From bf16f6c8c842991f9a37fce28eef4c3779d2b474 Mon Sep 17 00:00:00 2001
From: Ethan Knox <ethan@knox.dev>
Date: Mon, 2 Dec 2024 12:21:28 -0500
Subject: [PATCH 1/4] added pgserver

---
 .gitignore        |    1 +
 letta/settings.py |   25 +-
 poetry.lock       | 2000 +++++++++++++++++++++++----------------------
 pyproject.toml    |    1 +
 4 files changed, 1034 insertions(+), 993 deletions(-)

diff --git a/.gitignore b/.gitignore
index 1fcffd8a4c..31733821b1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -388,6 +388,7 @@ __pycache__/
 develop-eggs/
 downloads/
 eggs#letta/letta-server:0.3.7
+installable_apps/.eggs
 MANIFEST
 
 # PyInstaller
diff --git a/letta/settings.py b/letta/settings.py
index 7271ff29d6..7a748fcd4b 100644
--- a/letta/settings.py
+++ b/letta/settings.py
@@ -3,6 +3,7 @@
 
 from pydantic import Field
 from pydantic_settings import BaseSettings, SettingsConfigDict
+import pgserver
 
 from letta.local_llm.constants import DEFAULT_WRAPPER_NAME
 
@@ -86,19 +87,25 @@ def letta_pg_uri(self) -> str:
         elif self.pg_db and self.pg_user and self.pg_password and self.pg_host and self.pg_port:
             return f"postgresql+pg8000://{self.pg_user}:{self.pg_password}@{self.pg_host}:{self.pg_port}/{self.pg_db}"
         else:
-            return f"postgresql+pg8000://letta:letta@localhost:5432/letta"
+            # start the pg binary. This is the default in-memory postgres that replaces SQLite/Chroma
+            db = self.launch_pg_binary()
+            return db.uri
 
-    # add this property to avoid being returned the default
-    # reference: https://github.com/cpacker/Letta/issues/1362
     @property
     def letta_pg_uri_no_default(self) -> str:
-        if self.pg_uri:
-            return self.pg_uri
-        elif self.pg_db and self.pg_user and self.pg_password and self.pg_host and self.pg_port:
-            return f"postgresql+pg8000://{self.pg_user}:{self.pg_password}@{self.pg_host}:{self.pg_port}/{self.pg_db}"
-        else:
-            return None
+        """DEPRECATED: now that we have a default in-memory postgres, this is the same as letta_pg_uri"""
+        return self.letta_pg_uri
+
+    def launch_pg_binary(self) -> "str":
+        pgdata = settings.letta_dir / "pgdata"
+        pgdata.mkdir(parents=True, exist_ok=True)
+
+        database = pgserver.get_server(pgdata)
+
+        # create pg vector extension
+        database.psql('CREATE EXTENSION IF NOT EXISTS vector')
 
+        return database.get_uri()
 
 class TestSettings(Settings):
     model_config = SettingsConfigDict(env_prefix="letta_test_")
diff --git a/poetry.lock b/poetry.lock
index d2f0d6f4ad..a8eec7ec7a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,99 +1,99 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.7"
+version = "3.11.9"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -215,21 +215,18 @@ files = [
 
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+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
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-[package.dependencies]
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-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-timeout"
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@@ -887,13 +926,13 @@ test = ["pytest"]
 
 [[package]]
 name = "composio-core"
-version = "0.5.44"
+version = "0.5.50"
 description = "Core package to act as a bridge between composio platform and other services."
 optional = true
 python-versions = "<4,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -923,17 +962,17 @@ tools = ["diskcache", "flake8", "networkx", "pathspec", "pygments", "ruff", "tra
 
 [[package]]
 name = "composio-langchain"
-version = "0.5.44"
+version = "0.5.50"
 description = "Use Composio to get an array of tools with your LangChain agent."
 optional = true
 python-versions = "<4,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
-composio_core = ">=0.5.40,<=0.5.44"
+composio_core = ">=0.5.40,<=0.5.50"
 langchain = ">=0.1.0"
 langchain-openai = ">=0.0.2.post1"
 langchainhub = ">=0.1.15"
@@ -956,51 +995,53 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "cryptography"
-version = "43.0.3"
+version = "44.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = true
-python-versions = ">=3.7"
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 [[package]]
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 protobuf = ">=3.20.0,<6.0.0"
 python-dateutil = ">=2.8.2"
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 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
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 description = "File identification library for Python"
 optional = true
 python-versions = ">=3.9"
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 ]
 
