From bc1da6ddf350adfd50b3fc0e2fd4e32f87eaa811 Mon Sep 17 00:00:00 2001
From: Lucas Parzych <lucas_parzych@intuit.com>
Date: Wed, 5 Nov 2025 13:52:21 -0800
Subject: [PATCH 1/6] fix: fix packaging scripts

---
 scripts/packaging/build_packages.sh | 12 ++++++------
 scripts/packaging/setup_client.py   |  5 ++++-
 scripts/packaging/setup_server.py   |  7 +++++--
 scripts/start_server.py             |  0
 4 files changed, 15 insertions(+), 9 deletions(-)
 mode change 100644 => 100755 scripts/start_server.py

diff --git a/scripts/packaging/build_packages.sh b/scripts/packaging/build_packages.sh
index 2c03217..0e9728b 100755
--- a/scripts/packaging/build_packages.sh
+++ b/scripts/packaging/build_packages.sh
@@ -42,7 +42,7 @@ echo -e "${BLUE}[3/5] Building mirix-client package...${NC}"
 python scripts/packaging/setup_client.py sdist bdist_wheel
 if [ $? -eq 0 ]; then
     echo -e "${GREEN}✓ Client package built successfully${NC}"
-    CLIENT_VERSION=$(ls dist/mirix_client-*.whl | head -1 | grep -oP '\d+\.\d+\.\d+')
+    CLIENT_VERSION=$(ls dist/mirix-client-*.whl 2>/dev/null | head -1 | sed -E 's/.*-([0-9]+\.[0-9]+\.[0-9]+)-.*/\1/')
     echo -e "   Version: ${GREEN}${CLIENT_VERSION}${NC}"
 else
     echo -e "${RED}✗ Client package build failed${NC}"
@@ -55,7 +55,7 @@ echo -e "${BLUE}[4/5] Building mirix-server package...${NC}"
 python scripts/packaging/setup_server.py sdist bdist_wheel
 if [ $? -eq 0 ]; then
     echo -e "${GREEN}✓ Server package built successfully${NC}"
-    SERVER_VERSION=$(ls dist/mirix_server-*.whl | head -1 | grep -oP '\d+\.\d+\.\d+')
+    SERVER_VERSION=$(ls dist/mirix-server-*.whl 2>/dev/null | head -1 | sed -E 's/.*-([0-9]+\.[0-9]+\.[0-9]+)-.*/\1/')
     echo -e "   Version: ${GREEN}${SERVER_VERSION}${NC}"
 else
     echo -e "${RED}✗ Server package build failed${NC}"
@@ -69,17 +69,17 @@ echo -e "${BLUE}=================================================${NC}"
 echo -e "Built packages in: ${GREEN}dist/${NC}"
 echo ""
 echo -e "Client Package:"
-ls -lh dist/mirix_client-* | awk '{print "  " $9 " (" $5 ")"}'
+ls -lh dist/mirix-client-* 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
 echo ""
 echo -e "Server Package:"
-ls -lh dist/mirix_server-* | awk '{print "  " $9 " (" $5 ")"}'
+ls -lh dist/mirix-server-* 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
 echo ""
 echo -e "${BLUE}=================================================${NC}"
 echo -e "${GREEN}✓ All packages built successfully!${NC}"
 echo ""
 echo "To install locally:"
-echo -e "  ${BLUE}pip install dist/mirix_client-${CLIENT_VERSION}-py3-none-any.whl${NC}"
-echo -e "  ${BLUE}pip install dist/mirix_server-${SERVER_VERSION}-py3-none-any.whl${NC}"
+echo -e "  ${BLUE}pip install dist/mirix-client-${CLIENT_VERSION}-py3-none-any.whl${NC}"
+echo -e "  ${BLUE}pip install dist/mirix-server-${SERVER_VERSION}-py3-none-any.whl${NC}"
 echo ""
 echo "To publish to PyPI:"
 echo -e "  ${BLUE}twine upload dist/mirix-client-${CLIENT_VERSION}*${NC}"
diff --git a/scripts/packaging/setup_client.py b/scripts/packaging/setup_client.py
index 17ca702..6b39f1d 100644
--- a/scripts/packaging/setup_client.py
+++ b/scripts/packaging/setup_client.py
@@ -43,6 +43,9 @@ def get_version():
     "pytz>=2024.1",
 ]
 
+# Change to project root directory so we can use relative paths
+os.chdir(project_root)
+
 setup(
     name="mirix-client",
     version=get_version(),
@@ -65,7 +68,7 @@ def get_version():
         "mirix.schemas.openai",
         "mirix.helpers",
     ],
-    package_dir={"": project_root},
+    package_dir={"": "."},
     include_package_data=True,
     package_data={
         "mirix": [],
diff --git a/scripts/packaging/setup_server.py b/scripts/packaging/setup_server.py
index cb13384..98e7e1c 100644
--- a/scripts/packaging/setup_server.py
+++ b/scripts/packaging/setup_server.py
@@ -135,6 +135,9 @@ def get_version():
     ],
 }
 
+# Change to project root directory so we can use relative paths
+os.chdir(project_root)
+
 setup(
     name="mirix-server",
     version=get_version(),
@@ -152,10 +155,10 @@ def get_version():
     },
     # Include all packages
     packages=find_packages(
-        where=project_root,
+        where=".",
         exclude=["tests*", "scripts*", "frontend*", "public_evaluations*", "samples*"]
     ),
-    package_dir={"": project_root},
+    package_dir={"": "."},
     include_package_data=True,
     package_data={
         "mirix": [
diff --git a/scripts/start_server.py b/scripts/start_server.py
old mode 100644
new mode 100755

From 1c45b6b13874478d97a143f1c90bef32e9bd23d9 Mon Sep 17 00:00:00 2001
From: Lucas Parzych <lucas_parzych@intuit.com>
Date: Wed, 5 Nov 2025 13:55:00 -0800
Subject: [PATCH 2/6] fix: fix packaging scripts and rename the repo

---
 scripts/packaging/build_packages.sh | 22 ++++++++++++----------
 scripts/packaging/setup_client.py   |  4 ++--
 scripts/packaging/setup_server.py   |  8 ++++----
 3 files changed, 18 insertions(+), 16 deletions(-)

diff --git a/scripts/packaging/build_packages.sh b/scripts/packaging/build_packages.sh
index 0e9728b..e53f01e 100755
--- a/scripts/packaging/build_packages.sh
+++ b/scripts/packaging/build_packages.sh
@@ -28,6 +28,8 @@ rm -rf dist/
 rm -rf *.egg-info
 rm -rf mirix_client.egg-info
 rm -rf mirix_server.egg-info
+rm -rf intuit_ecms_client.egg-info
+rm -rf intuit_ecms_server.egg-info
 echo -e "${GREEN}✓ Cleaned${NC}"
 echo ""
 
@@ -38,11 +40,11 @@ echo -e "${GREEN}✓ Build tools ready${NC}"
 echo ""
 
 # Build client package
-echo -e "${BLUE}[3/5] Building mirix-client package...${NC}"
+echo -e "${BLUE}[3/5] Building intuit-ecms-client package...${NC}"
 python scripts/packaging/setup_client.py sdist bdist_wheel
 if [ $? -eq 0 ]; then
     echo -e "${GREEN}✓ Client package built successfully${NC}"
-    CLIENT_VERSION=$(ls dist/mirix-client-*.whl 2>/dev/null | head -1 | sed -E 's/.*-([0-9]+\.[0-9]+\.[0-9]+)-.*/\1/')
+    CLIENT_VERSION=$(ls dist/intuit_ecms_client-*.whl 2>/dev/null | head -1 | sed -E 's/.*-([0-9]+\.[0-9]+\.[0-9]+)-.*/\1/')
     echo -e "   Version: ${GREEN}${CLIENT_VERSION}${NC}"
 else
     echo -e "${RED}✗ Client package build failed${NC}"
@@ -51,11 +53,11 @@ fi
 echo ""
 
 # Build server package
-echo -e "${BLUE}[4/5] Building mirix-server package...${NC}"
+echo -e "${BLUE}[4/5] Building intuit-ecms-server package...${NC}"
 python scripts/packaging/setup_server.py sdist bdist_wheel
 if [ $? -eq 0 ]; then
     echo -e "${GREEN}✓ Server package built successfully${NC}"
-    SERVER_VERSION=$(ls dist/mirix-server-*.whl 2>/dev/null | head -1 | sed -E 's/.*-([0-9]+\.[0-9]+\.[0-9]+)-.*/\1/')
+    SERVER_VERSION=$(ls dist/intuit_ecms_server-*.whl 2>/dev/null | head -1 | sed -E 's/.*-([0-9]+\.[0-9]+\.[0-9]+)-.*/\1/')
     echo -e "   Version: ${GREEN}${SERVER_VERSION}${NC}"
 else
     echo -e "${RED}✗ Server package build failed${NC}"
@@ -69,21 +71,21 @@ echo -e "${BLUE}=================================================${NC}"
 echo -e "Built packages in: ${GREEN}dist/${NC}"
 echo ""
 echo -e "Client Package:"
-ls -lh dist/mirix-client-* 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
+ls -lh dist/intuit_ecms_client-* 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
 echo ""
 echo -e "Server Package:"
-ls -lh dist/mirix-server-* 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
+ls -lh dist/intuit_ecms_server-* 2>/dev/null | awk '{print "  " $9 " (" $5 ")"}'
 echo ""
 echo -e "${BLUE}=================================================${NC}"
 echo -e "${GREEN}✓ All packages built successfully!${NC}"
 echo ""
 echo "To install locally:"
-echo -e "  ${BLUE}pip install dist/mirix-client-${CLIENT_VERSION}-py3-none-any.whl${NC}"
-echo -e "  ${BLUE}pip install dist/mirix-server-${SERVER_VERSION}-py3-none-any.whl${NC}"
+echo -e "  ${BLUE}pip install dist/intuit_ecms_client-${CLIENT_VERSION}-py3-none-any.whl${NC}"
+echo -e "  ${BLUE}pip install dist/intuit_ecms_server-${SERVER_VERSION}-py3-none-any.whl${NC}"
 echo ""
 echo "To publish to PyPI:"
-echo -e "  ${BLUE}twine upload dist/mirix-client-${CLIENT_VERSION}*${NC}"
-echo -e "  ${BLUE}twine upload dist/mirix-server-${SERVER_VERSION}*${NC}"
+echo -e "  ${BLUE}twine upload dist/intuit-ecms-client-${CLIENT_VERSION}*${NC}"
+echo -e "  ${BLUE}twine upload dist/intuit-ecms-server-${SERVER_VERSION}*${NC}"
 echo ""
 echo "To test packages:"
 echo -e "  ${BLUE}twine check dist/*${NC}"
diff --git a/scripts/packaging/setup_client.py b/scripts/packaging/setup_client.py
index 6b39f1d..dc1f9f9 100644
--- a/scripts/packaging/setup_client.py
+++ b/scripts/packaging/setup_client.py
@@ -47,11 +47,11 @@ def get_version():
 os.chdir(project_root)
 
 setup(
-    name="mirix-client",
+    name="intuit-ecms-client",
     version=get_version(),
     author="Mirix AI",
     author_email="yuwang@mirix.io",
-    description="Mirix Client - Lightweight Python client for Mirix AI server",
+    description="Intuit ECMS Client - Lightweight Python client for Intuit ECMS server",
     long_description=long_description,
     long_description_content_type="text/markdown",
     url="https://github.com/Mirix-AI/MIRIX",
diff --git a/scripts/packaging/setup_server.py b/scripts/packaging/setup_server.py
index 98e7e1c..dc20259 100644
--- a/scripts/packaging/setup_server.py
+++ b/scripts/packaging/setup_server.py
@@ -18,7 +18,8 @@
 """
 
 import os
-from setuptools import setup, find_packages
+
+from setuptools import find_packages, setup
 
 # Read the contents of README file
 this_directory = os.path.abspath(os.path.dirname(__file__))
@@ -139,11 +140,11 @@ def get_version():
 os.chdir(project_root)
 
 setup(
-    name="mirix-server",
+    name="intuit-ecms-server",
     version=get_version(),
     author="Mirix AI",
     author_email="yuwang@mirix.io",
-    description="Mirix Server - Multi-Agent Personal Assistant with Advanced Memory System",
+    description="Intuit ECMS Server - Multi-Agent Personal Assistant with Advanced Memory System",
     long_description=long_description,
     long_description_content_type="text/markdown",
     url="https://github.com/Mirix-AI/MIRIX",
@@ -201,4 +202,3 @@ def get_version():
     license="Apache License 2.0",
     zip_safe=False,
 )
-

From cc4df6551b62ef9074ffd2f6adb822ae0741a6e7 Mon Sep 17 00:00:00 2001
From: Lucas Parzych <lucas_parzych@intuit.com>
Date: Wed, 5 Nov 2025 13:59:26 -0800
Subject: [PATCH 3/6] chore: bump version

---
 mirix/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mirix/__init__.py b/mirix/__init__.py
index 271ca77..e4128c3 100755
--- a/mirix/__init__.py
+++ b/mirix/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "0.1.5"
+__version__ = "0.2.0"
 
 
 # import clients

From 5a754093d988c45f8cd9b108f1a7d988eeb9f5d4 Mon Sep 17 00:00:00 2001
From: Lucas Parzych <lucas_parzych@intuit.com>
Date: Wed, 5 Nov 2025 14:13:02 -0800
Subject: [PATCH 4/6] fix: fix packaging bugs

---
 intuit_ecms_client.egg-info/PKG-INFO          | 295 +++++++++++++++
 intuit_ecms_client.egg-info/SOURCES.txt       |  92 +++++
 .../dependency_links.txt                      |   1 +
 intuit_ecms_client.egg-info/not-zip-safe      |   1 +
 intuit_ecms_client.egg-info/requires.txt      |  15 +
 intuit_ecms_client.egg-info/top_level.txt     |   1 +
 intuit_ecms_server.egg-info/PKG-INFO          | 349 ++++++++++++++++++
 intuit_ecms_server.egg-info/SOURCES.txt       | 273 ++++++++++++++
 .../dependency_links.txt                      |   1 +
 intuit_ecms_server.egg-info/entry_points.txt  |   2 +
 intuit_ecms_server.egg-info/not-zip-safe      |   1 +
 intuit_ecms_server.egg-info/requires.txt      |  70 ++++
 intuit_ecms_server.egg-info/top_level.txt     |   1 +
 pyproject.toml                                |   2 +-
 scripts/packaging/build_packages.sh           |  28 ++
 15 files changed, 1131 insertions(+), 1 deletion(-)
 create mode 100644 intuit_ecms_client.egg-info/PKG-INFO
 create mode 100644 intuit_ecms_client.egg-info/SOURCES.txt
 create mode 100644 intuit_ecms_client.egg-info/dependency_links.txt
 create mode 100644 intuit_ecms_client.egg-info/not-zip-safe
 create mode 100644 intuit_ecms_client.egg-info/requires.txt
 create mode 100644 intuit_ecms_client.egg-info/top_level.txt
 create mode 100644 intuit_ecms_server.egg-info/PKG-INFO
 create mode 100644 intuit_ecms_server.egg-info/SOURCES.txt
 create mode 100644 intuit_ecms_server.egg-info/dependency_links.txt
 create mode 100644 intuit_ecms_server.egg-info/entry_points.txt
 create mode 100644 intuit_ecms_server.egg-info/not-zip-safe
 create mode 100644 intuit_ecms_server.egg-info/requires.txt
 create mode 100644 intuit_ecms_server.egg-info/top_level.txt

