syftr

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Author: None
Summary: syftr is an agent optimizer that helps you find the best agentic workflows for your budget.
Latest version: 0.4.0
Required dependencies: adjusttext | aiolimiter | altair | arize-phoenix | boto3 | botocore | click | cloudpickle | colorlog | dataframe-image | datasets | diskcache | faiss-cpu | filelock | flock | fsspec | gitpython | google-cloud-aiplatform | html2text | huggingface-hub | ipdb | kaleido | kneed | langchain | langchain-community | llama-index | llama-index-agent-coa | llama-index-agent-introspective | llama-index-agent-lats | llama-index-agent-openai | llama-index-callbacks-arize-phoenix | llama-index-cli | llama-index-core | llama-index-embeddings-azure-openai | llama-index-embeddings-fastembed | llama-index-embeddings-huggingface | llama-index-embeddings-huggingface-optimum | llama-index-embeddings-openai | llama-index-embeddings-openai-like | llama-index-indices-managed-llama-cloud | llama-index-legacy | llama-index-llms-anthropic | llama-index-llms-azure-inference | llama-index-llms-azure-openai | llama-index-llms-cerebras | llama-index-llms-huggingface | llama-index-llms-ollama | llama-index-llms-openai | llama-index-llms-vertex | llama-index-llms-vllm | llama-index-multi-modal-llms-openai | llama-index-packs-agents-coa | llama-index-program-openai | llama-index-question-gen-openai | llama-index-readers-file | llama-index-readers-llama-parse | llama-index-retrievers-bm25 | llama-index-vector-stores-faiss | llama-index-vector-stores-qdrant | llvmlite | lz4 | maincontentextractor | numba | numpy | openinference-instrumentation-llama-index | opentelemetry-exporter-otlp | opentelemetry-sdk | optimum | optuna | overrides | pals | pandas | paretoset | pip | plotly | psycopg2-binary | pydantic-file-secrets | pydantic-settings | python-dotenv | python-slugify | rapidfuzz | ray | rich | rouge-score | s3fs | scikit-learn | seaborn | sentencepiece | sqlalchemy | statsmodels | tabulate | torch | trace-opt | transformers | tree-sitter | tree-sitter-language-pack | tree-sitter-languages | types-protobuf | types-pytz | types-tabulate | uv-dynamic-versioning | vertexai
Optional dependencies: altair | ansible | beautifulsoup4 | ipykernel | ipython | ipywidgets | isort | jupyter | kneed | matplotlib | mypy | nbformat | nbstripout | optuna-dashboard | paretoset | pre-commit | py-irt | pyro-ppl | pytest-rerunfailures | python-slugify | pytz | rpdb | ruff | scipy | spacy | types-python-slugify | types-pyyaml | types-requests | types-tabulate | xgboost | yawsso

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