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feat: add 'llm' command snippet for MongoDB shell (#7)
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89 changes: 89 additions & 0 deletions snippets/llm-command/LICENSE
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64 changes: 64 additions & 0 deletions snippets/llm-command/README.md
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# LLM Command Snippet

This snippet adds an `llm` command to mongosh that provides helpful suggestions or recommendations for MongoDB-related tasks. The query results are generated using Groq API by default, with an option to use other models via Ollama.

## Prerequisites

```
export GROQ_API_KEY=gsk_XXXXXXX
mongosh
```

## Usage

After installing the snippet, you can use the `llm` command in your MongoDB shell like this:

```javascript
llm("very briefly, just the command, do not use markdown: in mongosh how to get the collections names of current db?");
```

This will output a possible solution to your query, such as `db.getCollectionNames()`.

```javascript
llm("very briefly, just the command, do not use markdown: in mongosh replace all documents of a collection with property {'set':'llm102'} with the new value {'set':'llm101'} in current db?")
```

This will output a possible solution to your query, such as `db.collection.updateMany({ set: 'llm102' }, { $set: { set: 'llm101' } })`.

You can also specify a different model to use with an optional parameter:
```javascript
llm("Your query here", { model: "phi3.5" });
```
This will use the specified model (in this case, 'phi3.5') via Ollama instead of the default Groq API.

## Models

By default, the `llm` command uses the Groq API with the 'llama-3.1-70b-versatile' model. You can use other models by specifying them in the optional parameter:

- Groq API (default): No need to specify, just use `llm("Your query")`.
- Ollama models: Specify the model name, e.g., `llm("Your query", { model: "gemini2" })` or `llm("Your query", { model: "phi3.5" })`.

Note: When using Ollama models, make sure you have Ollama running locally on the default port (11434).


## Installation

You can install this snippet using the `snippet` command in mongosh:

```javascript
snippet install llm-command
```

## Troubleshooting

If you get the error:
```
"Error: Cannot find module 'groq-sdk'"
```
then, go to your $USER/.mongodb/mongosh/snippets/node_modules/@juananpe/snippets-llm-command folder
and run `npm install`. Then close and open mongosh again.


## License

This snippet is licensed under the Apache-2.0 license.
65 changes: 65 additions & 0 deletions snippets/llm-command/index.js
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(() => {
const localRequire = require("module").createRequire(__filename);
const fetch = localRequire("node-fetch-commonjs");
const Groq = require('groq-sdk');

const groqApiKey = process.env['GROQ_API_KEY'];

globalThis.llm = async function (message, options = {}) {
const model = options.model || 'groq'; // Default to Groq if no model specified

try {
if (model.toLowerCase() !== 'groq') {
// Ollama version (for any non-Groq model)
const response = await fetch("http://127.0.0.1:11434/api/chat", {
method: "POST",
headers: {
"Content-Type": "application/json",
},
body: JSON.stringify({
model: model.toLowerCase(), // Use the specified model
messages: [
{
role: "user",
content: message,
},
],
stream: false,
}),
});

const data = await response.json();

if (data.message) {
return data.message.content;
} else {
return "No message found in the response.";
}
} else {
// Groq (llama) version
if (!groqApiKey) {
console.warn('Groq API key is not set. Please set the GROQ_API_KEY environment variable.');
return 'Unable to fetch message due to missing Groq API key.';
}

const groq = new Groq({
apiKey: groqApiKey,
});

const chatCompletion = await groq.chat.completions.create({
messages: [{ role: 'user', content: message }],
model: 'llama-3.1-70b-versatile',
});

if (chatCompletion.choices && chatCompletion.choices.length > 0) {
return chatCompletion.choices[0].message.content;
} else {
return "No message found in the response.";
}
}
} catch (error) {
console.error("Error fetching message:", error);
return "An error occurred while fetching the message.";
}
};
})();
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