = None):
+        super().__init__(ErrorCode.OBSERVABILITY_UNKNOWN_PROVIDER_SETTING, info)
+
+
+class GenAIObservabilityErrorException(GenAIOrchestratorException):
+    """Observability returns a non-OK (>=400) HTTP status code."""
+
+    def __init__(self, info: ErrorInfo):
+        super().__init__(ErrorCode.OBSERVABILITY_API_ERROR, info)
+
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/handlers/langfuse/__init__.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/handlers/langfuse/__init__.py
new file mode 100644
index 0000000000..9e67ec83d9
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/handlers/langfuse/__init__.py
@@ -0,0 +1,14 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/handlers/langfuse/langfuse_exception_handler.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/handlers/langfuse/langfuse_exception_handler.py
new file mode 100644
index 0000000000..eee7d7a0d2
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/errors/handlers/langfuse/langfuse_exception_handler.py
@@ -0,0 +1,43 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Module of the Langfuse exception handlers"""
+
+import logging
+
+from langfuse.api.core import ApiError
+
+from gen_ai_orchestrator.models.errors.errors_models import ErrorInfo
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
+
+logger = logging.getLogger(__name__)
+
+
+def create_error_info_langfuse(
+    exc: ApiError
+) -> ErrorInfo:
+    """
+    Create ErrorInfo for a Langfuse error
+
+    Args:
+        exc: the Langfuse Api error
+    Returns:
+        The ErrorInfo with the Langfuse Api error parameters
+    """
+
+    return ErrorInfo(
+        provider=ObservabilityProvider.LANGFUSE.value,
+        error=exc.__class__.__name__,
+        cause=str(exc),
+    )
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/main.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/main.py
index 7e63b9b725..86a192c5fc 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/main.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/main.py
@@ -32,6 +32,7 @@
 from gen_ai_orchestrator.routers.em_providers_router import em_providers_router
 from gen_ai_orchestrator.routers.completion_router import completion_router
 from gen_ai_orchestrator.routers.llm_providers_router import llm_providers_router
+from gen_ai_orchestrator.routers.observability_providers_router import observability_providers_router
 from gen_ai_orchestrator.routers.rag_router import rag_router
 
 # configure logging
@@ -51,6 +52,7 @@
 app.include_router(application_check_router)
 app.include_router(llm_providers_router)
 app.include_router(em_providers_router)
+app.include_router(observability_providers_router)
 app.include_router(rag_router)
 app.include_router(completion_router)
 
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/errors/errors_models.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/errors/errors_models.py
index 4af94b804b..89cb553e09 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/errors/errors_models.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/errors/errors_models.py
@@ -55,6 +55,11 @@ class ErrorCode(Enum):
     OPEN_SEARCH_RESOURCE_NOT_FOUND = 4002
     OPEN_SEARCH_INDEX_NOT_FOUND = 4003
 
+    # Observability Errors
+    OBSERVABILITY_UNKNOWN_PROVIDER = 5000
+    OBSERVABILITY_UNKNOWN_PROVIDER_SETTING = 5001
+    OBSERVABILITY_API_ERROR = 5002
+
     @classmethod
     def __get_pydantic_json_schema__(
         cls, core_schema: core_schema.JsonSchema, handler: GetJsonSchemaHandler
@@ -177,6 +182,13 @@ class ErrorMessages:
             message='The OpenSearch index was not found.',
             detail='Ensure that the index exists and create it if it does not.',
         ),
+        # Observability Errors
+        ErrorCode.OBSERVABILITY_UNKNOWN_PROVIDER: ErrorMessage(message='Unknown Observability Provider.'),
+        ErrorCode.OBSERVABILITY_UNKNOWN_PROVIDER_SETTING: ErrorMessage(
+            message='Unknown Observability Provider Settings.'),
+        ErrorCode.OBSERVABILITY_API_ERROR: ErrorMessage(
+            message='API error.',
+        ),
     }
 
     def get_message(self, code: ErrorCode) -> ErrorMessage:
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/__init__.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/__init__.py
new file mode 100644
index 0000000000..9e67ec83d9
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/__init__.py
@@ -0,0 +1,14 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/langfuse/__init__.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/langfuse/__init__.py
new file mode 100644
index 0000000000..9e67ec83d9
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/langfuse/__init__.py
@@ -0,0 +1,14 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/langfuse/langfuse_setting.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/langfuse/langfuse_setting.py
new file mode 100644
index 0000000000..864046d2d4
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/langfuse/langfuse_setting.py
@@ -0,0 +1,48 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Model for creating LangfuseObservabilitySetting."""
+
+from typing import Literal
+
+from pydantic import AnyUrl, Field
+
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
+from gen_ai_orchestrator.models.observability.observability_setting import BaseObservabilitySetting
+from gen_ai_orchestrator.models.security.raw_secret_key.raw_secret_key import (
+    RawSecretKey,
+)
+from gen_ai_orchestrator.models.security.security_types import SecretKey
+
+
+class LangfuseObservabilitySetting(BaseObservabilitySetting):
+    """
+    A class for Langfuse Observability Setting.
+    Usage docs: https://langfuse.com/docs
+    """
+
+    provider: Literal[ObservabilityProvider.LANGFUSE] = Field(
+        description='The Observability Provider.', examples=[ObservabilityProvider.LANGFUSE]
+    )
+    url: AnyUrl = Field(
+        description='The Langfuse server url', examples=['https://cloud.langfuse.com'], default='http://localhost:3000'
+    )
+    secret_key: SecretKey = Field(
+        description='Stores the secret key used to authenticate requests to the Observability Provider API.',
+        examples=[RawSecretKey(value='sk-lf-93c4f78f-4096-416b-a6e3-ceabe45abe8f')],
+    )
+    public_key: str = Field(
+        description='Stores the public key used to authenticate requests to the Observability Provider API.',
+        examples=['pk-lf-5e374dc6-e194-4b37-9c07-b77e68ef7d2c'],
+    )
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_provider.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_provider.py
new file mode 100644
index 0000000000..f80f563807
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_provider.py
@@ -0,0 +1,28 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""ObservabilityProvider Enumeration."""
+
+from enum import Enum, unique
+
+
+@unique
+class ObservabilityProvider(str, Enum):
+    """Enumeration to list Observability Provider type"""
+
+    LANGFUSE = 'Langfuse'
+
+    @classmethod
+    def has_value(cls, value):
+        return value in cls._value2member_map_
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_setting.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_setting.py
new file mode 100644
index 0000000000..46011eeec2
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_setting.py
@@ -0,0 +1,26 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Model for creating BaseObservabilitySetting."""
+
+from pydantic import BaseModel, Field
+
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
+
+
+class BaseObservabilitySetting(BaseModel):
+    """A base class for Langfuse Observability Setting."""
+
+    provider: ObservabilityProvider = Field(description='The Observability Provider.')
+
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_trace.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_trace.py
new file mode 100644
index 0000000000..e88438c99c
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_trace.py
@@ -0,0 +1,31 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""ObservabilityTrace Enumeration."""
+
+from enum import Enum, unique
+
+
+@unique
+class ObservabilityTrace(str, Enum):
+    """Enumeration to list Observability Trace type"""
+
+    RAG = 'RAG'
+    CHECK_LLM_SETTINGS = 'Check LLM Settings'
+    SENTENCE_GENERATION = 'Sentence Generation'
+    CHECK_OBSERVABILITY_SETTINGS = 'Check Observability Settings'
+
+    @classmethod
+    def has_value(cls, value):
+        return value in cls._value2member_map_
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_type.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_type.py
new file mode 100644
index 0000000000..3c184ccc61
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/observability/observability_type.py
@@ -0,0 +1,26 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Module defining generic type alias"""
+
+from typing import Annotated, Union
+
+from fastapi import Body
+
+from gen_ai_orchestrator.models.observability.langfuse.langfuse_setting import LangfuseObservabilitySetting
+
+ObservabilitySetting = Annotated[
+    Union[LangfuseObservabilitySetting],
+    Body(discriminator='provider'),
+]
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/security/proxy_server_type.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/security/proxy_server_type.py
new file mode 100644
index 0000000000..4f0793ea80
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/models/security/proxy_server_type.py
@@ -0,0 +1,32 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""ProxyServerType Enumeration."""
+
+from enum import Enum, unique
+
+
+@unique
+class ProxyServerType(str, Enum):
+    """Enumeration to list Proxy Server types
+
+    This AWSLambda proxy is used when the architecture implemented for the Langfuse
+    observability tool places it behind an API Gateway which requires its
+    own authentication, itself invoked by an AWS Lambda.
+    The API Gateway uses the standard "Authorization" header,
+    and uses observability_proxy_server_authorization_header_name
+    to define the "Authorization bearer token" for Langfuse.
+    """
+
+    AWS_LAMBDA = 'AwsLambda'
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/completion_router.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/completion_router.py
index 72f7a96009..47e2eb9b5f 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/completion_router.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/completion_router.py
@@ -56,7 +56,7 @@ async def generate_sentences(query: SentenceGenerationQuery):
         The list of generated sentences.
 
