Index

_

_abc_impl (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor attribute) _ALLOWED_MODULES (in module effectful.handlers.llm.harness.execution.restricted) _allowed_modules_section() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) _call_print() (effectful.handlers.llm.harness.execution.restricted._StdoutPrintCollector method) _check_pattern_expression() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) _checked_module() (in module effectful.handlers.llm.harness.execution.restricted) _checked_str_format() (in module effectful.handlers.llm.harness.execution.restricted) _EXTRA_SAFE_BUILTIN_NAMES (in module effectful.handlers.llm.harness.execution.restricted) _FORMAT_REACHING_CHARS (in module effectful.handlers.llm.harness.execution.restricted) _GUARD_NAMES (in module effectful.handlers.llm.harness.execution.restricted) _guarded_apply() (in module effectful.handlers.llm.harness.execution.restricted) _guarded_delattr() (in module effectful.handlers.llm.harness.execution.restricted) _guarded_getattr() (in module effectful.handlers.llm.harness.execution.restricted)

_guarded_hasattr() (in module effectful.handlers.llm.harness.execution.restricted) _guarded_import() (in module effectful.handlers.llm.harness.execution.restricted) _guarded_inplacevar() (in module effectful.handlers.llm.harness.execution.restricted) _guarded_setattr() (in module effectful.handlers.llm.harness.execution.restricted) _INPLACE_OPS (in module effectful.handlers.llm.harness.execution.restricted) _is_allowed_attribute() (in module effectful.handlers.llm.harness.execution.restricted) _is_allowed_name() (in module effectful.handlers.llm.harness.execution.restricted) _RAISE (in module effectful.handlers.llm.harness.execution.restricted) _reject_reaching_format_fields() (in module effectful.handlers.llm.harness.execution.restricted) _restricted_globals() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) _SAFE_DUNDER_ATTRS (in module effectful.handlers.llm.harness.execution.restricted) _SAFE_DUNDER_BINDINGS (in module effectful.handlers.llm.harness.execution.restricted) _StdoutPrintCollector (class in effectful.handlers.llm.harness.execution.restricted) _UNSAFE_BUILTIN_NAMES (in module effectful.handlers.llm.harness.execution.restricted)

A

Agent (class in effectful.handlers.llm.types) AgentLoop (class in effectful.handlers.llm.harness.hooks) agents_called() (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder class method) analyze() (effectful.ops.syntax.Scoped method) Annotation (class in effectful.ops.types) append_message() (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder class method)

apply() (effectful.handlers.numpyro.Naming method) (effectful.handlers.pyro.Naming method) ApplyOperation (class in effectful.ops.types) args (effectful.ops.types.Term property) as_tuple() (in module effectful.ops.semantics) AssistantResult (in module effectful.handlers.llm.harness.hooks)

B

BernoulliLogits() (in module effectful.handlers.numpyro) BernoulliLogitsTerm (class in effectful.handlers.numpyro) BernoulliProbs() (in module effectful.handlers.numpyro) BernoulliProbsTerm (class in effectful.handlers.numpyro) Beta() (in module effectful.handlers.numpyro) BetaTerm (class in effectful.handlers.numpyro) bind_dims() (in module effectful.handlers.jax) (in module effectful.handlers.torch)

BinomialLogits() (in module effectful.handlers.numpyro) BinomialLogitsTerm (class in effectful.handlers.numpyro) BinomialProbs() (in module effectful.handlers.numpyro) BinomialProbsTerm (class in effectful.handlers.numpyro) bound_args (effectful.handlers.llm.harness.serialization.DecodedToolCall attribute) Box (class in effectful.internals.unification) BuiltinExecutor (class in effectful.handlers.llm.harness.execution.builtin)