diff --git a/intuit_ecms_client.egg-info/PKG-INFO b/intuit_ecms_client.egg-info/PKG-INFO
new file mode 100644
index 0000000..1313f51
--- /dev/null
+++ b/intuit_ecms_client.egg-info/PKG-INFO
@@ -0,0 +1,295 @@
+Metadata-Version: 2.4
+Name: intuit-ecms-client
+Version: 0.2.0
+Summary: Intuit ECMS Client - Lightweight Python client for Intuit ECMS server
+Home-page: https://github.com/Mirix-AI/MIRIX
+Author: Mirix AI
+Author-email: yuwang@mirix.io
+License: Apache License 2.0
+Project-URL: Documentation, https://docs.mirix.io
+Project-URL: Website, https://mirix.io
+Project-URL: Source Code, https://github.com/Mirix-AI/MIRIX
+Project-URL: Bug Reports, https://github.com/Mirix-AI/MIRIX/issues
+Keywords: ai,memory,agent,llm,assistant,client,api
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Communications :: Chat
+Requires-Python: >=3.10
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: requests>=2.31.0
+Requires-Dist: pydantic>=2.0.0
+Requires-Dist: pydantic-settings>=2.0.0
+Requires-Dist: python-dotenv>=1.0.0
+Requires-Dist: httpx>=0.25.0
+Requires-Dist: rich<14.0.0,>=13.7.1
+Requires-Dist: pytz>=2024.1
+Provides-Extra: dev
+Requires-Dist: pytest>=6.0.0; extra == "dev"
+Requires-Dist: pytest-asyncio; extra == "dev"
+Requires-Dist: black; extra == "dev"
+Requires-Dist: isort; extra == "dev"
+Requires-Dist: flake8; extra == "dev"
+Requires-Dist: mypy; extra == "dev"
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: description-content-type
+Dynamic: home-page
+Dynamic: keywords
+Dynamic: license
+Dynamic: license-file
+Dynamic: project-url
+Dynamic: provides-extra
+Dynamic: requires-dist
+Dynamic: requires-python
+Dynamic: summary
+
+![Mirix Logo](https://github.com/RenKoya1/MIRIX/raw/main/assets/logo.png)
+
+## MIRIX - Multi-Agent Personal Assistant with an Advanced Memory System
+
+Your personal AI that builds memory through screen observation and natural conversation
+
+| 🌐 [Website](https://mirix.io) | 📚 [Documentation](https://docs.mirix.io) | 📄 [Paper](https://arxiv.org/abs/2507.07957) | 💬 [Discord](https://discord.gg/S6CeHNrJ) 
+<!-- | [Twitter/X](https://twitter.com/mirix_ai) | [Discord](https://discord.gg/S6CeHNrJ) | -->
+
+---
+
+### Key Features 🔥
+
+- **Multi-Agent Memory System:** Six specialized memory components (Core, Episodic, Semantic, Procedural, Resource, Knowledge Vault) managed by dedicated agents
+- **Screen Activity Tracking:** Continuous visual data capture and intelligent consolidation into structured memories  
+- **Privacy-First Design:** All long-term data stored locally with user-controlled privacy settings
+- **Advanced Search:** PostgreSQL-native BM25 full-text search with vector similarity support
+- **Multi-Modal Input:** Text, images, voice, and screen captures processed seamlessly
+
+### Quick Start
+**End-Users**: For end-users who want to build your own memory using MIRIX, please checkout the quick installation guide [here](https://docs.mirix.io/getting-started/installation/#quick-installation-dmg).
+
+**Developers**: For users who want to apply our memory system as the backend, please check out our [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/). Basically, you just need to run:
+```
+git clone git@github.com:Mirix-AI/MIRIX.git
+cd MIRIX
+
+# Create and activate virtual environment
+python -m venv mirix_env
+source mirix_env/bin/activate  # On Windows: mirix_env\Scripts\activate
+
+pip install -r requirements.txt
+```
+Then you can run the following python code:
+```python
+from mirix.agent import AgentWrapper
+
+# Initialize agent with configuration
+agent = AgentWrapper("./mirix/configs/mirix.yaml")
+
+# Send basic text information
+agent.send_message(
+    message="The moon now has a president.",
+    memorizing=True,
+    force_absorb_content=True
+)
+```
+For more details, please refer to [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/).
+
+## Python SDK (NEW!) 🎉
+
+We've created a simple [Python SDK](https://pypi.org/project/mirix/0.1.5/) that makes it incredibly easy to integrate Mirix's memory capabilities into your applications:
+
+### Installationhttps://pypi.org/project/mirix/0.1.5/
+```bash
+pip install mirix
+```
+
+### Quick Start with SDK
+```python
+from mirix import Mirix
+
+# Initialize memory agent (defaults to Google Gemini 2.0 Flash)
+memory_agent = Mirix(api_key="your-google-api-key")
+
+# Add memories
+memory_agent.add("The moon now has a president")
+memory_agent.add("John loves Italian food and is allergic to peanuts")
+
+# Chat with memory context
+response = memory_agent.chat("Does the moon have a president?")
+print(response)  # "Yes, according to my memory, the moon has a president."
+
+response = memory_agent.chat("What does John like to eat?") 
+print(response)  # "John loves Italian food. However, he's allergic to peanuts."
+```
+
+## Integration with Claude Agent SDK 🤝
+
+Mirix can be integrated with [Anthropic's Claude Agent SDK](https://docs.claude.com/en/api/agent-sdk/python) to give Claude persistent memory across conversations. This allows Claude to remember context, user preferences, and past interactions.
+
+### Basic Setup
+
+Here's a simple example of integrating Mirix with the Claude Agent SDK:
+
+```python
+#!/usr/bin/env python3
+import os
+import asyncio
+from claude_agent_sdk import query, ClaudeAgentOptions, AssistantMessage
+from mirix import Mirix
+from collections import deque
+from dotenv import load_dotenv
+load_dotenv()
+
+# Configuration
+MEMORY_UPDATE_INTERVAL = 3  # Update memory every N turns
+REINIT_INTERVAL = 1  # Rebuild system prompt (retrieve from Mirix) every N turns
+KEEP_LAST_N_TURNS = 50  # Keep last N turns in memory buffer
+
+def build_system_prompt(mirix_agent=None, user_id=None, conversation_buffer=""):
+    """Build system prompt with optional Mirix memory context"""
+    system_prompt = """You are a helpful assistant."""
+    
+    # Add Mirix memory context if available
+    if mirix_agent and user_id and conversation_buffer:
+        memory_context = mirix_agent.extract_memory_for_system_prompt(
+            conversation_buffer, user_id
+        )
+        if memory_context:
+            system_prompt += "\n\nRelevant Memory Context:\n" + memory_context
+    
+    return system_prompt
+
+async def run_agent():
+    """Run Claude Agent SDK with Mirix memory integration"""
+    
+    # Initialize Mirix memory agent
+    mirix_agent = Mirix(
+        model_name="gemini-2.0-flash",
+        api_key=os.getenv("GEMINI_API_KEY"),
+    )
+    user = mirix_agent.create_user(user_name="Alice")
+    
+    # Track conversation for memory updates
+    conversation_history = deque(maxlen=KEEP_LAST_N_TURNS)
+    turn_count = 0
+    turns_since_reinit = 0
+    session_id = None
+    
+    while True:
+        # Build system prompt with memory context
+        options = ClaudeAgentOptions(
+            resume=session_id,
+            allowed_tools=["Task", "Bash", "Read", "Edit", "Write", "WebSearch"],
+            system_prompt=build_system_prompt(
+                mirix_agent, user.id, 
+                "\n".join([f"User: {u}\nAssistant: {a}" for u, a in conversation_history])
+            ),
+            model="claude-sonnet-4-5",
+            max_turns=50
+        )
+        
+        user_input = input("User: ").strip()
+        if user_input.lower() in ['exit', 'quit', 'bye']:
+            break
+        
+        # Get Claude's response
+        assistant_response = ""
+        async for message in query(prompt=user_input, options=options):
+            if hasattr(message, 'subtype') and message.subtype == 'init':
+                session_id = message.data.get('session_id')
+            
+            if isinstance(message, AssistantMessage):
+                for block in message.content:
+                    if hasattr(block, 'text'):
+                        assistant_response += block.text
+                        print(block.text, flush=True)
+        
+        # Update conversation history
+        conversation_history.append((user_input, assistant_response))
+        turn_count += 1
+        turns_since_reinit += 1
+        
+        # Periodically update Mirix memory
+        if turn_count % MEMORY_UPDATE_INTERVAL == 0:
+            combined = "\n".join([
+                f"[User] {u}\n[Assistant] {a}" 
+                for u, a in conversation_history
+            ])
+            await asyncio.to_thread(mirix_agent.add, combined, user_id=user.id)
+            print("✅ Memory updated!")
+
+if __name__ == "__main__":
+    asyncio.run(run_agent())
+```
+
+### Key Benefits
+
+- **Persistent Memory:** Mirix helps Claude remember facts, preferences, and context across sessions
+- **Intelligent Retrieval:** Mirix automatically retrieves relevant memories for each conversation
+- **Scalable:** Works with conversations of any length without token limit issues
+- **Flexible Updates:** Configure how often to update memory (e.g., every N turns)
+
+### Example Usage
+
+```bash
+cd samples
+
+# Install dependencies
+pip install mirix claude-agent-sdk python-dotenv
+
+# Set environment variables
+export GEMINI_API_KEY="your-google-api-key"
+export ANTHROPIC_API_KEY="your-anthropic-api-key"
+
+# Run the agent
+python claude_agent.py
+```
+
+## License
+
+Mirix is released under the Apache License 2.0. See the [LICENSE](LICENSE) file for more details.
+
+## Contact
+
+For questions, suggestions, or issues, please open an issue on the GitHub repository or contact us at `yuwang@mirix.io`
+
+## Join Our Community
+
+Connect with other Mirix users, share your thoughts, and get support:
+
+### 💬 Discord Community
+Join our Discord server for real-time discussions, support, and community updates:
+**[https://discord.gg/S6CeHNrJ](https://discord.gg/S6CeHNrJ)**
+
+### 🎯 Weekly Discussion Sessions
+We host weekly discussion sessions where you can:
+- Discuss issues and bugs
+- Share ideas about future directions
+- Get general consultations and support
+- Connect with the development team and community
+
+**📅 Schedule:** Friday nights, 8-9 PM PST  
+**🔗 Zoom Link:** [https://ucsd.zoom.us/j/96278791276](https://ucsd.zoom.us/j/96278791276)
+
+### 📱 WeChat Group
+<div align="center">
+<img src="frontend/public/wechat-qr.jpg" alt="WeChat QR Code" width="200"/><br/>
+<strong>WeChat Group</strong>
+</div>
+
+## Star History
+
+[![Star History Chart](https://api.star-history.com/svg?repos=Mirix-AI/MIRIX&type=Date)](https://star-history.com/#Mirix-AI/MIRIX.&Date)
+
+## Acknowledgement
+We would like to thank [Letta](https://github.com/letta-ai/letta) for open-sourcing their framework, which served as the foundation for the memory system in this project.
diff --git a/intuit_ecms_client.egg-info/SOURCES.txt b/intuit_ecms_client.egg-info/SOURCES.txt
new file mode 100644
index 0000000..a89865b
--- /dev/null
+++ b/intuit_ecms_client.egg-info/SOURCES.txt
@@ -0,0 +1,92 @@
+LICENSE
+MANIFEST.in
+README.md
+setup.py
+./mirix/client/__init__.py
+./mirix/client/client.py
+./mirix/client/remote_client.py
+./mirix/helpers/__init__.py
+./mirix/helpers/converters.py
+./mirix/helpers/datetime_helpers.py
+./mirix/helpers/json_helpers.py
+./mirix/helpers/message_helpers.py
+./mirix/helpers/tool_rule_solver.py
+./mirix/schemas/__init__.py
+./mirix/schemas/agent.py
+./mirix/schemas/block.py
+./mirix/schemas/cloud_file_mapping.py
+./mirix/schemas/embedding_config.py
+./mirix/schemas/enums.py
+./mirix/schemas/environment_variables.py
+./mirix/schemas/episodic_memory.py
+./mirix/schemas/file.py
+./mirix/schemas/health.py
+./mirix/schemas/knowledge_vault.py
+./mirix/schemas/llm_config.py
+./mirix/schemas/memory.py
+./mirix/schemas/message.py
+./mirix/schemas/mirix_base.py
+./mirix/schemas/mirix_message.py
+./mirix/schemas/mirix_message_content.py
+./mirix/schemas/mirix_request.py
+./mirix/schemas/mirix_response.py
+./mirix/schemas/organization.py
+./mirix/schemas/procedural_memory.py
+./mirix/schemas/providers.py
+./mirix/schemas/resource_memory.py
+./mirix/schemas/sandbox_config.py
+./mirix/schemas/semantic_memory.py
+./mirix/schemas/source.py
+./mirix/schemas/step.py
+./mirix/schemas/tool.py
+./mirix/schemas/tool_rule.py
+./mirix/schemas/usage.py
+./mirix/schemas/user.py
+./mirix/schemas/openai/__init__.py
+./mirix/schemas/openai/chat_completion_request.py
+./mirix/schemas/openai/chat_completion_response.py
+./mirix/schemas/openai/chat_completions.py
+./mirix/schemas/openai/embedding_response.py
+./mirix/schemas/openai/openai.py
+assets/icon.png
+assets/logo.png
+mirix/configs/mirix.yaml
+mirix/configs/examples/mirix_azure.yaml
+mirix/configs/examples/mirix_claude.yaml
+mirix/configs/examples/mirix_gemini.yaml
+mirix/configs/examples/mirix_openai.yaml
+mirix/configs/legacy_configs/mirix.yaml
+mirix/configs/legacy_configs/mirix_azure_example.yaml
+mirix/configs/legacy_configs/mirix_custom_model.yaml
+mirix/configs/legacy_configs/mirix_custom_prompts.yaml
+mirix/configs/legacy_configs/mirix_gemini.yaml
+mirix/configs/legacy_configs/mirix_gpt4.yaml
+mirix/configs/legacy_configs/mirix_gpt4o-mini.yaml
+mirix/configs/legacy_configs/mirix_monitor.yaml
+mirix/prompts/personas/chill_buddy.txt
+mirix/prompts/personas/concise_analyst.txt
+mirix/prompts/personas/friendly_conversationalist.txt
+mirix/prompts/personas/helpful_assistant.txt
+mirix/prompts/personas/playful_Ironist.txt
+mirix/prompts/personas/project_manager.txt
+mirix/prompts/system/base/background_agent.txt
+mirix/prompts/system/base/chat_agent.txt
+mirix/prompts/system/base/core_memory_agent.txt
+mirix/prompts/system/base/episodic_memory_agent.txt
+mirix/prompts/system/base/knowledge_vault_memory_agent.txt
+mirix/prompts/system/base/meta_memory_agent.txt
+mirix/prompts/system/base/procedural_memory_agent.txt
+mirix/prompts/system/base/reflexion_agent.txt
+mirix/prompts/system/base/resource_memory_agent.txt
+mirix/prompts/system/base/semantic_memory_agent.txt
+mirix/prompts/system/screen_monitor/background_agent.txt
+mirix/prompts/system/screen_monitor/chat_agent.txt
+mirix/prompts/system/screen_monitor/chat_agent_monitor_on.txt
+mirix/prompts/system/screen_monitor/core_memory_agent.txt
+mirix/prompts/system/screen_monitor/episodic_memory_agent.txt
+mirix/prompts/system/screen_monitor/knowledge_vault_memory_agent.txt
+mirix/prompts/system/screen_monitor/meta_memory_agent.txt
+mirix/prompts/system/screen_monitor/procedural_memory_agent.txt
+mirix/prompts/system/screen_monitor/reflexion_agent.txt
+mirix/prompts/system/screen_monitor/resource_memory_agent.txt
+mirix/prompts/system/screen_monitor/semantic_memory_agent.txt
\ No newline at end of file
diff --git a/intuit_ecms_client.egg-info/dependency_links.txt b/intuit_ecms_client.egg-info/dependency_links.txt
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/intuit_ecms_client.egg-info/dependency_links.txt
@@ -0,0 +1 @@
+
diff --git a/intuit_ecms_client.egg-info/not-zip-safe b/intuit_ecms_client.egg-info/not-zip-safe
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/intuit_ecms_client.egg-info/not-zip-safe
@@ -0,0 +1 @@
+
diff --git a/intuit_ecms_client.egg-info/requires.txt b/intuit_ecms_client.egg-info/requires.txt
new file mode 100644
index 0000000..bfbb112
--- /dev/null
+++ b/intuit_ecms_client.egg-info/requires.txt
@@ -0,0 +1,15 @@
+requests>=2.31.0
+pydantic>=2.0.0
+pydantic-settings>=2.0.0
+python-dotenv>=1.0.0
+httpx>=0.25.0
+rich<14.0.0,>=13.7.1
+pytz>=2024.1
+
+[dev]
+pytest>=6.0.0
+pytest-asyncio
+black
+isort
+flake8
+mypy
diff --git a/intuit_ecms_client.egg-info/top_level.txt b/intuit_ecms_client.egg-info/top_level.txt
new file mode 100644
index 0000000..a20b1e6
--- /dev/null
+++ b/intuit_ecms_client.egg-info/top_level.txt
@@ -0,0 +1 @@
+mirix
diff --git a/intuit_ecms_server.egg-info/PKG-INFO b/intuit_ecms_server.egg-info/PKG-INFO
new file mode 100644
index 0000000..9c95e6a
--- /dev/null
+++ b/intuit_ecms_server.egg-info/PKG-INFO
@@ -0,0 +1,349 @@
+Metadata-Version: 2.4
+Name: intuit-ecms-server
+Version: 0.2.0
+Summary: Intuit ECMS Server - Multi-Agent Personal Assistant with Advanced Memory System
+Home-page: https://github.com/Mirix-AI/MIRIX
+Author: Mirix AI
+Author-email: yuwang@mirix.io
+License: Apache License 2.0
+Project-URL: Documentation, https://docs.mirix.io
+Project-URL: Website, https://mirix.io
+Project-URL: Source Code, https://github.com/Mirix-AI/MIRIX
+Project-URL: Bug Reports, https://github.com/Mirix-AI/MIRIX/issues
+Keywords: ai,memory,agent,llm,assistant,chatbot,multimodal,server,fastapi
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Communications :: Chat
+Classifier: Framework :: FastAPI
+Requires-Python: >=3.10
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: pytz>=2024.1
+Requires-Dist: numpy>=1.24.0
+Requires-Dist: pandas>=2.0.0
+Requires-Dist: openpyxl>=3.1.0
+Requires-Dist: Markdown>=3.5.0
+Requires-Dist: Pillow<11.0.0,>=10.2.0
+Requires-Dist: scikit-image>=0.22.0
+Requires-Dist: openai==1.72.0
+Requires-Dist: tiktoken>=0.5.0
+Requires-Dist: google-genai>=0.4.0
+Requires-Dist: anthropic>=0.23.0
+Requires-Dist: cohere>=4.0.0
+Requires-Dist: fastapi>=0.104.1
+Requires-Dist: uvicorn[standard]>=0.31.1
+Requires-Dist: python-multipart>=0.0.6
+Requires-Dist: httpx>=0.25.0
+Requires-Dist: httpx_sse>=0.3.0
+Requires-Dist: sqlalchemy>=2.0.0
+Requires-Dist: psycopg2-binary>=2.9.0
+Requires-Dist: pg8000>=1.30.0
+Requires-Dist: pgvector>=0.2.0
+Requires-Dist: redis>=5.0.0
+Requires-Dist: pydantic>=2.0.0
+Requires-Dist: pydantic-settings>=2.0.0
+Requires-Dist: python-dotenv>=1.0.0
+Requires-Dist: demjson3>=3.0.0
+Requires-Dist: pathvalidate>=3.0.0
+Requires-Dist: docstring_parser>=0.15
+Requires-Dist: jinja2>=3.1.0
+Requires-Dist: humps>=0.2.0
+Requires-Dist: colorama>=0.4.0
+Requires-Dist: rapidfuzz>=3.0.0
+Requires-Dist: rank-bm25>=0.2.0
+Requires-Dist: psutil>=5.9.0
+Requires-Dist: json_repair>=0.12.0
+Requires-Dist: rich<14.0.0,>=13.7.1
+Requires-Dist: anyio>=4.7.0
+Requires-Dist: pyyaml>=6.0.0
+Requires-Dist: requests>=2.31.0
+Requires-Dist: llama_index>=0.9.0
+Requires-Dist: llama-index-embeddings-google-genai>=0.1.0
+Requires-Dist: composio>=0.3.0
+Requires-Dist: mcp>=0.1.0
+Requires-Dist: google-auth>=2.0.0
+Requires-Dist: google-auth-oauthlib>=1.0.0
+Requires-Dist: google-auth-httplib2>=0.1.0
+Requires-Dist: google-api-python-client>=2.0.0
+Requires-Dist: opentelemetry-api>=1.20.0
+Requires-Dist: opentelemetry-sdk>=1.20.0
+Requires-Dist: opentelemetry-exporter-otlp>=1.20.0
+Requires-Dist: opentelemetry-instrumentation-requests>=0.41b0
+Provides-Extra: dev
+Requires-Dist: pytest>=6.0.0; extra == "dev"
+Requires-Dist: pytest-asyncio>=0.21.0; extra == "dev"
+Requires-Dist: pytest-cov>=4.0.0; extra == "dev"
+Requires-Dist: black>=23.0.0; extra == "dev"
+Requires-Dist: isort>=5.12.0; extra == "dev"
+Requires-Dist: flake8>=6.0.0; extra == "dev"
+Requires-Dist: mypy>=1.5.0; extra == "dev"
+Requires-Dist: ruff>=0.1.0; extra == "dev"
+Requires-Dist: pyright>=1.1.0; extra == "dev"
+Provides-Extra: voice
+Requires-Dist: SpeechRecognition>=3.10.0; extra == "voice"
+Requires-Dist: pydub>=0.25.0; extra == "voice"
+Provides-Extra: full
+Requires-Dist: SpeechRecognition>=3.10.0; extra == "full"
+Requires-Dist: pydub>=0.25.0; extra == "full"
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: description
+Dynamic: description-content-type
+Dynamic: home-page
+Dynamic: keywords
+Dynamic: license
+Dynamic: license-file
+Dynamic: project-url
+Dynamic: provides-extra
+Dynamic: requires-dist
+Dynamic: requires-python
+Dynamic: summary
+
+![Mirix Logo](https://github.com/RenKoya1/MIRIX/raw/main/assets/logo.png)
+
+## MIRIX - Multi-Agent Personal Assistant with an Advanced Memory System
+
+Your personal AI that builds memory through screen observation and natural conversation
+
+| 🌐 [Website](https://mirix.io) | 📚 [Documentation](https://docs.mirix.io) | 📄 [Paper](https://arxiv.org/abs/2507.07957) | 💬 [Discord](https://discord.gg/S6CeHNrJ) 
+<!-- | [Twitter/X](https://twitter.com/mirix_ai) | [Discord](https://discord.gg/S6CeHNrJ) | -->
+
+---
+
+### Key Features 🔥
+
+- **Multi-Agent Memory System:** Six specialized memory components (Core, Episodic, Semantic, Procedural, Resource, Knowledge Vault) managed by dedicated agents
+- **Screen Activity Tracking:** Continuous visual data capture and intelligent consolidation into structured memories  
+- **Privacy-First Design:** All long-term data stored locally with user-controlled privacy settings
+- **Advanced Search:** PostgreSQL-native BM25 full-text search with vector similarity support
+- **Multi-Modal Input:** Text, images, voice, and screen captures processed seamlessly
+
+### Quick Start
+**End-Users**: For end-users who want to build your own memory using MIRIX, please checkout the quick installation guide [here](https://docs.mirix.io/getting-started/installation/#quick-installation-dmg).
+
+**Developers**: For users who want to apply our memory system as the backend, please check out our [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/). Basically, you just need to run:
+```
+git clone git@github.com:Mirix-AI/MIRIX.git
+cd MIRIX
+
