PDF Loader Component

Document Repository

Chunk Storage

Embedding Generator

Vector Database (ChromaDB/ Pinecone)

Chunks

Corered chunks

storeRaw

Emebdding

Client Component

Query Processor

LLM Interface (MistralAI / OpenAI etc.)

LLM Interface (MistralAI)

Response Generator Component

Response Generator Component

input

retrieve

output

display