C

cache() (in module effectful.internals.runtime) cache_get() (in module effectful.internals.runtime) cache_put() (in module effectful.internals.runtime) CacheEntry (in module effectful.internals.runtime) call_agent() (effectful.handlers.llm.harness.durability.persistence.SQLitePersister method) (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder method) (effectful.handlers.llm.harness.hooks.AgentLoop method) (effectful.handlers.llm.harness.observability.langfuse.LangfuseTracer method) (effectful.handlers.llm.harness.synthesis.body.FinalBodySynthesizer method) (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer method) (effectful.handlers.llm.harness.validation.pydantic.PydanticSkillArgValidator method) (in module effectful.handlers.llm.harness.hooks) call_assistant() (effectful.handlers.llm.harness.durability.retrying.TenacityRetryer method) (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder method) (effectful.handlers.llm.harness.legibility.lexical.LexicalToolExtractor method) (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer method) (effectful.handlers.llm.harness.synthesis.toolcall.ExpressionToolCaller method) (in module effectful.handlers.llm.harness.hooks) call_assistant_retryer (effectful.handlers.llm.harness.durability.retrying.TenacityRetryer attribute) call_system() (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder method) (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) (effectful.handlers.llm.harness.hooks.PromptInjectingInterpretation method) (effectful.handlers.llm.harness.legibility.framework.FrameworkDocumenter method) (effectful.handlers.llm.harness.observability.dump.SystemPromptDumper method) (in module effectful.handlers.llm.harness.hooks) call_tool() (effectful.handlers.llm.harness.durability.retrying.TenacityRetryer method) (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder method) (effectful.handlers.llm.harness.observability.langfuse.LangfuseTracer method) (effectful.handlers.llm.harness.synthesis.body.FinalBodySynthesizer method) (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer method) (in module effectful.handlers.llm.harness.hooks) call_user() (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder method) (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer method) (in module effectful.handlers.llm.harness.hooks)

CallExpression (class in effectful.handlers.llm.harness.synthesis.toolcall) canonicalize() (in module effectful.internals.unification) CategoricalLogits() (in module effectful.handlers.numpyro) CategoricalLogitsTerm (class in effectful.handlers.numpyro) CategoricalProbs() (in module effectful.handlers.numpyro) CategoricalProbsTerm (class in effectful.handlers.numpyro) Cauchy() (in module effectful.handlers.numpyro) CauchyTerm (class in effectful.handlers.numpyro) check_name() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) Chi2() (in module effectful.handlers.numpyro) Chi2Term (class in effectful.handlers.numpyro) client (effectful.handlers.llm.harness.observability.langfuse.LangfuseTracer attribute) code (effectful.handlers.llm.harness.serialization.EncodedFunction attribute) (effectful.handlers.llm.harness.synthesis.body.SynthesizedMethodSkillBody attribute) (effectful.handlers.llm.harness.synthesis.body.SynthesizedSkillBody attribute) (effectful.handlers.llm.harness.synthesis.function.SynthesizedFunction attribute) compact_() (in module effectful.handlers.llm.harness.durability.transaction) CompactionScope (class in effectful.handlers.llm.harness.durability.transaction) compile() (effectful.handlers.llm.harness.execution.builtin.BuiltinExecutor method) (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) (in module effectful.handlers.llm.harness.execution.hooks) completion() (effectful.handlers.llm.harness.observability.langfuse.LangfuseTracer method) (effectful.handlers.llm.harness.observability.rich.RichTerminalRenderer method) (effectful.handlers.llm.harness.provision.litellm.LiteLLMConfigurer method) (in module effectful.handlers.llm.harness.hooks) cond() (in module effectful.handlers.indexed) cond_n() (in module effectful.handlers.indexed) config (effectful.handlers.llm.harness.provision.litellm.LiteLLMConfigurer attribute) console (effectful.handlers.llm.harness.observability.rich.RichTerminalRenderer attribute) ConstructorOperation (class in effectful.ops.syntax) content (effectful.handlers.llm.harness.serialization.PromptSection attribute) CONVERSATION (effectful.handlers.llm.harness.durability.transaction.CompactionScope attribute) coproduct() (in module effectful.ops.semantics) copy_cache_entries() (in module effectful.internals.runtime)

