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  • 3 commits
  • 81 files changed
  • 2 contributors

Commits on Feb 5, 2026

  1. fix: Enabled models list works (#314)

    Fixed #313
    
    ```console
    (llama-stack) (base) gualiu@gualiu-mac llamastack % llama-stack-client models list
    INFO:httpx:HTTP Request: GET http://localhost:8321/v1/models "HTTP/1.1 200 OK"
    
    Available Models
    
    ┏━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
    ┃ model_type       ┃ identifier                                                                  ┃ provider_resource_id                        ┃ metadata                                  ┃ provider_id                  ┃
    ┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
    │ llm              │ ollama/all-minilm:latest                                                    │ all-minilm:latest                           │                                           │ ollama                       │
    ├──────────────────┼─────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────┼───────────────────────────────────────────┼──────────────────────────────┤
    │ llm              │ ollama/llama3.2:1b-instruct-fp16                                            │ llama3.2:1b-instruct-fp16                   │                                           │ ollama                       │
    ├──────────────────┼─────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────┼───────────────────────────────────────────┼──────────────────────────────┤
    │ llm              │ ollama/llama3.2-vision:latest                                               │ llama3.2-vision:latest                      │                                           │ ollama                       │
    ├──────────────────┼─────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────┼───────────────────────────────────────────┼──────────────────────────────┤
    │ llm              │ ollama/llama3.2:3b-instruct-fp16                                            │ llama3.2:3b-instruct-fp16                   │                                           │ ollama                       │
    ├──────────────────┼─────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────┼───────────────────────────────────────────┼──────────────────────────────┤
    │ llm              │ ollama/llama3.2:3b                                                          │ llama3.2:3b                                 │                                           │ ollama                       │
    ├──────────────────┼─────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────┼───────────────────────────────────────────┼──────────────────────────────┤
    │ embedding        │ sentence-transformers/nomic-ai/nomic-embed-text-v1.5                        │ nomic-ai/nomic-embed-text-v1.5              │ {'embedding_dimension': 768}              │ sentence-transformers        │
    └──────────────────┴─────────────────────────────────────────────────────────────────────────────┴─────────────────────────────────────────────┴───────────────────────────────────────────┴──────────────────────────────┘
    
    Total models: 6
    ```
    gyliu513 authored Feb 5, 2026
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  2. Update vector_dbs to vector_stores (#316)

    Fixed #315
    ```console
    (llama-stack) (base) gualiu@gualiu-mac llama-stack-client-python % llama-stack-client vector_stores list
    INFO:httpx:HTTP Request: GET http://localhost:8321/v1/vector_stores "HTTP/1.1 200 OK"
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
    ┃ id                                    ┃ name                                   ┃ provider_id ┃ provider_vector_store_id              ┃ params                                 ┃
    ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
    │ vs_8472b5ef-3855-44eb-838e-9e1fd53aa… │ test_vector_store_4041f46f-0edb-4692-… │ faiss       │ vs_8472b5ef-3855-44eb-838e-9e1fd53aa… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_b3829f97-8aa9-47b3-8606-086f69a48… │ test_vector_store_1a0fea8d-3d16-4150-… │ faiss       │ vs_b3829f97-8aa9-47b3-8606-086f69a48… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_7e16d792-431d-4c03-b6ba-e810dea29… │ live_bank                              │ faiss       │ vs_7e16d792-431d-4c03-b6ba-e810dea29… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_e496a34e-0d31-420e-8518-8c397ec48… │ vector_store                           │ faiss       │ vs_e496a34e-0d31-420e-8518-8c397ec48… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_1dde3765-dd40-47b7-bfab-70de7d334… │ vector_store                           │ faiss       │ vs_1dde3765-dd40-47b7-bfab-70de7d334… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_40910714-7cd5-4426-945b-2253b6c0e… │ live_bank                              │ faiss       │ vs_40910714-7cd5-4426-945b-2253b6c0e… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_97c7c129-18ec-4c30-a25e-e0fa93901… │ vector_store                           │ faiss       │ vs_97c7c129-18ec-4c30-a25e-e0fa93901… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_2a8740f2-20ae-4ea9-b45b-14fc23efc… │ live_bank                              │ faiss       │ vs_2a8740f2-20ae-4ea9-b45b-14fc23efc… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_ace492f1-4cd1-4ab9-9295-6ab47f01a… │ interio_bank                           │ faiss       │ vs_ace492f1-4cd1-4ab9-9295-6ab47f01a… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_239df24b-7fb9-4c03-bb15-d2f7da710… │ test_vector_store_22ae7bc0-a5a9-4426-… │ faiss       │ vs_239df24b-7fb9-4c03-bb15-d2f7da710… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_99fe883e-7c79-441c-9f72-b2283dc42… │ test_vector_store_d603de47-60f9-4a62-… │ faiss       │ vs_99fe883e-7c79-441c-9f72-b2283dc42… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_563486f2-f565-4bc1-af53-83b9a21cf… │ test_vector_store_1ce59bf1-ab85-470f-… │ faiss       │ vs_563486f2-f565-4bc1-af53-83b9a21cf… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_c4e8c818-a5d6-4131-b287-4cca75a35… │ test_vector_store_ba923690-cb84-4ccc-… │ faiss       │ vs_c4e8c818-a5d6-4131-b287-4cca75a35… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    │ vs_0404cb9c-cad6-4a1c-92eb-43e098449… │ test_vector_store_54d918db-1713-48dc-… │ faiss       │ vs_0404cb9c-cad6-4a1c-92eb-43e098449… │ embedding_dimension: '768'             │
    │                                       │                                        │             │                                       │ embedding_model:                       │
    │                                       │                                        │             │                                       │ sentence-transformers/nomic-ai/nomic-… │
    │                                       │                                        │             │                                       │ metadata: null                         │
    │                                       │                                        │             │                                       │ status: completed                      │
    │                                       │                                        │             │                                       │ usage_bytes: 0                         │
    │                                       │                                        │             │                                       │                                        │
    └───────────────────────────────────────┴────────────────────────────────────────┴─────────────┴───────────────────────────────────────┴────────────────────────────────────────┘
    ```
    gyliu513 authored Feb 5, 2026
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Commits on Mar 13, 2026

