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The Context Optimization Layer for LLM Applications - Cut costs by 50-90%

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  • headroom-ai-0.39.1
    ~amd64
    verify-provenance all proxy proxy-prod code ml memory vector pytorch-mps relevance image reports otel evals voice voice-train html mcp spreadsheet anyllm agno strands bedrock debug python_single_target_python3_12 python_single_target_python3_13 python_single_target_python3_14

    View      Download      Browse     License: Apache-2.0   

Runtime Dependencies

headroom-ai-0.39.1

dev-util/ast-grep

python_single_target_python3_12?
      ( dev-python/tiktoken[python_targets_python3_12
            (-)
      ] dev-python/pydantic[python_targets_python3_12
            (-)
      ] dev-python/click[python_targets_python3_12
            (-)
      ] dev-python/rich[python_targets_python3_12
            (-)
      ] dev-python/magika[python_targets_python3_12
            (-)
      ] dev-python/opentelemetry-api[python_targets_python3_12
            (-)
      ] dev-python/pyyaml[python_targets_python3_12
            (-)
      ] dev-python/rapidocr[python_targets_python3_12
            (-)
      ] dev-python/tomli[python_targets_python3_12
            (-)
      ] dev-python/tomlkit[python_targets_python3_12
            (-)
      ] dev-python/truststore[python_targets_python3_12
            (-)
      ] )

python_single_target_python3_13?
      ( dev-python/tiktoken[python_targets_python3_13
            (-)
      ] dev-python/pydantic[python_targets_python3_13
            (-)
      ] dev-python/click[python_targets_python3_13
            (-)
      ] dev-python/rich[python_targets_python3_13
            (-)
      ] dev-python/magika[python_targets_python3_13
            (-)
      ] dev-python/opentelemetry-api[python_targets_python3_13
            (-)
      ] dev-python/pyyaml[python_targets_python3_13
            (-)
      ] dev-python/rapidocr[python_targets_python3_13
            (-)
      ] dev-python/tomli[python_targets_python3_13
            (-)
      ] dev-python/tomlkit[python_targets_python3_13
            (-)
      ] dev-python/truststore[python_targets_python3_13
            (-)
      ] )

python_single_target_python3_14?
      ( dev-python/tiktoken[python_targets_python3_14
            (-)
      ] dev-python/pydantic[python_targets_python3_14
            (-)
      ] dev-python/click[python_targets_python3_14
            (-)
      ] dev-python/rich[python_targets_python3_14
            (-)
      ] dev-python/magika[python_targets_python3_14
            (-)
      ] dev-python/opentelemetry-api[python_targets_python3_14
            (-)
      ] dev-python/pyyaml[python_targets_python3_14
            (-)
      ] dev-python/rapidocr[python_targets_python3_14
            (-)
      ] dev-python/tomli[python_targets_python3_14
            (-)
      ] dev-python/tomlkit[python_targets_python3_14
            (-)
      ] dev-python/truststore[python_targets_python3_14
            (-)
      ] )




dev-python/litellm[python_single_target_python3_12
      (-)
?
,python_single_target_python3_13
      (-)
?
,python_single_target_python3_14
      (-)
?
]

proxy?
      ( sci-ml/transformers[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] python_single_target_python3_12?
            ( dev-python/fastapi[python_targets_python3_12
                  (-)
            ] dev-python/uvicorn[python_targets_python3_12
                  (-)
            ] dev-python/orjson[python_targets_python3_12
                  (-)
            ] dev-python/httpx[python_targets_python3_12
                  (-)
            ] dev-python/openai[python_targets_python3_12
                  (-)
            ] dev-python/mcp[python_targets_python3_12
                  (-)
            ] dev-python/zstandard[python_targets_python3_12
                  (-)
            ] dev-python/websockets[python_targets_python3_12
                  (-)
            ] sci-libs/onnxruntime[python_targets_python3_12
                  (-)
            ] dev-python/watchdog[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/fastapi[python_targets_python3_13
                  (-)
            ] dev-python/uvicorn[python_targets_python3_13
                  (-)
            ] dev-python/orjson[python_targets_python3_13
                  (-)
            ] dev-python/httpx[python_targets_python3_13
                  (-)
            ] dev-python/openai[python_targets_python3_13
                  (-)
            ] dev-python/mcp[python_targets_python3_13
                  (-)
            ] dev-python/zstandard[python_targets_python3_13
                  (-)
            ] dev-python/websockets[python_targets_python3_13
                  (-)
            ] sci-libs/onnxruntime[python_targets_python3_13
                  (-)
            ] dev-python/watchdog[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/fastapi[python_targets_python3_14
                  (-)
            ] dev-python/uvicorn[python_targets_python3_14
                  (-)
            ] dev-python/orjson[python_targets_python3_14
                  (-)
            ] dev-python/httpx[python_targets_python3_14
                  (-)
            ] dev-python/openai[python_targets_python3_14
                  (-)
            ] dev-python/mcp[python_targets_python3_14
                  (-)
            ] dev-python/zstandard[python_targets_python3_14
                  (-)
            ] dev-python/websockets[python_targets_python3_14
                  (-)
            ] sci-libs/onnxruntime[python_targets_python3_14
                  (-)
            ] dev-python/watchdog[python_targets_python3_14
                  (-)
            ] )
       )

proxy-prod?
      ( www-servers/gunicorn )

code?
      ( python_single_target_python3_12?
            ( dev-python/tree-sitter[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/tree-sitter[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/tree-sitter[python_targets_python3_14
                  (-)
            ] )
       )

