diff --git a/litellm/caching/caching.py b/litellm/caching/caching.py
index cefe6aae9ed..685afcb6349 100644
--- a/litellm/caching/caching.py
+++ b/litellm/caching/caching.py
@@ -99,6 +99,7 @@ class Cache:
qdrant_semantic_cache_vector_size: int | None = None,
semantic_cache_embedding_max_input_tokens: int | None = None,
semantic_cache_embedding_timeout: float | None = None,
+ semantic_cache_scope: str = SemanticCacheScope.KEY.value,
# GCP IAM authentication parameters
gcp_service_account: str | None = None,
gcp_ssl_ca_certs: str | None = None,
@@ -126,6 +127,7 @@ class Cache:
similarity_threshold (float, optional): The similarity threshold for semantic-caching, Required if type is "redis-semantic" or "qdrant-semantic".
semantic_cache_embedding_max_input_tokens (int, optional): Truncate prompts to this many tokens before embedding them for semantic caching. Defaults to the embedding deployment's configured max_input_tokens.
semantic_cache_embedding_timeout (float, optional): Seconds a semantic-cache lookup may spend embedding the prompt before it gives up and lets the request continue to the LLM. Defaults to SEMANTIC_CACHE_EMBEDDING_TIMEOUT_SECONDS.
+ semantic_cache_scope (str, optional): "key" isolates semantic-cache buckets per key/team/org. "end_user" additionally isolates per end user (falls back to the key scope when the request carries no end-user id). Defaults to "key".
# Disk Cache Args
disk_cache_dir (str, optional): The directory for the disk cache. Defaults to None.
@@ -273,6 +275,7 @@ class Cache:
self.redis_flush_size = redis_flush_size
self.ttl = ttl
self.mode: CacheMode = mode or CacheMode.default_on
+ self.semantic_cache_scope: str = SemanticCacheScope(semantic_cache_scope).value
if self.type == LiteLLMCacheType.LOCAL and default_in_memory_ttl is not None:
self.ttl = default_in_memory_ttl
@@ -300,6 +303,7 @@ class Cache:
"user_api_key_team_id",
"user_api_key_org_id",
)
+ _SEMANTIC_CACHE_END_USER_SCOPE_FIELD: Final = "user_api_key_end_user_id"
def _is_semantic_cache(self) -> bool:
return self.type in (
@@ -308,19 +312,21 @@ class Cache:
LiteLLMCacheType.VALKEY_SEMANTIC,
)
- def _get_semantic_cache_tenant_scope(self, kwargs: dict) -> str:
- metadata: Final[dict] = kwargs.get("metadata") or {}
- litellm_params: Final[dict] = kwargs.get("litellm_params") or {}
- metadata_in_litellm_params: Final[dict] = litellm_params.get("metadata") or {}
+ def _semantic_cache_scope_fields(self) -> tuple[str, ...]:
+ if self.semantic_cache_scope == SemanticCacheScope.END_USER:
+ return (*self._SEMANTIC_CACHE_TENANT_SCOPE_FIELDS, self._SEMANTIC_CACHE_END_USER_SCOPE_FIELD)
+ return self._SEMANTIC_CACHE_TENANT_SCOPE_FIELDS
- scope = ""
- for field in self._SEMANTIC_CACHE_TENANT_SCOPE_FIELDS:
- value = metadata.get(field)
- if value is None:
- value = metadata_in_litellm_params.get(field)
- if value is not None:
- scope += f"{field}: {value}"
- return scope
+ def _get_semantic_cache_tenant_scope(self, kwargs: dict) -> str:
+ litellm_params: Final[dict] = kwargs.get("litellm_params") or {}
+ metadata_sources: Final[tuple[dict, ...]] = tuple(
+ source.get(key) or {} for source in (kwargs, litellm_params) for key in ("metadata", "litellm_metadata")
+ )
+ scope_values: Final = (
+ (field, next((source[field] for source in metadata_sources if source.get(field) is not None), None))
+ for field in self._semantic_cache_scope_fields()
+ )
+ return "".join(f"{field}: {value}" for field, value in scope_values if value is not None)
def get_cache_key(self, **kwargs) -> str:
"""
diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html
index 72dc4764ce4..c793164d077 100644
--- a/litellm/proxy/_experimental/out/404.html
+++ b/litellm/proxy/_experimental/out/404.html
@@ -1 +1 @@
-404: This page could not be found.LiteLLM Dashboard
404
This page could not be found.
\ No newline at end of file
+404: This page could not be found.LiteLLM Dashboard
404
This page could not be found.