D

DataclassConstructorOperation (class in effectful.ops.syntax) db_path (effectful.handlers.llm.harness.durability.persistence.SQLitePersister attribute) DecodedToolCall (class in effectful.handlers.llm.harness.serialization) DecodingError defdata() (in module effectful.ops.syntax) deffn() (in module effectful.ops.syntax) define() (effectful.handlers.llm.types.Skill class method) (effectful.handlers.llm.types.Tool class method) (effectful.ops.syntax.ConstructorOperation class method) (effectful.ops.types.Operation class method)

defstream() (in module effectful.ops.syntax) Delta() (in module effectful.handlers.numpyro) DeltaTerm (class in effectful.handlers.numpyro) Dirichlet() (in module effectful.handlers.numpyro) DirichletMultinomial() (in module effectful.handlers.numpyro) DirichletMultinomialTerm (class in effectful.handlers.numpyro) DirichletTerm (class in effectful.handlers.numpyro)

E

effectful.handlers module effectful.handlers.indexed module effectful.handlers.jax module effectful.handlers.jax.numpy module effectful.handlers.jax.scipy module effectful.handlers.llm module effectful.handlers.llm.harness module effectful.handlers.llm.harness.__main__ module effectful.handlers.llm.harness.durability module effectful.handlers.llm.harness.durability.persistence module effectful.handlers.llm.harness.durability.retrying module effectful.handlers.llm.harness.durability.transaction module effectful.handlers.llm.harness.execution module effectful.handlers.llm.harness.execution.builtin module effectful.handlers.llm.harness.execution.hooks module effectful.handlers.llm.harness.execution.restricted module effectful.handlers.llm.harness.hooks module effectful.handlers.llm.harness.legibility module effectful.handlers.llm.harness.legibility.framework module effectful.handlers.llm.harness.legibility.lexical module effectful.handlers.llm.harness.observability module effectful.handlers.llm.harness.observability.dump module effectful.handlers.llm.harness.observability.langfuse module effectful.handlers.llm.harness.observability.rich module effectful.handlers.llm.harness.provision module effectful.handlers.llm.harness.provision.litellm module effectful.handlers.llm.harness.serialization module effectful.handlers.llm.harness.synthesis module effectful.handlers.llm.harness.synthesis.body module effectful.handlers.llm.harness.synthesis.function module

effectful.handlers.llm.harness.synthesis.snippet module effectful.handlers.llm.harness.synthesis.toolcall module effectful.handlers.llm.harness.validation module effectful.handlers.llm.harness.validation.hooks module effectful.handlers.llm.harness.validation.mypy module effectful.handlers.llm.harness.validation.pydantic module effectful.handlers.llm.harness.validation.ty module effectful.handlers.llm.types module effectful.handlers.numpyro module effectful.handlers.pyro module effectful.handlers.torch module effectful.internals module effectful.internals.runtime module effectful.internals.unification module effectful.ops module effectful.ops.semantics module effectful.ops.syntax module effectful.ops.types module Encodable (in module effectful.handlers.llm.types) EncodedFunction (class in effectful.handlers.llm.harness.serialization) entropy() (in module effectful.handlers.numpyro) enumerate_support() (in module effectful.handlers.numpyro) eval() (effectful.handlers.llm.harness.execution.builtin.BuiltinExecutor method) (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) (in module effectful.handlers.llm.harness.execution.hooks) EvalCache (in module effectful.internals.runtime) evaluate() (effectful.handlers.llm.harness.serialization.TypeToPydanticType method) (effectful.internals.unification.TypeEvaluator method) exec() (effectful.handlers.llm.harness.execution.builtin.BuiltinExecutor method) (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) (in module effectful.handlers.llm.harness.execution.hooks) exec_code() (effectful.handlers.llm.harness.synthesis.snippet.ReplSession method) (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer class method) expand() (in module effectful.handlers.numpyro) expand_to_batch_shape() (in module effectful.handlers.numpyro) Exponential() (in module effectful.handlers.numpyro) ExponentialTerm (class in effectful.handlers.numpyro) Expr (in module effectful.ops.types) ExpressionToolCaller (class in effectful.handlers.llm.harness.synthesis.toolcall) extract_operations() (effectful.ops.syntax.Scoped class method)

F

FinalBodySynthesizer (class in effectful.handlers.llm.harness.synthesis.body) format_as_content_blocks() (in module effectful.handlers.llm.harness.serialization) FrameworkDocumenter (class in effectful.handlers.llm.harness.legibility.framework) freetypevars() (in module effectful.internals.unification)

from_shape() (effectful.handlers.numpyro.Naming static method) (effectful.handlers.pyro.Naming static method) fvsof() (in module effectful.ops.semantics) fwd() (in module effectful.ops.semantics)

