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letta-server/alembic/versions
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Sarah Wooders e0a23f7039 feat: add usage columns to steps table (#9270) 
* feat: add usage columns to steps table

Adds denormalized usage fields to the steps table for easier querying:
- model_handle: The model handle (e.g., "openai/gpt-4o-mini")
- cached_input_tokens: Tokens served from cache
- cache_write_tokens: Tokens written to cache (Anthropic)
- reasoning_tokens: Reasoning/thinking tokens

These fields mirror LettaUsageStatistics and are extracted from the
existing prompt_tokens_details and completion_tokens_details JSON columns.

🤖 Generated with [Letta Code](https://letta.com)

Co-Authored-By: Letta <noreply@letta.com>

* chore: regenerate OpenAPI specs and SDK for usage columns

🤖 Generated with [Letta Code](https://letta.com)

Co-authored-by: Sarah Wooders <sarahwooders@users.noreply.github.com>

---------

Co-authored-by: Letta <noreply@letta.com>
Co-authored-by: letta-code <248085862+letta-code@users.noreply.github.com>
Co-authored-by: Sarah Wooders <sarahwooders@users.noreply.github.com>
2026-02-24 10:52:06 -08:00
..
0b496eae90de_add_file_agent_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
0ceb975e0063_add_llm_batch_jobs_tables.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
1af251a42c06_fix_files_agents_constraints.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
1c6b6a38b713_add_pip_requirements_to_tools.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
1c8880d671ee_make_an_blocks_agents_mapping_table.py
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2025-09-17 15:47:40 -07:00
1dc0fee72dea_add_block_related_indexes.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
1e553a664210_add_metadata_to_tools.py
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2025-09-17 15:47:40 -07:00
2c059cad97cc_create_sqlite_baseline_schema.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
2cceb07c2384_add_content_parts_to_message.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
2dbb2cf49e07_add_models_table.py
feat: create model table to persist available models (#5835)
2025-11-13 15:36:56 -08:00
2e5e90d3cdf8_add_project_id_to_tools.py
feat: add project id scoping for tools backend changes (#6529)
2025-12-15 12:02:34 -08:00
2f4ede6ae33b_add_otid_and_tool_return_to_message.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
3bc3c031fbe4_create_new_runs_table_and_remove_legacy_.py
feat: add index for run_id on messages and project_id on agents (#5117)
2025-10-07 17:50:49 -07:00
3c683a662c82_migrate_jobs_to_the_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
3d2e9fb40a3c_add_indexes_for_feedback.py
feat: add more indexes (#4849)
2025-10-07 17:50:45 -07:00
3e54e2fa2f7e_add_usage_columns_to_steps.py
feat: add usage columns to steps table (#9270)
2026-02-24 10:52:06 -08:00
4c6c9ef0387d_support_modal_sandbox_type.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
4e88e702f85e_drop_api_tokens_table_in_oss.py
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2025-09-17 15:47:40 -07:00
5b804970e6a0_add_hidden_property_to_groups_and_blocks.py
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2025-09-17 15:47:40 -07:00
5d27a719b24d_add_organization_id_to_jobs_model.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
5fb8bba2c373_add_step_metrics.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
6c53224a7a58_add_provider_category_to_steps.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
6fbe9cace832_adding_indexes_to_models.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
6fe79c0525f2_enable_sleeptime_agent_fields.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
7b189006c97d_rename_batch_id_to_llm_batch_id_on_llm_.py
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2025-09-17 15:47:40 -07:00
7f652fdd3dba_change_jobmessage_unique_constraint_to_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
7f7933666957_add_stop_reason_to_jobs_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
8d70372ad130_adding_jobmessages_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
9a505cc7eca9_create_a_baseline_migrations.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
9ecbdbaa409f_add_table_to_store_mcp_servers.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
05c3bc564286_add_metrics_to_agent_loop_runs.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
06fbbf65d4f1_support_for_project_id_for_blocks_and_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
08b2f8225812_adding_toolsagents_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
