* feat: observation_scopes field to drive observations granularity * fix(migration): make a2b3c4d5e6f7 a no-op to fix CI on fresh DB The z1u2v3w4x5y6 migration already creates observation_scopes directly, so the rename migration fails on fresh installs where observation_tags never existed. * chore: remove no-op migration a2b3c4d5e6f7 * feat: regenerate clients with observation_scopes field - Add observation_scopes to OpenAPI spec and all generated clients - Fix Rust build.rs to handle anyOf with >2 variants containing null (previously only handled 2-item anyOf, causing progenitor to panic on the observation_scopes union type) * fix(rust): add observation_scopes: None to MemoryItem struct literals * fix(api): add title to observation_scopes Field for deterministic client generation Adding title="ObservationScopes" makes the inline anyOf schema use the explicit name instead of deriving it from the field name, which was non-deterministic between arm64 (macOS) and amd64 (CI) Docker. Also fixes description: "each entity" -> "each tag". * fix(scripts): use linux/amd64 Docker for client generation to ensure reproducibility Both Python and Go client generation now use --platform linux/amd64 Docker, ensuring identical output on macOS arm64 (local) and Linux amd64 (CI). Also switches Go from JAR+Java to Docker to eliminate Java version variability. * chore: update generated clients to API v0.4.14 * fix(test): add retry logic to test_retain_chinese_content to handle non-deterministic LLM output * fix(test): mark test_retain_chinese_content as xfail due to non-deterministic LLM translation |
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|---|---|---|
| .. | ||
| api | ||
| test | ||
| .gitignore | ||
| api_banks.go | ||
| api_directives.go | ||
| api_documents.go | ||
| api_entities.go | ||
| api_files.go | ||
| api_memory.go | ||
| api_mental_models.go | ||
| api_monitoring.go | ||
| api_operations.go | ||
| client.go | ||
| configuration.go | ||
| go.mod | ||
| go.sum | ||
| hindsight_client.go | ||
| integration_test.go | ||
| model_add_background_request.go | ||
| model_async_operation_submit_response.go | ||
| model_background_response.go | ||
| model_bank_config_response.go | ||
| model_bank_config_update.go | ||
| model_bank_list_item.go | ||
| model_bank_list_response.go | ||
| model_bank_profile_response.go | ||
| model_bank_stats_response.go | ||
| model_budget.go | ||
| model_cancel_operation_response.go | ||
| model_child_operation_status.go | ||
| model_chunk_data.go | ||
| model_chunk_include_options.go | ||
| model_chunk_response.go | ||
| model_clear_memory_observations_response.go | ||
| model_consolidation_response.go | ||
| model_create_bank_request.go | ||
| model_create_directive_request.go | ||
| model_create_mental_model_request.go | ||
| model_create_mental_model_response.go | ||
| model_delete_document_response.go | ||
| model_delete_response.go | ||
| model_directive_list_response.go | ||
| model_directive_response.go | ||
| model_disposition_traits.go | ||
| model_document_response.go | ||
| model_entity_detail_response.go | ||
| model_entity_include_options.go | ||
| model_entity_input.go | ||
| model_entity_list_item.go | ||
| model_entity_list_response.go | ||
| model_entity_observation_response.go | ||
| model_entity_state_response.go | ||
| model_features_info.go | ||
| model_file_retain_response.go | ||
| model_graph_data_response.go | ||
| model_http_validation_error.go | ||
| model_include_options.go | ||
| model_list_documents_response.go | ||
| model_list_memory_units_response.go | ||
| model_list_tags_response.go | ||
| model_memory_item.go | ||
| model_mental_model_list_response.go | ||
| model_mental_model_response.go | ||
| model_mental_model_trigger.go | ||
| model_observation_scopes.go | ||
| model_operation_response.go | ||
| model_operation_status_response.go | ||
| model_operations_list_response.go | ||
| model_recall_request.go | ||
| model_recall_response.go | ||
| model_recall_result.go | ||
| model_reflect_based_on.go | ||
| model_reflect_directive.go | ||
| model_reflect_fact.go | ||
| model_reflect_include_options.go | ||
| model_reflect_llm_call.go | ||
| model_reflect_mental_model.go | ||
| model_reflect_request.go | ||
| model_reflect_response.go | ||
| model_reflect_tool_call.go | ||
| model_reflect_trace.go | ||
| model_retain_request.go | ||
| model_retain_response.go | ||
| model_source_facts_include_options.go | ||
| model_tag_item.go | ||
| model_token_usage.go | ||
| model_tool_calls_include_options.go | ||
| model_update_directive_request.go | ||
| model_update_disposition_request.go | ||
| model_update_mental_model_request.go | ||
| model_validation_error.go | ||
| model_validation_error_loc_inner.go | ||
| model_version_response.go | ||
| null_test.go | ||
| openapi-generator-cli.jar | ||
| openapi-generator-config.yaml | ||
| README.md | ||
| response.go | ||
| trace_test.go | ||
| utils.go | ||
Go API client for hindsight
HTTP API for Hindsight
Overview
This API client was generated by the OpenAPI Generator project. By using the OpenAPI-spec from a remote server, you can easily generate an API client.
