Fimeg/letta-server
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df5c997da0ee9ebbd9758424088564b3deccd1b4
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1634 Commits

Author SHA1 Message Date
Matthew Zhou
df5c997da0 feat: Enable dynamic toggling of tool choice in v3 agent loop for OpenAI [LET-4564] (#5042) 
* Add subsequent flag

* Finish integrating constrained/unconstrained toggling on v3 agent loop

* Update tests to run on v3

* Run lint
 2025-10-07 17:50:47 -07:00
cthomas
c465da27e6 feat: always populate run id in letta message load (#5039) 2025-10-07 17:50:47 -07:00
cthomas
67f8e46619 feat: add run id to streamed messages (#5037) 2025-10-07 17:50:47 -07:00
cthomas
f235dfb356 feat: add tool call test for new agent loop (#5034) 2025-10-07 17:50:47 -07:00
Matthew Zhou
d3c5d0c330 feat: Add missing import for SimpleOpenAIResponsesStreamingInterface (#5036) 
Add missing import
 2025-10-07 17:50:47 -07:00
Matthew Zhou
bc2218b0ca feat: Add should_force_tool_call to tool rule solver (#5032) 
Add  to tool rule solver
 2025-10-07 17:50:47 -07:00
cthomas
cd900a6f4d feat: check run completion in send message tests (#5030) 2025-10-07 17:50:47 -07:00
cthomas
2916095e86 feat: use assistant message in runs read path (#5026) 2025-10-07 17:50:47 -07:00
cthomas
e248ac27e2 feat: add messages.create_async test for new agent loop (#5024) 
feat: add async test for new agent loop
 2025-10-07 17:50:47 -07:00
cthomas
4304a2e2ef feat: integrate simple adapter for non-streaming letta v1 agent (#5017) 2025-10-07 17:50:47 -07:00
cthomas
74cf625f39 feat: add content var to base adapter (#5008) 2025-10-07 17:50:47 -07:00
cthomas
76d1bc8cbc feat: move new streaming adapters into own files (#5001) 2025-10-07 17:50:47 -07:00
Sarah Wooders
5502134e7a fix: don't override callback data if using temporal (#5004) 2025-10-07 17:50:47 -07:00
Kevin Lin
09d9c3ffd4 feat: anthropic tools for claude sonnet 4.5 (#4988) 
* add anthropic memory tools

* memory view working

* update memory examples

* tools

* feat: some changes (#5003)

* feat: added the ability to modify and add descriptions on creation

* fix: kill dead code & write into core_tool_executor instead

* fix: use block_manager not agent_manager where possible, also turn the return string errors into raising exceptions

* fix: cleanup, get rid of more return string errors replaced with valueerror, also drop deadcode

---------

Co-authored-by: Charles Packer <packercharles@gmail.com>
 2025-10-07 17:50:47 -07:00
cthomas
845af12771 fix: remove circular imports handling for llm config (#4999) 2025-10-07 17:50:47 -07:00
Sarah Wooders
354205f581 feat: create new runs table [LET-4467] (#4841) 2025-10-07 17:50:47 -07:00
Charles Packer
1c7448eb9d fix: patch remaining failing send_message CI tests (#4974) 
* fix: patch failing summarizer tests for anthropic claude 3.5

* fix: carveout for gemini-2.5-flash because it doesn't do the send_message tool call

* fix: deprecate old gemini test now that model is unavailable

* fix: deprecate old gemini test now that model is unavailable

* fix: deprecate old gemini test now that model is unavailable

* fix: patch flash flakiness

* fix: relax the gemini 2.5 flash test

* fix: relax the gemini 2.5 flash test

* fix: relax again

* fix: another flash fix

* fix: relax gpt-4o-mini

* fix: swap 4o-mini for 4.1

* fix: drop 4o-mini
 2025-10-07 17:50:46 -07:00
Sarah Wooders
d0d36a4b07 fix: remove json schema generation from tool validation [LET-4509] (#4964) 
* patch integration test

* create default user and org

* rm

* patch

* add testing

* remove validation for schemas from pydantic object

* add file

* patch tests

* fix more tests

* fix managers

* fix sdk test

* patch schema tests

* Comment out name in update

* patch test

* patch

* add another test
 2025-10-07 17:50:46 -07:00
Kian Jones
4bdf85b883 feat: pull letta env for sentry init (#4966) 
set env on sentry init
 2025-10-07 17:50:46 -07:00
Sarah Wooders
18abcc7025 feat: patch integration test for sandbox [LET-4509] (#4962) 
* patch integration test

* create default user and org

* rm

* patch
 2025-10-07 17:50:46 -07:00
Matthew Zhou
171f9b0b19 fix: Refactor reset messages async to reduce idle in transaction [LET-4529] (#4958) 
* Reduce comments

* Move turbopuffer outside of reset messages
 2025-10-07 17:50:46 -07:00
Matthew Zhou
b43193bf53 fix: Move turbopuffer logic out async db session [LET-4528] (#4957) 
Move turbopuffer logic out async db session
 2025-10-07 17:50:46 -07:00
Charles Packer
9fd901c3a5 fix(core): patch default reasoning for letta-free on letta v1 (#4953) 
* fix(core): patch default reasoning for letta-free on letta v1

* fix: patch (unrelated?) bug w/ missing required for empty tools like reset_research
 2025-10-07 17:50:46 -07:00
Sarah Wooders
b5de42fefd fix: patch summarizers for integration_test_send_message.py (#4919) 
* fix: integration_test_send_message.py