15b577c62f3f_add_hidden_property_to_agents.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
18e300709530_add_instructions_field_to_sources.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
18ff61fbc034_add_agent_id_index_to_mapping_tables.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
22a6e413d89c_remove_module_field_on_tool.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
25fc99e97839_fix_alembic_check_warnings.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
27de0f58e076_add_conversations_tables_and_run_.py
feat: add conversation and conversation_messages tables for concurrent messaging (#8182)
2026-01-12 10:57:48 -08:00
28b8765bdd0a_add_support_for_structured_outputs_in_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
47d2277e530d_add_total_chunks_and_chunks_embedded_to_.py
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2025-09-17 15:47:40 -07:00
54c76f7cabca_add_tags_to_passages_and_create_passage_.py
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2025-09-17 15:47:40 -07:00
54dec07619c4_divide_passage_table_into_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
54f2311edb62_add_args_schema_to_tools.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
57bcea83af3f_add_various_indexes.py
feat: add various indexes (#4811)
2025-10-07 17:50:44 -07:00
60ed28ee7138_add_project_id_to_step_model.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
61ee53ec45a5_add_index_on_source_passages_for_files.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
74e860718e0d_add_archival_memory_sharing.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
74f2ede29317_add_background_group_support.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
77de976590ae_add_groups_for_multi_agent.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
82feb220a9b8_add_source_column_to_provider_traces.py
feat: add telemetry source identifier (#8918)
2026-01-19 15:54:44 -08:00
88f9432739a9_add_jobtype_to_job_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
89b595051e48_replace_composite_runs_index.py
feat: replace composite runs index to not include is_err (#5177)
2025-10-07 17:50:49 -07:00
89fd4648866b_add_last_stop_reason_to_agent_state.py
feat: add last_stop_reason to AgentState [LET-5911] (#5772)
2025-11-13 15:36:55 -08:00
90bb156e71df_rename_sleeptime_agent_frequency.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
90fd814d0cda_add_callback_error_field_to_jobs.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
95badb46fdf9_migrate_messages_to_the_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
038e68cdf0df_add_cascades_to_blocks_agents_fks_set_.py
feat: Add FK cascades, remove app-side label propagation [LET-4690] (#5219)
2025-10-07 17:50:50 -07:00
175dd10fb916_add_prompt_tokens_details_to_steps.py
feat: add tracking of advanced usage data (eg caching) [LET-6372] (#6449)
2025-12-15 12:02:19 -08:00
297e8217e952_nullable_embedding_for_archives_and_.py
fix: don't need embedding model for self hosted [LET-7009] (#8935)
2026-01-29 12:44:04 -08:00
308a180244fc_last_synced_column_for_providers.py
feat: byok provider models in db also (#8317)
2026-01-29 12:43:53 -08:00
373dabcba6cf_add_byok_fields_and_unique_constraint.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
416b9d2db10b_repurpose_jobusagestatistics_for_new_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
495f3f474131_write_source_id_directly_to_files_agents.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
539afa667cff_add_telemetry_context_fields_to_.py
feat: add provider trace backend abstraction for multi-backend telemetry (#8814)
2026-01-19 15:54:43 -08:00
549eff097c71_update_identities_unique_constraint_and_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
567e9fe06270_create_new_runs_table_and_remove_legacy_.py
feat: create new runs table [LET-4467] (#4841)
2025-10-07 17:50:47 -07:00
614c4e53b66e_add_unique_constraint_to_file_id_and_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
750dd87faa12_add_build_request_latency_to_step_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
887a4367b560_convert_stop_reason_from_enum_to_string.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
915b68780108_add_providers_data_to_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
0335b1eb9c40_add_batch_item_id_to_messages.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
4537f0996495_add_start_end_for_agent_file.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
5973fd8b8c60_add_agents_runs_table.py
feat: add agents_runs table (#4768)
2025-10-07 17:50:44 -07:00
6756d04c3ddb_add_tools_used_field_to_run_metrics_.py
feat: add tool_used field to run_metrics [LET-5419] (#5540)
