📚 Knowledge (Retrieval-augmented generation)

[hejny]

Knowledge source

...

Knowledge piece

...

🟥 | 🔴
🟥 | 🔴
🟥 | 
🟧 | 
🟧 | 
🟧 | 🟠
🟨 | 🟡
🟨 | 
🟨 | 
🟩 | 
🟩 | 
🟩 | 
🟦 | 🔵
🟦 | 🔵
🟦 | 🔵
🟪 | 🔵
🟪 | 
🟪 | 🟣

---

Give personas access to external knowledge*.

• RAG
• Function call
• Index search
• Keyword search
• Compression Search
• LLM Search
• external search
• general tools like calculator
• Web search with restrictions
• Allows you to simply upload the document and automatically create the knowledgebase*.
• Maybe create parameter {context} or {knowledge}*

---

• Think of the best word for this, "RAG" is a technical term, maybe "library", "knowledge", "wizard", "sage".

[hejny]

🧪 What we tried

(Describe our experience here)

[hejny]

🔎 Existing solutions

(Do some research / discussion)

• Has anyone else had the same problem?
• Has a project come up with the solution
• Is there a research paper about it?
• Is there an article, video, podcast about it?
• Is this even a good idea?

[hejny]

TODO: [🏏] Leverage the batch API and build queues @see https://platform.openai.com/docs/guides/batch