G

Gamma() (in module effectful.handlers.numpyro) GammaTerm (class in effectful.handlers.numpyro) gather() (in module effectful.handlers.indexed) GeometricLogits() (in module effectful.handlers.numpyro) GeometricLogitsTerm (class in effectful.handlers.numpyro) GeometricProbs() (in module effectful.handlers.numpyro)

GeometricProbsTerm (class in effectful.handlers.numpyro) get() (effectful.ops.types.Interpretation method) get_history() (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder class method) get_interpretation() (in module effectful.internals.runtime) grad() (in module effectful.handlers.torch) Gumbel() (in module effectful.handlers.numpyro) GumbelTerm (class in effectful.handlers.numpyro)

H

HalfCauchy() (in module effectful.handlers.numpyro) HalfCauchyTerm (class in effectful.handlers.numpyro) HalfNormal() (in module effectful.handlers.numpyro) HalfNormalTerm (class in effectful.handlers.numpyro)

handler() (in module effectful.ops.semantics) harness() (in module effectful.handlers.llm.harness) hessian() (in module effectful.handlers.torch) HistoryBuilder (class in effectful.handlers.llm.harness.durability.transaction)

I

id (effectful.handlers.llm.harness.serialization.DecodedToolCall attribute) implementations (effectful.handlers.llm.harness.durability.persistence.SQLitePersister attribute) (effectful.handlers.llm.harness.durability.retrying.TenacityRetryer attribute) (effectful.handlers.llm.harness.durability.transaction.HistoryBuilder attribute) (effectful.handlers.llm.harness.execution.builtin.BuiltinExecutor attribute) (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor attribute) (effectful.handlers.llm.harness.hooks.AgentLoop attribute) (effectful.handlers.llm.harness.hooks.PromptInjectingInterpretation attribute) (effectful.handlers.llm.harness.legibility.framework.FrameworkDocumenter attribute) (effectful.handlers.llm.harness.legibility.lexical.ImplicitToolExtractor attribute) (effectful.handlers.llm.harness.legibility.lexical.LexicalToolExtractor attribute) (effectful.handlers.llm.harness.observability.dump.SystemPromptDumper attribute) (effectful.handlers.llm.harness.observability.langfuse.LangfuseTracer attribute) (effectful.handlers.llm.harness.observability.rich.RichTerminalRenderer attribute) (effectful.handlers.llm.harness.provision.litellm.LiteLLMConfigurer attribute) (effectful.handlers.llm.harness.synthesis.body.FinalBodySynthesizer attribute) (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer attribute) (effectful.handlers.llm.harness.synthesis.toolcall.ExpressionToolCaller attribute) (effectful.handlers.llm.harness.synthesis.toolcall.MixedToolCaller attribute) (effectful.handlers.llm.harness.validation.mypy.MypyTypeChecker attribute) (effectful.handlers.llm.harness.validation.pydantic.PydanticSkillArgValidator attribute) (effectful.handlers.llm.harness.validation.ty.TyTypeChecker attribute) (effectful.ops.syntax.ObjectInterpretation attribute)

implements() (in module effectful.ops.syntax) ImplicitToolExtractor (class in effectful.handlers.llm.harness.legibility.lexical) Independent() (in module effectful.handlers.numpyro) IndependentTerm (class in effectful.handlers.numpyro) IndexSet (class in effectful.handlers.indexed) indices_of() (in module effectful.handlers.indexed) infer_annotations() (effectful.ops.syntax.Scoped class method) (effectful.ops.types.Annotation class method) Interpretation (class in effectful.ops.types) interpreter() (in module effectful.internals.runtime) items() (effectful.ops.types.Interpretation method) iter_() (in module effectful.ops.syntax)

J

jacfwd() (in module effectful.handlers.torch) jacrev() (in module effectful.handlers.torch)

jax_getitem() (in module effectful.handlers.jax) jit() (in module effectful.handlers.jax) jvp() (in module effectful.handlers.torch)

K

keys() (effectful.ops.types.Interpretation method) Kumaraswamy() (in module effectful.handlers.numpyro)