2025-10-24 15:12:11 -07:00
7980d239ea08_add_stateless_option_for_agentstate.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
8149a781ac1b_backfill_encrypted_columns_for_.py
feat: backfill providers, sandbox_environment_variables, mcp_oauth *_enc columns [LET-5458] (#5382)
2025-10-24 15:11:31 -07:00
9275f62ad282_add_v2_protocol_fields_to_provider_traces.py
feat(crouton): add orgId, userId, Compaction_Settings and LLM_Config (#9022)
2026-01-29 12:44:04 -08:00
9758adf8fdd3_add_run_completion_and_duration_to_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
9792f94e961d_add_file_processing_status_to_.py
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2025-09-17 15:47:40 -07:00
46699adc71a7_add_unique_constraint_to_source_names_.py
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2025-09-17 15:47:40 -07:00
167491cfb7a8_add_identities_for_blocks.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
220856bbf43b_add_read_only_column.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
348214cbc081_add_org_agent_id_indices.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
400501b04bf0_add_per_agent_environment_variables.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
878607e41ca4_add_provider_category.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
5987401b40ae_refactor_agent_memory.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
7778731d15e2_added_jobusagestatistics_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
9556081ce65b_add_bedrock_creds_to_byok.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
39577145c45d_add_project_constraint_on_tools.py
chore: add project constraint on tools db (#7360)
2025-12-17 17:32:27 -08:00
51999513bcf1_steps_feedback_field.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
068588268b02_add_vector_db_provider_to_archives_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
341068089f14_add_preserve_on_migration_to_block.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
56254216524f_add_custom_headers_to_mcp_server.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
066857381578_add_approvals_field_to_messages.py
feat: add approvals persistence to message orm (#5309)
2025-10-24 15:11:31 -07:00
a1b2c3d4e5f6_add_index_to_step_metrics_run_id.py
chore: alembic upgrade for step metrics run id index (#6109)
2025-11-13 15:36:56 -08:00
a1b2c3d4e5f7_add_blocks_conversations_table.py
feat: allow for conversation-level isolation of blocks (#8684)
2026-01-19 15:54:39 -08:00
a1b2c3d4e5f8_create_provider_trace_metadata_table.py
feat: add metadata-only provider trace storage option (#9155)
2026-01-29 12:44:04 -08:00
a3c7d62e08ca_add_callback_data_to_jobs_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
a113caac453e_add_identities_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
a3047a624130_add_identifier_key_to_agents.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
a66510f83fc2_add_ordered_agent_ids_to_groups.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
a91994b9752f_add_column_to_tools_table_to_contain_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
af842aa6f743_add_tool_indexes_for_organization_id.py
feat: add index and concurrency control for tools (fixed alembic) (#6552)
2025-12-15 12:02:34 -08:00
b1c2d3e4f5a6_drop_unused_and_redundant_indexes.py
fix: fix alembic on main (#6116)
2025-11-13 15:36:56 -08:00
b6d7ca024aa9_add_agents_tags_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
b888f21b151f_add_vector_db_provider_to_source.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
b6061da886ee_add_encrypted_columns.py
feat: add encrypted columns for providers, sandbox/agent variables, mcp auth code [LET-4246] (#5187)
2025-10-07 17:50:49 -07:00
b183663c6769_add_trace_id_to_steps_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
bdddd421ec41_add_privileged_tools_to_organization.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
bff040379479_add_block_history_tables.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c0ef3ff26306_add_token_to_mcp_server.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c3b1da3d1157_add_sender_id_to_message.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c4eb5a907b38_add_file_controls_to_agent_state.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c5d964280dff_add_passages_orm_drop_legacy_passages_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c6c43222e2de_add_mcp_tools_table.py
feat: add new mcp_servers routes [LET-4321] (#5675)
2025-10-24 15:14:21 -07:00