  1. release: 0.6.1-alpha.1 (#321)

    Automated Release PR
    ---
    
    
    ## 0.6.1-alpha.1 (2026-03-13)
    
    Full Changelog:
    [v0.5.0-alpha.2...v0.6.1-alpha.1](v0.5.0-alpha.2...v0.6.1-alpha.1)
    
    ### ⚠ BREAKING CHANGES
    
    * improve consistency of post-training API endpoints
    
    ### Features
    
    * accept list content blocks in Responses API function_call_output
    ([f6f1fc3](f6f1fc3))
    * Add prompt_cache_key parameter support
    ([6b45699](6b45699))
    * add skip_model_availability to openai_mixin for remote models
    ([7ef952b](7ef952b))
    * add support for 'frequency_penalty' param to Responses API
    ([56d39cc](56d39cc))
    * add support for 'presence_penalty' param to Responses API
    ([4f57d15](4f57d15))
    * add support for /responses background parameter
    ([4f8bf45](4f8bf45))
    * Add top_logprobs parameter support
    ([2196986](2196986))
    * add top_p parameter support to responses API
    ([23e3b9f](23e3b9f))
    * Add truncation parameter support
    ([7501365](7501365))
    * improve consistency of post-training API endpoints
    ([99057fd](99057fd))
    * **inference:** bidirectional reasoning token passthrough for chat
    completions
    ([c314639](c314639))
    * **vector_io:** Implement Contextual Retrieval for improved RAG search
    quality
    ([89ec5a7](89ec5a7))
    
    
    ### Bug Fixes
    
    * align chat completion usage schema with OpenAI spec
    ([3974d5d](3974d5d))
    * Enabled models list works
    ([#314](#314))
    ([acd5e64](acd5e64))
    * **inference:** use flat response message model for chat/completions
    ([e58e2e4](e58e2e4))
    * **responses:** achieve full OpenResponses conformance — 6/6 tests
    passing
    ([631ab2c](631ab2c))
    * **stainless:** handle [DONE] SSE terminator in streaming responses
    ([17f0029](17f0029))
    * **vector_io:** align Protocol signatures with request models
    ([ea58fd8](ea58fd8))
    
    
    ### Chores
    
    * **api:** minor updates
    ([17a2705](17a2705))
    * **ci:** bump uv version
    ([f014d4c](f014d4c))
    * **ci:** skip uploading artifacts on stainless-internal branches
    ([dbddad9](dbddad9))
    * **docs:** add missing descriptions
    ([f1a093b](f1a093b))
    * format all `api.md` files
    ([0e3e262](0e3e262))
    * **internal:** add request options to SSE classes
    ([2ecc682](2ecc682))
    * **internal:** bump dependencies
    ([612291e](612291e))
    * **internal:** fix lint error on Python 3.14
    ([a0f6975](a0f6975))
    * **internal:** make `test_proxy_environment_variables` more resilient
    ([6bc2bb4](6bc2bb4))
    * **internal:** make `test_proxy_environment_variables` more resilient
    to env
    ([44bbae1](44bbae1))
    * **test:** do not count install time for mock server timeout
    ([185de33](185de33))
    * update mock server docs
    ([92cb087](92cb087))
    * update placeholder string
    ([406b9bb](406b9bb))
    
    
    ### Refactors
    
    * **types:** use `extra_items` from PEP 728
    ([629ca09](629ca09))
    
    ---
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