scripts/data/collect_docs.py:22: error: All conditional function variants must have identical signatures  [misc]
scripts/data/collect_docs.py:22: note: Original:
scripts/data/collect_docs.py:22: note:     def clean_corpus_lines(lines: list[str], merge_wrapped: bool = ...) -> list[str]
scripts/data/collect_docs.py:22: note: Redefinition:
scripts/data/collect_docs.py:22: note:     def clean_corpus_lines(lines: list[str], **kwargs: Any) -> list[str]
tests/test_spiking_llm_generation_api.py:128: error: Value of type "Any | None" is not indexable  [index]
tests/test_spiking_llm_generation_api.py:129: error: Value of type "Any | None" is not indexable  [index]
tests/test_spiking_llm_generation_api.py:130: error: Value of type "Any | None" is not indexable  [index]
tests/test_spiking_llm_generation_api.py:131: error: Value of type "Any | None" is not indexable  [index]
tests/test_spiking_llm_generation_api.py:132: error: Value of type "Any | None" is not indexable  [index]
scripts/old/test_distilled_model.py:74: error: Invalid index type "int" for "dict[str, Any]"; expected type "str"  [index]
scripts/old/chat_distilled_model.py:71: error: Invalid index type "int" for "dict[str, Any]"; expected type "str"  [index]
examples/multimodal/demo_multimodal_memory.py:32: error: "SaraAgent" has no attribute "perceive_image"  [attr-defined]
examples/multimodal/demo_multimodal_memory.py:44: error: "SaraAgent" has no attribute "sleep"  [attr-defined]
examples/integrated/integrated_data_visualization_demo.py:68: error: "SpikingTransformerModel" has no attribute "_get_reservoir_spikes"  [attr-defined]
examples/edge/demo_sara_edge.py:31: error: Argument 1 to "generate" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/core/demo_snn_transformer_multipath.py:58: error: Argument 1 to "generate" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/core/demo_snn_transformer.py:48: error: Argument 1 to "generate" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/core/demo_snn_transformer.py:53: error: Argument 1 to "generate" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/core/demo_snn_moe.py:46: error: "SpikingCorticalColumns" has no attribute "router_thresholds"  [attr-defined]
examples/core/demo_snn_moe.py:69: error: "SpikingCorticalColumns" has no attribute "router_thresholds"  [attr-defined]
examples/core/demo_advanced_snn.py:213: error: No overload variant of "int" matches argument type "object"  [call-overload]
examples/core/demo_advanced_snn.py:213: note: Possible overload variants:
examples/core/demo_advanced_snn.py:213: note:     def int(str | Buffer | SupportsInt | SupportsIndex | SupportsTrunc = ..., /) -> int
examples/core/demo_advanced_snn.py:213: note:     def int(str | bytes | bytearray, /, base: SupportsIndex) -> int
examples/benchmarks/benchmark_snn_transformer.py:47: error: Argument 1 to "learn_sequence" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/benchmarks/benchmark_snn_transformer.py:57: error: Argument 1 to "generate" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/benchmarks/benchmark_snn_transformer.py:76: error: Argument 1 to "generate" of "SpikingTransformerModel" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/benchmarks/benchmark_long_context.py:48: error: Argument 1 to "get" of "dict" has incompatible type "str | int | Any"; expected "int"  [arg-type]
examples/benchmarks/benchmark_long_context.py:48: error: Invalid index type "int" for "dict[str, Any]"; expected type "str"  [index]
examples/nlp/demo_snn_text_generation.py:62: error: Unexpected keyword argument "update_backbone" for "train_step" of "SpikingCausalLM"  [call-arg]
examples/nlp/demo_snn_rag_persistent.py:85: error: Unexpected keyword argument "update_backbone" for "train_step" of "SpikingCausalLM"  [call-arg]
examples/nlp/demo_predictive_lm.py:11: error: Module "sara_engine.models.spiking_causal_lm" has no attribute "SpikingCausalLMConfig"; maybe "SpikingCausalLM"?  [attr-defined]
examples/nlp/demo_predictive_lm.py:53: error: Unexpected keyword argument "max_length" for "generate" of "SpikingCausalLM"  [call-arg]
examples/nlp/demo_predictive_lm.py:53: error: Argument 1 to "generate" of "SpikingCausalLM" has incompatible type "str"; expected "list[int]"  [arg-type]
examples/benchmarks/benchmark_multimodal_hub.py:31: error: "SpikingMultimodalHub" has no attribute "associate"  [attr-defined]
examples/benchmarks/benchmark_multimodal_hub.py:33: error: "SpikingMultimodalHub" has no attribute "associate"  [attr-defined]
examples/benchmarks/benchmark_multimodal_hub.py:43: error: "SpikingMultimodalHub" has no attribute "retrieve"  [attr-defined]
examples/benchmarks/benchmark_multimodal_hub.py:57: error: "SpikingMultimodalHub" has no attribute "retrieve"  [attr-defined]
examples/benchmarks/benchmark_memory_retention.py:12: error: Module "sara_engine.models.spiking_causal_lm" has no attribute "SpikingCausalLMConfig"; maybe "SpikingCausalLM"?  [attr-defined]
examples/benchmarks/benchmark_memory_retention.py:39: error: "SpikingCausalLM" has no attribute "learn_sequence"  [attr-defined]
examples/benchmarks/benchmark_memory_retention.py:58: error: "SpikingCausalLM" has no attribute "block"  [attr-defined]
Found 35 errors in 18 files (checked 267 source files)
