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fix: abstract graph
Co-Authored-By: Federico Aguzzi <62149513+f-aguzzi@users.noreply.github.com>
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@ -63,13 +63,10 @@ class AbstractGraph(ABC):
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self.cache_path = self.config.get("cache_path", False)
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self.cache_path = self.config.get("cache_path", False)
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self.browser_base = self.config.get("browser_base")
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self.browser_base = self.config.get("browser_base")
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# Create the graph
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self.graph = self._create_graph()
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self.graph = self._create_graph()
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self.final_state = None
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self.final_state = None
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self.execution_info = None
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self.execution_info = None
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# Set common configuration parameters
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verbose = bool(config and config.get("verbose"))
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verbose = bool(config and config.get("verbose"))
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if verbose:
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if verbose:
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@ -87,12 +84,10 @@ class AbstractGraph(ABC):
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self.set_common_params(common_params, overwrite=True)
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self.set_common_params(common_params, overwrite=True)
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# set burr config
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self.burr_kwargs = config.get("burr_kwargs", None)
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self.burr_kwargs = config.get("burr_kwargs", None)
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if self.burr_kwargs is not None:
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if self.burr_kwargs is not None:
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self.graph.use_burr = True
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self.graph.use_burr = True
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if "app_instance_id" not in self.burr_kwargs:
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if "app_instance_id" not in self.burr_kwargs:
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# set a random uuid for the app_instance_id to avoid conflicts
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self.burr_kwargs["app_instance_id"] = str(uuid.uuid4())
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self.burr_kwargs["app_instance_id"] = str(uuid.uuid4())
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self.graph.burr_config = self.burr_kwargs
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self.graph.burr_config = self.burr_kwargs
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@ -125,7 +120,6 @@ class AbstractGraph(ABC):
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llm_defaults = {"temperature": 0, "streaming": False}
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llm_defaults = {"temperature": 0, "streaming": False}
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llm_params = {**llm_defaults, **llm_config}
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llm_params = {**llm_defaults, **llm_config}
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# If model instance is passed directly instead of the model details
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if "model_instance" in llm_params:
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if "model_instance" in llm_params:
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try:
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try:
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self.model_token = llm_params["model_tokens"]
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self.model_token = llm_params["model_tokens"]
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@ -145,18 +139,14 @@ class AbstractGraph(ABC):
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warnings.simplefilter("ignore")
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warnings.simplefilter("ignore")
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return init_chat_model(**llm_params)
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return init_chat_model(**llm_params)
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known_models = ["chatgpt","gpt","openai", "azure_openai", "google_genai",
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known_models = {"chatgpt","gpt","openai", "azure_openai", "google_genai",
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"ollama", "oneapi", "nvidia", "groq", "google_vertexai",
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"ollama", "oneapi", "nvidia", "groq", "google_vertexai",
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"bedrock", "mistralai", "hugging_face", "deepseek", "ernie", "fireworks"]
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"bedrock", "mistralai", "hugging_face", "deepseek", "ernie", "fireworks"}
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if llm_params["model"].split("/")[0] not in known_models and llm_params["model"].split("-")[0] not in known_models:
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if llm_params["model"].split("/")[0] not in known_models and llm_params["model"].split("-")[0] not in known_models:
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raise ValueError(f"Model '{llm_params['model']}' is not supported")
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raise ValueError(f"Model '{llm_params['model']}' is not supported")
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try:
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try:
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if "azure" in llm_params["model"]:
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model_name = llm_params["model"].split("/")[-1]
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return handle_model(model_name, "azure_openai", model_name)
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if "fireworks" in llm_params["model"]:
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if "fireworks" in llm_params["model"]:
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model_name = "/".join(llm_params["model"].split("/")[1:])
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model_name = "/".join(llm_params["model"].split("/")[1:])
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token_key = llm_params["model"].split("/")[-1]
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token_key = llm_params["model"].split("/")[-1]
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@ -207,7 +197,6 @@ class AbstractGraph(ABC):
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return ErnieBotChat(llm_params)
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return ErnieBotChat(llm_params)
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elif "oneapi" in llm_params["model"]:
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elif "oneapi" in llm_params["model"]:
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# take the model after the last dash
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llm_params["model"] = llm_params["model"].split("/")[-1]
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llm_params["model"] = llm_params["model"].split("/")[-1]
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try:
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try:
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self.model_token = models_tokens["oneapi"][llm_params["model"]]
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self.model_token = models_tokens["oneapi"][llm_params["model"]]
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@ -50,6 +50,11 @@ models_tokens = {
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"gemini-1.5-flash-latest": 128000,
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"gemini-1.5-flash-latest": 128000,
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"gemini-1.5-pro-latest": 128000,
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"gemini-1.5-pro-latest": 128000,
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"models/embedding-001": 2048
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"models/embedding-001": 2048
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},
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"google_vertexai": {
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"gemini-1.5-flash": 128000,
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"gemini-1.5-pro": 128000,
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"gemini-1.0-pro": 128000,
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},
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},
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"ollama": {
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"ollama": {
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"command-r": 12800,
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"command-r": 12800,
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@ -96,7 +101,7 @@ models_tokens = {
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"oneapi": {
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"oneapi": {
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"qwen-turbo": 6000,
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"qwen-turbo": 6000,
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},
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},
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"nv dia": {
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"nvdia": {
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"meta/llama3-70b-instruct": 419,
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"meta/llama3-70b-instruct": 419,
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"meta/llama3-8b-instruct": 419,
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"meta/llama3-8b-instruct": 419,
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"nemotron-4-340b-instruct": 1024,
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"nemotron-4-340b-instruct": 1024,
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@ -132,11 +137,6 @@ models_tokens = {
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"claude-3-haiku-20240307": 200000,
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"claude-3-haiku-20240307": 200000,
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"claude-3-5-sonnet-20240620": 200000,
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"claude-3-5-sonnet-20240620": 200000,
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},
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},
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"google_vertexai": {
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"gemini-1.5-flash": 128000,
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"gemini-1.5-pro": 128000,
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"gemini-1.0-pro": 128000,
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},
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"bedrock": {
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"bedrock": {
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"anthropic.claude-3-haiku-20240307-v1:0": 200000,
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"anthropic.claude-3-haiku-20240307-v1:0": 200000,
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"anthropic.claude-3-sonnet-20240229-v1:0": 200000,
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"anthropic.claude-3-sonnet-20240229-v1:0": 200000,
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