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/404/index.html b/litellm/proxy/_experimental/out/404/index.html
index 72dc4764ce4..c793164d077 100644
--- a/litellm/proxy/_experimental/out/404/index.html
+++ b/litellm/proxy/_experimental/out/404/index.html
@@ -1 +1 @@
-404: This page could not be found.LiteLLM Dashboard
404
This page could not be found.
\ No newline at end of file
+404: This page could not be found.LiteLLM Dashboard
404
This page could not be found.
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.__PAGE__.txt b/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.__PAGE__.txt
index 6d9004683c3..26a68164442 100644
--- a/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.__PAGE__.txt
+++ b/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.__PAGE__.txt
@@ -1,9 +1,9 @@
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7:"$Sreact.suspense"
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diff --git a/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.txt b/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.txt
index e4a91130467..8e6f2a6537b 100644
--- a/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.txt
+++ b/litellm/proxy/_experimental/out/__next.!KGRhc2hib2FyZCk.txt
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2_e0pm0jc-yil.js b/litellm/proxy/_experimental/out/_next/static/chunks/0n9t243h7shbe.js
similarity index 92%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2_e0pm0jc-yil.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/0n9t243h7shbe.js
index 45428a7fa72..630edec144c 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3ptzupbbzlu4r.js b/litellm/proxy/_experimental/out/_next/static/chunks/0xqvbk9cdsv09.js
similarity index 79%
rename from litellm/proxy/_experimental/out/_next/static/chunks/3ptzupbbzlu4r.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/0xqvbk9cdsv09.js
index 47e9a6bac28..6c30500aaec 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3ptzupbbzlu4r.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/0xqvbk9cdsv09.js
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ef=((t={}).A2A_Agent="A2A Agent",t.AI21="Ai21",t.AI21_CHAT="Ai21 Chat",t.AIML="AI/ML API",t.AIOHTTP_OPENAI="Aiohttp Openai",t.Anthropic="Anthropic",t.ANTHROPIC_TEXT="Anthropic Text",t.AssemblyAI="AssemblyAI",t.AUTO_ROUTER="Auto Router",t.Bedrock="Amazon Bedrock",t.BedrockMantle="Amazon Bedrock Mantle",t.SageMaker="AWS SageMaker",t.Azure="Azure",t.Azure_AI_Studio="Azure AI Foundry (Studio)",t.AZURE_TEXT="Azure Text",t.BASETEN="Baseten",t.BYTEZ="Bytez",t.Cerebras="Cerebras",t.CLARIFAI="Clarifai",t.CLOUDFLARE="Cloudflare",t.CODESTRAL="Codestral",t.Cognition="Cognition",t.Cohere="Cohere",t.COHERE_CHAT="Cohere Chat",t.COMETAPI="Cometapi",t.COMPACTIFAI="Compactifai",t.Cursor="Cursor",t.Dashscope="Dashscope",t.Databricks="Databricks (Qwen API)",t.DATAROBOT="Datarobot",t.DeepInfra="DeepInfra",t.Deepgram="Deepgram",t.Deepseek="Deepseek",t.DOCKER_MODEL_RUNNER="Docker Model Runner",t.DOTPROMPT="Dotprompt",t.ElevenLabs="ElevenLabs",t.EMPOWER="Empower",t.FalAI="Fal AI",t.FEATHERLESS_AI="Featherless 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e.heuristic_first_max_tier&&""!==e.heuristic_first_max_tier.trim()?e.heuristic_first_max_tier:void 0,tier_boundaries:(0,eU.hydrateTierBoundaries)(e.tier_boundaries),token_thresholds:(0,eU.hydrateTokenThresholds)(e.token_thresholds),dimension_weights:(0,eU.hydrateDimensionWeights)(e.dimension_weights),reasoning_override_min_score:(0,eU.hydrateReasoningOverrideMinScore)(e.reasoning_override_min_score),session_affinity:"boolean"==typeof e.session_affinity?e.session_affinity:eV.DEFAULT_SESSION_AFFINITY,deployment_affinity:"boolean"==typeof e.deployment_affinity?e.deployment_affinity:eV.DEFAULT_DEPLOYMENT_AFFINITY,adaptive:e.adaptive||!1,adaptive_weights:e.adaptive_weights,tier_distance_penalty:e.tier_distance_penalty,adaptive_eligible:e.adaptive_eligible||"all",return_raw_model_name:e.return_raw_model_name||!1});I(o),y(Array.isArray(i.custom_technical_keywords)?i.custom_technical_keywords:[]),C((0,eq.hydrateKeywordTierRules)(i.keyword_tier_rules)),S(Array.isArray(i.escalation_keywords)?i.escalation_keywords.filter(e=>"string"==typeof e):[]),M(!0===i.semantic_keyword_matching),A("string"==typeof i.embedding_model?i.embedding_model:void 0),D("number"==typeof i.match_threshold?i.match_threshold:eH.DEFAULT_MATCH_THRESHOLD),z.reset({...eZ,auto_router_name:r.model_name,model_access_group:r.model_info?.access_groups||[]});return}let l=null;r.litellm_params?.auto_router_config&&(l="string"==typeof r.litellm_params.auto_router_config?JSON.parse(r.litellm_params.auto_router_config):r.litellm_params.auto_router_config),b(l),z.reset({auto_router_name:r.model_name,auto_router_default_model:r.litellm_params?.auto_router_default_model||"",auto_router_embedding_model:r.litellm_params?.auto_router_embedding_model||"",model_access_group:r.model_info?.access_groups||[]})}catch(e){console.error("Error parsing auto router config:",e),eg.toast.fromError("Error loading auto router configuration")}},H=async e=>{if(P){let{tiers:l,custom_tier_set:s,classifier_llm_config:o}=L,n=(0,eO.activeTierRows)(L),d=Object.values(l).every(e=>0===e.length),c=s?