episodic-llm-mem v1.0.0

Library Title: episodic-mem-js (or your chosen name)

Description: A brief description of what the library does (episodic vector memory, long context, etc.).

Installation Instructions:

Installation

npm install episodic-mem-js
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Usage Examples: Provide clear and concise code examples to show how to use the EpisodicVectorMemory class. Include examples for:

Importing the library.

Creating an instance of EpisodicVectorMemory.

Adding vectors (with and without text/metadata).

Querying vectors.

Saving and loading memory.

Here's an example usage section in README.md:

## Usage

```javascript
const EpisodicVectorMemory = require('episodic-mem-js');

const memory = new EpisodicVectorMemory();

memory.add([1, 0, 0], "Document 1", { source: "file1.txt" });
memory.add([0, 1, 0], "Document 2", { source: "file2.pdf" });

const queryVector = [0.9, 0.1, 0];
const results = memory.query(queryVector, 1);

console.log("Query Results:", results); // Output the results

// Saving and Loading
memory.save('my_memory.json');

const loadedMemory = new EpisodicVectorMemory();
loadedMemory.load('my_memory.json');

console.log("Loaded Memory Query:", loadedMemory.query(queryVector, 1));
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Constructor Options: Explain the constructor parameters (eventTimeThreshold, temporalContextWindow) and what they control.

### Constructor Options

```javascript
const memory = new EpisodicVectorMemory({
    eventTimeThreshold: 600000, // 10 minutes in milliseconds
    temporalContextWindow: 3 // Retrieve +/- 3 events
});
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eventTimeThreshold (milliseconds): Time threshold to start a new episodic event. Default is 300000 ms (5 minutes).

temporalContextWindow (integer): Number of temporally adjacent events to retrieve around similar events during a query. Default is 2.

API Documentation (Optional but good): You can list the methods (add, query, save, load) and briefly describe their parameters and return values.

Further Customization: Mention any potential customizations (like different segmentation methods if you implemented any, or plans for future features).

License Information: MIT License