Index

_

__init__() (semantic_router.encoders.AutoEncoder method) (semantic_router.encoders.base.BaseEncoder method) (semantic_router.encoders.bedrock.BedrockEncoder method) (semantic_router.encoders.bm25.BM25Encoder method) (semantic_router.encoders.clip.CLIPEncoder method) (semantic_router.encoders.cohere.CohereEncoder method) (semantic_router.encoders.fastembed.FastEmbedEncoder method) (semantic_router.encoders.google.GoogleEncoder method) (semantic_router.encoders.huggingface.HFEndpointEncoder method) (semantic_router.encoders.huggingface.HuggingFaceEncoder method) (semantic_router.encoders.mistral.MistralEncoder method) (semantic_router.encoders.openai.OpenAIEncoder method) (semantic_router.encoders.tfidf.TfidfEncoder method) (semantic_router.encoders.vit.VitEncoder method) (semantic_router.encoders.zure.AzureOpenAIEncoder method) (semantic_router.hybrid_layer.HybridRouteLayer method) (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.pinecone.PineconeRecord method) (semantic_router.index.postgres.MetricPgVecOperatorMap method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.postgres.PostgresIndexRecord method) (semantic_router.index.qdrant.QdrantIndex method) (semantic_router.layer.LayerConfig method) (semantic_router.layer.RouteLayer method) (semantic_router.llms.base.BaseLLM method) (semantic_router.llms.cohere.CohereLLM method) (semantic_router.llms.llamacpp.LlamaCppLLM method) (semantic_router.llms.mistral.MistralAILLM method) (semantic_router.llms.ollama.OllamaLLM method) (semantic_router.llms.openai.OpenAILLM method) (semantic_router.llms.openrouter.OpenRouterLLM method) (semantic_router.llms.zure.AzureOpenAILLM method) (semantic_router.route.Route method) (semantic_router.schema.ConfigParameter method) (semantic_router.schema.EncoderInfo method) (semantic_router.schema.EncoderType method) (semantic_router.schema.Message method) (semantic_router.schema.Metric method) (semantic_router.schema.RouteChoice method) (semantic_router.schema.SyncMode method) (semantic_router.schema.Utterance method) (semantic_router.schema.UtteranceDiff method) (semantic_router.utils.defaults.EncoderDefault method) (semantic_router.utils.function_call.FunctionSchema method) (semantic_router.utils.function_call.Parameter method) (semantic_router.utils.logger.CustomFormatter method)

A

add() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) (semantic_router.layer.RouteLayer method) add_coloured_handler() (in module semantic_router.utils.logger) aget_routes() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method)

aquery() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) AutoEncoder (class in semantic_router.encoders) AzureOpenAIEncoder (class in semantic_router.encoders.zure) AzureOpenAILLM (class in semantic_router.llms.zure)

B

BaseEncoder (class in semantic_router.encoders.base) BaseIndex (class in semantic_router.index.base)

BaseLLM (class in semantic_router.llms.base) BedrockEncoder (class in semantic_router.encoders.bedrock) BM25Encoder (class in semantic_router.encoders.bm25)