memory?
      ( dev-python/sentence-transformers[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] )

ml?
      ( sci-ml/pytorch[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] sci-ml/transformers[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] sci-ml/huggingface_hub[torch,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] )

relevance?
      ( dev-python/fastembed[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] python_single_target_python3_12?
            ( dev-python/numpy[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/numpy[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/numpy[python_targets_python3_14
                  (-)
            ] )
       )

proxy?
      ( python_single_target_python3_12?
            ( dev-python/pillow[python_targets_python3_12
                  (-)
            ] sci-ml/sentencepiece[python_targets_python3_12
                  (-)
            ] sci-libs/onnxruntime[python,python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/pillow[python_targets_python3_13
                  (-)
            ] sci-ml/sentencepiece[python_targets_python3_13
                  (-)
            ] sci-libs/onnxruntime[python,python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/pillow[python_targets_python3_14
                  (-)
            ] sci-ml/sentencepiece[python_targets_python3_14
                  (-)
            ] sci-libs/onnxruntime[python,python_targets_python3_14
                  (-)
            ] )
       )

pytorch-mps?
      ( sci-ml/pytorch[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] dev-python/sentence-transformers[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] )

reports?
      ( python_single_target_python3_12?
            ( dev-python/jinja2[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/jinja2[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/jinja2[python_targets_python3_14
                  (-)
            ] )
       )

spreadsheet?
      ( python_single_target_python3_12?
            ( dev-python/openpyxl[python_targets_python3_12
                  (-)
            ] dev-python/xlrd[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/openpyxl[python_targets_python3_13
                  (-)
            ] dev-python/xlrd[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/openpyxl[python_targets_python3_14
                  (-)
            ] dev-python/xlrd[python_targets_python3_14
                  (-)
            ] )
       )

otel?
      ( python_single_target_python3_12?
            ( dev-python/opentelemetry-sdk[python_targets_python3_12
                  (-)
            ] dev-python/opentelemetry-exporter-otlp-proto-http[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/opentelemetry-sdk[python_targets_python3_13
                  (-)
            ] dev-python/opentelemetry-exporter-otlp-proto-http[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/opentelemetry-sdk[python_targets_python3_14
                  (-)
            ] dev-python/opentelemetry-exporter-otlp-proto-http[python_targets_python3_14
                  (-)
            ] )
       )

mcp?
      ( python_single_target_python3_12?
            ( dev-python/mcp[python_targets_python3_12
                  (-)
            ] dev-python/httpx[python_targets_python3_12
                  (-)
            ] dev-python/starlette[python_targets_python3_12
                  (-)
            ] dev-python/uvicorn[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/mcp[python_targets_python3_13
                  (-)
            ] dev-python/httpx[python_targets_python3_13
                  (-)
            ] dev-python/starlette[python_targets_python3_13
                  (-)
            ] dev-python/uvicorn[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/mcp[python_targets_python3_14
                  (-)
            ] dev-python/httpx[python_targets_python3_14
                  (-)
            ] dev-python/starlette[python_targets_python3_14
                  (-)
            ] dev-python/uvicorn[python_targets_python3_14
                  (-)
            ] )
       )

voice?
      ( sci-ml/transformers[torch,python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] sci-ml/pytorch[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] python_single_target_python3_12?
            ( sci-libs/onnxruntime[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( sci-libs/onnxruntime[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( sci-libs/onnxruntime[python_targets_python3_14
                  (-)
            ] )
       )

voice-train?
      ( sci-ml/datasets[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] sci-ml/accelerate[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] )

evals?
      ( sci-ml/datasets[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] dev-python/sentence-transformers[python_single_target_python3_12
            (-)
      ?
,python_single_target_python3_13
            (-)
      ?
,python_single_target_python3_14
            (-)
      ?
] python_single_target_python3_12?
            ( dev-python/numpy[python_targets_python3_12
                  (-)
            ] dev-python/scikit-learn[python_targets_python3_12
                  (-)
            ] dev-python/openai[python_targets_python3_12
                  (-)
            ] dev-python/anthropic[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/numpy[python_targets_python3_13
                  (-)
            ] dev-python/scikit-learn[python_targets_python3_13
                  (-)
            ] dev-python/openai[python_targets_python3_13
                  (-)
            ] dev-python/anthropic[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/numpy[python_targets_python3_14
                  (-)
            ] dev-python/scikit-learn[python_targets_python3_14
                  (-)
            ] dev-python/openai[python_targets_python3_14
                  (-)
            ] dev-python/anthropic[python_targets_python3_14
                  (-)
            ] )
       )

bedrock?
      ( python_single_target_python3_12?
            ( dev-python/boto3[python_targets_python3_12
                  (-)
            ] dev-python/botocore[python_targets_python3_12
                  (-)
            ] )
       python_single_target_python3_13?
            ( dev-python/boto3[python_targets_python3_13
                  (-)
            ] dev-python/botocore[python_targets_python3_13
                  (-)
            ] )
       python_single_target_python3_14?
            ( dev-python/boto3[python_targets_python3_14
                  (-)
            ] dev-python/botocore[python_targets_python3_14
                  (-)
            ] )
       )

python_single_target_python3_12?
      ( dev-lang/python:3.12 )

python_single_target_python3_13?
      ( dev-lang/python:3.13 )

python_single_target_python3_14?
      ( dev-lang/python:3.14 )