From a7316a72d8b69ec62868f3c9d28654d55feeb77d Mon Sep 17 00:00:00 2001
From: kimheesu <hskim@euclidsoft.co.kr>
Date: Tue, 15 Jul 2025 12:54:24 +0900
Subject: [PATCH] [add] gemini-embedding-001

---
 .gitignore                                    |  27 ++++-
 backend/alembic.ini                           | 100 ++++++++++++++++++
 .../agents/utils/embedding_providers.py       |   2 +-
 3 files changed, 127 insertions(+), 2 deletions(-)
 create mode 100644 backend/alembic.ini

diff --git a/.gitignore b/.gitignore
index 4dae4be2..259a705b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,7 +2,6 @@ env/
 __pycache__/
 .DS_Store
 *.csv
-src/
 eval_results/
 eval_data/
 *.egg-info/
@@ -10,3 +9,29 @@ results/
 .env
 tradingagents/dataflows/data_cache/
 CLAUDE.md
+.claude/
+.taskmaster/
+
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+dev-debug.log
+# Dependency directories
+node_modules/
+# Environment variables
+# Editor directories and files
+.idea
+.vscode
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
+# OS specific
+
+# Task files
+# tasks.json
+# tasks/ 
diff --git a/backend/alembic.ini b/backend/alembic.ini
new file mode 100644
index 00000000..ef20a8d4
--- /dev/null
+++ b/backend/alembic.ini
@@ -0,0 +1,100 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts
+script_location = alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# file_template = %%(year)d%%(month).2d%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python-dateutil library
+# one of: utc or any timezone supported by datetime.tzinfo subclasses
+# timezone =
+
+# max length of characters to apply to the
+# "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to alembic/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "version_path_separator" below.
+# version_locations = %(here)s/bar:%(here)s/bat:alembic/versions
+
+# version path separator; As mentioned above, this is the character used to split
+# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
+# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
+# Valid values for version_path_separator are:
+#
+# version_path_separator = :
+# version_path_separator = ;
+# version_path_separator = space
+version_path_separator = os  # Use os.pathsep.
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+sqlalchemy.url = mysql+pymysql://root:tldns12!@localhost/test
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# Logging configuration
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
\ No newline at end of file
diff --git a/tradingagents/agents/utils/embedding_providers.py b/tradingagents/agents/utils/embedding_providers.py
index 7dd8ea15..8a1956d0 100644
--- a/tradingagents/agents/utils/embedding_providers.py
+++ b/tradingagents/agents/utils/embedding_providers.py
@@ -33,7 +33,7 @@ class OpenAIEmbeddingProvider(EmbeddingProvider):
     
 
 class GeminiEmbeddingProvider(EmbeddingProvider):
-    def __init__(self, backend_url: str, embedding_model: str = "gemini-embedding-exp-03-07"):
+    def __init__(self, backend_url: str, embedding_model: str = "gemini-embedding-001"):
         self.client = genai.Client()
         self._embedding_model = embedding_model