- API version: 0.4.11
- Package version: 1.0.0
- Generator version: 7.10.0
- Build package: org.openapitools.codegen.languages.GoClientCodegen
Installation
Install the following dependencies:
go get github.com/stretchr/testify/assert
go get golang.org/x/net/context
Put the package under your project folder and add the following in import:
import hindsight "github.com/vectorize-io/hindsight/hindsight-clients/go"
To use a proxy, set the environment variable HTTP_PROXY:
os.Setenv("HTTP_PROXY", "http://proxy_name:proxy_port")
Configuration of Server URL
Default configuration comes with Servers field that contains server objects as defined in the OpenAPI specification.
Select Server Configuration
For using other server than the one defined on index 0 set context value hindsight.ContextServerIndex of type int.
ctx := context.WithValue(context.Background(), hindsight.ContextServerIndex, 1)
Templated Server URL
Templated server URL is formatted using default variables from configuration or from context value hindsight.ContextServerVariables of type map[string]string.
ctx := context.WithValue(context.Background(), hindsight.ContextServerVariables, map[string]string{
"basePath": "v2",
})
Note, enum values are always validated and all unused variables are silently ignored.
URLs Configuration per Operation
Each operation can use different server URL defined using OperationServers map in the Configuration.
An operation is uniquely identified by "{classname}Service.{nickname}" string.
Similar rules for overriding default operation server index and variables applies by using hindsight.ContextOperationServerIndices and hindsight.ContextOperationServerVariables context maps.
ctx := context.WithValue(context.Background(), hindsight.ContextOperationServerIndices, map[string]int{
"{classname}Service.{nickname}": 2,
})
ctx = context.WithValue(context.Background(), hindsight.ContextOperationServerVariables, map[string]map[string]string{
"{classname}Service.{nickname}": {
"port": "8443",
},
})
Documentation for API Endpoints
All URIs are relative to http://localhost
| Class | Method | HTTP request | Description |
|---|---|---|---|
| BanksAPI | AddBankBackground | Post /v1/default/banks/{bank_id}/background | Add/merge memory bank background (deprecated) |
| BanksAPI | ClearObservations | Delete /v1/default/banks/{bank_id}/observations | Clear all observations |
| BanksAPI | CreateOrUpdateBank | Put /v1/default/banks/{bank_id} | Create or update memory bank |
| BanksAPI | DeleteBank | Delete /v1/default/banks/{bank_id} | Delete memory bank |
| BanksAPI | GetAgentStats | Get /v1/default/banks/{bank_id}/stats | Get statistics for memory bank |
| BanksAPI | GetBankConfig | Get /v1/default/banks/{bank_id}/config | Get bank configuration |
| BanksAPI | GetBankProfile | Get /v1/default/banks/{bank_id}/profile | Get memory bank profile |
| BanksAPI | ListBanks | Get /v1/default/banks | List all memory banks |
| BanksAPI | ResetBankConfig | Delete /v1/default/banks/{bank_id}/config | Reset bank configuration |
| BanksAPI | TriggerConsolidation | Post /v1/default/banks/{bank_id}/consolidate | Trigger consolidation |
| BanksAPI | UpdateBank | Patch /v1/default/banks/{bank_id} | Partial update memory bank |
| BanksAPI | UpdateBankConfig | Patch /v1/default/banks/{bank_id}/config | Update bank configuration |
| BanksAPI | UpdateBankDisposition | Put /v1/default/banks/{bank_id}/profile | Update memory bank disposition |
| DirectivesAPI | CreateDirective | Post /v1/default/banks/{bank_id}/directives | Create directive |
| DirectivesAPI | DeleteDirective | Delete /v1/default/banks/{bank_id}/directives/{directive_id} | Delete directive |
| DirectivesAPI | GetDirective | Get /v1/default/banks/{bank_id}/directives/{directive_id} | Get directive |
| DirectivesAPI | ListDirectives | Get /v1/default/banks/{bank_id}/directives | List directives |
| DirectivesAPI | UpdateDirective | Patch /v1/default/banks/{bank_id}/directives/{directive_id} | Update directive |
| DocumentsAPI | DeleteDocument | Delete /v1/default/banks/{bank_id}/documents/{document_id} | Delete a document |
| DocumentsAPI | GetChunk | Get /v1/default/chunks/{chunk_id} | Get chunk details |
| DocumentsAPI | GetDocument | Get /v1/default/banks/{bank_id}/documents/{document_id} | Get document details |
| DocumentsAPI | ListDocuments | Get /v1/default/banks/{bank_id}/documents | List documents |