     Raises:
-        GenAIPromptTemplateException if the prompt template is incorrect
+        GenAIPromptTemplateException: if the prompt template is incorrect
     """
 
     logger.info('Generate sentences from %s', query.prompt.inputs)
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/em_providers_router.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/em_providers_router.py
index a5744c389e..9ec7ad06b9 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/em_providers_router.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/em_providers_router.py
@@ -83,7 +83,7 @@ async def get_em_provider_by_id(
         The EM Provider Response.
 
     Raises:
-        GenAIUnknownProviderException if the provider is unknown
+        GenAIUnknownProviderException: if the provider is unknown
     """
 
     # Query validation
@@ -106,7 +106,7 @@ async def get_em_provider_setting_by_id(
         The EM Provider Setting
 
     Raises:
-        GenAIUnknownProviderException if the provider is unknown
+        GenAIUnknownProviderException: if the provider is unknown
     """
 
     # Query validation
@@ -143,7 +143,7 @@ async def check_em_provider_setting(
         ProviderSettingStatusResponse
 
     Raises:
-        AIProviderBadQueryException if the provider ID is not consistent with the request body
+        AIProviderBadQueryException: if the provider ID is not consistent with the request body
     """
 
     # Query validation
@@ -168,7 +168,7 @@ def validate_query(request: Request, provider_id: str, setting: EMSetting):
         setting:  The EM Provider Setting
 
     Raises:
-        AIProviderBadQueryException if the provider ID is not consistent with the request body
+        AIProviderBadQueryException: if the provider ID is not consistent with the request body
     """
 
     validate_em_provider(request, provider_id)
@@ -186,7 +186,7 @@ def validate_em_provider(request: Request, provider_id: str):
         provider_id: The provider ID
 
     Raises:
-        GenAIUnknownProviderException if the provider is unknown
+        GenAIUnknownProviderException: if the provider is unknown
     """
 
     if not EMProvider.has_value(provider_id):
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/llm_providers_router.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/llm_providers_router.py
index b3c73c736d..2a61573d69 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/llm_providers_router.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/llm_providers_router.py
@@ -82,7 +82,7 @@ async def get_llm_provider_by_id(
         The LLM Provider Response
 
     Raises:
-        GenAIUnknownProviderException if the provider is unknown
+        GenAIUnknownProviderException: if the provider is unknown
     """
 
     # Query validation
@@ -105,7 +105,7 @@ async def get_llm_provider_setting_by_id(
         The LLM Provider Setting
 
     Raises:
-        GenAIUnknownProviderException if the provider is unknown
+        GenAIUnknownProviderException: if the provider is unknown
     """
 
     # Query validation
@@ -146,7 +146,7 @@ async def check_llm_provider_setting(
         ProviderSettingStatusResponse
 
     Raises:
-        AIProviderBadQueryException if the provider ID is not consistent with the request body
+        AIProviderBadQueryException: if the provider ID is not consistent with the request body
     """
 
     logger.info('Start LLM setting check for provider %s', provider_id)
@@ -155,7 +155,7 @@ async def check_llm_provider_setting(
 
     try:
         # LLM setting check
-        await check_llm_setting(query.setting)
+        await check_llm_setting(query)
 
         logger.info('The LLM setting is valid')
         return ProviderSettingStatusResponse(valid=True)
@@ -174,7 +174,7 @@ def validate_query(request: Request, provider_id: str, setting: LLMSetting):
         setting:  The LLM Provider Setting
 
     Raises:
-        AIProviderBadQueryException if the provider ID is not consistent with the request body
+        AIProviderBadQueryException: if the provider ID is not consistent with the request body
     """
 
     logger.debug('LLM setting - Query validation')
@@ -193,7 +193,7 @@ def validate_llm_provider(request: Request, provider_id: str):
         provider_id: The provider ID
 