C

chunk_strings() (semantic_router.encoders.bedrock.BedrockEncoder method) clean_route_name() (in module semantic_router.index.pinecone) (in module semantic_router.index.postgres) CLIPEncoder (class in semantic_router.encoders.clip) CohereEncoder (class in semantic_router.encoders.cohere) CohereLLM (class in semantic_router.llms.cohere) ConfigParameter (class in semantic_router.schema) construct() (semantic_router.encoders.base.BaseEncoder class method) (semantic_router.encoders.bedrock.BedrockEncoder class method) (semantic_router.encoders.bm25.BM25Encoder class method) (semantic_router.encoders.clip.CLIPEncoder class method) (semantic_router.encoders.cohere.CohereEncoder class method) (semantic_router.encoders.fastembed.FastEmbedEncoder class method) (semantic_router.encoders.google.GoogleEncoder class method) (semantic_router.encoders.huggingface.HFEndpointEncoder class method) (semantic_router.encoders.huggingface.HuggingFaceEncoder class method) (semantic_router.encoders.mistral.MistralEncoder class method) (semantic_router.encoders.openai.OpenAIEncoder class method) (semantic_router.encoders.tfidf.TfidfEncoder class method) (semantic_router.encoders.vit.VitEncoder class method) (semantic_router.encoders.zure.AzureOpenAIEncoder class method) (semantic_router.index.base.BaseIndex class method) (semantic_router.index.local.LocalIndex class method) (semantic_router.index.pinecone.PineconeIndex class method) (semantic_router.index.pinecone.PineconeRecord class method) (semantic_router.index.postgres.PostgresIndex class method) (semantic_router.index.qdrant.QdrantIndex class method) (semantic_router.llms.base.BaseLLM class method) (semantic_router.llms.cohere.CohereLLM class method) (semantic_router.llms.llamacpp.LlamaCppLLM class method) (semantic_router.llms.mistral.MistralAILLM class method) (semantic_router.llms.ollama.OllamaLLM class method) (semantic_router.llms.openai.OpenAILLM class method) (semantic_router.llms.openrouter.OpenRouterLLM class method) (semantic_router.llms.zure.AzureOpenAILLM class method) (semantic_router.route.Route class method) (semantic_router.schema.ConfigParameter class method) (semantic_router.schema.EncoderInfo class method) (semantic_router.schema.Message class method) (semantic_router.schema.RouteChoice class method) (semantic_router.schema.Utterance class method) (semantic_router.schema.UtteranceDiff class method) (semantic_router.utils.function_call.Parameter class method)

convert_python_type_to_json_type() (in module semantic_router.utils.function_call) converter() (semantic_router.utils.logger.CustomFormatter method) copy() (semantic_router.encoders.base.BaseEncoder method) (semantic_router.encoders.bedrock.BedrockEncoder method) (semantic_router.encoders.bm25.BM25Encoder method) (semantic_router.encoders.clip.CLIPEncoder method) (semantic_router.encoders.cohere.CohereEncoder method) (semantic_router.encoders.fastembed.FastEmbedEncoder method) (semantic_router.encoders.google.GoogleEncoder method) (semantic_router.encoders.huggingface.HFEndpointEncoder method) (semantic_router.encoders.huggingface.HuggingFaceEncoder method) (semantic_router.encoders.mistral.MistralEncoder method) (semantic_router.encoders.openai.OpenAIEncoder method) (semantic_router.encoders.tfidf.TfidfEncoder method) (semantic_router.encoders.vit.VitEncoder method) (semantic_router.encoders.zure.AzureOpenAIEncoder method) (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.pinecone.PineconeRecord method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.postgres.PostgresIndexRecord method) (semantic_router.index.qdrant.QdrantIndex method) (semantic_router.llms.base.BaseLLM method) (semantic_router.llms.cohere.CohereLLM method) (semantic_router.llms.llamacpp.LlamaCppLLM method) (semantic_router.llms.mistral.MistralAILLM method) (semantic_router.llms.ollama.OllamaLLM method) (semantic_router.llms.openai.OpenAILLM method) (semantic_router.llms.openrouter.OpenRouterLLM method) (semantic_router.llms.zure.AzureOpenAILLM method) (semantic_router.route.Route method) (semantic_router.schema.ConfigParameter method) (semantic_router.schema.EncoderInfo method) (semantic_router.schema.Message method) (semantic_router.schema.RouteChoice method) (semantic_router.schema.Utterance method) (semantic_router.schema.UtteranceDiff method) (semantic_router.utils.function_call.Parameter method) CustomFormatter (class in semantic_router.utils.logger)

D

delete() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) (semantic_router.layer.RouteLayer method) delete_all() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) delete_index() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) describe() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) dict() (semantic_router.encoders.base.BaseEncoder method) (semantic_router.encoders.bedrock.BedrockEncoder method) (semantic_router.encoders.bm25.BM25Encoder method) (semantic_router.encoders.clip.CLIPEncoder method) (semantic_router.encoders.cohere.CohereEncoder method) (semantic_router.encoders.fastembed.FastEmbedEncoder method) (semantic_router.encoders.google.GoogleEncoder method) (semantic_router.encoders.huggingface.HFEndpointEncoder method) (semantic_router.encoders.huggingface.HuggingFaceEncoder method) (semantic_router.encoders.mistral.MistralEncoder method) (semantic_router.encoders.openai.OpenAIEncoder method) (semantic_router.encoders.tfidf.TfidfEncoder method) (semantic_router.encoders.vit.VitEncoder method) (semantic_router.encoders.zure.AzureOpenAIEncoder method) (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.pinecone.PineconeRecord method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) (semantic_router.llms.base.BaseLLM method) (semantic_router.llms.cohere.CohereLLM method) (semantic_router.llms.llamacpp.LlamaCppLLM method) (semantic_router.llms.mistral.MistralAILLM method) (semantic_router.llms.ollama.OllamaLLM method) (semantic_router.llms.openai.OpenAILLM method) (semantic_router.llms.openrouter.OpenRouterLLM method) (semantic_router.llms.zure.AzureOpenAILLM method) (semantic_router.route.Route method) (semantic_router.schema.ConfigParameter method) (semantic_router.schema.EncoderInfo method) (semantic_router.schema.Message method) (semantic_router.schema.RouteChoice method) (semantic_router.schema.Utterance method) (semantic_router.schema.UtteranceDiff method) (semantic_router.utils.function_call.Parameter method)