| EntitiesAPI | GetEntity | Get /v1/default/banks/{bank_id}/entities/{entity_id} | Get entity details |
| EntitiesAPI | ListEntities | Get /v1/default/banks/{bank_id}/entities | List entities |
| EntitiesAPI | RegenerateEntityObservations | Post /v1/default/banks/{bank_id}/entities/{entity_id}/regenerate | Regenerate entity observations (deprecated) |
| MemoryAPI | ClearBankMemories | Delete /v1/default/banks/{bank_id}/memories | Clear memory bank memories |
| MemoryAPI | GetGraph | Get /v1/default/banks/{bank_id}/graph | Get memory graph data |
| MemoryAPI | GetMemory | Get /v1/default/banks/{bank_id}/memories/{memory_id} | Get memory unit |
| MemoryAPI | ListMemories | Get /v1/default/banks/{bank_id}/memories/list | List memory units |
| MemoryAPI | ListTags | Get /v1/default/banks/{bank_id}/tags | List tags |
| MemoryAPI | RecallMemories | Post /v1/default/banks/{bank_id}/memories/recall | Recall memory |
| MemoryAPI | Reflect | Post /v1/default/banks/{bank_id}/reflect | Reflect and generate answer |
| MemoryAPI | RetainMemories | Post /v1/default/banks/{bank_id}/memories | Retain memories |
| MentalModelsAPI | CreateMentalModel | Post /v1/default/banks/{bank_id}/mental-models | Create mental model |
| MentalModelsAPI | DeleteMentalModel | Delete /v1/default/banks/{bank_id}/mental-models/{mental_model_id} | Delete mental model |
| MentalModelsAPI | GetMentalModel | Get /v1/default/banks/{bank_id}/mental-models/{mental_model_id} | Get mental model |
| MentalModelsAPI | ListMentalModels | Get /v1/default/banks/{bank_id}/mental-models | List mental models |
| MentalModelsAPI | RefreshMentalModel | Post /v1/default/banks/{bank_id}/mental-models/{mental_model_id}/refresh | Refresh mental model |
| MentalModelsAPI | UpdateMentalModel | Patch /v1/default/banks/{bank_id}/mental-models/{mental_model_id} | Update mental model |
| MonitoringAPI | GetVersion | Get /version | Get API version and feature flags |
| MonitoringAPI | HealthEndpointHealthGet | Get /health | Health check endpoint |
| MonitoringAPI | MetricsEndpointMetricsGet | Get /metrics | Prometheus metrics endpoint |
| OperationsAPI | CancelOperation | Delete /v1/default/banks/{bank_id}/operations/{operation_id} | Cancel a pending async operation |
| OperationsAPI | GetOperationStatus | Get /v1/default/banks/{bank_id}/operations/{operation_id} | Get operation status |
| OperationsAPI | ListOperations | Get /v1/default/banks/{bank_id}/operations | List async operations |
Documentation For Models
- AddBackgroundRequest
- AsyncOperationSubmitResponse
- BackgroundResponse
- BankConfigResponse
- BankConfigUpdate
- BankListItem
- BankListResponse
- BankProfileResponse
- BankStatsResponse
- Budget
- CancelOperationResponse
- ChunkData
- ChunkIncludeOptions
- ChunkResponse
- ConsolidationResponse
- CreateBankRequest
- CreateDirectiveRequest
- CreateMentalModelRequest
- CreateMentalModelResponse
- DeleteDocumentResponse
- DeleteResponse
- DirectiveListResponse
- DirectiveResponse
- DispositionTraits
- DocumentResponse
- EntityDetailResponse
- EntityIncludeOptions
- EntityInput
- EntityListItem
- EntityListResponse
- EntityObservationResponse
- EntityStateResponse
- FeaturesInfo
- GraphDataResponse
- HTTPValidationError
- IncludeOptions
- ListDocumentsResponse
- ListMemoryUnitsResponse
- ListTagsResponse
- MemoryItem
- MentalModelListResponse
- MentalModelResponse
- MentalModelTrigger
- OperationResponse
- OperationStatusResponse
- OperationsListResponse
- RecallRequest
- RecallResponse
- RecallResult
- ReflectBasedOn
- ReflectDirective
- ReflectFact
- ReflectIncludeOptions
- ReflectLLMCall
- ReflectMentalModel
- ReflectRequest
- ReflectResponse
- ReflectToolCall
- ReflectTrace
- RetainRequest
- RetainResponse
- TagItem
- TokenUsage
- ToolCallsIncludeOptions
- UpdateDirectiveRequest
- UpdateDispositionRequest
- UpdateMentalModelRequest
- ValidationError
- ValidationErrorLocInner
- VersionResponse
Documentation For Authorization
Endpoints do not require authorization.
Documentation for Utility Methods
Due to the fact that model structure members are all pointers, this package contains a number of utility functions to easily obtain pointers to values of basic types. Each of these functions takes a value of the given basic type and returns a pointer to it:
PtrBoolPtrIntPtrInt32PtrInt64PtrFloatPtrFloat32PtrFloat64PtrStringPtrTime