Feature(LiteLLM): Wire LiteLLM Docker profile with application config overrides (provider and embedder) #533
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| { | ||
| "embedder_ollama": { | ||
| "client_class": "OllamaClient", | ||
| "model_kwargs": { | ||
| "model": "nomic-embed-text" | ||
| } | ||
| }, | ||
| "embedder": { | ||
| "client_class": "LiteLLMClient", | ||
| "initialize_kwargs": { | ||
| "api_key": "${LITELLM_API_KEY}", | ||
| "base_url": "${LITELLM_BASE_URL}" | ||
| }, | ||
| "batch_size": 10, | ||
| "model_kwargs": { | ||
| "model": "nomic-embed-text" | ||
| } | ||
| }, | ||
| "retriever": { | ||
| "top_k": 20 | ||
| }, | ||
| "text_splitter": { | ||
| "split_by": "word", | ||
| "chunk_size": 350, | ||
| "chunk_overlap": 100 | ||
| } | ||
| } | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,220 @@ | ||
| { | ||
| "default_provider": "litellm", | ||
| "providers": { | ||
| "dashscope": { | ||
| "default_model": "qwen-plus", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "qwen-plus": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "qwen-turbo": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "deepseek-r1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| } | ||
| } | ||
| }, | ||
| "google": { | ||
| "default_model": "gemini-2.5-flash", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "gemini-2.5-flash": { | ||
| "temperature": 1.0, | ||
| "top_p": 0.8, | ||
| "top_k": 20 | ||
| }, | ||
| "gemini-2.5-flash-lite": { | ||
| "temperature": 1.0, | ||
| "top_p": 0.8, | ||
| "top_k": 20 | ||
| }, | ||
| "gemini-2.5-pro": { | ||
| "temperature": 1.0, | ||
| "top_p": 0.8, | ||
| "top_k": 20 | ||
| } | ||
| } | ||
| }, | ||
| "openai": { | ||
| "default_model": "gpt-5-nano", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "gpt-5": { | ||
| "temperature": 1.0 | ||
| }, | ||
| "gpt-5-nano": { | ||
| "temperature": 1.0 | ||
| }, | ||
| "gpt-5-mini": { | ||
| "temperature": 1.0 | ||
| }, | ||
| "gpt-4o": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "gpt-4.1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "o1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "o3": { | ||
| "temperature": 1.0 | ||
| }, | ||
| "o4-mini": { | ||
| "temperature": 1.0 | ||
| } | ||
| } | ||
| }, | ||
| "litellm": { | ||
| "default_model": "qwen3:1.7b", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "qwen3:1.7b": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8, | ||
| "num_ctx": 32000 | ||
| }, | ||
| "llama3:8b": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8, | ||
| "num_ctx": 8000 | ||
| }, | ||
| "qwen3:8b": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8, | ||
| "num_ctx": 32000 | ||
| } | ||
|
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There was a problem hiding this comment. The Additionally, the context window size ( "qwen3:1.7b": {
"temperature": 0.7,
"top_p": 0.8
},
"llama3:8b": {
"temperature": 0.7,
"top_p": 0.8
},
"qwen3:8b": {
"temperature": 0.7,
"top_p": 0.8
} |
||
| } | ||
| }, | ||
| "openrouter": { | ||
| "default_model": "openai/gpt-5-nano", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "openai/gpt-5-nano": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "openai/gpt-4o": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "deepseek/deepseek-r1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "openai/gpt-4.1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "openai/o1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "openai/o3": { | ||
| "temperature": 1.0 | ||
| }, | ||
| "openai/o4-mini": { | ||
| "temperature": 1.0 | ||
| }, | ||
| "anthropic/claude-3.7-sonnet": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "anthropic/claude-3.5-sonnet": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| } | ||
| } | ||
| }, | ||
| "ollama": { | ||
| "default_model": "qwen3:1.7b", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "qwen3:1.7b": { | ||
| "options": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8, | ||
| "num_ctx": 32000 | ||
| } | ||
| }, | ||
| "llama3:8b": { | ||
| "options": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8, | ||
| "num_ctx": 8000 | ||
| } | ||
| }, | ||
| "qwen3:8b": { | ||
| "options": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8, | ||
| "num_ctx": 32000 | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "bedrock": { | ||
| "client_class": "BedrockClient", | ||
| "default_model": "anthropic.claude-3-sonnet-20240229-v1:0", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "anthropic.claude-3-sonnet-20240229-v1:0": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "anthropic.claude-3-haiku-20240307-v1:0": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "anthropic.claude-3-opus-20240229-v1:0": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "amazon.titan-text-express-v1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "cohere.command-r-v1:0": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "ai21.j2-ultra-v1": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| } | ||
| } | ||
| }, | ||
| "azure": { | ||
| "client_class": "AzureAIClient", | ||
| "default_model": "gpt-4o", | ||
| "supportsCustomModel": true, | ||
| "models": { | ||
| "gpt-4o": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "gpt-4": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "gpt-35-turbo": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| }, | ||
| "gpt-4-turbo": { | ||
| "temperature": 0.7, | ||
| "top_p": 0.8 | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
|
|
||
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The
initialize_kwargsblock explicitly passesapi_keyandbase_urlusing environment variable placeholders. However, if these environment variables are not set, the configuration loader (replace_env_placeholdersinapi/config.py) will leave the literal placeholder strings"${LITELLM_API_KEY}"and"${LITELLM_BASE_URL}"intact. This will causeLiteLLMClientto initialize with these invalid literal strings instead of falling back to its built-in defaults or environment variable lookups.Since
LiteLLMClientalready natively handles retrievingLITELLM_API_KEYandLITELLM_BASE_URLfrom the environment (with sensible fallbacks like"dummy"and"http://localhost:4000"), you can safely remove theinitialize_kwargsblock entirely to make the configuration more robust and less redundant.