     Raises:
-        GenAIUnknownProviderException if the provider is unknown
+        GenAIUnknownProviderException: if the provider is unknown
     """
 
     if not LLMProvider.has_value(provider_id):
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/observability_providers_router.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/observability_providers_router.py
new file mode 100644
index 0000000000..59d3899207
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/observability_providers_router.py
@@ -0,0 +1,189 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Router Module for Observability Providers"""
+
+import logging
+
+from fastapi import APIRouter, Request
+
+from gen_ai_orchestrator.errors.exceptions.ai_provider.ai_provider_exceptions import (
+    AIProviderBadQueryException,
+)
+from gen_ai_orchestrator.errors.exceptions.exceptions import (
+    GenAIOrchestratorException,
+    GenAIUnknownProviderException,
+)
+from gen_ai_orchestrator.errors.exceptions.observability.observability_exceptions import \
+    GenAIUnknownObservabilityProviderException
+from gen_ai_orchestrator.errors.handlers.fastapi.fastapi_handler import (
+    create_error_info_bad_request,
+    create_error_info_not_found,
+    create_error_response,
+)
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
+from gen_ai_orchestrator.models.observability.observability_type import ObservabilitySetting
+from gen_ai_orchestrator.models.security.raw_secret_key.raw_secret_key import (
+    RawSecretKey,
+)
+from gen_ai_orchestrator.routers.requests.requests import (
+    ObservabilityProviderSettingStatusQuery,
+)
+from gen_ai_orchestrator.routers.responses.responses import (
+    ObservabilityProviderResponse,
+    ProviderSettingStatusResponse,
+)
+from gen_ai_orchestrator.services.observability.observabilty_service import check_observability_setting
+
+logger = logging.getLogger(__name__)
+
+observability_providers_router = APIRouter(
+    prefix='/observability-providers',
+    tags=['Observability Providers'],
+    responses={404: {'description': 'Not found'}},
+)
+
+
+@observability_providers_router.get('')
+async def get_all_observability_providers() -> list[ObservabilityProvider]:
+    """
+    Returns:
+        List of available Observability Providers
+    """
+    return [provider.value for provider in ObservabilityProvider]
+
+
+@observability_providers_router.get('/{provider_id}')
+async def get_observability_provider_by_id(
+    request: Request, provider_id: str
+) -> ObservabilityProviderResponse:
+    """
+    Get Observability Provider by ID
+    Args:
+        request: The http request
+        provider_id: The provider id
+
+    Returns:
+        The Observability Provider Response
+
+    Raises:
+        GenAIUnknownProviderException: if the provider is unknown
+    """
+
+    # Query validation
+    validate_observability_provider(request, provider_id)
+
+    return ObservabilityProviderResponse(provider=ObservabilityProvider(provider_id))
+
+
+@observability_providers_router.get('/{provider_id}/setting/example')
+async def get_observability_provider_setting_by_id(
+    request: Request, provider_id: ObservabilityProvider
+) -> ObservabilitySetting:
+    """
+    Get a setting example for a given Observability Provider ID
+    Args:
+        request: The http request
+        provider_id: The provider id
+
+    Returns:
+        The Observability Provider Setting
+
+    Raises:
+        GenAIUnknownObservabilityProviderException: if the provider is unknown
+    """
+
+    # Query validation
+    validate_observability_provider(request, provider_id)
+
+    if provider_id == ObservabilityProvider.LANGFUSE:
+        return ObservabilitySetting(
+            provider=ObservabilityProvider.LANGFUSE,
+            secret_key=RawSecretKey(value='sk-lf-93c4f78f-4096-416b-a6e3-ceabe45abe8f'),
+            public_key='pk-lf-5e374dc6-e194-4b37-9c07-b77e68ef7d2c',
+            url="https://cloud.langfuse.com"
+        )
+
+
+@observability_providers_router.post('/{provider_id}/setting/status')
+async def check_observability_provider_setting(
+    request: Request, provider_id: str, query: ObservabilityProviderSettingStatusQuery
+) -> ProviderSettingStatusResponse:
+    """
+    Check the validity of a given Observability Provider Setting
+    Args:
+        request: The http request
+        provider_id: The provider id
+        query: The query of the Observability Provider Setting to be checked
+
+    Returns:
+        ProviderSettingStatusResponse
+
+    Raises:
+        AIProviderBadQueryException: if the provider ID is not consistent with the request body
+    """
+
+    logger.info('Start Observability setting check for provider %s', provider_id)
+    # Query validation
+    validate_query(request, provider_id, query.setting)
+
+    try:
+        # Observability setting check
+        check_observability_setting(query.setting)
+
+        logger.info('The Observability setting is valid')
+        return ProviderSettingStatusResponse(valid=True)
+    except GenAIOrchestratorException as exc:
+        logger.info('The Observability setting is invalid!')
+        logger.error(exc)
+        return ProviderSettingStatusResponse(errors=[create_error_response(exc)])
+
+
+def validate_query(request: Request, provider_id: str, setting: ObservabilitySetting):
+    """
+    Check the consistency of the Provider ID with the request body
+    Args:
+        request: The http request
+        provider_id: The provider ID
+        setting:  The Observability Provider Setting
+
+    Raises:
+        AIProviderBadQueryException: if the provider ID is not consistent with the request body
+    """
+
+    logger.debug('Observability setting - Query validation')
+    validate_observability_provider(request, provider_id)
+    if provider_id != setting.provider:
+        raise AIProviderBadQueryException(
+            create_error_info_bad_request(request, provider_id)
+        )
+
+
+def validate_observability_provider(request: Request, provider_id: str):
+    """
+    Check existence of Observability Provider by ID
+    Args:
+        request: The http request
+        provider_id: The provider ID
+
+    Raises:
+        GenAIUnknownObservabilityProviderException: if the provider is unknown
+    """
+
+    if not ObservabilityProvider.has_value(provider_id):
+        raise GenAIUnknownObservabilityProviderException(
+            create_error_info_not_found(
+                request, provider_id, [provider.value for provider in ObservabilityProvider]
+            )
+        )
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/requests/requests.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/requests/requests.py
index b86ad524fc..abf1d1b205 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/requests/requests.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/requests/requests.py
@@ -15,11 +15,14 @@
 """Module for Request Models"""
 
 from typing import Any
+from typing import Optional
 
 from pydantic import BaseModel, Field
 
 from gen_ai_orchestrator.models.em.em_types import EMSetting
 from gen_ai_orchestrator.models.llm.llm_types import LLMSetting
+from gen_ai_orchestrator.models.observability.langfuse.langfuse_setting import LangfuseObservabilitySetting
+from gen_ai_orchestrator.models.observability.observability_type import ObservabilitySetting
 from gen_ai_orchestrator.models.prompt.prompt_template import PromptTemplate
 from gen_ai_orchestrator.models.rag.rag_models import ChatMessage
 from gen_ai_orchestrator.models.vector_stores.vector_stores_types import DocumentSearchParams
@@ -29,6 +32,10 @@ class LLMProviderSettingStatusQuery(BaseModel):
     """The query for the LLM Provider Setting Status"""
 
     setting: LLMSetting = Field(description='The LLM Provider setting to be checked.')
+    observability_setting: Optional[ObservabilitySetting] = Field(
+        description='The observability settings',
+        default=None
+    )
 
 
 class EMProviderSettingStatusQuery(BaseModel):
@@ -39,6 +46,12 @@ class EMProviderSettingStatusQuery(BaseModel):
     )
 