KumaraswamyTerm (class in effectful.handlers.numpyro) kwargs (effectful.ops.types.Term property)

L

LangfuseTracer (class in effectful.handlers.llm.harness.observability.langfuse) Laplace() (in module effectful.handlers.numpyro) LaplaceTerm (class in effectful.handlers.numpyro) lenient_flags (effectful.handlers.llm.harness.validation.mypy.MypyTypeChecker attribute) lenient_ignored_rules (effectful.handlers.llm.harness.validation.ty.TyTypeChecker attribute) LexicalToolExtractor (class in effectful.handlers.llm.harness.legibility.lexical) LiteLLMConfigurer (class in effectful.handlers.llm.harness.provision.litellm) LKJCholesky() (in module effectful.handlers.numpyro)

LKJCholeskyTerm (class in effectful.handlers.numpyro) locals (effectful.handlers.llm.harness.synthesis.snippet.ReplSession attribute) log_prob() (in module effectful.handlers.numpyro) Logistic() (in module effectful.handlers.numpyro) LogisticTerm (class in effectful.handlers.numpyro) LogNormal() (in module effectful.handlers.numpyro) LogNormalTerm (class in effectful.handlers.numpyro) LowRankMultivariateNormal() (in module effectful.handlers.numpyro) LowRankMultivariateNormalTerm (class in effectful.handlers.numpyro)

M

main() (in module effectful.handlers.llm.harness.__main__) MethodSkillBody (class in effectful.handlers.llm.harness.synthesis.body) MixedToolCaller (class in effectful.handlers.llm.harness.synthesis.toolcall) model_config (effectful.handlers.llm.harness.serialization.EncodedFunction attribute) (effectful.handlers.llm.harness.synthesis.body.SynthesizedMethodSkillBody attribute) (effectful.handlers.llm.harness.synthesis.body.SynthesizedSkillBody attribute) (effectful.handlers.llm.harness.synthesis.function.SynthesizedFunction attribute) module effectful.handlers effectful.handlers.indexed effectful.handlers.jax effectful.handlers.jax.numpy effectful.handlers.jax.scipy effectful.handlers.llm effectful.handlers.llm.harness effectful.handlers.llm.harness.__main__ effectful.handlers.llm.harness.durability effectful.handlers.llm.harness.durability.persistence effectful.handlers.llm.harness.durability.retrying effectful.handlers.llm.harness.durability.transaction effectful.handlers.llm.harness.execution effectful.handlers.llm.harness.execution.builtin effectful.handlers.llm.harness.execution.hooks effectful.handlers.llm.harness.execution.restricted effectful.handlers.llm.harness.hooks effectful.handlers.llm.harness.legibility effectful.handlers.llm.harness.legibility.framework effectful.handlers.llm.harness.legibility.lexical effectful.handlers.llm.harness.observability effectful.handlers.llm.harness.observability.dump effectful.handlers.llm.harness.observability.langfuse effectful.handlers.llm.harness.observability.rich effectful.handlers.llm.harness.provision effectful.handlers.llm.harness.provision.litellm effectful.handlers.llm.harness.serialization effectful.handlers.llm.harness.synthesis effectful.handlers.llm.harness.synthesis.body effectful.handlers.llm.harness.synthesis.function effectful.handlers.llm.harness.synthesis.snippet effectful.handlers.llm.harness.synthesis.toolcall effectful.handlers.llm.harness.validation effectful.handlers.llm.harness.validation.hooks effectful.handlers.llm.harness.validation.mypy effectful.handlers.llm.harness.validation.pydantic effectful.handlers.llm.harness.validation.ty effectful.handlers.llm.types effectful.handlers.numpyro effectful.handlers.pyro effectful.handlers.torch effectful.internals effectful.internals.runtime effectful.internals.unification effectful.ops effectful.ops.semantics effectful.ops.syntax effectful.ops.types

MultinomialLogits() (in module effectful.handlers.numpyro) MultinomialLogitsTerm (class in effectful.handlers.numpyro) MultinomialProbs() (in module effectful.handlers.numpyro) MultinomialProbsTerm (class in effectful.handlers.numpyro) MultivariateNormal() (in module effectful.handlers.numpyro) MultivariateNormalTerm (class in effectful.handlers.numpyro) MypyTypeChecker (class in effectful.handlers.llm.harness.validation.mypy)