 [[package]]
@@ -2703,24 +2773,24 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.3.7"
+version = "0.3.9"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.9"
 files = [
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 [package.dependencies]
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 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.3.15,<0.4.0"
+langchain-core = ">=0.3.21,<0.4.0"
 langchain-text-splitters = ">=0.3.0,<0.4.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
-    {version = ">=1,<2", markers = "python_version < \"3.12\""},
-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
 ]
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
@@ -2730,41 +2800,41 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-community"
-version = "0.3.7"
+version = "0.3.9"
 description = "Community contributed LangChain integrations."
 optional = true
 python-versions = "<4.0,>=3.9"
 files = [
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+    {file = "langchain_community-0.3.9-py3-none-any.whl", hash = "sha256:ccccf9e703ccb7d929034be56e36177e3ee796e5ab8417aa79c25dc6ef40e1bd"},
+    {file = "langchain_community-0.3.9.tar.gz", hash = "sha256:b0b44c530c7647a360f2321749e7b7e95a3cbdfa2fceed7e1214228833996223"},
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 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<0.5.0"
-langchain = ">=0.3.7,<0.4.0"
-langchain-core = ">=0.3.17,<0.4.0"
+langchain = ">=0.3.8,<0.4.0"
+langchain-core = ">=0.3.21,<0.4.0"
 langsmith = ">=0.1.125,<0.2.0"
 numpy = [
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-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
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 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
-SQLAlchemy = ">=1.4,<2.0.36"
+SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.19"
+version = "0.3.21"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2781,17 +2851,17 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-openai"
-version = "0.2.9"
+version = "0.2.10"
 description = "An integration package connecting OpenAI and LangChain"
 optional = true
 python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.17,<0.4.0"
+langchain-core = ">=0.3.21,<0.4.0"
 openai = ">=1.54.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
@@ -2827,13 +2897,13 @@ types-requests = ">=2.31.0.2,<3.0.0.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.144"
+version = "0.1.147"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -2846,6 +2916,9 @@ pydantic = [
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 
+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
+
 [[package]]
 name = "llama-cloud"
 version = "0.1.5"
@@ -3890,13 +3963,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.55.0"
+version = "1.55.3"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4066,69 +4139,86 @@ files = [
 
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-version = "3.10.11"
+version = "3.10.12"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
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 python-versions = ">=3.8"
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+version = "0.1.4"
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+python-versions = ">=3.9"
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+platformdirs = ">=4.0.0"
+psutil = ">=5.9.0"
+
+[package.extras]
+dev = ["sysv-ipc"]
+test = ["psycopg2-binary", "pytest", "sqlalchemy (>=2)", "sqlalchemy-utils"]
+
 [[package]]
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 version = "0.2.5"
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 [[package]]
@@ -4883,53 +4991,53 @@ tests = ["pytest"]
 
 [[package]]
 name = "pyarrow"
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 description = "Python library for Apache Arrow"
 optional = true
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 [package.dependencies]
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 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
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 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
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 [package.dependencies]
@@ -6606,51 +6625,81 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
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 python-versions = ">=3.8"
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 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
 discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
@@ -6929,13 +6978,13 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
 
 [[package]]
 name = "virtualenv"
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+version = "20.28.0"
 description = "Virtual Python Environment builder"
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -6949,94 +6998,82 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "watchfiles"
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+version = "1.0.0"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
@@ -7527,48 +7559,48 @@ test = ["zope.testrunner"]
 
 [[package]]
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 description = "Interfaces for Python"
 optional = true
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 ]
 
