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miararoy committed Oct 26, 2023
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20 changes: 3 additions & 17 deletions README.md
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Expand Up @@ -133,8 +133,6 @@ And follow the CLI instructions. The index that will be created will have a pref

> To learn more about Pinecone Indexes and how to manage them, please refer to the following guide: [Understanding indexes](https://docs.pinecone.io/docs/indexes)
![](.readme-content/canopy-new.gif)

### 2. Uploading data

You can load data into your **Canopy** Index by simply using the CLI:
Expand Down Expand Up @@ -162,8 +160,6 @@ Canopy support single or mulitple files in jsonl or praquet format. The document

Follow the instructions in the CLI to upload your data.

![](.readme-content/canopy-upsert.gif)

### 3. Start the **Canopy** service

**Canopy** service serve as a proxy between your application and Pinecone. It will also handle the RAG part of the application. To start the service, run:
Expand All @@ -172,19 +168,14 @@ Follow the instructions in the CLI to upload your data.
canopy start
```

Now, you should be prompted with standard Uvicorn logs:
Now, you should be prompted with the following standard Uvicorn message:

```
Starting Canopy service on 0.0.0.0:8000
INFO: Started server process [24431]
INFO: Waiting for application startup.
INFO: Application startup complete.
...
INFO: Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)
```

![](.readme-content/canopy-start.gif)


> **_📝 NOTE:_**
>
> The canopy start command will keep the terminal occupied. To proceed with the next steps, please open a new terminal window.
Expand All @@ -202,8 +193,6 @@ canopy chat

This will open a chat interface in your terminal. You can ask questions and the **Canopy** will try to answer them using the data you uploaded.

![](.readme-content/canopy-chat.gif)

To compare the chat response with and without RAG use the `--baseline` flag

```bash
Expand All @@ -212,9 +201,6 @@ canopy chat --baseline

This will open a similar chat interface window, but will send your question directly to the LLM without the RAG pipeline.

![](.readme-content/canopy-chat-no-rag.gif)


### 5. Stop the **Canopy** service

To stop the service, simply press `CTRL+C` in the terminal where you started it.
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