+# Create and activate virtual environment
+python -m venv mirix_env
+source mirix_env/bin/activate  # On Windows: mirix_env\Scripts\activate
+
+pip install -r requirements.txt
+```
+Then you can run the following python code:
+```python
+from mirix.agent import AgentWrapper
+
+# Initialize agent with configuration
+agent = AgentWrapper("./mirix/configs/mirix.yaml")
+
+# Send basic text information
+agent.send_message(
+    message="The moon now has a president.",
+    memorizing=True,
+    force_absorb_content=True
+)
+```
+For more details, please refer to [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/).
+
+## Python SDK (NEW!) 🎉
+
+We've created a simple [Python SDK](https://pypi.org/project/mirix/0.1.5/) that makes it incredibly easy to integrate Mirix's memory capabilities into your applications:
+
+### Installationhttps://pypi.org/project/mirix/0.1.5/
+```bash
+pip install mirix
+```
+
+### Quick Start with SDK
+```python
+from mirix import Mirix
+
+# Initialize memory agent (defaults to Google Gemini 2.0 Flash)
+memory_agent = Mirix(api_key="your-google-api-key")
+
+# Add memories
+memory_agent.add("The moon now has a president")
+memory_agent.add("John loves Italian food and is allergic to peanuts")
+
+# Chat with memory context
+response = memory_agent.chat("Does the moon have a president?")
+print(response)  # "Yes, according to my memory, the moon has a president."
+
+response = memory_agent.chat("What does John like to eat?") 
+print(response)  # "John loves Italian food. However, he's allergic to peanuts."
+```
+
+## Integration with Claude Agent SDK 🤝
+
+Mirix can be integrated with [Anthropic's Claude Agent SDK](https://docs.claude.com/en/api/agent-sdk/python) to give Claude persistent memory across conversations. This allows Claude to remember context, user preferences, and past interactions.
+
+### Basic Setup
+
+Here's a simple example of integrating Mirix with the Claude Agent SDK:
+
+```python
+#!/usr/bin/env python3
+import os
+import asyncio
+from claude_agent_sdk import query, ClaudeAgentOptions, AssistantMessage
+from mirix import Mirix
+from collections import deque
+from dotenv import load_dotenv
+load_dotenv()
+
+# Configuration
+MEMORY_UPDATE_INTERVAL = 3  # Update memory every N turns
+REINIT_INTERVAL = 1  # Rebuild system prompt (retrieve from Mirix) every N turns
+KEEP_LAST_N_TURNS = 50  # Keep last N turns in memory buffer
+
+def build_system_prompt(mirix_agent=None, user_id=None, conversation_buffer=""):
+    """Build system prompt with optional Mirix memory context"""
+    system_prompt = """You are a helpful assistant."""
+    
+    # Add Mirix memory context if available
+    if mirix_agent and user_id and conversation_buffer:
+        memory_context = mirix_agent.extract_memory_for_system_prompt(
+            conversation_buffer, user_id
+        )
+        if memory_context:
+            system_prompt += "\n\nRelevant Memory Context:\n" + memory_context
+    
+    return system_prompt
+
+async def run_agent():
+    """Run Claude Agent SDK with Mirix memory integration"""
+    
+    # Initialize Mirix memory agent
+    mirix_agent = Mirix(
+        model_name="gemini-2.0-flash",
+        api_key=os.getenv("GEMINI_API_KEY"),
+    )
+    user = mirix_agent.create_user(user_name="Alice")
+    
+    # Track conversation for memory updates
+    conversation_history = deque(maxlen=KEEP_LAST_N_TURNS)
+    turn_count = 0
+    turns_since_reinit = 0
+    session_id = None
+    
+    while True:
+        # Build system prompt with memory context
+        options = ClaudeAgentOptions(
+            resume=session_id,
+            allowed_tools=["Task", "Bash", "Read", "Edit", "Write", "WebSearch"],
+            system_prompt=build_system_prompt(
+                mirix_agent, user.id, 
+                "\n".join([f"User: {u}\nAssistant: {a}" for u, a in conversation_history])
+            ),
+            model="claude-sonnet-4-5",
+            max_turns=50
+        )
+        
+        user_input = input("User: ").strip()
+        if user_input.lower() in ['exit', 'quit', 'bye']:
+            break
+        
+        # Get Claude's response
+        assistant_response = ""
+        async for message in query(prompt=user_input, options=options):
+            if hasattr(message, 'subtype') and message.subtype == 'init':
+                session_id = message.data.get('session_id')
+            
+            if isinstance(message, AssistantMessage):
+                for block in message.content:
+                    if hasattr(block, 'text'):
+                        assistant_response += block.text
+                        print(block.text, flush=True)
+        
+        # Update conversation history
+        conversation_history.append((user_input, assistant_response))
+        turn_count += 1
+        turns_since_reinit += 1
+        
+        # Periodically update Mirix memory
+        if turn_count % MEMORY_UPDATE_INTERVAL == 0:
+            combined = "\n".join([
+                f"[User] {u}\n[Assistant] {a}" 
+                for u, a in conversation_history
+            ])
+            await asyncio.to_thread(mirix_agent.add, combined, user_id=user.id)
+            print("✅ Memory updated!")
+
+if __name__ == "__main__":
+    asyncio.run(run_agent())
+```
+
+### Key Benefits
+
+- **Persistent Memory:** Mirix helps Claude remember facts, preferences, and context across sessions
+- **Intelligent Retrieval:** Mirix automatically retrieves relevant memories for each conversation
+- **Scalable:** Works with conversations of any length without token limit issues
+- **Flexible Updates:** Configure how often to update memory (e.g., every N turns)
+
+### Example Usage
+
+```bash
+cd samples
+
+# Install dependencies
+pip install mirix claude-agent-sdk python-dotenv
+
+# Set environment variables
+export GEMINI_API_KEY="your-google-api-key"
+export ANTHROPIC_API_KEY="your-anthropic-api-key"
+
+# Run the agent
+python claude_agent.py
+```
+
+## License
+
+Mirix is released under the Apache License 2.0. See the [LICENSE](LICENSE) file for more details.
+
+## Contact
+
+For questions, suggestions, or issues, please open an issue on the GitHub repository or contact us at `yuwang@mirix.io`
+
+## Join Our Community
+
+Connect with other Mirix users, share your thoughts, and get support:
+
+### 💬 Discord Community
+Join our Discord server for real-time discussions, support, and community updates:
+**[https://discord.gg/S6CeHNrJ](https://discord.gg/S6CeHNrJ)**
+
+### 🎯 Weekly Discussion Sessions
+We host weekly discussion sessions where you can:
+- Discuss issues and bugs
+- Share ideas about future directions
+- Get general consultations and support
+- Connect with the development team and community
+
+**📅 Schedule:** Friday nights, 8-9 PM PST  
+**🔗 Zoom Link:** [https://ucsd.zoom.us/j/96278791276](https://ucsd.zoom.us/j/96278791276)
+
+### 📱 WeChat Group
+<div align="center">
+<img src="frontend/public/wechat-qr.jpg" alt="WeChat QR Code" width="200"/><br/>
+<strong>WeChat Group</strong>
+</div>
+
+## Star History
+
+[![Star History Chart](https://api.star-history.com/svg?repos=Mirix-AI/MIRIX&type=Date)](https://star-history.com/#Mirix-AI/MIRIX.&Date)
+
+## Acknowledgement
+We would like to thank [Letta](https://github.com/letta-ai/letta) for open-sourcing their framework, which served as the foundation for the memory system in this project.
diff --git a/intuit_ecms_server.egg-info/SOURCES.txt b/intuit_ecms_server.egg-info/SOURCES.txt
new file mode 100644
index 0000000..b4ffb4b
--- /dev/null
+++ b/intuit_ecms_server.egg-info/SOURCES.txt
@@ -0,0 +1,273 @@
+LICENSE
+MANIFEST.in
+README.md
+setup.py
+./mirix/__init__.py
+./mirix/__main__.py
+./mirix/config.py
+./mirix/constants.py
+./mirix/embeddings.py
+./mirix/errors.py
+./mirix/interface.py
+./mirix/log.py
+./mirix/memory.py
+./mirix/sdk.py
+./mirix/settings.py
+./mirix/system.py
+./mirix/tracing.py
+./mirix/utils.py
+./mirix/voice_utils.py
+./mirix/agent/__init__.py
+./mirix/agent/agent.py
+./mirix/agent/agent_configs.py
+./mirix/agent/agent_states.py
+./mirix/agent/app_constants.py
+./mirix/agent/app_utils.py
+./mirix/agent/background_agent.py
+./mirix/agent/core_memory_agent.py
+./mirix/agent/episodic_memory_agent.py
+./mirix/agent/knowledge_vault_memory_agent.py
+./mirix/agent/message_queue.py
+./mirix/agent/meta_agent.py
+./mirix/agent/meta_memory_agent.py
+./mirix/agent/procedural_memory_agent.py
+./mirix/agent/reflexion_agent.py
+./mirix/agent/resource_memory_agent.py
+./mirix/agent/semantic_memory_agent.py
+./mirix/agent/temporary_message_accumulator.py
+./mirix/agent/upload_manager.py
+./mirix/client/__init__.py
+./mirix/client/client.py
+./mirix/client/remote_client.py
+./mirix/configs/__init__.py
+./mirix/configs/mirix.yaml
+./mirix/configs/examples/mirix_azure.yaml
+./mirix/configs/examples/mirix_claude.yaml
+./mirix/configs/examples/mirix_gemini.yaml
+./mirix/configs/examples/mirix_openai.yaml
+./mirix/configs/legacy_configs/mirix.yaml
+./mirix/configs/legacy_configs/mirix_azure_example.yaml
+./mirix/configs/legacy_configs/mirix_custom_model.yaml
+./mirix/configs/legacy_configs/mirix_custom_prompts.yaml
+./mirix/configs/legacy_configs/mirix_gemini.yaml
+./mirix/configs/legacy_configs/mirix_gpt4.yaml
+./mirix/configs/legacy_configs/mirix_gpt4o-mini.yaml
+./mirix/configs/legacy_configs/mirix_monitor.yaml
+./mirix/database/__init__.py
+./mirix/database/pglite_connector.py
+./mirix/database/redis_client.py
+./mirix/database/schema_extractor.py
+./mirix/functions/__init__.py
+./mirix/functions/ast_parsers.py
+./mirix/functions/functions.py
+./mirix/functions/helpers.py
+./mirix/functions/schema_generator.py
+./mirix/functions/function_sets/__init__.py
+./mirix/functions/function_sets/base.py
+./mirix/functions/function_sets/extras.py
+./mirix/functions/function_sets/memory_tools.py
+./mirix/functions/mcp_client/__init__.py
+./mirix/functions/mcp_client/base_client.py
+./mirix/functions/mcp_client/exceptions.py
+./mirix/functions/mcp_client/gmail_client.py
+./mirix/functions/mcp_client/manager.py
+./mirix/functions/mcp_client/stdio_client.py
+./mirix/functions/mcp_client/types.py
+./mirix/helpers/__init__.py
+./mirix/helpers/converters.py
+./mirix/helpers/datetime_helpers.py
+./mirix/helpers/json_helpers.py
+./mirix/helpers/message_helpers.py
+./mirix/helpers/tool_rule_solver.py
+./mirix/llm_api/__init__.py
+./mirix/llm_api/anthropic.py
+./mirix/llm_api/anthropic_client.py
+./mirix/llm_api/aws_bedrock.py
+./mirix/llm_api/azure_openai.py
+./mirix/llm_api/azure_openai_client.py
+./mirix/llm_api/azure_openai_constants.py
+./mirix/llm_api/cohere.py
+./mirix/llm_api/cohere_client.py
+./mirix/llm_api/google_ai.py
+./mirix/llm_api/google_ai_client.py
+./mirix/llm_api/helpers.py
+./mirix/llm_api/llm_api_tools.py
+./mirix/llm_api/llm_client.py
+./mirix/llm_api/llm_client_base.py
+./mirix/llm_api/mistral.py
+./mirix/llm_api/openai.py
+./mirix/llm_api/openai_client.py
+./mirix/orm/__all__.py
+./mirix/orm/__init__.py
+./mirix/orm/agent.py
+./mirix/orm/base.py
+./mirix/orm/block.py
+./mirix/orm/blocks_agents.py
+./mirix/orm/cloud_file_mapping.py
+./mirix/orm/custom_columns.py
+./mirix/orm/enums.py
+./mirix/orm/episodic_memory.py
+./mirix/orm/errors.py
+./mirix/orm/file.py
+./mirix/orm/knowledge_vault.py
+./mirix/orm/message.py
+./mirix/orm/mixins.py
+./mirix/orm/organization.py
+./mirix/orm/procedural_memory.py
+./mirix/orm/provider.py
+./mirix/orm/resource_memory.py
+./mirix/orm/semantic_memory.py
+./mirix/orm/sqlalchemy_base.py
+./mirix/orm/sqlite_functions.py
+./mirix/orm/step.py
+./mirix/orm/tool.py
+./mirix/orm/tools_agents.py
+./mirix/orm/user.py
+./mirix/prompts/__init__.py
+./mirix/prompts/gpt_persona.py
+./mirix/prompts/gpt_summarize.py
+./mirix/prompts/gpt_system.py
+./mirix/prompts/personas/chill_buddy.txt
+./mirix/prompts/personas/concise_analyst.txt
+./mirix/prompts/personas/friendly_conversationalist.txt
+./mirix/prompts/personas/helpful_assistant.txt
+./mirix/prompts/personas/playful_Ironist.txt
+./mirix/prompts/personas/project_manager.txt
+./mirix/prompts/system/base/background_agent.txt
+./mirix/prompts/system/base/chat_agent.txt
+./mirix/prompts/system/base/core_memory_agent.txt
+./mirix/prompts/system/base/episodic_memory_agent.txt
+./mirix/prompts/system/base/knowledge_vault_memory_agent.txt
+./mirix/prompts/system/base/meta_memory_agent.txt
+./mirix/prompts/system/base/procedural_memory_agent.txt
+./mirix/prompts/system/base/reflexion_agent.txt
+./mirix/prompts/system/base/resource_memory_agent.txt
+./mirix/prompts/system/base/semantic_memory_agent.txt
+./mirix/prompts/system/screen_monitor/background_agent.txt
+./mirix/prompts/system/screen_monitor/chat_agent.txt
+./mirix/prompts/system/screen_monitor/chat_agent_monitor_on.txt
+./mirix/prompts/system/screen_monitor/core_memory_agent.txt
+./mirix/prompts/system/screen_monitor/episodic_memory_agent.txt
+./mirix/prompts/system/screen_monitor/knowledge_vault_memory_agent.txt
+./mirix/prompts/system/screen_monitor/meta_memory_agent.txt
+./mirix/prompts/system/screen_monitor/procedural_memory_agent.txt
+./mirix/prompts/system/screen_monitor/reflexion_agent.txt
+./mirix/prompts/system/screen_monitor/resource_memory_agent.txt
+./mirix/prompts/system/screen_monitor/semantic_memory_agent.txt
+./mirix/queue/__init__.py
+./mirix/queue/config.py
+./mirix/queue/kafka_queue.py
+./mirix/queue/manager.py
+./mirix/queue/memory_queue.py
+./mirix/queue/message_pb2.py
+./mirix/queue/queue_interface.py
+./mirix/queue/queue_util.py
+./mirix/queue/worker.py
+./mirix/schemas/__init__.py
+./mirix/schemas/agent.py
+./mirix/schemas/block.py
+./mirix/schemas/cloud_file_mapping.py
+./mirix/schemas/embedding_config.py
+./mirix/schemas/enums.py
+./mirix/schemas/environment_variables.py
+./mirix/schemas/episodic_memory.py
+./mirix/schemas/file.py
+./mirix/schemas/health.py
+./mirix/schemas/knowledge_vault.py
+./mirix/schemas/llm_config.py
+./mirix/schemas/memory.py
+./mirix/schemas/message.py
+./mirix/schemas/mirix_base.py
+./mirix/schemas/mirix_message.py
+./mirix/schemas/mirix_message_content.py
+./mirix/schemas/mirix_request.py
+./mirix/schemas/mirix_response.py
+./mirix/schemas/organization.py
+./mirix/schemas/procedural_memory.py
+./mirix/schemas/providers.py
+./mirix/schemas/resource_memory.py
+./mirix/schemas/sandbox_config.py
+./mirix/schemas/semantic_memory.py
+./mirix/schemas/source.py
+./mirix/schemas/step.py
+./mirix/schemas/tool.py
+./mirix/schemas/tool_rule.py
+./mirix/schemas/usage.py
+./mirix/schemas/user.py
+./mirix/schemas/openai/__init__.py
+./mirix/schemas/openai/chat_completion_request.py
+./mirix/schemas/openai/chat_completion_response.py
+./mirix/schemas/openai/chat_completions.py
+./mirix/schemas/openai/embedding_response.py
+./mirix/schemas/openai/openai.py
+./mirix/server/__init__.py
+./mirix/server/constants.py
+./mirix/server/rest_api.py
+./mirix/server/server.py
+./mirix/server/startup.sh
+./mirix/server/utils.py
+./mirix/services/__init__.py
+./mirix/services/agent_manager.py
+./mirix/services/block_manager.py
+./mirix/services/cloud_file_mapping_manager.py
+./mirix/services/episodic_memory_manager.py
+./mirix/services/file_manager.py
+./mirix/services/knowledge_vault_manager.py
+./mirix/services/mcp_marketplace.py
+./mirix/services/mcp_tool_registry.py
+./mirix/services/message_manager.py
+./mirix/services/organization_manager.py
+./mirix/services/per_agent_lock_manager.py
+./mirix/services/procedural_memory_manager.py
+./mirix/services/provider_manager.py
+./mirix/services/resource_memory_manager.py
+./mirix/services/semantic_memory_manager.py
+./mirix/services/step_manager.py
+./mirix/services/tool_execution_sandbox.py
+./mirix/services/tool_manager.py
+./mirix/services/user_manager.py
+./mirix/services/utils.py
+./mirix/services/helpers/__init__.py
+./mirix/services/helpers/agent_manager_helper.py
+assets/icon.png
+assets/logo.png
+mirix/configs/mirix.yaml
+mirix/configs/examples/mirix_azure.yaml
+mirix/configs/examples/mirix_claude.yaml
+mirix/configs/examples/mirix_gemini.yaml
+mirix/configs/examples/mirix_openai.yaml
+mirix/configs/legacy_configs/mirix.yaml
+mirix/configs/legacy_configs/mirix_azure_example.yaml
+mirix/configs/legacy_configs/mirix_custom_model.yaml
+mirix/configs/legacy_configs/mirix_custom_prompts.yaml
+mirix/configs/legacy_configs/mirix_gemini.yaml
+mirix/configs/legacy_configs/mirix_gpt4.yaml
+mirix/configs/legacy_configs/mirix_gpt4o-mini.yaml
+mirix/configs/legacy_configs/mirix_monitor.yaml
+mirix/prompts/personas/chill_buddy.txt
+mirix/prompts/personas/concise_analyst.txt
+mirix/prompts/personas/friendly_conversationalist.txt
+mirix/prompts/personas/helpful_assistant.txt
+mirix/prompts/personas/playful_Ironist.txt
+mirix/prompts/personas/project_manager.txt
+mirix/prompts/system/base/background_agent.txt
+mirix/prompts/system/base/chat_agent.txt
+mirix/prompts/system/base/core_memory_agent.txt
+mirix/prompts/system/base/episodic_memory_agent.txt
+mirix/prompts/system/base/knowledge_vault_memory_agent.txt
+mirix/prompts/system/base/meta_memory_agent.txt
+mirix/prompts/system/base/procedural_memory_agent.txt
+mirix/prompts/system/base/reflexion_agent.txt
+mirix/prompts/system/base/resource_memory_agent.txt
+mirix/prompts/system/base/semantic_memory_agent.txt
+mirix/prompts/system/screen_monitor/background_agent.txt
+mirix/prompts/system/screen_monitor/chat_agent.txt
+mirix/prompts/system/screen_monitor/chat_agent_monitor_on.txt
+mirix/prompts/system/screen_monitor/core_memory_agent.txt
+mirix/prompts/system/screen_monitor/episodic_memory_agent.txt
+mirix/prompts/system/screen_monitor/knowledge_vault_memory_agent.txt
+mirix/prompts/system/screen_monitor/meta_memory_agent.txt
+mirix/prompts/system/screen_monitor/procedural_memory_agent.txt
+mirix/prompts/system/screen_monitor/reflexion_agent.txt
+mirix/prompts/system/screen_monitor/resource_memory_agent.txt
+mirix/prompts/system/screen_monitor/semantic_memory_agent.txt
\ No newline at end of file
diff --git a/intuit_ecms_server.egg-info/dependency_links.txt b/intuit_ecms_server.egg-info/dependency_links.txt
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/intuit_ecms_server.egg-info/dependency_links.txt
@@ -0,0 +1 @@
+
diff --git a/intuit_ecms_server.egg-info/entry_points.txt b/intuit_ecms_server.egg-info/entry_points.txt
new file mode 100644
index 0000000..ace4c51
--- /dev/null
+++ b/intuit_ecms_server.egg-info/entry_points.txt
@@ -0,0 +1,2 @@
+[console_scripts]
+mirix-server = mirix.server.rest_api:main
diff --git a/intuit_ecms_server.egg-info/not-zip-safe b/intuit_ecms_server.egg-info/not-zip-safe
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/intuit_ecms_server.egg-info/not-zip-safe
@@ -0,0 +1 @@
+
diff --git a/intuit_ecms_server.egg-info/requires.txt b/intuit_ecms_server.egg-info/requires.txt
new file mode 100644
index 0000000..dac99f0
--- /dev/null
+++ b/intuit_ecms_server.egg-info/requires.txt
@@ -0,0 +1,70 @@
+pytz>=2024.1
+numpy>=1.24.0
+pandas>=2.0.0
+openpyxl>=3.1.0
+Markdown>=3.5.0
+Pillow<11.0.0,>=10.2.0
+scikit-image>=0.22.0
+openai==1.72.0
+tiktoken>=0.5.0
+google-genai>=0.4.0
+anthropic>=0.23.0
+cohere>=4.0.0
+fastapi>=0.104.1
+uvicorn[standard]>=0.31.1
+python-multipart>=0.0.6
+httpx>=0.25.0
+httpx_sse>=0.3.0
+sqlalchemy>=2.0.0
+psycopg2-binary>=2.9.0
+pg8000>=1.30.0
+pgvector>=0.2.0
+redis>=5.0.0
+pydantic>=2.0.0
+pydantic-settings>=2.0.0
+python-dotenv>=1.0.0
+demjson3>=3.0.0
+pathvalidate>=3.0.0
+docstring_parser>=0.15
+jinja2>=3.1.0
+humps>=0.2.0
+colorama>=0.4.0
+rapidfuzz>=3.0.0
+rank-bm25>=0.2.0
+psutil>=5.9.0
+json_repair>=0.12.0
+rich<14.0.0,>=13.7.1
+anyio>=4.7.0
+pyyaml>=6.0.0
+requests>=2.31.0
+llama_index>=0.9.0
+llama-index-embeddings-google-genai>=0.1.0
+composio>=0.3.0
+mcp>=0.1.0
+google-auth>=2.0.0
+google-auth-oauthlib>=1.0.0
+google-auth-httplib2>=0.1.0
+google-api-python-client>=2.0.0
+opentelemetry-api>=1.20.0
+opentelemetry-sdk>=1.20.0
+opentelemetry-exporter-otlp>=1.20.0
+opentelemetry-instrumentation-requests>=0.41b0
+
+[dev]
+pytest>=6.0.0
+pytest-asyncio>=0.21.0
+pytest-cov>=4.0.0
+black>=23.0.0
+isort>=5.12.0
+flake8>=6.0.0
+mypy>=1.5.0
+ruff>=0.1.0
+pyright>=1.1.0
+
+[full]
+SpeechRecognition>=3.10.0
+pydub>=0.25.0
+
+[voice]
+SpeechRecognition>=3.10.0
+pydub>=0.25.0
diff --git a/intuit_ecms_server.egg-info/top_level.txt b/intuit_ecms_server.egg-info/top_level.txt
new file mode 100644
index 0000000..a20b1e6
--- /dev/null
+++ b/intuit_ecms_server.egg-info/top_level.txt
@@ -0,0 +1 @@
+mirix
diff --git a/pyproject.toml b/pyproject.toml
index 852d141..a46bce9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "mirix"
-version = "0.1.5"
+version = "0.2.0"
 description = "Multi-Agent Personal Assistant with an Advanced Memory System"
 readme = "README.md"
 license = {text = "Apache License 2.0"}
diff --git a/scripts/packaging/build_packages.sh b/scripts/packaging/build_packages.sh
index e53f01e..ee8f334 100755
--- a/scripts/packaging/build_packages.sh
+++ b/scripts/packaging/build_packages.sh
@@ -9,6 +9,17 @@ BLUE='\033[0;34m'
 RED='\033[0;31m'
 NC='\033[0m' # No Color
 
