sgawtho commited on
Commit
49068b7
1 Parent(s): cd4a2a8

updated README

Browse files
Files changed (1) hide show
  1. README.md +11 -14
README.md CHANGED
@@ -1,14 +1,11 @@
1
- # ChatWithPinecone 🌲
2
-
3
- This is a conversational application integrating multiple technologies: Pinecone, OpenAI embeddings, and the Chainlit framework. Here's an analysis of its key components and functionality:
4
-
5
- An index in Pinecone is was created to store and retriev vectorized data. OpenAI embeddings were used to convert text to vectors so they can be stored and searched in the Pinecone index.
6
-
7
- The following diagram shows the flow of data in the application:
8
-
9
- 1. The user enters a message in the chatbot.
10
- 2. The message is sent to the Pinecone Storage Index.
11
- 3. The user's prompt is vectorized using OpenAI embeddings and sent to the Pinecone Storage Index to retrieve the top three documents relating to the prompt.
12
- 4. The top three documents are summarized from an LLM providing an answer back to the user.
13
-
14
- ![Flow Diagram](./image1.png)
 
1
+ ---
2
+ title: RAQA-Pinecone
3
+ emoji: 🌲
4
+ colorFrom: red
5
+ colorTo: blue
6
+ sdk: docker
7
+ pinned: false
8
+ license: openrail
9
+ ---
10
+
11
+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference