ColossalQA - Langchain-based Document Retrieval Conversation System

Table of Contents

Overall Implementation

Highlevel Design

Step 1: Collect Data

Step 2: Split Data

Step 3: Construct Vector Stores

Step 4: Retrieve Relative Text

Step 5: Format Prompt

Step 6: Inference

Step 7: Update Memory

Supported Language Models (LLMs) and Embedding Models

Install

How to Use

Collect Your Data

Run The Script

The Plan

Reference