+# Function to restore pyproject.toml on exit
+restore_pyproject() {
+    if [ -f "pyproject.toml.backup" ]; then
+        echo -e "${BLUE}Restoring pyproject.toml...${NC}"
+        mv pyproject.toml.backup pyproject.toml
+    fi
+}
+
+# Set trap to restore pyproject.toml on exit (success or failure)
+trap restore_pyproject EXIT
+
 echo -e "${BLUE}=================================================${NC}"
 echo -e "${BLUE}  Mirix Package Build Script${NC}"
 echo -e "${BLUE}=================================================${NC}"
@@ -33,6 +44,16 @@ rm -rf intuit_ecms_server.egg-info
 echo -e "${GREEN}✓ Cleaned${NC}"
 echo ""
 
+# Temporarily rename pyproject.toml to prevent it from overriding setup scripts
+echo -e "${BLUE}[1.5/5] Temporarily moving pyproject.toml...${NC}"
+if [ -f "pyproject.toml" ]; then
+    mv pyproject.toml pyproject.toml.backup
+    echo -e "${GREEN}✓ Moved pyproject.toml${NC}"
+else
+    echo -e "${BLUE}  pyproject.toml already moved${NC}"
+fi
+echo ""
+
 # Install build dependencies
 echo -e "${BLUE}[2/5] Installing build dependencies...${NC}"
 pip install --upgrade setuptools wheel twine
@@ -91,3 +112,10 @@ echo "To test packages:"
 echo -e "  ${BLUE}twine check dist/*${NC}"
 echo ""
 
+# Restore pyproject.toml
+if [ -f "pyproject.toml.backup" ]; then
+    mv pyproject.toml.backup pyproject.toml
+    echo -e "${GREEN}✓ Restored pyproject.toml${NC}"
+    echo ""
+fi
+

From a8a545428bcfa80d723b4cd2dcee1c82b29005b5 Mon Sep 17 00:00:00 2001
From: Lucas Parzych <lucas_parzych@intuit.com>
Date: Thu, 6 Nov 2025 10:56:59 -0800
Subject: [PATCH 5/6] feat: new package

