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pplx - fix supports tool choice openai param (#8496)

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Ishaan Jaff 2025-02-12 17:21:16 -08:00 • committed by GitHub
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4 changed files with 63 additions and 81 deletions
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20
litellm/llms/perplexity/chat/transformation.py
View file

@ -20,3 +20,23 @@ class PerplexityChatConfig(OpenAIGPTConfig):
or get_secret_str("PERPLEXITY_API_KEY") or get_secret_str("PERPLEXITY_API_KEY")
) )
return api_base, dynamic_api_key return api_base, dynamic_api_key
def get_supported_openai_params(self, model: str) -> list:
"""
Perplexity supports a subset of OpenAI params
Ref: https://docs.perplexity.ai/api-reference/chat-completions
Eg. Perplexity does not support tools, tool_choice, function_call, functions, etc.
"""
return [
"frequency_penalty",
"max_tokens",
"max_completion_tokens",
"presence_penalty",
"response_format",
"stream",
"temperature",
"top_p" "max_retries",
"extra_headers",
]

60
litellm/model_prices_and_context_window_backup.json
View file

@ -8108,8 +8108,7 @@
"input_cost_per_token": 0.00000035, "input_cost_per_token": 0.00000035,
"output_cost_per_token": 0.00000140, "output_cost_per_token": 0.00000140,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/codellama-70b-instruct": { "perplexity/codellama-70b-instruct": {
"max_tokens": 16384, "max_tokens": 16384,
@ -8118,8 +8117,7 @@
"input_cost_per_token": 0.00000070, "input_cost_per_token": 0.00000070,
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-70b-instruct": { "perplexity/llama-3.1-70b-instruct": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8128,8 +8126,7 @@
"input_cost_per_token": 0.000001, "input_cost_per_token": 0.000001,
"output_cost_per_token": 0.000001, "output_cost_per_token": 0.000001,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-8b-instruct": { "perplexity/llama-3.1-8b-instruct": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8138,8 +8135,7 @@
"input_cost_per_token": 0.0000002, "input_cost_per_token": 0.0000002,
"output_cost_per_token": 0.0000002, "output_cost_per_token": 0.0000002,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-huge-128k-online": { "perplexity/llama-3.1-sonar-huge-128k-online": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8149,8 +8145,7 @@
"output_cost_per_token": 0.000005, "output_cost_per_token": 0.000005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-large-128k-online": { "perplexity/llama-3.1-sonar-large-128k-online": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8160,8 +8155,7 @@
"output_cost_per_token": 0.000001, "output_cost_per_token": 0.000001,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-large-128k-chat": { "perplexity/llama-3.1-sonar-large-128k-chat": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8171,8 +8165,7 @@
"output_cost_per_token": 0.000001, "output_cost_per_token": 0.000001,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-small-128k-chat": { "perplexity/llama-3.1-sonar-small-128k-chat": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8182,8 +8175,7 @@
"output_cost_per_token": 0.0000002, "output_cost_per_token": 0.0000002,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-small-128k-online": { "perplexity/llama-3.1-sonar-small-128k-online": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8193,8 +8185,7 @@
"output_cost_per_token": 0.0000002, "output_cost_per_token": 0.0000002,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat" ,
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/sonar": { "perplexity/sonar": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8221,8 +8212,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/pplx-70b-chat": { "perplexity/pplx-70b-chat": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8231,8 +8221,7 @@
"input_cost_per_token": 0.00000070, "input_cost_per_token": 0.00000070,
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/pplx-7b-online": { "perplexity/pplx-7b-online": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8242,8 +8231,7 @@
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/pplx-70b-online": { "perplexity/pplx-70b-online": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8253,8 +8241,7 @@
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-2-70b-chat": { "perplexity/llama-2-70b-chat": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8263,8 +8250,7 @@
"input_cost_per_token": 0.00000070, "input_cost_per_token": 0.00000070,
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/mistral-7b-instruct": { "perplexity/mistral-7b-instruct": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8273,8 +8259,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/mixtral-8x7b-instruct": { "perplexity/mixtral-8x7b-instruct": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8283,8 +8268,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-small-chat": { "perplexity/sonar-small-chat": {
"max_tokens": 16384, "max_tokens": 16384,
@ -8293,8 +8277,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-small-online": { "perplexity/sonar-small-online": {
"max_tokens": 12000, "max_tokens": 12000,
@ -8304,8 +8287,7 @@
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-medium-chat": { "perplexity/sonar-medium-chat": {
"max_tokens": 16384, "max_tokens": 16384,
@ -8314,8 +8296,7 @@
"input_cost_per_token": 0.0000006, "input_cost_per_token": 0.0000006,
"output_cost_per_token": 0.0000018, "output_cost_per_token": 0.0000018,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-medium-online": { "perplexity/sonar-medium-online": {
"max_tokens": 12000, "max_tokens": 12000,
@ -8325,8 +8306,7 @@
"output_cost_per_token": 0.0000018, "output_cost_per_token": 0.0000018,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"fireworks_ai/accounts/fireworks/models/llama-v3p2-1b-instruct": { "fireworks_ai/accounts/fireworks/models/llama-v3p2-1b-instruct": {
"max_tokens": 16384, "max_tokens": 16384,