 [package.dependencies]
@@ -7595,4 +7627,4 @@ tests = ["wikipedia"]
 [metadata]
 lock-version = "2.0"
 python-versions = "<3.13,>=3.10"
-content-hash = "28cd26c6573ca0a07173262bc0e819e19b661157fa757efca0590262f9b9f35c"
+content-hash = "64b76d73aa12d5946e4a0d47ea40f7c7099d8cac2ce8b3b15b8d08ead50335d1"
diff --git a/pyproject.toml b/pyproject.toml
index 9a07491227..341d90adc7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,6 +72,7 @@ alembic = "^1.13.3"
 pyhumps = "^3.8.0"
 psycopg2 = "^2.9.10"
 psycopg2-binary = "^2.9.10"
+pgserver = "^0.1.4"
 e2b-code-interpreter = {version = "^1.0.1", optional = true}
 pathvalidate = "^3.2.1"
 langchain-community = {version = "^0.3.7", optional = true}

From 62b01477a739c73003a56a0e3032aed288a2c227 Mon Sep 17 00:00:00 2001
From: Ethan Knox <ethan@knox.dev>
Date: Mon, 2 Dec 2024 12:41:36 -0500
Subject: [PATCH 2/4] corrected uri return type

---
 letta/settings.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/letta/settings.py b/letta/settings.py
index 7a748fcd4b..3f558a3dc5 100644
--- a/letta/settings.py
+++ b/letta/settings.py
@@ -88,8 +88,8 @@ def letta_pg_uri(self) -> str:
             return f"postgresql+pg8000://{self.pg_user}:{self.pg_password}@{self.pg_host}:{self.pg_port}/{self.pg_db}"
         else:
             # start the pg binary. This is the default in-memory postgres that replaces SQLite/Chroma
-            db = self.launch_pg_binary()
-            return db.uri
+            db_uri = self.launch_pg_binary()
+            return db_uri
 
     @property
     def letta_pg_uri_no_default(self) -> str:

From 2b8d2adfacd52e5e8fee740b0fb6c47f29ff5c03 Mon Sep 17 00:00:00 2001
From: Ethan Knox <ethan@knox.dev>
Date: Mon, 2 Dec 2024 13:31:13 -0500
Subject: [PATCH 3/4] singleton pattern

---
 letta/server/rest_api/app.py | 1 +
 letta/settings.py            | 4 ++--
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/letta/server/rest_api/app.py b/letta/server/rest_api/app.py
index c8f2cdf044..0bfc9f91c9 100644
--- a/letta/server/rest_api/app.py
+++ b/letta/server/rest_api/app.py
@@ -182,6 +182,7 @@ def on_startup():
         # Tool.load_default_tools(get_db_session())
 
         generate_openapi_schema(app)
+        # always migrate now that we have a default in-memory postgres
 
     @app.on_event("shutdown")
     def on_shutdown():
diff --git a/letta/settings.py b/letta/settings.py
index 3f558a3dc5..46e7eb2265 100644
--- a/letta/settings.py
+++ b/letta/settings.py
@@ -88,8 +88,8 @@ def letta_pg_uri(self) -> str:
             return f"postgresql+pg8000://{self.pg_user}:{self.pg_password}@{self.pg_host}:{self.pg_port}/{self.pg_db}"
         else:
             # start the pg binary. This is the default in-memory postgres that replaces SQLite/Chroma
-            db_uri = self.launch_pg_binary()
-            return db_uri
+            self.pg_uri = self.launch_pg_binary()
+            return self.pg_uri
 
     @property
     def letta_pg_uri_no_default(self) -> str:

From 097e6e0f6922dae287bcc2b9b288c16471c4bef3 Mon Sep 17 00:00:00 2001
From: Ethan Knox <ethan@knox.dev>
Date: Mon, 2 Dec 2024 13:42:37 -0500
Subject: [PATCH 4/4] black

---
 letta/settings.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/letta/settings.py b/letta/settings.py
index 46e7eb2265..94af87932f 100644
--- a/letta/settings.py
+++ b/letta/settings.py
@@ -103,10 +103,11 @@ def launch_pg_binary(self) -> "str":
         database = pgserver.get_server(pgdata)
 
         # create pg vector extension
-        database.psql('CREATE EXTENSION IF NOT EXISTS vector')
+        database.psql("CREATE EXTENSION IF NOT EXISTS vector")
 
         return database.get_uri()
 
+
 class TestSettings(Settings):
     model_config = SettingsConfigDict(env_prefix="letta_test_")