E

EncoderDefault (class in semantic_router.utils.defaults) EncoderInfo (class in semantic_router.schema)

EncoderType (class in semantic_router.schema) evaluate() (semantic_router.layer.RouteLayer method)

F

FastEmbedEncoder (class in semantic_router.encoders.fastembed) format() (semantic_router.utils.logger.CustomFormatter method) formatException() (semantic_router.utils.logger.CustomFormatter method) formatMessage() (semantic_router.utils.logger.CustomFormatter method) formatStack() (semantic_router.utils.logger.CustomFormatter method)

formatTime() (semantic_router.utils.logger.CustomFormatter method) from_dynamic_route() (semantic_router.route.Route class method) from_index() (semantic_router.layer.LayerConfig class method) from_tuple() (semantic_router.schema.Utterance class method) from_tuples() (semantic_router.layer.LayerConfig class method) FunctionSchema (class in semantic_router.utils.function_call)

G

get_env_variable() (semantic_router.encoders.bedrock.BedrockEncoder static method) get_routes() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) get_schema() (in module semantic_router.utils.function_call) get_schema_list() (in module semantic_router.utils.function_call) get_schemas_openai() (in module semantic_router.llms.openai)

get_sync_strategy() (semantic_router.schema.UtteranceDiff method) get_tag() (semantic_router.schema.UtteranceDiff method) get_utterance_diff() (semantic_router.layer.RouteLayer method) get_utterances() (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) GoogleEncoder (class in semantic_router.encoders.google)

H

HFEndpointEncoder (class in semantic_router.encoders.huggingface)

HuggingFaceEncoder (class in semantic_router.encoders.huggingface) HybridRouteLayer (class in semantic_router.hybrid_layer)

I

is_synced() (semantic_router.layer.RouteLayer method)

is_valid() (in module semantic_router.layer) (in module semantic_router.route)

J

json() (semantic_router.encoders.base.BaseEncoder method) (semantic_router.encoders.bedrock.BedrockEncoder method) (semantic_router.encoders.bm25.BM25Encoder method) (semantic_router.encoders.clip.CLIPEncoder method) (semantic_router.encoders.cohere.CohereEncoder method) (semantic_router.encoders.fastembed.FastEmbedEncoder method) (semantic_router.encoders.google.GoogleEncoder method) (semantic_router.encoders.huggingface.HFEndpointEncoder method) (semantic_router.encoders.huggingface.HuggingFaceEncoder method) (semantic_router.encoders.mistral.MistralEncoder method) (semantic_router.encoders.openai.OpenAIEncoder method) (semantic_router.encoders.tfidf.TfidfEncoder method) (semantic_router.encoders.vit.VitEncoder method) (semantic_router.encoders.zure.AzureOpenAIEncoder method) (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.pinecone.PineconeRecord method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method) (semantic_router.llms.base.BaseLLM method) (semantic_router.llms.cohere.CohereLLM method) (semantic_router.llms.llamacpp.LlamaCppLLM method) (semantic_router.llms.mistral.MistralAILLM method) (semantic_router.llms.ollama.OllamaLLM method) (semantic_router.llms.openai.OpenAILLM method) (semantic_router.llms.openrouter.OpenRouterLLM method) (semantic_router.llms.zure.AzureOpenAILLM method) (semantic_router.route.Route method) (semantic_router.schema.ConfigParameter method) (semantic_router.schema.EncoderInfo method) (semantic_router.schema.Message method) (semantic_router.schema.RouteChoice method) (semantic_router.schema.Utterance method) (semantic_router.schema.UtteranceDiff method) (semantic_router.utils.function_call.Parameter method)