 
+class ObservabilityProviderSettingStatusQuery(BaseModel):
+    """The query for the Observability Provider Setting Status"""
+
+    setting: ObservabilitySetting = Field(description='The Observability Provider setting to be checked.')
+
+
 class RagQuery(BaseModel):
     """The RAG query model"""
 
@@ -68,6 +81,10 @@ class RagQuery(BaseModel):
     document_search_params: DocumentSearchParams = Field(
         description='The document search parameters. Ex: number of documents, metadata filter',
     )
+    observability_setting: Optional[ObservabilitySetting] = Field(
+        description='The observability settings.',
+        default=None
+    )
 
     model_config = {
         'json_schema_extra': {
@@ -124,6 +141,7 @@ class RagQuery(BaseModel):
                         ],
                         'k': 4,
                     },
+                    'observability_setting' : None
                 }
             ]
         }
@@ -139,3 +157,7 @@ class SentenceGenerationQuery(BaseModel):
     prompt: PromptTemplate = Field(
         description='Prompt, used to create prompt with inputs and jinja template '
     )
+    observability_setting: Optional[ObservabilitySetting] = Field(
+        description='The observability settings.',
+        default=None
+    )
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/responses/responses.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/responses/responses.py
index 5e1f5ef5d6..3c64e0c68e 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/responses/responses.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/routers/responses/responses.py
@@ -21,6 +21,7 @@
 from gen_ai_orchestrator.models.em.em_provider import EMProvider
 from gen_ai_orchestrator.models.errors.errors_models import ErrorCode, ErrorInfo
 from gen_ai_orchestrator.models.llm.llm_provider import LLMProvider
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
 from gen_ai_orchestrator.models.rag.rag_models import TextWithFootnotes
 
 
@@ -51,7 +52,7 @@ class ProviderSettingStatusResponse(BaseModel):
     """The response model of the provider setting status"""
 
     valid: bool = Field(
-        description='It indicates the AI Provider setting validity.',
+        description='It indicates the setting validity.',
         examples=[True],
         default=False,
     )
@@ -66,6 +67,14 @@ class LLMProviderResponse(BaseModel):
     )
 
 
+class ObservabilityProviderResponse(BaseModel):
+    """The response model of the Observability provider"""
+
+    provider: ObservabilityProvider = Field(
+        description='The Observability Provider ID', default=[ObservabilityProvider.LANGFUSE]
+    )
+
+
 class EMProviderResponse(BaseModel):
     """The response model of the EM provider"""
 
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/completion/completion_service.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/completion/completion_service.py
index 949244ab12..2d9bdda6a3 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/completion/completion_service.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/completion/completion_service.py
@@ -16,10 +16,12 @@
 
 import logging
 import time
+from typing import Optional
 
 from jinja2 import Template, TemplateError
 from langchain_core.output_parsers import NumberedListOutputParser
 from langchain_core.prompts import PromptTemplate as LangChainPromptTemplate
+from langchain_core.runnables import RunnableConfig
 
 from gen_ai_orchestrator.errors.exceptions.exceptions import (
     GenAIPromptTemplateException,
@@ -28,6 +30,7 @@
     openai_exception_handler,
 )
 from gen_ai_orchestrator.models.errors.errors_models import ErrorInfo
+from gen_ai_orchestrator.models.observability.observability_trace import ObservabilityTrace
 from gen_ai_orchestrator.models.prompt.prompt_formatter import PromptFormatter
 from gen_ai_orchestrator.models.prompt.prompt_template import PromptTemplate
 from gen_ai_orchestrator.routers.requests.requests import (
@@ -37,7 +40,7 @@
     SentenceGenerationResponse,
 )
 from gen_ai_orchestrator.services.langchain.factories.langchain_factory import (
-    get_llm_factory,
+    get_llm_factory, create_observability_callback_handler,
 )
 
 logger = logging.getLogger(__name__)
@@ -69,12 +72,22 @@ async def generate_and_split_sentences(
     model = get_llm_factory(query.llm_setting).get_language_model()
 
     chain = prompt | model | parser
-    sentences = await chain.ainvoke(query.prompt.inputs)
+
+    config = None
+    # Create a RunnableConfig containing the observability callback handler
+    if query.observability_setting is not None:
+        config = {"callbacks": [
+            create_observability_callback_handler(
+                observability_setting=query.observability_setting,
+                trace_name=ObservabilityTrace.SENTENCE_GENERATION
+            )]}
+
+    sentences = await chain.ainvoke(query.prompt.inputs, config=config)
 
     logger.info(
         'Prompt completion - End of execution. (Duration : %.2f seconds)',
         time.time() - start_time,
-    )
+        )
 
     return SentenceGenerationResponse(sentences=sentences)
 