N

name (effectful.handlers.llm.harness.serialization.DecodedToolCall attribute) name_to_sym() (in module effectful.handlers.indexed) Naming (class in effectful.handlers.numpyro) (class in effectful.handlers.pyro) NegativeBinomialLogits() (in module effectful.handlers.numpyro) NegativeBinomialLogitsTerm (class in effectful.handlers.numpyro)

NegativeBinomialProbs() (in module effectful.handlers.numpyro) NegativeBinomialProbsTerm (class in effectful.handlers.numpyro) next_() (in module effectful.ops.syntax) NONE (effectful.handlers.llm.harness.durability.transaction.CompactionScope attribute) Normal() (in module effectful.handlers.numpyro) NormalTerm (class in effectful.handlers.numpyro) NotHandled

O

ObjectInterpretation (class in effectful.ops.syntax) op (effectful.ops.types.Term property) Operation (class in effectful.ops.types) ordinal (effectful.ops.syntax.Scoped attribute)

original_error (effectful.handlers.llm.harness.hooks.DecodingError attribute) (effectful.handlers.llm.harness.hooks.ResultDecodingError attribute) (effectful.handlers.llm.harness.hooks.ToolCallDecodingError attribute) (effectful.handlers.llm.harness.hooks.ToolCallExecutionError attribute)

P

Pareto() (in module effectful.handlers.numpyro) ParetoTerm (class in effectful.handlers.numpyro) parse() (effectful.handlers.llm.harness.execution.builtin.BuiltinExecutor method) (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor method) (in module effectful.handlers.llm.harness.execution.hooks) path (effectful.handlers.llm.harness.observability.dump.SystemPromptDumper attribute) Poisson() (in module effectful.handlers.numpyro) PoissonTerm (class in effectful.handlers.numpyro) policy (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonExecutor attribute)

pretty_operation() (in module effectful.ops.types) pretty_term() (in module effectful.ops.types) prior_snippets (effectful.handlers.llm.harness.synthesis.snippet.ReplSession property) PromptInjectingInterpretation (class in effectful.handlers.llm.harness.hooks) PromptSection (class in effectful.handlers.llm.harness.serialization) PydanticSkillArgValidator (class in effectful.handlers.llm.harness.validation.pydantic) pyro_module_shim() (in module effectful.handlers.pyro) pyro_sample() (in module effectful.handlers.pyro) PyroShim (class in effectful.handlers.pyro)

R

raw_message (effectful.handlers.llm.harness.hooks.ResultDecodingError attribute) (effectful.handlers.llm.harness.hooks.ToolCallDecodingError attribute) raw_tool_call (effectful.handlers.llm.harness.hooks.ToolCallDecodingError attribute) (effectful.handlers.llm.harness.hooks.ToolCallExecutionError attribute) register() (effectful.handlers.llm.harness.serialization.TypeToPydanticType class method) RelaxedBernoulliLogits() (in module effectful.handlers.numpyro) RelaxedBernoulliLogitsTerm (class in effectful.handlers.numpyro) repl_env() (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer class method) repl_history() (effectful.handlers.llm.harness.synthesis.snippet.StatefulReplSynthesizer class method)

ReplSession (class in effectful.handlers.llm.harness.synthesis.snippet) RestrictedPythonExecutor (class in effectful.handlers.llm.harness.execution.restricted) RestrictedPythonPolicy (class in effectful.handlers.llm.harness.execution.restricted) result_type (effectful.handlers.llm.harness.serialization.DecodedToolCall property) ResultDecodingError RichTerminalRenderer (class in effectful.handlers.llm.harness.observability.rich) rsample() (in module effectful.handlers.numpyro) run_doctests() (in module effectful.handlers.llm.harness.validation.hooks) runcode() (effectful.handlers.llm.harness.synthesis.snippet.ReplSession method)