c7ac45f69849_add_timezone_to_agents_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c41c87205254_add_default_requires_approval_field_on_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c85a3d07c028_move_files_to_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c734cfc0d595_add_runs_metrics_table.py
chore: sync 0.12.0 version (#3023)
2025-10-08 16:10:51 -07:00
c56081a05371_add_buffer_length_min_max_for_voice_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
c96263433aef_add_file_name_to_source_passages.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
cc8dc340836d_add_support_for_request_and_response_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
cce9a6174366_add_stop_reasons_to_steps_and_message_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
cda66b6cb0d6_move_sources_to_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
cdb3db091113_remove_unique_name_restriction_on_agents.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
cdd4a1c11aee_add_file_name_to_fileagent_association_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
cf3c4d025dbc_add_blocks_tags_table.py
feat: add tags support to blocks (#8474)
2026-01-19 15:54:38 -08:00
d14ae606614c_move_organizations_users_tools_to_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
d007f4ca66bf_npm_requirements_in_tools.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
d211df879a5f_add_agent_id_to_steps.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
d0880aae6cee_add_compaction_settings_to_agents_table.py
feat: add compaction_settings to agents (#6625)
2025-12-15 12:02:34 -08:00
d5103ee17ed5_add_template_fields_to_blocks_agents_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
d6632deac81d_add_composite_index_to_messages_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
d05669b60ebe_migrate_agents_to_orm.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
d798609d65ff_add_index_on_messages_step_id.py
fix: address high query latency with step id index on messages (#6068)
2025-11-13 15:36:56 -08:00
d06594144ef3_add_and_migrate_encrypted_columns_for_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
dd049fbec729_add_index_on_agent_id_for_agent_env_var.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
ddb69be34a72_add_vector_db_namespace_fields_to_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
ddecfe4902bc_add_prompts.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
dfafcf8210ca_add_model_endpoint_to_steps_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
e1a625072dbf_tweak_created_at_field_for_messages.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
e78b4e82db30_add_cascading_deletes_for_sources_to_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
e991d2e3b428_add_monotonically_increasing_ids_to_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
e20573fe9b86_add_tool_types.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
e67961ed7c32_add_enable_parallel_execution_to_tools_table.py
feat: Add flag to tools to signify if they are race safe [LET-5611] (#5548)
2025-10-24 15:12:11 -07:00
ee2b43eea55e_add_request_id_to_steps_table.py
feat: add request-id for steps [LET-6587] (#7349)
2026-01-12 10:57:19 -08:00
eff256d296cb_mcp_encrypted_data_migration.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f2f78d62005c_add_letta_batch_job_id_to_llm_batch_job.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f3bf00ef6118_add_approval_fields_to_message_model.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f5d26b0526e8_add_mcp_oauth.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f6cd5a1e519d_add_embedding_config_field_to_archives_.py
feat: Support embedding config on the archive [LET-5832] (#5714)
2025-10-24 15:14:21 -07:00
f7f757414d20_add_error_tracking_to_steps_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f9ad1c25fd2b_add_query_optimizing_runs_listing.py
feat: add composite message index and reduce pool timeout (#5156)
2025-10-07 17:50:49 -07:00
f81ceea2c08d_create_sandbox_config_and_sandbox_env_.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f595e0e8013e_adding_request_config_to_job_table.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f922ca16e42c_add_project_and_template_id_to_agent.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f7507eab4bb9_migrate_blocks_to_orm_model.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f55542f37641_add_index_for_agent_tags_reversed_order.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
f895232c144a_backfill_composio_tools.py
chore: rm composio (#5151)
2025-10-07 17:50:49 -07:00
fdcdafdb11cf_identity_properties_jsonb_to_json.py
merge this (#4759)
2025-09-17 15:47:40 -07:00
ffb17eb241fc_add_api_version_to_byok_providers.py
merge this (#4759)
2025-09-17 15:47:40 -07:00