@@ -89,7 +102,7 @@ def validate_prompt_template(prompt: PromptTemplate):
     Returns:
         Nothing.
     Raises:
-        GenAIPromptTemplateException if template is incorrect
+        GenAIPromptTemplateException: if template is incorrect
     """
     if PromptFormatter.JINJA2 == prompt.formatter:
         try:
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/__init__.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/__init__.py
new file mode 100644
index 0000000000..9e67ec83d9
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/__init__.py
@@ -0,0 +1,14 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/callback_handlers_factory.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/callback_handlers_factory.py
new file mode 100644
index 0000000000..242c1b1f30
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/callback_handlers_factory.py
@@ -0,0 +1,51 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Module for the LangChain Callback Handler Factory"""
+
+import logging
+from abc import ABC, abstractmethod
+from typing import Any
+
+from langfuse.callback.langchain import LangchainCallbackHandler
+from pydantic import BaseModel
+
+from gen_ai_orchestrator.models.observability.observability_setting import BaseObservabilitySetting
+
+logger = logging.getLogger(__name__)
+
+
+class LangChainCallbackHandlerFactory(ABC, BaseModel):
+    """A base class for LangChain Callback Handler Factory"""
+
+    setting: BaseObservabilitySetting
+
+    @abstractmethod
+    def get_callback_handler(self, **kwargs: Any) -> LangchainCallbackHandler:
+        """
+        Fabric a callback handler.
+        :return: LangchainCallbackHandler.
+        """
+        pass
+
+    @abstractmethod
+    def check_observability_setting(self) -> bool:
+        """
+        check the Callback Handler setting validity
+        :return: True if the setting is valid.
+        :raises BusinessException: For incorrect setting
+        """
+        pass
+
+
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/langfuse_callback_handler_factory.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/langfuse_callback_handler_factory.py
new file mode 100644
index 0000000000..706b991ea6
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/callback_handlers/langfuse_callback_handler_factory.py
@@ -0,0 +1,106 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Model for creating Langfuse Callback Handler Factory"""
+
+import base64
+import logging
+from typing import Any, Optional
+
+import boto3
+import httpx
+from httpx import Client
+from httpx_auth_awssigv4 import SigV4Auth
+from langfuse import Langfuse
+from langfuse.api.core import ApiError
+from langfuse.callback import CallbackHandler as LangfuseCallbackHandler
+
+from gen_ai_orchestrator.configurations.environment.settings import application_settings
+from gen_ai_orchestrator.errors.exceptions.observability.observability_exceptions import \
+    GenAIObservabilityErrorException
+from gen_ai_orchestrator.errors.handlers.langfuse.langfuse_exception_handler import create_error_info_langfuse
+from gen_ai_orchestrator.models.observability.observability_trace import ObservabilityTrace
+from gen_ai_orchestrator.models.observability.observability_type import ObservabilitySetting
+from gen_ai_orchestrator.models.security.proxy_server_type import ProxyServerType
+from gen_ai_orchestrator.services.langchain.factories.callback_handlers.callback_handlers_factory import \
+    LangChainCallbackHandlerFactory
+from gen_ai_orchestrator.services.security.security_service import fetch_secret_key_value
+
+logger = logging.getLogger(__name__)
+
+
+class LangfuseCallbackHandlerFactory(LangChainCallbackHandlerFactory):
+    """A class for Langfuse Callback Handler Factory"""
+
+    setting: ObservabilitySetting
+
+    def get_callback_handler(self, **kwargs: Any) -> LangfuseCallbackHandler:
+        return LangfuseCallbackHandler(**self._fetch_settings(), httpx_client=self._get_httpx_client(), **kwargs)
+
+    def check_observability_setting(self) -> bool:
+        """Check if the provided credentials (public and secret key) are valid,
+        while tracing a sample phrase"""
+        try:
+            self.get_callback_handler().auth_check()
+            Langfuse(**self._fetch_settings(), httpx_client=self._get_httpx_client()).trace(
+                name=ObservabilityTrace.CHECK_OBSERVABILITY_SETTINGS.value, output="Check observability setting trace")
+        except ApiError as exc:
+            logger.error(exc)
+            raise GenAIObservabilityErrorException(
+                create_error_info_langfuse(exc)
+            )
+        return True
+
+    def _fetch_settings(self):
+        return {
+            'host': str(self.setting.url),
+            'public_key': self.setting.public_key,
+            'secret_key': fetch_secret_key_value(self.setting.secret_key),
+            'timeout': application_settings.observability_provider_timeout,
+            'max_retries': application_settings.observability_provider_max_retries
+        }
+
+    def _get_httpx_client(self) -> Optional[Client]:
+        langfuse_settings = self._fetch_settings()
+        if ProxyServerType.AWS_LAMBDA == application_settings.observability_proxy_server:
+            """
+            This AWSLambda proxy is used when the architecture implemented for the Langfuse
+            observability tool places it behind an API Gateway which requires its
+            own authentication, itself invoked by an AWS Lambda.
+            The API Gateway uses the standard "Authorization" header,
+            and uses observability_proxy_server_authorization_header_name
+            to define the "Authorization bearer token" for Langfuse.
+            """
+            aws_session = boto3.Session()
+            aws_credentials = aws_session.get_credentials()
+            auth = SigV4Auth(
+                access_key=aws_credentials.access_key,
+                secret_key=aws_credentials.secret_key,
+                token=aws_credentials.token,
+                service="lambda",
+                region=aws_session.region_name,
+            )
+
+            langfuse_creds = base64.b64encode(
+                f"{langfuse_settings['public_key']}:{langfuse_settings['secret_key']}".encode()
+            ).decode()
+
+            return httpx.Client(
+                auth=auth,
+                headers={
+                    application_settings.observability_proxy_server_authorization_header_name: f"Basic {langfuse_creds}"
+                },
+            )
+
+        return None
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/langchain_factory.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/langchain_factory.py
index c0ea5acbe9..7ae124465e 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/langchain_factory.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/langchain_factory.py
@@ -21,13 +21,17 @@
 """
 
 import logging
+from typing import Optional
 
 from langchain_core.embeddings import Embeddings
+from langfuse.callback import CallbackHandler as LangfuseCallbackHandler
 
 from gen_ai_orchestrator.errors.exceptions.exceptions import (
     GenAIUnknownProviderSettingException,
     VectorStoreUnknownException,
 )
+from gen_ai_orchestrator.errors.exceptions.observability.observability_exceptions import \
+    GenAIUnknownObservabilityProviderSettingException
 from gen_ai_orchestrator.models.em.azureopenai.azure_openai_em_setting import (
     AzureOpenAIEMSetting,
 )
@@ -41,9 +45,17 @@
 from gen_ai_orchestrator.models.llm.openai.openai_llm_setting import (
     OpenAILLMSetting,
 )
+from gen_ai_orchestrator.models.observability.langfuse.langfuse_setting import LangfuseObservabilitySetting
+from gen_ai_orchestrator.models.observability.observability_setting import BaseObservabilitySetting
+from gen_ai_orchestrator.models.observability.observability_trace import ObservabilityTrace
+from gen_ai_orchestrator.models.observability.observability_type import ObservabilitySetting
 from gen_ai_orchestrator.models.vector_stores.vectore_store_provider import (
     VectorStoreProvider,
 )
+from gen_ai_orchestrator.services.langchain.factories.callback_handlers.callback_handlers_factory import \
+    LangChainCallbackHandlerFactory
+from gen_ai_orchestrator.services.langchain.factories.callback_handlers.langfuse_callback_handler_factory import \
+    LangfuseCallbackHandlerFactory
 from gen_ai_orchestrator.services.langchain.factories.em.azure_openai_em_factory import (
     AzureOpenAIEMFactory,
 )
@@ -119,9 +131,9 @@ def get_em_factory(setting: BaseEMSetting) -> LangChainEMFactory:
 