---
 .gitignore                                    |   1 +
 intuit_ecms_client.egg-info/PKG-INFO          | 295 ---------------
 intuit_ecms_client.egg-info/SOURCES.txt       |  92 -----
 .../dependency_links.txt                      |   1 -
 intuit_ecms_client.egg-info/not-zip-safe      |   1 -
 intuit_ecms_client.egg-info/requires.txt      |  15 -
 intuit_ecms_client.egg-info/top_level.txt     |   1 -
 intuit_ecms_server.egg-info/PKG-INFO          | 349 ------------------
 intuit_ecms_server.egg-info/SOURCES.txt       | 273 --------------
 .../dependency_links.txt                      |   1 -
 intuit_ecms_server.egg-info/entry_points.txt  |   2 -
 intuit_ecms_server.egg-info/not-zip-safe      |   1 -
 intuit_ecms_server.egg-info/requires.txt      |  70 ----
 intuit_ecms_server.egg-info/top_level.txt     |   1 -
 scripts/packaging/build_packages.sh           |  10 +-
 scripts/packaging/setup_client.py             |   6 +-
 scripts/packaging/setup_server.py             |   4 +-
 17 files changed, 12 insertions(+), 1111 deletions(-)
 delete mode 100644 intuit_ecms_client.egg-info/PKG-INFO
 delete mode 100644 intuit_ecms_client.egg-info/SOURCES.txt
 delete mode 100644 intuit_ecms_client.egg-info/dependency_links.txt
 delete mode 100644 intuit_ecms_client.egg-info/not-zip-safe
 delete mode 100644 intuit_ecms_client.egg-info/requires.txt
 delete mode 100644 intuit_ecms_client.egg-info/top_level.txt
 delete mode 100644 intuit_ecms_server.egg-info/PKG-INFO
 delete mode 100644 intuit_ecms_server.egg-info/SOURCES.txt
 delete mode 100644 intuit_ecms_server.egg-info/dependency_links.txt
 delete mode 100644 intuit_ecms_server.egg-info/entry_points.txt
 delete mode 100644 intuit_ecms_server.egg-info/not-zip-safe
 delete mode 100644 intuit_ecms_server.egg-info/requires.txt
 delete mode 100644 intuit_ecms_server.egg-info/top_level.txt