L

LayerConfig (class in semantic_router.layer) LlamaCppLLM (class in semantic_router.llms.llamacpp)

llm() (in module semantic_router.utils.llm) LocalIndex (class in semantic_router.index.local)

M

Message (class in semantic_router.schema) Metric (class in semantic_router.schema) MetricPgVecOperatorMap (class in semantic_router.index.postgres) MistralAILLM (class in semantic_router.llms.mistral) MistralEncoder (class in semantic_router.encoders.mistral) model_computed_fields (semantic_router.index.postgres.PostgresIndexRecord attribute) model_config (semantic_router.index.postgres.PostgresIndexRecord attribute) model_construct() (semantic_router.index.postgres.PostgresIndexRecord class method) model_copy() (semantic_router.index.postgres.PostgresIndexRecord method) model_dump() (semantic_router.index.postgres.PostgresIndexRecord method) model_dump_json() (semantic_router.index.postgres.PostgresIndexRecord method) model_extra (semantic_router.index.postgres.PostgresIndexRecord property) model_fields (semantic_router.index.postgres.PostgresIndexRecord attribute) model_fields_set (semantic_router.index.postgres.PostgresIndexRecord property) model_json_schema() (semantic_router.index.postgres.PostgresIndexRecord class method) model_parametrized_name() (semantic_router.index.postgres.PostgresIndexRecord class method) model_post_init() (semantic_router.index.postgres.PostgresIndexRecord method) model_rebuild() (semantic_router.index.postgres.PostgresIndexRecord class method) model_validate() (semantic_router.index.postgres.PostgresIndexRecord class method) model_validate_json() (semantic_router.index.postgres.PostgresIndexRecord class method) model_validate_strings() (semantic_router.index.postgres.PostgresIndexRecord class method) module semantic_router semantic_router.encoders semantic_router.encoders.base semantic_router.encoders.bedrock semantic_router.encoders.bm25 semantic_router.encoders.clip semantic_router.encoders.cohere semantic_router.encoders.fastembed semantic_router.encoders.google semantic_router.encoders.huggingface semantic_router.encoders.mistral semantic_router.encoders.openai semantic_router.encoders.tfidf semantic_router.encoders.vit semantic_router.encoders.zure semantic_router.hybrid_layer semantic_router.index semantic_router.index.base semantic_router.index.local semantic_router.index.pinecone semantic_router.index.postgres semantic_router.index.qdrant semantic_router.layer semantic_router.linear semantic_router.llms semantic_router.llms.base semantic_router.llms.cohere semantic_router.llms.llamacpp semantic_router.llms.mistral semantic_router.llms.ollama semantic_router.llms.openai semantic_router.llms.openrouter semantic_router.llms.zure semantic_router.route semantic_router.schema semantic_router.utils semantic_router.utils.defaults semantic_router.utils.function_call semantic_router.utils.llm semantic_router.utils.logger

O

OllamaLLM (class in semantic_router.llms.ollama) OpenAIEncoder (class in semantic_router.encoders.openai)

OpenAILLM (class in semantic_router.llms.openai) OpenRouterLLM (class in semantic_router.llms.openrouter)

P

Parameter (class in semantic_router.utils.function_call) parse_route_info() (in module semantic_router.index.base) parse_vector() (in module semantic_router.index.postgres) PineconeIndex (class in semantic_router.index.pinecone)

PineconeRecord (class in semantic_router.index.pinecone) PostgresIndex (class in semantic_router.index.postgres) PostgresIndex.Config (class in semantic_router.index.postgres) PostgresIndexRecord (class in semantic_router.index.postgres)

Q

QdrantIndex (class in semantic_router.index.qdrant) query() (semantic_router.encoders.huggingface.HFEndpointEncoder method) (semantic_router.index.base.BaseIndex method) (semantic_router.index.local.LocalIndex method) (semantic_router.index.pinecone.PineconeIndex method) (semantic_router.index.postgres.PostgresIndex method) (semantic_router.index.qdrant.QdrantIndex method)

R

Route (class in semantic_router.route) route_and_execute() (in module semantic_router.utils.function_call)

RouteChoice (class in semantic_router.schema) RouteLayer (class in semantic_router.layer)