60
model_prices_and_context_window.json
View file

@ -8108,8 +8108,7 @@
"input_cost_per_token": 0.00000035, "input_cost_per_token": 0.00000035,
"output_cost_per_token": 0.00000140, "output_cost_per_token": 0.00000140,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/codellama-70b-instruct": { "perplexity/codellama-70b-instruct": {
"max_tokens": 16384, "max_tokens": 16384,
@ -8118,8 +8117,7 @@
"input_cost_per_token": 0.00000070, "input_cost_per_token": 0.00000070,
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-70b-instruct": { "perplexity/llama-3.1-70b-instruct": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8128,8 +8126,7 @@
"input_cost_per_token": 0.000001, "input_cost_per_token": 0.000001,
"output_cost_per_token": 0.000001, "output_cost_per_token": 0.000001,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-8b-instruct": { "perplexity/llama-3.1-8b-instruct": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8138,8 +8135,7 @@
"input_cost_per_token": 0.0000002, "input_cost_per_token": 0.0000002,
"output_cost_per_token": 0.0000002, "output_cost_per_token": 0.0000002,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-huge-128k-online": { "perplexity/llama-3.1-sonar-huge-128k-online": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8149,8 +8145,7 @@
"output_cost_per_token": 0.000005, "output_cost_per_token": 0.000005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-large-128k-online": { "perplexity/llama-3.1-sonar-large-128k-online": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8160,8 +8155,7 @@
"output_cost_per_token": 0.000001, "output_cost_per_token": 0.000001,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-large-128k-chat": { "perplexity/llama-3.1-sonar-large-128k-chat": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8171,8 +8165,7 @@
"output_cost_per_token": 0.000001, "output_cost_per_token": 0.000001,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-small-128k-chat": { "perplexity/llama-3.1-sonar-small-128k-chat": {
"max_tokens": 131072, "max_tokens": 131072,
@ -8182,8 +8175,7 @@
"output_cost_per_token": 0.0000002, "output_cost_per_token": 0.0000002,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat",
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/llama-3.1-sonar-small-128k-online": { "perplexity/llama-3.1-sonar-small-128k-online": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8193,8 +8185,7 @@
"output_cost_per_token": 0.0000002, "output_cost_per_token": 0.0000002,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat" ,
"deprecation_date": "2025-02-22", "deprecation_date": "2025-02-22"
"supports_tool_choice": true
}, },
"perplexity/sonar": { "perplexity/sonar": {
"max_tokens": 127072, "max_tokens": 127072,
@ -8221,8 +8212,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/pplx-70b-chat": { "perplexity/pplx-70b-chat": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8231,8 +8221,7 @@
"input_cost_per_token": 0.00000070, "input_cost_per_token": 0.00000070,
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/pplx-7b-online": { "perplexity/pplx-7b-online": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8242,8 +8231,7 @@
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/pplx-70b-online": { "perplexity/pplx-70b-online": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8253,8 +8241,7 @@
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/llama-2-70b-chat": { "perplexity/llama-2-70b-chat": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8263,8 +8250,7 @@
"input_cost_per_token": 0.00000070, "input_cost_per_token": 0.00000070,
"output_cost_per_token": 0.00000280, "output_cost_per_token": 0.00000280,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/mistral-7b-instruct": { "perplexity/mistral-7b-instruct": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8273,8 +8259,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat" , "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/mixtral-8x7b-instruct": { "perplexity/mixtral-8x7b-instruct": {
"max_tokens": 4096, "max_tokens": 4096,
@ -8283,8 +8268,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-small-chat": { "perplexity/sonar-small-chat": {
"max_tokens": 16384, "max_tokens": 16384,
@ -8293,8 +8277,7 @@
"input_cost_per_token": 0.00000007, "input_cost_per_token": 0.00000007,
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-small-online": { "perplexity/sonar-small-online": {
"max_tokens": 12000, "max_tokens": 12000,
@ -8304,8 +8287,7 @@
"output_cost_per_token": 0.00000028, "output_cost_per_token": 0.00000028,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-medium-chat": { "perplexity/sonar-medium-chat": {
"max_tokens": 16384, "max_tokens": 16384,
@ -8314,8 +8296,7 @@
"input_cost_per_token": 0.0000006, "input_cost_per_token": 0.0000006,
"output_cost_per_token": 0.0000018, "output_cost_per_token": 0.0000018,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"perplexity/sonar-medium-online": { "perplexity/sonar-medium-online": {
"max_tokens": 12000, "max_tokens": 12000,
@ -8325,8 +8306,7 @@
"output_cost_per_token": 0.0000018, "output_cost_per_token": 0.0000018,
"input_cost_per_request": 0.005, "input_cost_per_request": 0.005,
"litellm_provider": "perplexity", "litellm_provider": "perplexity",
"mode": "chat", "mode": "chat"
"supports_tool_choice": true
}, },
"fireworks_ai/accounts/fireworks/models/llama-v3p2-1b-instruct": { "fireworks_ai/accounts/fireworks/models/llama-v3p2-1b-instruct": {
"max_tokens": 16384, "max_tokens": 16384,

4
tests/litellm_utils_tests/test_supports_tool_choice.py
View file

@ -52,6 +52,8 @@ def test_supports_tool_choice_simple_tests():
is False is False
) )
assert litellm.utils.supports_tool_choice(model="perplexity/sonar") is False
def test_check_provider_match(): def test_check_provider_match():
""" """
@ -115,7 +117,7 @@ async def test_supports_tool_choice():
""" """
# Load model prices # Load model prices
litellm._turn_on_debug() litellm._turn_on_debug()
with open("./model_prices_and_context_window.json", "r") as f: with open("../../model_prices_and_context_window.json", "r") as f:
model_prices = json.load(f) model_prices = json.load(f)
litellm.model_cost = model_prices litellm.model_cost = model_prices
config_manager = ProviderConfigManager() config_manager = ProviderConfigManager()