diff --git a/.gitignore b/.gitignore
index fb6db00..cdb2626 100755
--- a/.gitignore
+++ b/.gitignore
@@ -13,6 +13,7 @@ frontend/dist
 frontend/backend
 dist/
 build/
+*.egg-info/
 .env.*
 .DS_Store
 npm-debug.log*
diff --git a/intuit_ecms_client.egg-info/PKG-INFO b/intuit_ecms_client.egg-info/PKG-INFO
deleted file mode 100644
index 1313f51..0000000
--- a/intuit_ecms_client.egg-info/PKG-INFO
+++ /dev/null
@@ -1,295 +0,0 @@
-Metadata-Version: 2.4
-Name: intuit-ecms-client
-Version: 0.2.0
-Summary: Intuit ECMS Client - Lightweight Python client for Intuit ECMS server
-Home-page: https://github.com/Mirix-AI/MIRIX
-Author: Mirix AI
-Author-email: yuwang@mirix.io
-License: Apache License 2.0
-Project-URL: Documentation, https://docs.mirix.io
-Project-URL: Website, https://mirix.io
-Project-URL: Source Code, https://github.com/Mirix-AI/MIRIX
-Project-URL: Bug Reports, https://github.com/Mirix-AI/MIRIX/issues
-Keywords: ai,memory,agent,llm,assistant,client,api
-Classifier: Development Status :: 4 - Beta
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: 3.13
-Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Topic :: Communications :: Chat
-Requires-Python: >=3.10
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Requires-Dist: requests>=2.31.0
-Requires-Dist: pydantic>=2.0.0
-Requires-Dist: pydantic-settings>=2.0.0
-Requires-Dist: python-dotenv>=1.0.0
-Requires-Dist: httpx>=0.25.0
-Requires-Dist: rich<14.0.0,>=13.7.1
-Requires-Dist: pytz>=2024.1
-Provides-Extra: dev
-Requires-Dist: pytest>=6.0.0; extra == "dev"
-Requires-Dist: pytest-asyncio; extra == "dev"
-Requires-Dist: black; extra == "dev"
-Requires-Dist: isort; extra == "dev"
-Requires-Dist: flake8; extra == "dev"
-Requires-Dist: mypy; extra == "dev"
-Dynamic: author
-Dynamic: author-email
-Dynamic: classifier
-Dynamic: description
-Dynamic: description-content-type
-Dynamic: home-page
-Dynamic: keywords
-Dynamic: license
-Dynamic: license-file
-Dynamic: project-url
-Dynamic: provides-extra
-Dynamic: requires-dist
-Dynamic: requires-python
-Dynamic: summary
-
-![Mirix Logo](https://github.com/RenKoya1/MIRIX/raw/main/assets/logo.png)
-
-## MIRIX - Multi-Agent Personal Assistant with an Advanced Memory System
-
-Your personal AI that builds memory through screen observation and natural conversation
-
-| 🌐 [Website](https://mirix.io) | 📚 [Documentation](https://docs.mirix.io) | 📄 [Paper](https://arxiv.org/abs/2507.07957) | 💬 [Discord](https://discord.gg/S6CeHNrJ) 
-<!-- | [Twitter/X](https://twitter.com/mirix_ai) | [Discord](https://discord.gg/S6CeHNrJ) | -->
-
----
-
-### Key Features 🔥
-
-- **Multi-Agent Memory System:** Six specialized memory components (Core, Episodic, Semantic, Procedural, Resource, Knowledge Vault) managed by dedicated agents
-- **Screen Activity Tracking:** Continuous visual data capture and intelligent consolidation into structured memories  
-- **Privacy-First Design:** All long-term data stored locally with user-controlled privacy settings
-- **Advanced Search:** PostgreSQL-native BM25 full-text search with vector similarity support
-- **Multi-Modal Input:** Text, images, voice, and screen captures processed seamlessly
-
-### Quick Start
-**End-Users**: For end-users who want to build your own memory using MIRIX, please checkout the quick installation guide [here](https://docs.mirix.io/getting-started/installation/#quick-installation-dmg).
-
-**Developers**: For users who want to apply our memory system as the backend, please check out our [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/). Basically, you just need to run:
-```
-git clone git@github.com:Mirix-AI/MIRIX.git
-cd MIRIX
-
-# Create and activate virtual environment
-python -m venv mirix_env
-source mirix_env/bin/activate  # On Windows: mirix_env\Scripts\activate
-
-pip install -r requirements.txt
-```
-Then you can run the following python code:
-```python
-from mirix.agent import AgentWrapper
-
-# Initialize agent with configuration
-agent = AgentWrapper("./mirix/configs/mirix.yaml")
-
-# Send basic text information
-agent.send_message(
-    message="The moon now has a president.",
-    memorizing=True,
-    force_absorb_content=True
-)
-```
-For more details, please refer to [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/).
-
-## Python SDK (NEW!) 🎉
-
-We've created a simple [Python SDK](https://pypi.org/project/mirix/0.1.5/) that makes it incredibly easy to integrate Mirix's memory capabilities into your applications:
-
-### Installationhttps://pypi.org/project/mirix/0.1.5/
-```bash
-pip install mirix
-```
-
-### Quick Start with SDK
-```python
-from mirix import Mirix
-
-# Initialize memory agent (defaults to Google Gemini 2.0 Flash)
-memory_agent = Mirix(api_key="your-google-api-key")
-
-# Add memories
-memory_agent.add("The moon now has a president")
-memory_agent.add("John loves Italian food and is allergic to peanuts")
-
-# Chat with memory context
-response = memory_agent.chat("Does the moon have a president?")
-print(response)  # "Yes, according to my memory, the moon has a president."
-
-response = memory_agent.chat("What does John like to eat?") 
-print(response)  # "John loves Italian food. However, he's allergic to peanuts."
-```
-
-## Integration with Claude Agent SDK 🤝
-
-Mirix can be integrated with [Anthropic's Claude Agent SDK](https://docs.claude.com/en/api/agent-sdk/python) to give Claude persistent memory across conversations. This allows Claude to remember context, user preferences, and past interactions.
-
-### Basic Setup
-
-Here's a simple example of integrating Mirix with the Claude Agent SDK:
-
-```python
-#!/usr/bin/env python3
-import os
-import asyncio
-from claude_agent_sdk import query, ClaudeAgentOptions, AssistantMessage
-from mirix import Mirix
-from collections import deque
-from dotenv import load_dotenv
-load_dotenv()
-
-# Configuration
-MEMORY_UPDATE_INTERVAL = 3  # Update memory every N turns
-REINIT_INTERVAL = 1  # Rebuild system prompt (retrieve from Mirix) every N turns
-KEEP_LAST_N_TURNS = 50  # Keep last N turns in memory buffer
-
-def build_system_prompt(mirix_agent=None, user_id=None, conversation_buffer=""):
-    """Build system prompt with optional Mirix memory context"""
-    system_prompt = """You are a helpful assistant."""
-    
-    # Add Mirix memory context if available
-    if mirix_agent and user_id and conversation_buffer:
-        memory_context = mirix_agent.extract_memory_for_system_prompt(
-            conversation_buffer, user_id
-        )
-        if memory_context:
-            system_prompt += "\n\nRelevant Memory Context:\n" + memory_context
-    
-    return system_prompt
-
-async def run_agent():
-    """Run Claude Agent SDK with Mirix memory integration"""
-    
-    # Initialize Mirix memory agent
-    mirix_agent = Mirix(
-        model_name="gemini-2.0-flash",
-        api_key=os.getenv("GEMINI_API_KEY"),
-    )
-    user = mirix_agent.create_user(user_name="Alice")
-    
-    # Track conversation for memory updates
-    conversation_history = deque(maxlen=KEEP_LAST_N_TURNS)
-    turn_count = 0
-    turns_since_reinit = 0
-    session_id = None
-    
-    while True:
-        # Build system prompt with memory context
-        options = ClaudeAgentOptions(
-            resume=session_id,
-            allowed_tools=["Task", "Bash", "Read", "Edit", "Write", "WebSearch"],
-            system_prompt=build_system_prompt(
-                mirix_agent, user.id, 
-                "\n".join([f"User: {u}\nAssistant: {a}" for u, a in conversation_history])
-            ),
-            model="claude-sonnet-4-5",
-            max_turns=50
-        )
-        
-        user_input = input("User: ").strip()
-        if user_input.lower() in ['exit', 'quit', 'bye']:
-            break
-        
-        # Get Claude's response
-        assistant_response = ""
-        async for message in query(prompt=user_input, options=options):
-            if hasattr(message, 'subtype') and message.subtype == 'init':
-                session_id = message.data.get('session_id')
-            
-            if isinstance(message, AssistantMessage):
-                for block in message.content:
-                    if hasattr(block, 'text'):
-                        assistant_response += block.text
-                        print(block.text, flush=True)
-        
-        # Update conversation history
-        conversation_history.append((user_input, assistant_response))
-        turn_count += 1
-        turns_since_reinit += 1
-        
-        # Periodically update Mirix memory
-        if turn_count % MEMORY_UPDATE_INTERVAL == 0:
-            combined = "\n".join([
-                f"[User] {u}\n[Assistant] {a}" 
-                for u, a in conversation_history
-            ])
-            await asyncio.to_thread(mirix_agent.add, combined, user_id=user.id)
-            print("✅ Memory updated!")
-
-if __name__ == "__main__":
-    asyncio.run(run_agent())
-```
-
-### Key Benefits
-
-- **Persistent Memory:** Mirix helps Claude remember facts, preferences, and context across sessions
-- **Intelligent Retrieval:** Mirix automatically retrieves relevant memories for each conversation
-- **Scalable:** Works with conversations of any length without token limit issues
-- **Flexible Updates:** Configure how often to update memory (e.g., every N turns)
-
-### Example Usage
-
-```bash
-cd samples
-
-# Install dependencies
-pip install mirix claude-agent-sdk python-dotenv
-
-# Set environment variables
-export GEMINI_API_KEY="your-google-api-key"
-export ANTHROPIC_API_KEY="your-anthropic-api-key"
-
-# Run the agent
-python claude_agent.py
-```
-
-## License
-
-Mirix is released under the Apache License 2.0. See the [LICENSE](LICENSE) file for more details.
-
-## Contact
-
-For questions, suggestions, or issues, please open an issue on the GitHub repository or contact us at `yuwang@mirix.io`
-
-## Join Our Community
-
-Connect with other Mirix users, share your thoughts, and get support:
-
-### 💬 Discord Community
-Join our Discord server for real-time discussions, support, and community updates:
-**[https://discord.gg/S6CeHNrJ](https://discord.gg/S6CeHNrJ)**
-
-### 🎯 Weekly Discussion Sessions
-We host weekly discussion sessions where you can:
-- Discuss issues and bugs
-- Share ideas about future directions
-- Get general consultations and support
-- Connect with the development team and community
-
-**📅 Schedule:** Friday nights, 8-9 PM PST  
-**🔗 Zoom Link:** [https://ucsd.zoom.us/j/96278791276](https://ucsd.zoom.us/j/96278791276)
-
-### 📱 WeChat Group
-<div align="center">
-<img src="frontend/public/wechat-qr.jpg" alt="WeChat QR Code" width="200"/><br/>
-<strong>WeChat Group</strong>
-</div>
-
-## Star History
-
-[![Star History Chart](https://api.star-history.com/svg?repos=Mirix-AI/MIRIX&type=Date)](https://star-history.com/#Mirix-AI/MIRIX.&Date)
-
-## Acknowledgement
-We would like to thank [Letta](https://github.com/letta-ai/letta) for open-sourcing their framework, which served as the foundation for the memory system in this project.
diff --git a/intuit_ecms_client.egg-info/SOURCES.txt b/intuit_ecms_client.egg-info/SOURCES.txt
deleted file mode 100644
index a89865b..0000000
--- a/intuit_ecms_client.egg-info/SOURCES.txt
+++ /dev/null
@@ -1,92 +0,0 @@
-LICENSE
-MANIFEST.in
-README.md
-setup.py
-./mirix/client/__init__.py
-./mirix/client/client.py
-./mirix/client/remote_client.py
-./mirix/helpers/__init__.py
-./mirix/helpers/converters.py
-./mirix/helpers/datetime_helpers.py
-./mirix/helpers/json_helpers.py
-./mirix/helpers/message_helpers.py
-./mirix/helpers/tool_rule_solver.py
-./mirix/schemas/__init__.py
-./mirix/schemas/agent.py
-./mirix/schemas/block.py
-./mirix/schemas/cloud_file_mapping.py
-./mirix/schemas/embedding_config.py
-./mirix/schemas/enums.py
-./mirix/schemas/environment_variables.py
-./mirix/schemas/episodic_memory.py
-./mirix/schemas/file.py
-./mirix/schemas/health.py
-./mirix/schemas/knowledge_vault.py
-./mirix/schemas/llm_config.py
-./mirix/schemas/memory.py
-./mirix/schemas/message.py
-./mirix/schemas/mirix_base.py
-./mirix/schemas/mirix_message.py
-./mirix/schemas/mirix_message_content.py
-./mirix/schemas/mirix_request.py
-./mirix/schemas/mirix_response.py
-./mirix/schemas/organization.py
-./mirix/schemas/procedural_memory.py
-./mirix/schemas/providers.py
-./mirix/schemas/resource_memory.py
-./mirix/schemas/sandbox_config.py
-./mirix/schemas/semantic_memory.py
-./mirix/schemas/source.py
-./mirix/schemas/step.py
-./mirix/schemas/tool.py
-./mirix/schemas/tool_rule.py
-./mirix/schemas/usage.py
-./mirix/schemas/user.py
-./mirix/schemas/openai/__init__.py
-./mirix/schemas/openai/chat_completion_request.py
-./mirix/schemas/openai/chat_completion_response.py
-./mirix/schemas/openai/chat_completions.py
-./mirix/schemas/openai/embedding_response.py
-./mirix/schemas/openai/openai.py
-assets/icon.png
-assets/logo.png
-mirix/configs/mirix.yaml
-mirix/configs/examples/mirix_azure.yaml
-mirix/configs/examples/mirix_claude.yaml
-mirix/configs/examples/mirix_gemini.yaml
-mirix/configs/examples/mirix_openai.yaml
-mirix/configs/legacy_configs/mirix.yaml
-mirix/configs/legacy_configs/mirix_azure_example.yaml
-mirix/configs/legacy_configs/mirix_custom_model.yaml
-mirix/configs/legacy_configs/mirix_custom_prompts.yaml
-mirix/configs/legacy_configs/mirix_gemini.yaml
-mirix/configs/legacy_configs/mirix_gpt4.yaml
-mirix/configs/legacy_configs/mirix_gpt4o-mini.yaml
-mirix/configs/legacy_configs/mirix_monitor.yaml
-mirix/prompts/personas/chill_buddy.txt
-mirix/prompts/personas/concise_analyst.txt
-mirix/prompts/personas/friendly_conversationalist.txt
-mirix/prompts/personas/helpful_assistant.txt
-mirix/prompts/personas/playful_Ironist.txt
-mirix/prompts/personas/project_manager.txt
-mirix/prompts/system/base/background_agent.txt
-mirix/prompts/system/base/chat_agent.txt
-mirix/prompts/system/base/core_memory_agent.txt
-mirix/prompts/system/base/episodic_memory_agent.txt
-mirix/prompts/system/base/knowledge_vault_memory_agent.txt
-mirix/prompts/system/base/meta_memory_agent.txt
-mirix/prompts/system/base/procedural_memory_agent.txt
-mirix/prompts/system/base/reflexion_agent.txt
-mirix/prompts/system/base/resource_memory_agent.txt
-mirix/prompts/system/base/semantic_memory_agent.txt
-mirix/prompts/system/screen_monitor/background_agent.txt
-mirix/prompts/system/screen_monitor/chat_agent.txt
-mirix/prompts/system/screen_monitor/chat_agent_monitor_on.txt
-mirix/prompts/system/screen_monitor/core_memory_agent.txt
-mirix/prompts/system/screen_monitor/episodic_memory_agent.txt
-mirix/prompts/system/screen_monitor/knowledge_vault_memory_agent.txt
-mirix/prompts/system/screen_monitor/meta_memory_agent.txt
-mirix/prompts/system/screen_monitor/procedural_memory_agent.txt
-mirix/prompts/system/screen_monitor/reflexion_agent.txt
-mirix/prompts/system/screen_monitor/resource_memory_agent.txt
-mirix/prompts/system/screen_monitor/semantic_memory_agent.txt
\ No newline at end of file
diff --git a/intuit_ecms_client.egg-info/dependency_links.txt b/intuit_ecms_client.egg-info/dependency_links.txt
deleted file mode 100644
index 8b13789..0000000
--- a/intuit_ecms_client.egg-info/dependency_links.txt
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/intuit_ecms_client.egg-info/not-zip-safe b/intuit_ecms_client.egg-info/not-zip-safe
deleted file mode 100644
index 8b13789..0000000
--- a/intuit_ecms_client.egg-info/not-zip-safe
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/intuit_ecms_client.egg-info/requires.txt b/intuit_ecms_client.egg-info/requires.txt
deleted file mode 100644
index bfbb112..0000000
--- a/intuit_ecms_client.egg-info/requires.txt
+++ /dev/null
@@ -1,15 +0,0 @@
-requests>=2.31.0
-pydantic>=2.0.0
-pydantic-settings>=2.0.0
-python-dotenv>=1.0.0
-httpx>=0.25.0
-rich<14.0.0,>=13.7.1
-pytz>=2024.1
-
-[dev]
-pytest>=6.0.0
-pytest-asyncio
-black
-isort
-flake8
-mypy
diff --git a/intuit_ecms_client.egg-info/top_level.txt b/intuit_ecms_client.egg-info/top_level.txt
deleted file mode 100644
index a20b1e6..0000000
--- a/intuit_ecms_client.egg-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-mirix
diff --git a/intuit_ecms_server.egg-info/PKG-INFO b/intuit_ecms_server.egg-info/PKG-INFO
deleted file mode 100644
index 9c95e6a..0000000
--- a/intuit_ecms_server.egg-info/PKG-INFO
+++ /dev/null
@@ -1,349 +0,0 @@
-Metadata-Version: 2.4
-Name: intuit-ecms-server
-Version: 0.2.0
-Summary: Intuit ECMS Server - Multi-Agent Personal Assistant with Advanced Memory System
-Home-page: https://github.com/Mirix-AI/MIRIX
-Author: Mirix AI
-Author-email: yuwang@mirix.io
-License: Apache License 2.0
-Project-URL: Documentation, https://docs.mirix.io
-Project-URL: Website, https://mirix.io
-Project-URL: Source Code, https://github.com/Mirix-AI/MIRIX
-Project-URL: Bug Reports, https://github.com/Mirix-AI/MIRIX/issues
-Keywords: ai,memory,agent,llm,assistant,chatbot,multimodal,server,fastapi
-Classifier: Development Status :: 4 - Beta
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: 3.13
-Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Topic :: Communications :: Chat
-Classifier: Framework :: FastAPI
-Requires-Python: >=3.10
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Requires-Dist: pytz>=2024.1
-Requires-Dist: numpy>=1.24.0
-Requires-Dist: pandas>=2.0.0
-Requires-Dist: openpyxl>=3.1.0
-Requires-Dist: Markdown>=3.5.0
-Requires-Dist: Pillow<11.0.0,>=10.2.0
-Requires-Dist: scikit-image>=0.22.0
-Requires-Dist: openai==1.72.0
-Requires-Dist: tiktoken>=0.5.0
-Requires-Dist: google-genai>=0.4.0
-Requires-Dist: anthropic>=0.23.0
-Requires-Dist: cohere>=4.0.0
-Requires-Dist: fastapi>=0.104.1
-Requires-Dist: uvicorn[standard]>=0.31.1
-Requires-Dist: python-multipart>=0.0.6
-Requires-Dist: httpx>=0.25.0
-Requires-Dist: httpx_sse>=0.3.0
-Requires-Dist: sqlalchemy>=2.0.0
-Requires-Dist: psycopg2-binary>=2.9.0
-Requires-Dist: pg8000>=1.30.0
-Requires-Dist: pgvector>=0.2.0
-Requires-Dist: redis>=5.0.0
-Requires-Dist: pydantic>=2.0.0
-Requires-Dist: pydantic-settings>=2.0.0
-Requires-Dist: python-dotenv>=1.0.0
-Requires-Dist: demjson3>=3.0.0
-Requires-Dist: pathvalidate>=3.0.0
-Requires-Dist: docstring_parser>=0.15
-Requires-Dist: jinja2>=3.1.0
-Requires-Dist: humps>=0.2.0
-Requires-Dist: colorama>=0.4.0
-Requires-Dist: rapidfuzz>=3.0.0
-Requires-Dist: rank-bm25>=0.2.0
-Requires-Dist: psutil>=5.9.0
-Requires-Dist: json_repair>=0.12.0
-Requires-Dist: rich<14.0.0,>=13.7.1
-Requires-Dist: anyio>=4.7.0
-Requires-Dist: pyyaml>=6.0.0
-Requires-Dist: requests>=2.31.0
-Requires-Dist: llama_index>=0.9.0
-Requires-Dist: llama-index-embeddings-google-genai>=0.1.0
-Requires-Dist: composio>=0.3.0
-Requires-Dist: mcp>=0.1.0
-Requires-Dist: google-auth>=2.0.0
-Requires-Dist: google-auth-oauthlib>=1.0.0
-Requires-Dist: google-auth-httplib2>=0.1.0
-Requires-Dist: google-api-python-client>=2.0.0
-Requires-Dist: opentelemetry-api>=1.20.0
-Requires-Dist: opentelemetry-sdk>=1.20.0
-Requires-Dist: opentelemetry-exporter-otlp>=1.20.0
-Requires-Dist: opentelemetry-instrumentation-requests>=0.41b0
-Provides-Extra: dev
-Requires-Dist: pytest>=6.0.0; extra == "dev"
-Requires-Dist: pytest-asyncio>=0.21.0; extra == "dev"
-Requires-Dist: pytest-cov>=4.0.0; extra == "dev"
-Requires-Dist: black>=23.0.0; extra == "dev"
-Requires-Dist: isort>=5.12.0; extra == "dev"
-Requires-Dist: flake8>=6.0.0; extra == "dev"
-Requires-Dist: mypy>=1.5.0; extra == "dev"
-Requires-Dist: ruff>=0.1.0; extra == "dev"
-Requires-Dist: pyright>=1.1.0; extra == "dev"
-Provides-Extra: voice
-Requires-Dist: SpeechRecognition>=3.10.0; extra == "voice"
-Requires-Dist: pydub>=0.25.0; extra == "voice"
-Provides-Extra: full
-Requires-Dist: SpeechRecognition>=3.10.0; extra == "full"
-Requires-Dist: pydub>=0.25.0; extra == "full"
-Dynamic: author
-Dynamic: author-email
-Dynamic: classifier
-Dynamic: description
-Dynamic: description-content-type
-Dynamic: home-page
-Dynamic: keywords
-Dynamic: license
-Dynamic: license-file
-Dynamic: project-url
-Dynamic: provides-extra
-Dynamic: requires-dist
-Dynamic: requires-python
-Dynamic: summary
-
-![Mirix Logo](https://github.com/RenKoya1/MIRIX/raw/main/assets/logo.png)
-
-## MIRIX - Multi-Agent Personal Assistant with an Advanced Memory System
-
-Your personal AI that builds memory through screen observation and natural conversation
-
-| 🌐 [Website](https://mirix.io) | 📚 [Documentation](https://docs.mirix.io) | 📄 [Paper](https://arxiv.org/abs/2507.07957) | 💬 [Discord](https://discord.gg/S6CeHNrJ) 
-<!-- | [Twitter/X](https://twitter.com/mirix_ai) | [Discord](https://discord.gg/S6CeHNrJ) | -->
-
----
-
-### Key Features 🔥
-
-- **Multi-Agent Memory System:** Six specialized memory components (Core, Episodic, Semantic, Procedural, Resource, Knowledge Vault) managed by dedicated agents
-- **Screen Activity Tracking:** Continuous visual data capture and intelligent consolidation into structured memories  
-- **Privacy-First Design:** All long-term data stored locally with user-controlled privacy settings
-- **Advanced Search:** PostgreSQL-native BM25 full-text search with vector similarity support
-- **Multi-Modal Input:** Text, images, voice, and screen captures processed seamlessly
-
-### Quick Start
-**End-Users**: For end-users who want to build your own memory using MIRIX, please checkout the quick installation guide [here](https://docs.mirix.io/getting-started/installation/#quick-installation-dmg).