 
 def get_vector_store_factory(
-    vector_store_provider: VectorStoreProvider,
-    embedding_function: Embeddings,
-    index_name: str,
+        vector_store_provider: VectorStoreProvider,
+        embedding_function: Embeddings,
+        index_name: str,
 ) -> LangChainVectorStoreFactory:
     """
     Creates an LangChain Vector Store Factory according to the vector store provider
@@ -142,3 +154,41 @@ def get_vector_store_factory(
         )
     else:
         raise VectorStoreUnknownException()
+
+
+def get_callback_handler_factory(setting: BaseObservabilitySetting) -> LangChainCallbackHandlerFactory:
+    """
+    Creates a Langchain Callback Handler Factory according to the given setting
+    Args:
+        setting: The Observability setting
+
+    Returns:
+        The Observability Factory, or raise an exception otherwise
+    """
+
+    logger.info('Get Observability Factory for the given setting')
+    if isinstance(setting, LangfuseObservabilitySetting):
+        logger.debug('Observability Factory - LangfuseCallbackHandlerFactory')
+        return LangfuseCallbackHandlerFactory(setting=setting)
+    else:
+        raise GenAIUnknownObservabilityProviderSettingException()
+
+
+def create_observability_callback_handler(
+        observability_setting: Optional[ObservabilitySetting],
+        trace_name: ObservabilityTrace) -> Optional[LangfuseCallbackHandler]:
+    """
+    Create the Observability Callback Handler
+
+    Args:
+        observability_setting: The Observability Settings
+        trace_name: The trace name
+
+    Returns:
+        The Observability Callback Handler
+    """
+    if observability_setting is not None:
+        return get_callback_handler_factory(setting=observability_setting).get_callback_handler(
+            trace_name=trace_name.value)
+
+    return None
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/fake_llm_factory.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/fake_llm_factory.py
index 723f99fde2..22e815c31d 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/fake_llm_factory.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/fake_llm_factory.py
@@ -15,7 +15,7 @@
 """Model for creating FakeLLMFactory"""
 
 from langchain.base_language import BaseLanguageModel
-from langchain.chat_models.fake import FakeListChatModel
+from langchain_community.chat_models.fake import FakeListChatModel
 
 from gen_ai_orchestrator.models.llm.fake_llm.fake_llm_setting import (
     FakeLLMSetting,
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/llm_factory.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/llm_factory.py
index 1397eb4484..1a023c3a7e 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/llm_factory.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/factories/llm/llm_factory.py
@@ -21,6 +21,7 @@
 from langchain.base_language import BaseLanguageModel
 from langchain_core.runnables import RunnableConfig
 from langchain_core.runnables.utils import Input, Output
+from langchain.callbacks.base import BaseCallbackHandler as LangchainBaseCallbackHandler
 from pydantic import BaseModel
 
 from gen_ai_orchestrator.models.llm.llm_setting import BaseLLMSetting
@@ -41,15 +42,24 @@ def get_language_model(self) -> BaseLanguageModel:
         """
         pass
 
-    async def check_llm_setting(self) -> bool:
+    async def check_llm_setting(
+            self, observability_callback_handler: Optional[LangchainBaseCallbackHandler] = None) -> bool:
         """
         check the LLM setting validity, by pinging the AI Provider API
-        :return: True if the setting is valid.
-        :raises BusinessException: For incorrect setting
+        Args:
+            observability_callback_handler : The Observability Callback Handler
+
+        Returns:
+            True if the setting is valid.
+
+        Raises:
+            BusinessException: For incorrect setting
         """
         logger.info('Invoke LLM provider to check setting')
         query = 'Hi, are you there?'
-        response = await self.invoke(query)
+        response = await self.invoke(query, config={
+            "callbacks": [observability_callback_handler] if observability_callback_handler else []
+        })
         logger.info('Invocation successful')
         logger.debug('[query: %s], [response: %s]', query, response)
         return True
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/rag_chain.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/rag_chain.py
index f41d1c8185..88cfb85165 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/rag_chain.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/langchain/rag_chain.py
@@ -37,6 +37,7 @@
     opensearch_exception_handler,
 )
 from gen_ai_orchestrator.models.errors.errors_models import ErrorInfo
+from gen_ai_orchestrator.models.observability.observability_trace import ObservabilityTrace
 from gen_ai_orchestrator.models.rag.rag_models import (
     ChatMessageType,
     Footnote,
@@ -56,7 +57,7 @@
 from gen_ai_orchestrator.services.langchain.factories.langchain_factory import (
     get_em_factory,
     get_llm_factory,
-    get_vector_store_factory,
+    get_vector_store_factory, create_observability_callback_handler,
 )
 
 logger = logging.getLogger(__name__)
@@ -99,10 +100,22 @@ async def execute_qa_chain(query: RagQuery, debug: bool) -> RagResponse:
         'RAG chain - Use RetrieverJsonCallbackHandler for debugging : %s',
         debug,
     )
+
+    callback_handlers = []
     records_callback_handler = RetrieverJsonCallbackHandler()
+    if debug:
+        # Debug callback handler
+        callback_handlers.append(records_callback_handler)
+    if query.observability_setting is not None:
+        # Langfuse callback handler
+        callback_handlers.append(
+            create_observability_callback_handler(
+                observability_setting=query.observability_setting,
+                trace_name=ObservabilityTrace.RAG))
+
     response = await conversational_retrieval_chain.ainvoke(
         input=inputs,
-        config={'callbacks': [records_callback_handler] if debug else []},
+        config={'callbacks': callback_handlers},
     )
 
     # RAG Guard
@@ -132,7 +145,7 @@ async def execute_qa_chain(query: RagQuery, debug: bool) -> RagResponse:
             query, response, records_callback_handler, rag_duration
         )
         if debug
-        else None,
+        else None
     )
 
 
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/llm/llm_service.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/llm/llm_service.py
index 662f4eb536..14536566e9 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/llm/llm_service.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/llm/llm_service.py
@@ -20,8 +20,10 @@
 from langchain_core.output_parsers import BaseOutputParser
 
 from gen_ai_orchestrator.models.llm.llm_types import LLMSetting
+from gen_ai_orchestrator.models.observability.observability_trace import ObservabilityTrace
+from gen_ai_orchestrator.routers.requests.requests import LLMProviderSettingStatusQuery
 from gen_ai_orchestrator.services.langchain.factories.langchain_factory import (
-    get_llm_factory,
+    get_llm_factory, get_callback_handler_factory,
 )
 from gen_ai_orchestrator.services.langchain.factories.llm.llm_factory import (
     LangChainLLMFactory,
@@ -30,19 +32,25 @@
 logger = logging.getLogger(__name__)
 
 
-async def check_llm_setting(setting: LLMSetting) -> bool:
+async def check_llm_setting(query: LLMProviderSettingStatusQuery) -> bool:
     """
     Run a check for a given LLM setting.
 