S

semantic_router module semantic_router.encoders module semantic_router.encoders.base module semantic_router.encoders.bedrock module semantic_router.encoders.bm25 module semantic_router.encoders.clip module semantic_router.encoders.cohere module semantic_router.encoders.fastembed module semantic_router.encoders.google module semantic_router.encoders.huggingface module semantic_router.encoders.mistral module semantic_router.encoders.openai module semantic_router.encoders.tfidf module semantic_router.encoders.vit module semantic_router.encoders.zure module semantic_router.hybrid_layer module semantic_router.index module semantic_router.index.base module semantic_router.index.local module semantic_router.index.pinecone module semantic_router.index.postgres module

semantic_router.index.qdrant module semantic_router.layer module semantic_router.linear module semantic_router.llms module semantic_router.llms.base module semantic_router.llms.cohere module semantic_router.llms.llamacpp module semantic_router.llms.mistral module semantic_router.llms.ollama module semantic_router.llms.openai module semantic_router.llms.openrouter module semantic_router.llms.zure module semantic_router.route module semantic_router.schema module semantic_router.utils module semantic_router.utils.defaults module semantic_router.utils.function_call module semantic_router.utils.llm module semantic_router.utils.logger module setup_custom_logger() (in module semantic_router.utils.logger) setup_index() (semantic_router.index.postgres.PostgresIndex method) similarity_matrix() (in module semantic_router.linear) sync() (semantic_router.layer.RouteLayer method) SyncMode (class in semantic_router.schema)

T

TfidfEncoder (class in semantic_router.encoders.tfidf) threshold_random_search() (in module semantic_router.layer) to_dict() (semantic_router.index.postgres.PostgresIndexRecord method) to_file() (semantic_router.layer.LayerConfig method)

to_tuple() (semantic_router.schema.Utterance method) to_utterance_str() (semantic_router.schema.UtteranceDiff method) to_utterances() (semantic_router.layer.LayerConfig method) top_scores() (in module semantic_router.linear)

U

update() (semantic_router.layer.RouteLayer method) update_forward_refs() (semantic_router.encoders.base.BaseEncoder class method) (semantic_router.encoders.bedrock.BedrockEncoder class method) (semantic_router.encoders.bm25.BM25Encoder class method) (semantic_router.encoders.clip.CLIPEncoder class method) (semantic_router.encoders.cohere.CohereEncoder class method) (semantic_router.encoders.fastembed.FastEmbedEncoder class method) (semantic_router.encoders.google.GoogleEncoder class method) (semantic_router.encoders.huggingface.HFEndpointEncoder class method) (semantic_router.encoders.huggingface.HuggingFaceEncoder class method) (semantic_router.encoders.mistral.MistralEncoder class method) (semantic_router.encoders.openai.OpenAIEncoder class method) (semantic_router.encoders.tfidf.TfidfEncoder class method) (semantic_router.encoders.vit.VitEncoder class method) (semantic_router.encoders.zure.AzureOpenAIEncoder class method) (semantic_router.index.base.BaseIndex class method) (semantic_router.index.local.LocalIndex class method) (semantic_router.index.pinecone.PineconeIndex class method) (semantic_router.index.pinecone.PineconeRecord class method) (semantic_router.index.postgres.PostgresIndex class method) (semantic_router.index.qdrant.QdrantIndex class method) (semantic_router.llms.base.BaseLLM class method) (semantic_router.llms.cohere.CohereLLM class method) (semantic_router.llms.llamacpp.LlamaCppLLM class method) (semantic_router.llms.mistral.MistralAILLM class method) (semantic_router.llms.ollama.OllamaLLM class method) (semantic_router.llms.openai.OpenAILLM class method) (semantic_router.llms.openrouter.OpenRouterLLM class method) (semantic_router.llms.zure.AzureOpenAILLM class method) (semantic_router.route.Route class method) (semantic_router.schema.ConfigParameter class method) (semantic_router.schema.EncoderInfo class method) (semantic_router.schema.Message class method) (semantic_router.schema.RouteChoice class method) (semantic_router.schema.Utterance class method) (semantic_router.schema.UtteranceDiff class method) (semantic_router.utils.function_call.Parameter class method)

usesTime() (semantic_router.utils.logger.CustomFormatter method) Utterance (class in semantic_router.schema) UtteranceDiff (class in semantic_router.schema)

V

VitEncoder (class in semantic_router.encoders.vit)