-
-**Developers**: For users who want to apply our memory system as the backend, please check out our [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/). Basically, you just need to run:
-```
-git clone git@github.com:Mirix-AI/MIRIX.git
-cd MIRIX
-
-# Create and activate virtual environment
-python -m venv mirix_env
-source mirix_env/bin/activate  # On Windows: mirix_env\Scripts\activate
-
-pip install -r requirements.txt
-```
-Then you can run the following python code:
-```python
-from mirix.agent import AgentWrapper
-
-# Initialize agent with configuration
-agent = AgentWrapper("./mirix/configs/mirix.yaml")
-
-# Send basic text information
-agent.send_message(
-    message="The moon now has a president.",
-    memorizing=True,
-    force_absorb_content=True
-)
-```
-For more details, please refer to [Backend Usage](https://docs.mirix.io/user-guide/backend-usage/).
-
-## Python SDK (NEW!) 🎉
-
-We've created a simple [Python SDK](https://pypi.org/project/mirix/0.1.5/) that makes it incredibly easy to integrate Mirix's memory capabilities into your applications:
-
-### Installationhttps://pypi.org/project/mirix/0.1.5/
-```bash
-pip install mirix
-```
-
-### Quick Start with SDK
-```python
-from mirix import Mirix
-
-# Initialize memory agent (defaults to Google Gemini 2.0 Flash)
-memory_agent = Mirix(api_key="your-google-api-key")
-
-# Add memories
-memory_agent.add("The moon now has a president")
-memory_agent.add("John loves Italian food and is allergic to peanuts")
-
-# Chat with memory context
-response = memory_agent.chat("Does the moon have a president?")
-print(response)  # "Yes, according to my memory, the moon has a president."
-
-response = memory_agent.chat("What does John like to eat?") 
-print(response)  # "John loves Italian food. However, he's allergic to peanuts."
-```
-
-## Integration with Claude Agent SDK 🤝
-
-Mirix can be integrated with [Anthropic's Claude Agent SDK](https://docs.claude.com/en/api/agent-sdk/python) to give Claude persistent memory across conversations. This allows Claude to remember context, user preferences, and past interactions.
-
-### Basic Setup
-
-Here's a simple example of integrating Mirix with the Claude Agent SDK:
-
-```python
-#!/usr/bin/env python3
-import os
-import asyncio
-from claude_agent_sdk import query, ClaudeAgentOptions, AssistantMessage
-from mirix import Mirix
-from collections import deque
-from dotenv import load_dotenv
-load_dotenv()
-
-# Configuration
-MEMORY_UPDATE_INTERVAL = 3  # Update memory every N turns
-REINIT_INTERVAL = 1  # Rebuild system prompt (retrieve from Mirix) every N turns
-KEEP_LAST_N_TURNS = 50  # Keep last N turns in memory buffer
-
-def build_system_prompt(mirix_agent=None, user_id=None, conversation_buffer=""):
-    """Build system prompt with optional Mirix memory context"""
-    system_prompt = """You are a helpful assistant."""
-    
-    # Add Mirix memory context if available
-    if mirix_agent and user_id and conversation_buffer:
-        memory_context = mirix_agent.extract_memory_for_system_prompt(
-            conversation_buffer, user_id
-        )
-        if memory_context:
-            system_prompt += "\n\nRelevant Memory Context:\n" + memory_context
-    
-    return system_prompt
-
-async def run_agent():
-    """Run Claude Agent SDK with Mirix memory integration"""
-    
-    # Initialize Mirix memory agent
-    mirix_agent = Mirix(
-        model_name="gemini-2.0-flash",
-        api_key=os.getenv("GEMINI_API_KEY"),
-    )
-    user = mirix_agent.create_user(user_name="Alice")
-    
-    # Track conversation for memory updates
-    conversation_history = deque(maxlen=KEEP_LAST_N_TURNS)
-    turn_count = 0
-    turns_since_reinit = 0
-    session_id = None
-    
-    while True:
-        # Build system prompt with memory context
-        options = ClaudeAgentOptions(
-            resume=session_id,
-            allowed_tools=["Task", "Bash", "Read", "Edit", "Write", "WebSearch"],
-            system_prompt=build_system_prompt(
-                mirix_agent, user.id, 
-                "\n".join([f"User: {u}\nAssistant: {a}" for u, a in conversation_history])
-            ),
-            model="claude-sonnet-4-5",
-            max_turns=50
-        )
-        
-        user_input = input("User: ").strip()
-        if user_input.lower() in ['exit', 'quit', 'bye']:
-            break
-        
-        # Get Claude's response
-        assistant_response = ""
-        async for message in query(prompt=user_input, options=options):
-            if hasattr(message, 'subtype') and message.subtype == 'init':
-                session_id = message.data.get('session_id')
-            
-            if isinstance(message, AssistantMessage):
-                for block in message.content:
-                    if hasattr(block, 'text'):
-                        assistant_response += block.text
-                        print(block.text, flush=True)
-        
-        # Update conversation history
-        conversation_history.append((user_input, assistant_response))
-        turn_count += 1
-        turns_since_reinit += 1
-        
-        # Periodically update Mirix memory
-        if turn_count % MEMORY_UPDATE_INTERVAL == 0:
-            combined = "\n".join([
-                f"[User] {u}\n[Assistant] {a}" 
-                for u, a in conversation_history
-            ])
-            await asyncio.to_thread(mirix_agent.add, combined, user_id=user.id)
-            print("✅ Memory updated!")
-
-if __name__ == "__main__":
-    asyncio.run(run_agent())
-```
-
-### Key Benefits
-
-- **Persistent Memory:** Mirix helps Claude remember facts, preferences, and context across sessions
-- **Intelligent Retrieval:** Mirix automatically retrieves relevant memories for each conversation
-- **Scalable:** Works with conversations of any length without token limit issues
-- **Flexible Updates:** Configure how often to update memory (e.g., every N turns)
-
-### Example Usage
-
-```bash
-cd samples
-
-# Install dependencies
-pip install mirix claude-agent-sdk python-dotenv
-
-# Set environment variables
-export GEMINI_API_KEY="your-google-api-key"
-export ANTHROPIC_API_KEY="your-anthropic-api-key"
-
-# Run the agent
-python claude_agent.py
-```
-
-## License
-
-Mirix is released under the Apache License 2.0. See the [LICENSE](LICENSE) file for more details.
-
-## Contact
-
-For questions, suggestions, or issues, please open an issue on the GitHub repository or contact us at `yuwang@mirix.io`
-
-## Join Our Community
-
-Connect with other Mirix users, share your thoughts, and get support:
-
-### 💬 Discord Community
-Join our Discord server for real-time discussions, support, and community updates:
-**[https://discord.gg/S6CeHNrJ](https://discord.gg/S6CeHNrJ)**
-
-### 🎯 Weekly Discussion Sessions
-We host weekly discussion sessions where you can:
-- Discuss issues and bugs
-- Share ideas about future directions
-- Get general consultations and support
-- Connect with the development team and community
-
-**📅 Schedule:** Friday nights, 8-9 PM PST  
-**🔗 Zoom Link:** [https://ucsd.zoom.us/j/96278791276](https://ucsd.zoom.us/j/96278791276)
-
-### 📱 WeChat Group
-<div align="center">
-<img src="frontend/public/wechat-qr.jpg" alt="WeChat QR Code" width="200"/><br/>
-<strong>WeChat Group</strong>
-</div>
-
-## Star History
-
-[![Star History Chart](https://api.star-history.com/svg?repos=Mirix-AI/MIRIX&type=Date)](https://star-history.com/#Mirix-AI/MIRIX.&Date)
-
-## Acknowledgement
-We would like to thank [Letta](https://github.com/letta-ai/letta) for open-sourcing their framework, which served as the foundation for the memory system in this project.
diff --git a/intuit_ecms_server.egg-info/SOURCES.txt b/intuit_ecms_server.egg-info/SOURCES.txt
deleted file mode 100644
index b4ffb4b..0000000
--- a/intuit_ecms_server.egg-info/SOURCES.txt
+++ /dev/null
@@ -1,273 +0,0 @@
-LICENSE
-MANIFEST.in
-README.md
-setup.py
-./mirix/__init__.py
-./mirix/__main__.py
-./mirix/config.py
-./mirix/constants.py
-./mirix/embeddings.py
-./mirix/errors.py
-./mirix/interface.py
-./mirix/log.py
-./mirix/memory.py
-./mirix/sdk.py
-./mirix/settings.py
-./mirix/system.py
-./mirix/tracing.py
-./mirix/utils.py
-./mirix/voice_utils.py
-./mirix/agent/__init__.py
-./mirix/agent/agent.py
-./mirix/agent/agent_configs.py
-./mirix/agent/agent_states.py
-./mirix/agent/app_constants.py
-./mirix/agent/app_utils.py
-./mirix/agent/background_agent.py
-./mirix/agent/core_memory_agent.py
-./mirix/agent/episodic_memory_agent.py
-./mirix/agent/knowledge_vault_memory_agent.py
-./mirix/agent/message_queue.py
-./mirix/agent/meta_agent.py
-./mirix/agent/meta_memory_agent.py
-./mirix/agent/procedural_memory_agent.py
-./mirix/agent/reflexion_agent.py
-./mirix/agent/resource_memory_agent.py
-./mirix/agent/semantic_memory_agent.py
-./mirix/agent/temporary_message_accumulator.py
-./mirix/agent/upload_manager.py
-./mirix/client/__init__.py
-./mirix/client/client.py
-./mirix/client/remote_client.py
-./mirix/configs/__init__.py
-./mirix/configs/mirix.yaml
-./mirix/configs/examples/mirix_azure.yaml
-./mirix/configs/examples/mirix_claude.yaml
-./mirix/configs/examples/mirix_gemini.yaml
-./mirix/configs/examples/mirix_openai.yaml
-./mirix/configs/legacy_configs/mirix.yaml
-./mirix/configs/legacy_configs/mirix_azure_example.yaml
-./mirix/configs/legacy_configs/mirix_custom_model.yaml
-./mirix/configs/legacy_configs/mirix_custom_prompts.yaml
-./mirix/configs/legacy_configs/mirix_gemini.yaml
-./mirix/configs/legacy_configs/mirix_gpt4.yaml
-./mirix/configs/legacy_configs/mirix_gpt4o-mini.yaml
-./mirix/configs/legacy_configs/mirix_monitor.yaml
-./mirix/database/__init__.py
-./mirix/database/pglite_connector.py
-./mirix/database/redis_client.py
-./mirix/database/schema_extractor.py
-./mirix/functions/__init__.py
-./mirix/functions/ast_parsers.py
-./mirix/functions/functions.py
-./mirix/functions/helpers.py
-./mirix/functions/schema_generator.py
-./mirix/functions/function_sets/__init__.py
-./mirix/functions/function_sets/base.py
-./mirix/functions/function_sets/extras.py
-./mirix/functions/function_sets/memory_tools.py
-./mirix/functions/mcp_client/__init__.py
-./mirix/functions/mcp_client/base_client.py
-./mirix/functions/mcp_client/exceptions.py
-./mirix/functions/mcp_client/gmail_client.py
-./mirix/functions/mcp_client/manager.py
-./mirix/functions/mcp_client/stdio_client.py
-./mirix/functions/mcp_client/types.py
-./mirix/helpers/__init__.py
-./mirix/helpers/converters.py
-./mirix/helpers/datetime_helpers.py
-./mirix/helpers/json_helpers.py
-./mirix/helpers/message_helpers.py
-./mirix/helpers/tool_rule_solver.py
-./mirix/llm_api/__init__.py
-./mirix/llm_api/anthropic.py
-./mirix/llm_api/anthropic_client.py
-./mirix/llm_api/aws_bedrock.py
-./mirix/llm_api/azure_openai.py
-./mirix/llm_api/azure_openai_client.py
-./mirix/llm_api/azure_openai_constants.py
-./mirix/llm_api/cohere.py
-./mirix/llm_api/cohere_client.py
-./mirix/llm_api/google_ai.py
-./mirix/llm_api/google_ai_client.py
-./mirix/llm_api/helpers.py
-./mirix/llm_api/llm_api_tools.py
-./mirix/llm_api/llm_client.py
-./mirix/llm_api/llm_client_base.py
-./mirix/llm_api/mistral.py
-./mirix/llm_api/openai.py
-./mirix/llm_api/openai_client.py
-./mirix/orm/__all__.py
-./mirix/orm/__init__.py
-./mirix/orm/agent.py
-./mirix/orm/base.py
-./mirix/orm/block.py
-./mirix/orm/blocks_agents.py
-./mirix/orm/cloud_file_mapping.py
-./mirix/orm/custom_columns.py
-./mirix/orm/enums.py
-./mirix/orm/episodic_memory.py
-./mirix/orm/errors.py
-./mirix/orm/file.py
-./mirix/orm/knowledge_vault.py
-./mirix/orm/message.py
-./mirix/orm/mixins.py
-./mirix/orm/organization.py
-./mirix/orm/procedural_memory.py
-./mirix/orm/provider.py
-./mirix/orm/resource_memory.py
-./mirix/orm/semantic_memory.py
-./mirix/orm/sqlalchemy_base.py
-./mirix/orm/sqlite_functions.py
-./mirix/orm/step.py
-./mirix/orm/tool.py
-./mirix/orm/tools_agents.py
-./mirix/orm/user.py
-./mirix/prompts/__init__.py
-./mirix/prompts/gpt_persona.py
-./mirix/prompts/gpt_summarize.py
-./mirix/prompts/gpt_system.py
-./mirix/prompts/personas/chill_buddy.txt
-./mirix/prompts/personas/concise_analyst.txt
-./mirix/prompts/personas/friendly_conversationalist.txt
-./mirix/prompts/personas/helpful_assistant.txt
-./mirix/prompts/personas/playful_Ironist.txt
-./mirix/prompts/personas/project_manager.txt
-./mirix/prompts/system/base/background_agent.txt
-./mirix/prompts/system/base/chat_agent.txt
-./mirix/prompts/system/base/core_memory_agent.txt
-./mirix/prompts/system/base/episodic_memory_agent.txt
-./mirix/prompts/system/base/knowledge_vault_memory_agent.txt
-./mirix/prompts/system/base/meta_memory_agent.txt
-./mirix/prompts/system/base/procedural_memory_agent.txt
-./mirix/prompts/system/base/reflexion_agent.txt
-./mirix/prompts/system/base/resource_memory_agent.txt
-./mirix/prompts/system/base/semantic_memory_agent.txt
-./mirix/prompts/system/screen_monitor/background_agent.txt
-./mirix/prompts/system/screen_monitor/chat_agent.txt
-./mirix/prompts/system/screen_monitor/chat_agent_monitor_on.txt
-./mirix/prompts/system/screen_monitor/core_memory_agent.txt
-./mirix/prompts/system/screen_monitor/episodic_memory_agent.txt
-./mirix/prompts/system/screen_monitor/knowledge_vault_memory_agent.txt
-./mirix/prompts/system/screen_monitor/meta_memory_agent.txt
-./mirix/prompts/system/screen_monitor/procedural_memory_agent.txt
-./mirix/prompts/system/screen_monitor/reflexion_agent.txt
-./mirix/prompts/system/screen_monitor/resource_memory_agent.txt
-./mirix/prompts/system/screen_monitor/semantic_memory_agent.txt
-./mirix/queue/__init__.py
-./mirix/queue/config.py
-./mirix/queue/kafka_queue.py
-./mirix/queue/manager.py
-./mirix/queue/memory_queue.py
-./mirix/queue/message_pb2.py
-./mirix/queue/queue_interface.py
-./mirix/queue/queue_util.py
-./mirix/queue/worker.py
-./mirix/schemas/__init__.py
-./mirix/schemas/agent.py
-./mirix/schemas/block.py
-./mirix/schemas/cloud_file_mapping.py
-./mirix/schemas/embedding_config.py
-./mirix/schemas/enums.py
-./mirix/schemas/environment_variables.py
-./mirix/schemas/episodic_memory.py
-./mirix/schemas/file.py
-./mirix/schemas/health.py
-./mirix/schemas/knowledge_vault.py
-./mirix/schemas/llm_config.py
-./mirix/schemas/memory.py
-./mirix/schemas/message.py
-./mirix/schemas/mirix_base.py
-./mirix/schemas/mirix_message.py
-./mirix/schemas/mirix_message_content.py
-./mirix/schemas/mirix_request.py
-./mirix/schemas/mirix_response.py
-./mirix/schemas/organization.py
-./mirix/schemas/procedural_memory.py
-./mirix/schemas/providers.py
-./mirix/schemas/resource_memory.py
-./mirix/schemas/sandbox_config.py
-./mirix/schemas/semantic_memory.py
-./mirix/schemas/source.py
-./mirix/schemas/step.py
-./mirix/schemas/tool.py
-./mirix/schemas/tool_rule.py
-./mirix/schemas/usage.py
-./mirix/schemas/user.py
-./mirix/schemas/openai/__init__.py
-./mirix/schemas/openai/chat_completion_request.py
-./mirix/schemas/openai/chat_completion_response.py
-./mirix/schemas/openai/chat_completions.py
-./mirix/schemas/openai/embedding_response.py
-./mirix/schemas/openai/openai.py
-./mirix/server/__init__.py
-./mirix/server/constants.py
-./mirix/server/rest_api.py
-./mirix/server/server.py
-./mirix/server/startup.sh
-./mirix/server/utils.py
-./mirix/services/__init__.py
-./mirix/services/agent_manager.py
-./mirix/services/block_manager.py
-./mirix/services/cloud_file_mapping_manager.py
-./mirix/services/episodic_memory_manager.py
-./mirix/services/file_manager.py
-./mirix/services/knowledge_vault_manager.py
-./mirix/services/mcp_marketplace.py
-./mirix/services/mcp_tool_registry.py
-./mirix/services/message_manager.py
-./mirix/services/organization_manager.py
-./mirix/services/per_agent_lock_manager.py
-./mirix/services/procedural_memory_manager.py
-./mirix/services/provider_manager.py
-./mirix/services/resource_memory_manager.py
-./mirix/services/semantic_memory_manager.py
-./mirix/services/step_manager.py
-./mirix/services/tool_execution_sandbox.py
-./mirix/services/tool_manager.py
-./mirix/services/user_manager.py
-./mirix/services/utils.py
-./mirix/services/helpers/__init__.py
-./mirix/services/helpers/agent_manager_helper.py
-assets/icon.png
-assets/logo.png
-mirix/configs/mirix.yaml
-mirix/configs/examples/mirix_azure.yaml
-mirix/configs/examples/mirix_claude.yaml
-mirix/configs/examples/mirix_gemini.yaml
-mirix/configs/examples/mirix_openai.yaml
-mirix/configs/legacy_configs/mirix.yaml
-mirix/configs/legacy_configs/mirix_azure_example.yaml
-mirix/configs/legacy_configs/mirix_custom_model.yaml
-mirix/configs/legacy_configs/mirix_custom_prompts.yaml
-mirix/configs/legacy_configs/mirix_gemini.yaml
-mirix/configs/legacy_configs/mirix_gpt4.yaml
-mirix/configs/legacy_configs/mirix_gpt4o-mini.yaml
-mirix/configs/legacy_configs/mirix_monitor.yaml
-mirix/prompts/personas/chill_buddy.txt
-mirix/prompts/personas/concise_analyst.txt
-mirix/prompts/personas/friendly_conversationalist.txt
-mirix/prompts/personas/helpful_assistant.txt
-mirix/prompts/personas/playful_Ironist.txt
-mirix/prompts/personas/project_manager.txt
-mirix/prompts/system/base/background_agent.txt
-mirix/prompts/system/base/chat_agent.txt
-mirix/prompts/system/base/core_memory_agent.txt
-mirix/prompts/system/base/episodic_memory_agent.txt
-mirix/prompts/system/base/knowledge_vault_memory_agent.txt
-mirix/prompts/system/base/meta_memory_agent.txt
-mirix/prompts/system/base/procedural_memory_agent.txt
-mirix/prompts/system/base/reflexion_agent.txt
-mirix/prompts/system/base/resource_memory_agent.txt
-mirix/prompts/system/base/semantic_memory_agent.txt
-mirix/prompts/system/screen_monitor/background_agent.txt
-mirix/prompts/system/screen_monitor/chat_agent.txt
-mirix/prompts/system/screen_monitor/chat_agent_monitor_on.txt
-mirix/prompts/system/screen_monitor/core_memory_agent.txt
-mirix/prompts/system/screen_monitor/episodic_memory_agent.txt
-mirix/prompts/system/screen_monitor/knowledge_vault_memory_agent.txt
-mirix/prompts/system/screen_monitor/meta_memory_agent.txt
-mirix/prompts/system/screen_monitor/procedural_memory_agent.txt
-mirix/prompts/system/screen_monitor/reflexion_agent.txt
-mirix/prompts/system/screen_monitor/resource_memory_agent.txt
-mirix/prompts/system/screen_monitor/semantic_memory_agent.txt
\ No newline at end of file
diff --git a/intuit_ecms_server.egg-info/dependency_links.txt b/intuit_ecms_server.egg-info/dependency_links.txt
deleted file mode 100644
index 8b13789..0000000
--- a/intuit_ecms_server.egg-info/dependency_links.txt
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/intuit_ecms_server.egg-info/entry_points.txt b/intuit_ecms_server.egg-info/entry_points.txt
deleted file mode 100644
index ace4c51..0000000
--- a/intuit_ecms_server.egg-info/entry_points.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-[console_scripts]
-mirix-server = mirix.server.rest_api:main
diff --git a/intuit_ecms_server.egg-info/not-zip-safe b/intuit_ecms_server.egg-info/not-zip-safe
deleted file mode 100644
index 8b13789..0000000
--- a/intuit_ecms_server.egg-info/not-zip-safe
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/intuit_ecms_server.egg-info/requires.txt b/intuit_ecms_server.egg-info/requires.txt
deleted file mode 100644
index dac99f0..0000000
--- a/intuit_ecms_server.egg-info/requires.txt
+++ /dev/null
@@ -1,70 +0,0 @@
-pytz>=2024.1
-numpy>=1.24.0
-pandas>=2.0.0
-openpyxl>=3.1.0
-Markdown>=3.5.0
-Pillow<11.0.0,>=10.2.0
-scikit-image>=0.22.0
-openai==1.72.0
-tiktoken>=0.5.0
-google-genai>=0.4.0
-anthropic>=0.23.0
-cohere>=4.0.0
-fastapi>=0.104.1
-uvicorn[standard]>=0.31.1
-python-multipart>=0.0.6
-httpx>=0.25.0
-httpx_sse>=0.3.0
-sqlalchemy>=2.0.0
-psycopg2-binary>=2.9.0
-pg8000>=1.30.0
-pgvector>=0.2.0
-redis>=5.0.0
-pydantic>=2.0.0
-pydantic-settings>=2.0.0
-python-dotenv>=1.0.0
-demjson3>=3.0.0
-pathvalidate>=3.0.0
-docstring_parser>=0.15
-jinja2>=3.1.0
-humps>=0.2.0
-colorama>=0.4.0
-rapidfuzz>=3.0.0
-rank-bm25>=0.2.0
-psutil>=5.9.0
-json_repair>=0.12.0
-rich<14.0.0,>=13.7.1
-anyio>=4.7.0
-pyyaml>=6.0.0
-requests>=2.31.0
-llama_index>=0.9.0
-llama-index-embeddings-google-genai>=0.1.0
-composio>=0.3.0
-mcp>=0.1.0
-google-auth>=2.0.0
-google-auth-oauthlib>=1.0.0
-google-auth-httplib2>=0.1.0
-google-api-python-client>=2.0.0
-opentelemetry-api>=1.20.0
-opentelemetry-sdk>=1.20.0
-opentelemetry-exporter-otlp>=1.20.0
-opentelemetry-instrumentation-requests>=0.41b0
-
-[dev]
-pytest>=6.0.0
-pytest-asyncio>=0.21.0
-pytest-cov>=4.0.0
-black>=23.0.0
-isort>=5.12.0
-flake8>=6.0.0
-mypy>=1.5.0
-ruff>=0.1.0
-pyright>=1.1.0
-
-[full]
-SpeechRecognition>=3.10.0
-pydub>=0.25.0
-
-[voice]
-SpeechRecognition>=3.10.0
-pydub>=0.25.0
diff --git a/intuit_ecms_server.egg-info/top_level.txt b/intuit_ecms_server.egg-info/top_level.txt
deleted file mode 100644
index a20b1e6..0000000
--- a/intuit_ecms_server.egg-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-mirix
diff --git a/scripts/packaging/build_packages.sh b/scripts/packaging/build_packages.sh
index ee8f334..905797f 100755
--- a/scripts/packaging/build_packages.sh
+++ b/scripts/packaging/build_packages.sh
@@ -41,6 +41,8 @@ rm -rf mirix_client.egg-info
 rm -rf mirix_server.egg-info
 rm -rf intuit_ecms_client.egg-info
 rm -rf intuit_ecms_server.egg-info
+rm -rf jl_ecms_client.egg-info
+rm -rf jl_ecms_server.egg-info
 echo -e "${GREEN}✓ Cleaned${NC}"
 echo ""
 