S

sample() (in module effectful.handlers.numpyro) Scoped (class in effectful.ops.syntax) sizesof() (in module effectful.handlers.jax) (in module effectful.handlers.torch) Skill (class in effectful.handlers.llm.types) SkillBody (class in effectful.handlers.llm.harness.synthesis.body) source (effectful.handlers.llm.harness.serialization.DecodedToolCall attribute) SplicedRegion (in module effectful.handlers.llm.harness.synthesis.function) SQLitePersister (class in effectful.handlers.llm.harness.durability.persistence) stack() (in module effectful.handlers.indexed)

StatefulReplSynthesizer (class in effectful.handlers.llm.harness.synthesis.snippet) stderr (effectful.handlers.llm.harness.synthesis.snippet.ReplSession attribute) stdout (effectful.handlers.llm.harness.synthesis.snippet.ReplSession attribute) StudentT() (in module effectful.handlers.numpyro) StudentTTerm (class in effectful.handlers.numpyro) substitute() (in module effectful.internals.unification) SynthesizedFunction (class in effectful.handlers.llm.harness.synthesis.function) SynthesizedMethodSkillBody (class in effectful.handlers.llm.harness.synthesis.body) SynthesizedSkillBody (class in effectful.handlers.llm.harness.synthesis.body) SystemPromptDumper (class in effectful.handlers.llm.harness.observability.dump)

T

Template (in module effectful.handlers.llm.types) TenacityRetryer (class in effectful.handlers.llm.harness.durability.retrying) Term (class in effectful.ops.types) title (effectful.handlers.llm.harness.legibility.framework.FrameworkDocumenter attribute) (effectful.handlers.llm.harness.serialization.PromptSection attribute) to_content_blocks() (in module effectful.handlers.llm.harness.serialization) to_event() (in module effectful.handlers.numpyro) to_feedback_message() (effectful.handlers.llm.harness.hooks.DecodingError method) (effectful.handlers.llm.harness.hooks.ResultDecodingError method) (effectful.handlers.llm.harness.hooks.ToolCallDecodingError method) (effectful.handlers.llm.harness.hooks.ToolCallExecutionError method) Tool (class in effectful.handlers.llm.types) tool (effectful.handlers.llm.harness.serialization.DecodedToolCall attribute) ToolCallDecodingError

ToolCallExecutionError ToolCallID (in module effectful.handlers.llm.harness.serialization) ToolResult (in module effectful.handlers.llm.harness.hooks) torch_getitem() (in module effectful.handlers.torch) trace() (in module effectful.ops.syntax) transaction() (in module effectful.handlers.llm.harness.durability.transaction) TURN (effectful.handlers.llm.harness.durability.transaction.CompactionScope attribute) type (effectful.handlers.llm.harness.serialization.PromptSection attribute) type_check() (effectful.handlers.llm.harness.validation.mypy.MypyTypeChecker method) (effectful.handlers.llm.harness.validation.ty.TyTypeChecker method) (in module effectful.handlers.llm.harness.validation.hooks) TypeEvaluator (class in effectful.internals.unification) typeof() (in module effectful.ops.semantics) TypeToPydanticType (class in effectful.handlers.llm.harness.serialization) TyTypeChecker (class in effectful.handlers.llm.harness.validation.ty)

U

unbind_dims() (in module effectful.handlers.jax) (in module effectful.handlers.torch) Uniform() (in module effectful.handlers.numpyro)

UniformTerm (class in effectful.handlers.numpyro) unify() (in module effectful.internals.unification) union() (in module effectful.handlers.indexed)

V

value (effectful.internals.unification.Box attribute) values() (effectful.ops.types.Interpretation method) visit_AnnAssign() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_Attribute() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_AugAssign() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_Match() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_match_case() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchAs() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchClass() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchMapping() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method)

visit_MatchOr() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchSequence() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchSingleton() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchStar() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_MatchValue() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_Nonlocal() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) visit_TypeAlias() (effectful.handlers.llm.harness.execution.restricted.RestrictedPythonPolicy method) vjp() (in module effectful.handlers.torch) vmap() (in module effectful.handlers.torch) VonMises() (in module effectful.handlers.numpyro) VonMisesTerm (class in effectful.handlers.numpyro)

W

Weibull() (in module effectful.handlers.numpyro) WeibullTerm (class in effectful.handlers.numpyro)

Wishart() (in module effectful.handlers.numpyro) WishartTerm (class in effectful.handlers.numpyro)