     Args:
-        setting: The Large Language Model setting to check
+        query: The query for the LLM Provider Setting Status
 
     Returns:
          True for a valid LLM setting. Raise exception otherwise.
     """
 
     logger.info('Get the LLM Factory, then check the LLM setting.')
-    return await get_llm_factory(setting).check_llm_setting()
+    langfuse_callback_handler = None
+    if query.observability_setting is not None:
+        langfuse_callback_handler = get_callback_handler_factory(
+            setting=query.observability_setting).get_callback_handler(
+            trace_name=ObservabilityTrace.CHECK_LLM_SETTINGS.value)
+
+    return await get_llm_factory(query.setting).check_llm_setting(langfuse_callback_handler)
 
 
 def llm_inference_with_parser(
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/observability/__init__.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/observability/__init__.py
new file mode 100644
index 0000000000..9e67ec83d9
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/observability/__init__.py
@@ -0,0 +1,14 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/observability/observabilty_service.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/observability/observabilty_service.py
new file mode 100644
index 0000000000..d9bb655ebb
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/services/observability/observabilty_service.py
@@ -0,0 +1,38 @@
+#   Copyright (C) 2023-2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+"""Module for the Observability Service"""
+
+import logging
+
+
+from gen_ai_orchestrator.models.observability.observability_type import ObservabilitySetting
+from gen_ai_orchestrator.services.langchain.factories.langchain_factory import get_callback_handler_factory
+
+logger = logging.getLogger(__name__)
+
+
+def check_observability_setting(setting: ObservabilitySetting) -> bool:
+    """
+    Run a check for a given Observability setting.
+
+    Args:
+        setting: The Observability setting to check
+
+    Returns:
+         True for a valid Observability setting. Raise exception otherwise.
+    """
+
+    logger.info('Get the Callback handler Factory, then check the Observability setting.')
+    return get_callback_handler_factory(setting).check_observability_setting()
diff --git a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/utils/aws/aws_secrets_manager_client.py b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/utils/aws/aws_secrets_manager_client.py
index 633dca8abd..74ca690ad2 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/utils/aws/aws_secrets_manager_client.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/src/gen_ai_orchestrator/utils/aws/aws_secrets_manager_client.py
@@ -91,7 +91,7 @@ def parse_secret_data(secret_data, obj_type: Type[T]) -> Optional[T]:
         The object of specified type.
 
     Raises:
-         JSONDecodeError otherwise
+         JSONDecodeError: otherwise
     """
     try:
         secret_dict = json.loads(secret_data)
diff --git a/gen-ai/orchestrator-server/src/main/python/server/tests/routers/test_observability_providers_router.py b/gen-ai/orchestrator-server/src/main/python/server/tests/routers/test_observability_providers_router.py
new file mode 100644
index 0000000000..45a3bf6456
--- /dev/null
+++ b/gen-ai/orchestrator-server/src/main/python/server/tests/routers/test_observability_providers_router.py
@@ -0,0 +1,68 @@
+#   Copyright (C) 2024 Credit Mutuel Arkea
+#
+#   Licensed under the Apache License, Version 2.0 (the "License");
+#   you may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+from fastapi.testclient import TestClient
+
+from gen_ai_orchestrator.main import app
+from gen_ai_orchestrator.models.errors.errors_models import (
+    ErrorCode,
+    ErrorMessages,
+)
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
+
+client = TestClient(app)
+
+urls_prefix = '/observability-providers'
+
+
+def test_get_all_observability_providers():
+    """Test getting all Observability providers."""
+    response = client.get(f'{urls_prefix}')
+    assert response.status_code == 200
+    assert len(response.json()) == len(ObservabilityProvider)
+
+
+def test_get_observability_provider_by_id():
+    """Test getting provider by id (use first provider listed provider class)."""
+    response = client.get(f'{urls_prefix}/{list(ObservabilityProvider)[0]}')
+    assert response.status_code == 200
+    assert response.json()['provider'] == list(ObservabilityProvider)[0]
+
+
+def test_get_observability_provider_by_id_wrong_id():
+    """Test getting provider by id, with an id that does not exist."""
+    response = client.get(f'{urls_prefix}/wrong_id')
+    assert response.status_code == 400
+    assert (
+        response.json()['message']
+        == ErrorMessages().get_message(ErrorCode.OBSERVABILITY_UNKNOWN_PROVIDER).message
+    )
+
+
+def test_get_observability_provider_setting_by_id():
+    """Test getting provider setting example for id (use first provider listed provider class)."""
+    response = client.get(f'{urls_prefix}/{list(ObservabilityProvider)[0]}/setting/example')
+    assert response.status_code == 200
+    assert response.json()['provider'] == list(ObservabilityProvider)[0]
+
+
+def test_check_observability_provider_setting():
+    """Test checking a provider setting (use example for checking)."""
+    response = client.get(f'{urls_prefix}/{list(ObservabilityProvider)[0]}/setting/example')
+    data = {'setting': response.json()}
+    response = client.post(
+        f'{urls_prefix}/{list(ObservabilityProvider)[0]}/setting/status', json=data
+    )
+    assert response.status_code == 200
+    assert response.json()['valid'] == False
diff --git a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_completion_service.py b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_completion_service.py
index e065baf4fd..6637b7af7d 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_completion_service.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_completion_service.py
@@ -12,21 +12,6 @@
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
 #
-#   Copyright (C) 2024 Credit Mutuel Arkea
-#
-#   Licensed under the Apache License, Version 2.0 (the "License");
-#   you may not use this file except in compliance with the License.
-#   You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-#   Unless required by applicable law or agreed to in writing, software
-#   distributed under the License is distributed on an "AS IS" BASIS,
-#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-#   See the License for the specific language governing permissions and
-#   limitations under the License.
-
-
 from gen_ai_orchestrator.models.prompt.prompt_template import PromptTemplate
 from gen_ai_orchestrator.services.completion.completion_service import (
     validate_prompt_template,
diff --git a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_langchain_factory.py b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_langchain_factory.py
index 70e0b46dff..e204fb4ba9 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_langchain_factory.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_langchain_factory.py
@@ -19,6 +19,8 @@
     GenAIUnknownProviderSettingException,
     VectorStoreUnknownException,
 )
+from gen_ai_orchestrator.errors.exceptions.observability.observability_exceptions import \
+    GenAIUnknownObservabilityProviderException, GenAIUnknownObservabilityProviderSettingException
 from gen_ai_orchestrator.models.em.azureopenai.azure_openai_em_setting import (
     AzureOpenAIEMSetting,
 )
@@ -36,9 +38,14 @@
 from gen_ai_orchestrator.models.llm.openai.openai_llm_setting import (
     OpenAILLMSetting,
 )
+from gen_ai_orchestrator.models.observability.langfuse.langfuse_setting import LangfuseObservabilitySetting
+from gen_ai_orchestrator.models.observability.observability_provider import ObservabilityProvider
+from gen_ai_orchestrator.models.observability.observability_type import ObservabilitySetting
 from gen_ai_orchestrator.models.vector_stores.vectore_store_provider import (
     VectorStoreProvider,
 )
+from gen_ai_orchestrator.services.langchain.factories.callback_handlers.langfuse_callback_handler_factory import \
+    LangfuseCallbackHandlerFactory
 from gen_ai_orchestrator.services.langchain.factories.em.azure_openai_em_factory import (
     AzureOpenAIEMFactory,
 )
@@ -48,7 +55,7 @@
 from gen_ai_orchestrator.services.langchain.factories.langchain_factory import (
     get_em_factory,
     get_llm_factory,
-    get_vector_store_factory,
+    get_vector_store_factory, get_callback_handler_factory,
 )
 from gen_ai_orchestrator.services.langchain.factories.llm.azure_openai_llm_factory import (
     AzureOpenAILLMFactory,
@@ -200,3 +207,26 @@ def test_get_unknown_vector_store_factory():
             embedding_function=None,
             index_name='an index name',
         )
+
+
+def test_get_unknown_observability_factory():
+    with pytest.raises(GenAIUnknownObservabilityProviderSettingException):
+        get_callback_handler_factory(setting='settings with incorrect type')
+
+
+def test_get_langfuse_observability_factory():
+    langfuse_factory = get_callback_handler_factory(
+        setting=ObservabilitySetting(
+            **{
+                'provider': 'Langfuse',
+                'secret_key': {
+                    'type': 'Raw',
+                    'value': 'ab7***************************A1IV4B',
+                },
+                'public_key': 'df41*********f',
+                'url': 'https://myServer:3000'
+            }
+        )
+    )
+    assert langfuse_factory.setting.provider == ObservabilityProvider.LANGFUSE
+    assert isinstance(langfuse_factory, LangfuseCallbackHandlerFactory)
diff --git a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_rag_chain.py b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_rag_chain.py
index 64a14bdacb..942cf0c7be 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_rag_chain.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_rag_chain.py
@@ -43,6 +43,7 @@
 # @patch('llm_orchestrator.services.langchain.factories.langchain_factory.get_llm_factory')
 # --> But where it is used (in the execute_qa_chain method of the llm_orchestrator.services.langchain.rag_chain
 # module that imports get_llm_factory):
+@patch('gen_ai_orchestrator.services.langchain.factories.langchain_factory.get_callback_handler_factory')
 @patch('gen_ai_orchestrator.services.langchain.rag_chain.get_llm_factory')
 @patch('gen_ai_orchestrator.services.langchain.rag_chain.get_em_factory')
 @patch('gen_ai_orchestrator.services.langchain.rag_chain.get_vector_store_factory')
@@ -69,6 +70,7 @@ async def test_rag_chain(
     mocked_get_vector_store_factory,
     mocked_get_em_factory,
     mocked_get_llm_factory,
+    mocked_get_callback_handler_factory
 ):
     """Test the full execute_qa_chain method by mocking all external calls."""
     # Build a test RagQuery
@@ -118,15 +120,26 @@ async def test_rag_chain(
             ],
             'k': 4,
         },
+        'observability_setting': {
+            'provider': 'Langfuse',
+            'url': 'http://localhost:3000',
+            'secret_key': {
+              'type': 'Raw',
+              'value': 'sk-lf-93c4f78f-4096-416b-a6e3-ceabe45abe8f'
+            },
+            'public_key': 'pk-lf-5e374dc6-e194-4b37-9c07-b77e68ef7d2c'
+        }
     }
     query = RagQuery(**query_dict)
 
