Added gpt_action_mongodb_vector.md and modified registry.yaml for Mon… #1424
Conversation
…goDB vector support
|
|
||
| ### Middleware Function | ||
|
|
||
| To create a Google Run Function, follow the steps in the [GCP Functions Action](https://cookbook.openai.com/examples/chatgpt/gpt_actions_library/gpt_middleware_google_cloud_function) cookbook. |
There was a problem hiding this comment.
would rename to "GPT Actions library (Middleware) - Google Cloud Function" (or other providers – we don't require GCP, right?)
|
|
||
| ## Application Information | ||
|
|
||
| ### Application Key Links |
There was a problem hiding this comment.
I guess we're trying to remove those links or have them as hyperlink in the description to avoid verbosity. The Canvas LMS cookbook as been revamped to show this: https://cookbook.openai.com/examples/chatgpt/gpt_actions_library/gpt_action_canvas / https://github.com/openai/openai-cookbook/blob/main/examples/chatgpt/gpt_actions_library/gpt_action_canvas.md
| Your `.env` file should contain the following values | ||
|
|
||
| ``` | ||
| OPENAI_API_KEY= |
There was a problem hiding this comment.
could we include example of format (e.g: sk-xxxx) – if useful ?
also can we point on how to actually pass those variables to the function (or at least indicating to set-up those variables in the middleware env) ?
|
|
||
| ### Create vector index | ||
|
|
||
| Ensure that your MongoDB collection has a vector index. Here is an example of how to create one |
There was a problem hiding this comment.
Do we have a script to run this on the MONGODB_URI or a command line to connect to it?
|
|
||
| Below is an example of what connecting to this Middlware might look like. You'll need to insert your application's & function's information in this section. | ||
|
|
||
| ```javascript |
|
|
||
| ### In ChatGPT (refer to Step 2 in the Getting Started Example) | ||
|
|
||
| In ChatGPT, click on "Authentication" and choose **"OAuth"**. Enter in the information below. |
There was a problem hiding this comment.
Wouldn't we want to leverage a MongoDB Oauth connection, if possible? https://www.mongodb.com/docs/atlas/security-oidc/
Does it enable all authenticated users to Google (regardless of their directory) to run the function?
|
|
||
| ### Test the GPT | ||
|
|
||
| You are now ready to test out the GPT. You can enter a simple prompt like "I want to watch movies that involve spies and world war" and expect to see the following: |
There was a problem hiding this comment.
I imagine we'd like to load a dataset for this to be able to give that answer?
MongoDB Vector Database
Summary
Added in the ability to perform a semantic search in MongoDB Vector Search
Motivation
We were planning to include a cookbook for a vector database like Pinecone. I decided to use MongoDB because it has a larger market share
For new content
When contributing new content, read through our contribution guidelines, and mark the following action items as completed:
We will rate each of these areas on a scale from 1 to 4, and will only accept contributions that score 3 or higher on all areas. Refer to our contribution guidelines for more details.