pinecone-io / semantic-search-example Goto Github PK

Is this your first time submitting a feature request?

• I have searched the existing issues, and I could not find an existing issue for this feature
• I am requesting a straightforward extension of existing functionality

Describe the feature

Hello! I appreciate your efforts in creating this.

May I inquire if it's feasible to incorporate OpenAI embeddings? If it is, how challenging would it be to integrate both the current and OpenAI embeddings in this script?

If you can direct me on how to do it, I would gladly assist in adding that feature. I am unfamiliar with Pinecone, so any assistance would be beneficial. Thank you!

Describe alternatives you've considered

No response

Who will this benefit?

No response

Are you interested in contributing this feature?

No response

Anything else?

No response

Is this a new bug?

• I believe this is a new bug
• I have searched the existing issues, and I could not find an existing issue for this bug

Current Behavior

When I run npm start -- load --csvPath=test.csv --column=question2, I get the following error:

PineconeUnmappedHttpError: An unexpected error occured while calling the https://controller.us-east4-gcp.pinecone.io/databases endpoint.  index semantic-search already exists Status: 409.

After discussion with Roie, there should be a simple fix in load.ts that can properly check for the existence of the index and properly connect to the existing index to allow for the upload of the second column.

Expected Behavior

The npm start -- load --csvPath=test.csv --column=question2 command in the ReadMe executes without issue and the second column of questions is uploaded.

Steps To Reproduce

1. Clone the repository and execute npm run build.
2. Run npm start -- load --csvPath=test.csv --column=question1
3. Run npm start -- load --csvPath=test.csv --column=question2 and observe the error noted above.

Relevant log output

No response

Environment

- **OS**:
- **Language version**:
- **Pinecone client version**:

Additional Context

No response

Is this a new bug?

• I believe this is a new bug
• I have searched the existing issues, and I could not find an existing issue for this bug

Current Behavior

The application throws a runtime error when trying to load the column question1 into the index semantic-search

See: src/load.ts, missing parameter metric

Expected Behavior

The application should load the column question1 into the index semantic-search

Steps To Reproduce

Follow the instructions in README.md:

1. build the application
2. run npm start -- load --csvPath=test.csv --column=question1

Relevant log output

PineconeUnmappedHttpError: An unexpected error occured while calling the https://controller.gcp-starter.pinecone.io/databases endpoint.  Failed to deserialize the JSON body into the target type: missing field `metric` at line 1 column 42 Status: 422.

Environment

• OS: macOS Ventura 13.6
• Language version: typescript
• Pinecone client version: ^1.0.0

Additional Context

No response