RAG (Retrival Arguments Generation):

Pre Steps:

1. 🔑 Add to the project Open-AI API key https://platform.openai.com/settings/organization/api-keys (It is not Free, you need to pay 1-10$ for subscription)
2. Run docker-compose. It will run container with postgres + pg vector extension and creates the table from this script

You need to implement:

1. Add Open AI keys in Constant class
2. ChatApp, implement all the flow described in todo
3. OpenAIEmbeddingsClient, implement all the flow described in todo
4. TextProcessor, implement all the flow described in todo

Valid request samples:

What safety precautions should be taken to avoid exposure to excessive microwave energy?

What is the maximum cooking time that can be set on the DW 395 HCG microwave oven?

How should you clean the glass tray of the microwave oven?

What materials are safe to use in this microwave during both microwave and grill cooking modes?

What are the steps to set the clock time on the DW 395 HCG microwave oven?

What is the ECO function on this microwave and how do you activate it?

What are the specifications for proper installation, including the required free space around the oven?

How does the multi-stage cooking feature work, and what types of cooking programs cannot be included in it?

What should you do if food in plastic or paper containers starts smoking during heating?

What is the recommended procedure for removing odors from the microwave oven?

Invalid request samples:

What do you know about the Codeus community?

What do you think about the dinosaur era? Why did they die?

RAG assessment

Here is simple test to evaluate yourself Google form

Useful links

• https://platform.openai.com/docs/guides/embeddings
• https://platform.openai.com/docs/api-reference/embeddings/create