* patch summarizer

* remove print
 2025-10-07 17:50:46 -07:00
Matthew Zhou
b5053d02d5 fix: Fix multi agent test (#4947) 
Fix multi agent
 2025-10-07 17:50:46 -07:00
Charles Packer
81bf132712 fix: disable reasoning toggle when agent type is letta agent v1 [PRO-1346] (#4946) 
* fix: change the backend logic for the reasoning toggle to be different for v1 vs old agent types, also change the frontend to disable toggling unless it's a toggle-able model

* fix: add more logic to when the reasoning switch is enabled or disabled

* fix: safety net in the backend to set config when undefined

* fix: disable prefix fill, it's a bug
 2025-10-07 17:50:46 -07:00
Charles Packer
8da15aaf08 fix(core): patch issue where LLM may generate a 'noop' call [PRO-1340] (#4944) 
fix(core): patch issue where LLM may generate a 'noop' call
 2025-10-07 17:50:46 -07:00
Matthew Zhou
92f8144a07 feat: Remove unused get_files_agents_for_agents_async (#4929) 
Remove unused
 2025-10-07 17:50:46 -07:00
Matthew Zhou
c27e69ce6c fix: Fix mcp tests [LET-4496] (#4927) 
Fix mcp tests
 2025-10-07 17:50:46 -07:00
Matthew Zhou
0b08c4ed6a fix: Fix agents preview payload (#4924) 
Fix agents endpoint
 2025-10-07 17:50:46 -07:00
Matthew Zhou
d78e0ccb58 feat: Fix test batch sdkpy [LET-4507] (#4917) 
* Fix test batch sdk

* Consolidate and fix test batch sdk
 2025-10-07 17:50:46 -07:00
Matthew Zhou
b0bc04fec7 fix: Patch batch routes (#4916) 
Patch batch routes
 2025-10-07 17:50:46 -07:00
Sarah Wooders
53786ee102 feat: asyncify test_manager.py [LET-4494] (#4890) 
* add test_agent_manager.py

* created shared conftest

* add test_tool_manager.py

* add tag tests

* add message manager tests

* add blocks

* add org

* add passage tests

* add archive manager

* add user manager

* add identity

* add job manager tests

* add sandbox manager

* add file manager

* add group managers

* add mcp manager

* fix batch tests

* update workflows

* fix test_managers.py

* more tests

* comment out old test and add file

---------

Co-authored-by: Matthew Zhou <mattzh1314@gmail.com>
 2025-10-07 17:50:46 -07:00
Matthew Zhou
462d37813e chore: Deprecate agent file v1 related things [LET-4500] (#4902) 
Deprecate agent file v1 related things
 2025-10-07 17:50:46 -07:00
Charles Packer
a4041879a4 feat: add new agent loop (squash rebase of OSS PR) (#4815) 
* feat: squash rebase of OSS PR

* fix: revert changes that weren't on manual rebase

* fix: caught another one

* fix: disable force

* chore: drop print

* fix: just stage-api && just publish-api

* fix: make agent_type consistently an arg in the client

* fix: patch multi-modal support

* chore: put in todo stub

* fix: disable hardcoding for tests

* fix: patch validate agent sync (#4882)

patch validate agent sync

* fix: strip bad merge diff

* fix: revert unrelated diff

* fix: react_v2 naming -> letta_v1 naming

* fix: strip bad merge

---------

Co-authored-by: Kevin Lin <klin5061@gmail.com>
 2025-10-07 17:50:45 -07:00
Charles Packer
9edc7f4d64 feat: add OpenRouterProvider (#4848) 
* feat: init add of openrouter provider, doesn't work bc no key pass and no header pass

* fix: working
 2025-10-07 17:50:45 -07:00
Sarah Wooders
8fee5b4b93 fix: remove db locks (#4879) 2025-10-07 17:50:45 -07:00
Sarah Wooders
3b9d59d618 chore: revent db_max_concurrent_sessions (#4878) 2025-10-07 17:50:45 -07:00
Sarah Wooders
4df0a27eb0 chore: remove sync db (#4873) 2025-10-07 17:50:45 -07:00
Matthew Zhou
0ced006375 chore: set db_max_concurrent_sessions default to 48 (#4876) 
set default to 48
 2025-10-07 17:50:45 -07:00
Matthew Zhou
a15345c67c fix: Change model validator to before on Block limit (#4867) 
* Change model validator to before

* Revert experimental dependencies
 2025-10-07 17:50:45 -07:00
Matthew Zhou
8b580c94f0 fix: Asyncify runs routes [LET-4491] (#4869) 
Asyncify runs routes
 2025-10-07 17:50:45 -07:00
Matthew Zhou
b27dec5ca5 chore: Bump pg pool timeout (#4870) 
Bump pg pool timeout
 2025-10-07 17:50:45 -07:00
Matthew Zhou
16d666a434 fix: Fix create_job_async (#4868) 
Fix
 2025-10-07 17:50:45 -07:00
Charles Packer
c33c7a98a9 fix(core): patch agentfile export bug (broken when >50 total messages) [LET-4469] (#4863) 
* fix(core): patch agentfile export bug

* fix: address matt comment
 2025-10-07 17:50:45 -07:00
Charles Packer
809956d1aa fix(core): patch bug in the broadcast multi-agent tool where we were not properly awating returns [LET-4484] (#4866) 
fix(core): patch bug in the broadcast multi-agent tool where we were not await-ing the responses to return them properly
 2025-10-07 17:50:45 -07:00
Matthew Zhou
8395ec429a feat: Add flag for TLS (#4865) 
Add flag for TLS
 2025-10-07 17:50:45 -07:00
Charles Packer
d748d86059 feat: add more indexes (#4849) 2025-10-07 17:50:45 -07:00
cthomas
bc8223a13b feat: allow partial for step metrics creation (#4846) 2025-10-07 17:50:45 -07:00
cthomas
a9a4cb6ce1 fix: move read inside session (#4845) 2025-10-07 17:50:45 -07:00