     # Setup mock factories/init return value
     em_factory_instance = mocked_get_em_factory.return_value
     llm_factory_instance = mocked_get_llm_factory.return_value
+    observability_factory_instance = mocked_get_callback_handler_factory.return_value
     vector_store_factory_instance = mocked_get_vector_store_factory.return_value
     mocked_chain = mocked_chain_builder.return_value
     mocked_callback = mocked_callback_init.return_value
+    mocked_langfuse_callback = observability_factory_instance.get_callback_handler()
     mocked_chain.ainvoke = AsyncMock(return_value={'answer': 'an answer from llm', 'source_documents': []})
     mocked_rag_answer = mocked_chain.ainvoke.return_value
 
@@ -145,6 +158,9 @@ async def test_rag_chain(
         embedding_function=em_factory_instance.get_embedding_model(),
         index_name=query.document_index_name,
     )
+    mocked_get_callback_handler_factory.assert_called_once_with(
+        setting=query.observability_setting
+    )
     # Assert LangChain qa chain is created using the expected settings from query
     mocked_chain_builder.assert_called_once_with(
         llm=llm_factory_instance.get_language_model(),
@@ -170,7 +186,7 @@ async def test_rag_chain(
                 AIMessage(content='you can do this with the following method ....'),
             ],
         },
-        config={'callbacks': [mocked_callback]},
+        config={'callbacks': [mocked_callback, mocked_langfuse_callback]},
     )
     # Assert the response is build using the expected settings
     mocked_rag_response.assert_called_once_with(
diff --git a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_security_service.py b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_security_service.py
index b50a7783da..3a52c90aa3 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_security_service.py
+++ b/gen-ai/orchestrator-server/src/main/python/server/tests/services/test_security_service.py
@@ -12,19 +12,6 @@
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
 #
-#   Copyright (C) 2024 Credit Mutuel Arkea
-#
-#   Licensed under the Apache License, Version 2.0 (the "License");
-#   you may not use this file except in compliance with the License.
-#   You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-#   Unless required by applicable law or agreed to in writing, software
-#   distributed under the License is distributed on an "AS IS" BASIS,
-#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-#   See the License for the specific language governing permissions and
-#   limitations under the License.
 import unittest
 from unittest.mock import patch
 
diff --git a/gen-ai/orchestrator-server/src/main/python/server/tox.ini b/gen-ai/orchestrator-server/src/main/python/server/tox.ini
index 80529642df..8bef8b0357 100644
--- a/gen-ai/orchestrator-server/src/main/python/server/tox.ini
+++ b/gen-ai/orchestrator-server/src/main/python/server/tox.ini
@@ -3,7 +3,7 @@ envlist = py39
 skipsdist = True
 
 [testenv]
-allowlist_externals = poetry
+allowlist_externals = poetry, coverage
 commands =
     poetry install -v
     poetry run pytest