llama-stack-mirror/llama_stack/providers/utils
Ashwin Bharambe e9b4278a51
feat(responses)!: improve responses + conversations implementations (#3810)
This PR updates the Conversation item related types and improves a
couple critical parts of the implemenation:

- it creates a streaming output item for the final assistant message
output by
  the model. until now we only added content parts and included that
  message in the final response.

- rewrites the conversation update code completely to account for items
  other than messages (tool calls, outputs, etc.)

## Test Plan

Used the test script from
https://github.com/llamastack/llama-stack-client-python/pull/281 for
this

```
TEST_API_BASE_URL=http://localhost:8321/v1 \
  pytest tests/integration/test_agent_turn_step_events.py::test_client_side_function_tool -xvs
```
2025-10-15 09:36:11 -07:00
..
bedrock feat: use SecretStr for inference provider auth credentials (#3724) 2025-10-10 07:32:50 -07:00
common chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
datasetio chore(misc): make tests and starter faster (#3042) 2025-08-05 14:55:05 -07:00
files fix(expires_after): make sure multipart/form-data is properly parsed (#3612) 2025-09-30 16:14:03 -04:00
inference refactor: replace default all-MiniLM-L6-v2 embedding model by nomic-embed-text-v1.5 in Llama Stack (#3183) 2025-10-14 10:44:20 -04:00
kvstore feat: Allow :memory: for kvstore (#3696) 2025-10-13 11:19:27 +02:00
memory chore: Support embedding params from metadata for Vector Store (#3811) 2025-10-15 15:53:36 +02:00
responses feat(responses)!: improve responses + conversations implementations (#3810) 2025-10-15 09:36:11 -07:00
scoring chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
sqlstore feat: Add OpenAI Conversations API (#3429) 2025-10-03 08:47:18 -07:00
telemetry feat: use FIPS validated CSPRNG for telemetry (#3554) 2025-09-26 11:17:25 +02:00
tools feat(tools)!: substantial clean up of "Tool" related datatypes (#3627) 2025-10-02 15:12:03 -07:00
vector_io feat: migrate to FIPS-validated cryptographic algorithms (#3423) 2025-09-12 11:18:19 +02:00
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
pagination.py chore(refact): move paginate_records fn outside of datasetio (#2137) 2025-05-12 10:56:14 -07:00
scheduler.py refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00