features: Google's Palm AI Integration, Vector Stores Integration, Unit Tests

[kksahay]

Scope

This PR has three features:

1. The first one is the integration of Palm AI by Google. It's one of the best chat models out there and it integrates smoothly with the codebase and the bot decorator as its API is almost the same as GPT.
2. The Second feature is about querying over unstructured data with the help of vector stores. For that, we are using chromadb which is an open-source database for storing the embedded vectors. Unstructured data are converted into embedded vectors by APIs given by chat models. For demo purposes, I have used String data which can be replaced with pdf, csv, doc using appropriate loaders.
3. The third feature is the addition of unit test. Unit test for bot decorator has been added.

• [✅] [Palm AI Integration]
• [✅] [Vector Stores]
• [✅] [Unit Test]

Screenshots

Code improvements

• [Did you add some generic like utility, component, or anything else useful outside of this PR]

Developer checklist

• [✅] I’ve manually tested that code works locally on desktop and mobile browsers.
• [✅] I’ve reviewed my code.
• [✅] I’ve removed all my personal credentials (API keys etc.) from the code.

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Name	Status	Preview	Comments	Updated (UTC)
textbase	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Sep 4, 2023 6:18am