diff --git a/wren-ai-service/.env.dev.example b/wren-ai-service/.env.dev.example index 1a5dee9da..85e1ba72e 100644 --- a/wren-ai-service/.env.dev.example +++ b/wren-ai-service/.env.dev.example @@ -54,7 +54,7 @@ WREN_UI_ENDPOINT=http://localhost:3000 WREN_IBIS_ENDPOINT=http://localhost:8000 WREN_IBIS_SOURCE=bigquery WREN_IBIS_MANIFEST= # this is a base64 encoded string of the MDL -WREN_IBIS_CONNECTION_INFO={"project_id": "", "dataset_id": "", "credentials":""} +WREN_IBIS_CONNECTION_INFO= # this is a base64 encode string of the connection info # evaluation related DATASET_NAME=book_2 diff --git a/wren-ai-service/poetry.lock b/wren-ai-service/poetry.lock index 4f944f477..7d458e18a 100644 --- a/wren-ai-service/poetry.lock +++ b/wren-ai-service/poetry.lock @@ -578,63 +578,63 @@ yaml = ["PyYAML"] [[package]] name = "coverage" -version = "7.5.4" +version = "7.6.0" description = "Code coverage measurement for Python" optional = false python-versions = ">=3.8" files = [ - {file = 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b/wren-ai-service/pyproject.toml @@ -24,6 +24,7 @@ sf-hamilton = {version = "==1.63.0", extras = ["visualization"]} aiohttp = "==3.9.5" ollama-haystack = "==0.0.6" langfuse = "==2.35.0" +ollama = "==0.2.1" [tool.poetry.group.dev.dependencies] pytest = "==8.2.0" diff --git a/wren-ai-service/src/__main__.py b/wren-ai-service/src/__main__.py index 9d278b3be..5c06fbd98 100644 --- a/wren-ai-service/src/__main__.py +++ b/wren-ai-service/src/__main__.py @@ -90,7 +90,8 @@ def health(): host=server_host, port=server_port, reload=should_reload, - reload_dirs=["src"] if should_reload else None, + reload_dirs=["src"], + reload_includes=[".env.dev"], workers=1, loop="uvloop", http="httptools", diff --git a/wren-ai-service/src/providers/embedder/ollama.py b/wren-ai-service/src/providers/embedder/ollama.py index de9f19e5d..f51e9104e 100644 --- a/wren-ai-service/src/providers/embedder/ollama.py +++ b/wren-ai-service/src/providers/embedder/ollama.py @@ -12,7 +12,7 @@ from tqdm import tqdm from src.core.provider import EmbedderProvider -from src.providers.loader import provider +from src.providers.loader import provider, pull_ollama_model from src.utils import remove_trailing_slash logger = logging.getLogger("wren-ai-service") @@ -167,6 +167,8 @@ def __init__( self._url = remove_trailing_slash(url) self._embedding_model = embedding_model + pull_ollama_model(self._url, self._embedding_model) + logger.info(f"Using Ollama Embedding Model: {self._embedding_model}") logger.info(f"Using Ollama URL: {self._url}") diff --git a/wren-ai-service/src/providers/engine/wren.py b/wren-ai-service/src/providers/engine/wren.py index 07b711e76..d186abb6e 100644 --- a/wren-ai-service/src/providers/engine/wren.py +++ b/wren-ai-service/src/providers/engine/wren.py @@ -1,3 +1,4 @@ +import base64 import logging import os from typing import Any, Dict, Optional, Tuple @@ -54,8 +55,10 @@ async def dry_run_sql( "source": os.getenv("WREN_IBIS_SOURCE"), "manifest": os.getenv("WREN_IBIS_MANIFEST"), "connection_info": orjson.loads( - os.getenv("WREN_IBIS_CONNECTION_INFO", "{}") - ), + base64.b64decode(os.getenv("WREN_IBIS_CONNECTION_INFO")) + ) + if os.getenv("WREN_IBIS_CONNECTION_INFO") + else {}, }, ) -> Tuple[bool, Optional[Dict[str, Any]]]: async with session.post( diff --git a/wren-ai-service/src/providers/llm/ollama.py b/wren-ai-service/src/providers/llm/ollama.py index 28b8b01f8..1d09f832a 100644 --- a/wren-ai-service/src/providers/llm/ollama.py +++ b/wren-ai-service/src/providers/llm/ollama.py @@ -9,7 +9,7 @@ from haystack_integrations.components.generators.ollama import OllamaGenerator from src.core.provider import LLMProvider -from src.providers.loader import provider +from src.providers.loader import provider, pull_ollama_model from src.utils import remove_trailing_slash logger = logging.getLogger("wren-ai-service") @@ -130,6 +130,8 @@ def __init__( self._url = remove_trailing_slash(url) self._generation_model = generation_model + pull_ollama_model(self._url, self._generation_model) + logger.info(f"Using Ollama LLM: {self._generation_model}") logger.info(f"Using Ollama URL: {self._url}") diff --git a/wren-ai-service/src/providers/loader.py b/wren-ai-service/src/providers/loader.py index c01b5a8a4..0dd55331c 100644 --- a/wren-ai-service/src/providers/loader.py +++ b/wren-ai-service/src/providers/loader.py @@ -2,6 +2,8 @@ import logging import pkgutil +from ollama import Client + logger = logging.getLogger("wren-ai-service") @@ -98,3 +100,19 @@ def get_default_embedding_model_dim(embedder_provider: str): return importlib.import_module( f"src.providers.embedder.{file_name}" ).EMBEDDING_MODEL_DIMENSION + + +def pull_ollama_model(url: str, model_name: str): + client = Client(host=url) + models = client.list()["models"] + if model_name not in models: + logger.info(f"Pulling Ollama model {model_name}") + percentage = 0 + for progress in client.pull(model_name, stream=True): + if "completed" in progress and "total" in progress: + new_percentage = int(progress["completed"] / progress["total"] * 100) + if new_percentage > percentage: + percentage = new_percentage + logger.info(f"Pulling Ollama model {model_name}: {percentage}%") + else: + logger.info(f"Ollama model {model_name} already exists") diff --git a/wren-launcher/commands/launch.go b/wren-launcher/commands/launch.go index cb14683e2..e0237c680 100644 --- a/wren-launcher/commands/launch.go +++ b/wren-launcher/commands/launch.go @@ -210,10 +210,12 @@ func Launch() { panic(err) } - // wait for 10 seconds pterm.Info.Println("Wren AI is starting, please wait for a moment...") + if llmProvider == "Custom" { + pterm.Info.Println("If you choose Ollama as LLM provider, please make sure you have started the Ollama service first. Also, Wren AI will automatically pull your chosen models if you have not done so. You can check the progress by executing `docker logs -f wrenai-wren-ai-service-1` in the terminal.") + } url := fmt.Sprintf("http://localhost:%d", uiPort) - // wait until checking if CheckWrenAIStarted return without error + // wait until checking if CheckUIServiceStarted return without error // if timeout 2 minutes, panic timeoutTime := time.Now().Add(2 * time.Minute) for { @@ -230,6 +232,9 @@ func Launch() { time.Sleep(5 * time.Second) } + // wait until checking if CheckWrenAIStarted return without error + // if timeout 30 minutes, panic + timeoutTime = time.Now().Add(30 * time.Minute) for { if time.Now().After(timeoutTime) { panic("Timeout")