@@ -61,7 +63,7 @@ echo -e "${GREEN}✓ Build tools ready${NC}"
 echo ""
 
 # Build client package
-echo -e "${BLUE}[3/5] Building intuit-ecms-client package...${NC}"
+echo -e "${BLUE}[3/5] Building jl-ecms-client package...${NC}"
 python scripts/packaging/setup_client.py sdist bdist_wheel
 if [ $? -eq 0 ]; then
     echo -e "${GREEN}✓ Client package built successfully${NC}"
@@ -74,7 +76,7 @@ fi
 echo ""
 
 # Build server package
-echo -e "${BLUE}[4/5] Building intuit-ecms-server package...${NC}"
+echo -e "${BLUE}[4/5] Building jl-ecms-server package...${NC}"
 python scripts/packaging/setup_server.py sdist bdist_wheel
 if [ $? -eq 0 ]; then
     echo -e "${GREEN}✓ Server package built successfully${NC}"
@@ -105,8 +107,8 @@ echo -e "  ${BLUE}pip install dist/intuit_ecms_client-${CLIENT_VERSION}-py3-none
 echo -e "  ${BLUE}pip install dist/intuit_ecms_server-${SERVER_VERSION}-py3-none-any.whl${NC}"
 echo ""
 echo "To publish to PyPI:"
-echo -e "  ${BLUE}twine upload dist/intuit-ecms-client-${CLIENT_VERSION}*${NC}"
-echo -e "  ${BLUE}twine upload dist/intuit-ecms-server-${SERVER_VERSION}*${NC}"
+echo -e "  ${BLUE}twine upload dist/jl-ecms-client-${CLIENT_VERSION}*${NC}"
+echo -e "  ${BLUE}twine upload dist/jl-ecms-server-${SERVER_VERSION}*${NC}"
 echo ""
 echo "To test packages:"
 echo -e "  ${BLUE}twine check dist/*${NC}"
diff --git a/scripts/packaging/setup_client.py b/scripts/packaging/setup_client.py
index dc1f9f9..673387a 100644
--- a/scripts/packaging/setup_client.py
+++ b/scripts/packaging/setup_client.py
@@ -12,7 +12,8 @@
 """
 
 import os
-from setuptools import setup, find_packages
+
+from setuptools import find_packages, setup
 
 # Read the contents of README file
 this_directory = os.path.abspath(os.path.dirname(__file__))
@@ -47,7 +48,7 @@ def get_version():
 os.chdir(project_root)
 
 setup(
-    name="intuit-ecms-client",
+    name="jl-ecms-client",
     version=get_version(),
     author="Mirix AI",
     author_email="yuwang@mirix.io",
@@ -103,4 +104,3 @@ def get_version():
     license="Apache License 2.0",
     zip_safe=False,
 )
-
diff --git a/scripts/packaging/setup_server.py b/scripts/packaging/setup_server.py
index dc20259..6fe6db9 100644
--- a/scripts/packaging/setup_server.py
+++ b/scripts/packaging/setup_server.py
@@ -140,7 +140,7 @@ def get_version():
 os.chdir(project_root)
 
 setup(
-    name="intuit-ecms-server",
+    name="jl-ecms-server",
     version=get_version(),
     author="Mirix AI",
     author_email="yuwang@mirix.io",
@@ -157,7 +157,7 @@ def get_version():
     # Include all packages
     packages=find_packages(
         where=".",
-        exclude=["tests*", "scripts*", "frontend*", "public_evaluations*", "samples*"]
+        exclude=["tests*", "scripts*", "frontend*", "public_evaluations*", "samples*"],
     ),
     package_dir={"": "."},
     include_package_data=True,

From f3f84b153b6c6314614f74481ba29727793732ff Mon Sep 17 00:00:00 2001
From: Lucas Parzych <lucas_parzych@intuit.com>
Date: Thu, 6 Nov 2025 11:42:46 -0800
Subject: [PATCH 6/6] fix: 0.2.3 fix bugs

---
 mirix/__init__.py                 |  2 +-
 mirix/queue/message_pb2.py        |  6 +++---
 poetry.lock                       | 14 +++++++++++++-
 pyproject.toml                    |  2 +-
 scripts/packaging/setup_server.py | 29 +++++++++++------------------
 5 files changed, 29 insertions(+), 24 deletions(-)

diff --git a/mirix/__init__.py b/mirix/__init__.py
index e4128c3..eaa5abd 100755
--- a/mirix/__init__.py
+++ b/mirix/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "0.2.0"
+__version__ = "0.2.3"
 
 
 # import clients
diff --git a/mirix/queue/message_pb2.py b/mirix/queue/message_pb2.py
index 84f68e4..e97e3bf 100644
--- a/mirix/queue/message_pb2.py
+++ b/mirix/queue/message_pb2.py
@@ -2,7 +2,7 @@
 # Generated by the protocol buffer compiler.  DO NOT EDIT!
 # NO CHECKED-IN PROTOBUF GENCODE
 # source: message.proto
-# Protobuf Python Version: 6.33.0
+# Protobuf Python Version: 5.29.0
 """Generated protocol buffer code."""
 from google.protobuf import descriptor as _descriptor
 from google.protobuf import descriptor_pool as _descriptor_pool
@@ -11,8 +11,8 @@
 from google.protobuf.internal import builder as _builder
 _runtime_version.ValidateProtobufRuntimeVersion(
     _runtime_version.Domain.PUBLIC,
-    6,
-    33,
+    5,
+    29,
     0,
     '',
     'message.proto'
diff --git a/poetry.lock b/poetry.lock
index 4a0e928..b473546 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -1176,6 +1176,8 @@ files = [
     {file = "greenlet-3.2.4-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c2ca18a03a8cfb5b25bc1cbe20f3d9a4c80d8c3b13ba3df49ac3961af0b1018d"},
     {file = "greenlet-3.2.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9fe0a28a7b952a21e2c062cd5756d34354117796c6d9215a87f55e38d15402c5"},
     {file = "greenlet-3.2.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8854167e06950ca75b898b104b63cc646573aa5fef1353d4508ecdd1ee76254f"},
+    {file = "greenlet-3.2.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f47617f698838ba98f4ff4189aef02e7343952df3a615f847bb575c3feb177a7"},
+    {file = "greenlet-3.2.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af41be48a4f60429d5cad9d22175217805098a9ef7c40bfef44f7669fb9d74d8"},
     {file = "greenlet-3.2.4-cp310-cp310-win_amd64.whl", hash = "sha256:73f49b5368b5359d04e18d15828eecc1806033db5233397748f4ca813ff1056c"},
     {file = "greenlet-3.2.4-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:96378df1de302bc38e99c3a9aa311967b7dc80ced1dcc6f171e99842987882a2"},
     {file = "greenlet-3.2.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1ee8fae0519a337f2329cb78bd7a8e128ec0f881073d43f023c7b8d4831d5246"},
@@ -1185,6 +1187,8 @@ files = [
     {file = "greenlet-3.2.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2523e5246274f54fdadbce8494458a2ebdcdbc7b802318466ac5606d3cded1f8"},
     {file = "greenlet-3.2.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:1987de92fec508535687fb807a5cea1560f6196285a4cde35c100b8cd632cc52"},
     {file = "greenlet-3.2.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:55e9c5affaa6775e2c6b67659f3a71684de4c549b3dd9afca3bc773533d284fa"},
+    {file = "greenlet-3.2.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9c6de1940a7d828635fbd254d69db79e54619f165ee7ce32fda763a9cb6a58c"},
+    {file = "greenlet-3.2.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03c5136e7be905045160b1b9fdca93dd6727b180feeafda6818e6496434ed8c5"},
     {file = "greenlet-3.2.4-cp311-cp311-win_amd64.whl", hash = "sha256:9c40adce87eaa9ddb593ccb0fa6a07caf34015a29bf8d344811665b573138db9"},
     {file = "greenlet-3.2.4-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd"},
     {file = "greenlet-3.2.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ddf9164e7a5b08e9d22511526865780a576f19ddd00d62f8a665949327fde8bb"},
@@ -1194,6 +1198,8 @@ files = [
     {file = "greenlet-3.2.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3b3812d8d0c9579967815af437d96623f45c0f2ae5f04e366de62a12d83a8fb0"},
     {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:abbf57b5a870d30c4675928c37278493044d7c14378350b3aa5d484fa65575f0"},
     {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f"},
+    {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0"},
+    {file = "greenlet-3.2.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d"},
     {file = "greenlet-3.2.4-cp312-cp312-win_amd64.whl", hash = "sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02"},
     {file = "greenlet-3.2.4-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31"},
     {file = "greenlet-3.2.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cd3c8e693bff0fff6ba55f140bf390fa92c994083f838fece0f63be121334945"},
@@ -1203,6 +1209,8 @@ files = [
     {file = "greenlet-3.2.4-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:23768528f2911bcd7e475210822ffb5254ed10d71f4028387e5a99b4c6699671"},
     {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b"},
     {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:d25c5091190f2dc0eaa3f950252122edbbadbb682aa7b1ef2f8af0f8c0afefae"},
+    {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b"},
+    {file = "greenlet-3.2.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929"},
     {file = "greenlet-3.2.4-cp313-cp313-win_amd64.whl", hash = "sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b"},
     {file = "greenlet-3.2.4-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:49a30d5fda2507ae77be16479bdb62a660fa51b1eb4928b524975b3bde77b3c0"},
     {file = "greenlet-3.2.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:299fd615cd8fc86267b47597123e3f43ad79c9d8a22bebdce535e53550763e2f"},
@@ -1210,6 +1218,8 @@ files = [
     {file = "greenlet-3.2.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b4a1870c51720687af7fa3e7cda6d08d801dae660f75a76f3845b642b4da6ee1"},
     {file = "greenlet-3.2.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:061dc4cf2c34852b052a8620d40f36324554bc192be474b9e9770e8c042fd735"},
     {file = "greenlet-3.2.4-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:44358b9bf66c8576a9f57a590d5f5d6e72fa4228b763d0e43fee6d3b06d3a337"},
+    {file = "greenlet-3.2.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2917bdf657f5859fbf3386b12d68ede4cf1f04c90c3a6bc1f013dd68a22e2269"},
+    {file = "greenlet-3.2.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:015d48959d4add5d6c9f6c5210ee3803a830dce46356e3bc326d6776bde54681"},
     {file = "greenlet-3.2.4-cp314-cp314-win_amd64.whl", hash = "sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01"},
     {file = "greenlet-3.2.4-cp39-cp39-macosx_11_0_universal2.whl", hash = "sha256:b6a7c19cf0d2742d0809a4c05975db036fdff50cd294a93632d6a310bf9ac02c"},
     {file = "greenlet-3.2.4-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:27890167f55d2387576d1f41d9487ef171849ea0359ce1510ca6e06c8bece11d"},
@@ -1219,6 +1229,8 @@ files = [
     {file = "greenlet-3.2.4-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c9913f1a30e4526f432991f89ae263459b1c64d1608c0d22a5c79c287b3c70df"},
     {file = "greenlet-3.2.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b90654e092f928f110e0007f572007c9727b5265f7632c2fa7415b4689351594"},
     {file = "greenlet-3.2.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:81701fd84f26330f0d5f4944d4e92e61afe6319dcd9775e39396e39d7c3e5f98"},
+    {file = "greenlet-3.2.4-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:28a3c6b7cd72a96f61b0e4b2a36f681025b60ae4779cc73c1535eb5f29560b10"},
+    {file = "greenlet-3.2.4-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:52206cd642670b0b320a1fd1cbfd95bca0e043179c1d8a045f2c6109dfe973be"},
     {file = "greenlet-3.2.4-cp39-cp39-win32.whl", hash = "sha256:65458b409c1ed459ea899e939f0e1cdb14f58dbc803f2f93c5eab5694d32671b"},
     {file = "greenlet-3.2.4-cp39-cp39-win_amd64.whl", hash = "sha256:d2e685ade4dafd447ede19c31277a224a239a0a1a4eca4e6390efedf20260cfb"},
     {file = "greenlet-3.2.4.tar.gz", hash = "sha256:0dca0d95ff849f9a364385f36ab49f50065d76964944638be9691e1832e9f86d"},
diff --git a/pyproject.toml b/pyproject.toml
index a46bce9..b721b20 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "mirix"
-version = "0.2.0"
+version = "0.2.3"
 description = "Multi-Agent Personal Assistant with an Advanced Memory System"
 readme = "README.md"
 license = {text = "Apache License 2.0"}
diff --git a/scripts/packaging/setup_server.py b/scripts/packaging/setup_server.py
index 6fe6db9..04566c9 100644
--- a/scripts/packaging/setup_server.py
+++ b/scripts/packaging/setup_server.py
@@ -29,16 +29,21 @@
 with open(os.path.join(project_root, "README.md"), encoding="utf-8") as f:
     long_description = f.read()
 
+
 # Get version
 def get_version():
     import re
+
     version_file = os.path.join(project_root, "mirix", "__init__.py")
     with open(version_file, "r", encoding="utf-8") as version_f:
-        version_match = re.search(r"^__version__ = ['\"]([^'\"]*)['\"]", version_f.read(), re.M)
+        version_match = re.search(
+            r"^__version__ = ['\"]([^'\"]*)['\"]", version_f.read(), re.M
+        )
         if version_match:
             return version_match.group(1)
         raise RuntimeError("Unable to find version string.")
 
+
 # Server dependencies (comprehensive)
 server_dependencies = [
     # Core dependencies
@@ -49,32 +54,27 @@ def get_version():
     "Markdown>=3.5.0",
     "Pillow>=10.2.0,<11.0.0",
     "scikit-image>=0.22.0",
-    
     # LLM APIs
     "openai==1.72.0",
     "tiktoken>=0.5.0",
     "google-genai>=0.4.0",
     "anthropic>=0.23.0",
     "cohere>=4.0.0",
-    
     # FastAPI and server
     "fastapi>=0.104.1",
     "uvicorn[standard]>=0.31.1",
     "python-multipart>=0.0.6",
     "httpx>=0.25.0",
     "httpx_sse>=0.3.0",
-    
     # Database
     "sqlalchemy>=2.0.0",
     "psycopg2-binary>=2.9.0",
     "pg8000>=1.30.0",
     "pgvector>=0.2.0",
     "redis>=5.0.0",  # Redis client
-    
     # Pydantic and validation
     "pydantic>=2.0.0",
     "pydantic-settings>=2.0.0",
-    
     # Utilities
     "python-dotenv>=1.0.0",
     "demjson3>=3.0.0",
@@ -91,26 +91,27 @@ def get_version():
     "anyio>=4.7.0",
     "pyyaml>=6.0.0",
     "requests>=2.31.0",
-    
     # LlamaIndex
     "llama_index>=0.9.0",
     "llama-index-embeddings-google-genai>=0.1.0",
-    
     # Composio and MCP
     "composio>=0.3.0",
     "mcp>=0.1.0",
-    
     # Google APIs
     "google-auth>=2.0.0",
     "google-auth-oauthlib>=1.0.0",
     "google-auth-httplib2>=0.1.0",
     "google-api-python-client>=2.0.0",
-    
     # Observability
     "opentelemetry-api>=1.20.0",
     "opentelemetry-sdk>=1.20.0",
     "opentelemetry-exporter-otlp>=1.20.0",
     "opentelemetry-instrumentation-requests>=0.41b0",
+    # Voice processing
+    "SpeechRecognition>=3.10.0",
+    "pydub>=0.25.0",
+    # Protobuf (for queue message serialization) - compatible with pynumaflow
+    "protobuf>=3.20,<6.0",
 ]
 
 # Optional dependencies
@@ -126,14 +127,6 @@ def get_version():
         "ruff>=0.1.0",
         "pyright>=1.1.0",
     ],
-    "voice": [
-        "SpeechRecognition>=3.10.0",
-        "pydub>=0.25.0",
-    ],
-    "full": [
-        "SpeechRecognition>=3.10.0",
-        "pydub>=0.25.0",
-    ],
 }
 
 # Change to project root directory so we can use relative paths