(0,eO.getCustomTierRowsError)(s)??(0,eB.getMissingTiersError)(n):d&&"Please select at least one model for a complexity tier";if(c){x(!0),eg.toast.fromError(c);return}let u=(0,eB.getClassifierModelError)(L);if(u){x(!0),eg.toast.fromError(u);return}let m=(0,eB.getKeywordTierRulesError)(N,n);if(m){x(!0),eg.toast.fromError(m);return}let 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1_2vrjj-7-crg.js b/litellm/proxy/_experimental/out/_next/static/chunks/1vm_kslvjrdd7.js
similarity index 84%
rename from litellm/proxy/_experimental/out/_next/static/chunks/1_2vrjj-7-crg.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/1vm_kslvjrdd7.js
index 70dc9771aba..e8f1278d46a 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1_2vrjj-7-crg.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/1vm_kslvjrdd7.js
@@ -1,11 +1,11 @@
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@@ -35,7 +42,7 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2lpmjdx2jlx34.js b/litellm/proxy/_experimental/out/_next/static/chunks/3i7impmzjcclq.js
similarity index 94%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2lpmjdx2jlx34.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/3i7impmzjcclq.js
index 60d7f73eddc..2bfe70a978b 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2lpmjdx2jlx34.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/3i7impmzjcclq.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1l61r88q65pjd.js b/litellm/proxy/_experimental/out/_next/static/chunks/3j_zmpqkg9zgi.js
similarity index 94%
rename from litellm/proxy/_experimental/out/_next/static/chunks/1l61r88q65pjd.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/3j_zmpqkg9zgi.js
index 1093bd59350..dafd37a6332 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1l61r88q65pjd.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/3j_zmpqkg9zgi.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3kest3gurc9op.js b/litellm/proxy/_experimental/out/_next/static/chunks/3u40q3skzkjt8.js
similarity index 79%
rename from litellm/proxy/_experimental/out/_next/static/chunks/3kest3gurc9op.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/3u40q3skzkjt8.js
index 4bc11f3f720..6e5b26abdd9 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3kest3gurc9op.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/3u40q3skzkjt8.js
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index 7bf054d70b0..00000000000
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index a44b9f27b4b..3c339284504 100644
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diff --git a/litellm/proxy/_experimental/out/logging-and-alerts/__next.!KGRhc2hib2FyZCk.logging-and-alerts.txt b/litellm/proxy/_experimental/out/logging-and-alerts/__next.!KGRhc2hib2FyZCk.logging-and-alerts.txt
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index 93322a38b81..aa968408de7 100644
--- a/litellm/proxy/_experimental/out/login/__next.login.__PAGE__.txt
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diff --git a/litellm/proxy/_experimental/out/policies/index.html b/litellm/proxy/_experimental/out/policies/index.html
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🚅 LiteLLM
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\ No newline at end of file
+LiteLLM Dashboard
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diff --git a/litellm/proxy/_experimental/out/policies/index.txt b/litellm/proxy/_experimental/out/policies/index.txt
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index 3e27c09cab7..481d1f081ec 100644
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+++ b/litellm/proxy/_experimental/out/prompts/__next.!KGRhc2hib2FyZCk.prompts.txt
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diff --git a/litellm/proxy/_experimental/out/prompts/__next.!KGRhc2hib2FyZCk.txt b/litellm/proxy/_experimental/out/prompts/__next.!KGRhc2hib2FyZCk.txt
index e4a91130467..8e6f2a6537b 100644
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diff --git a/litellm/proxy/_experimental/out/teams/index.txt b/litellm/proxy/_experimental/out/teams/index.txt
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