Llmchat Knowledge Converter

LLM Chat Knowledge Converter 🧠


**Transform your AI conversations into a searchable knowledge base with knowledge graph integration.**

Convert LLM chat exports (Claude, ChatGPT) into a unified, searchable format with full-text search, semantic embeddings, and knowledge graph ingestion capabilities. Your conversations become a queryable knowledge repository that integrates with sophisticated knowledge management systems.

🎯 What This Does

This toolkit provides a complete pipeline for converting, searching, and ingesting LLM conversations:

graph LR
    A[Chat Export
ZIP] -->|convert.py| B[Normalized
Markdown]
    B -->|SQLite FTS5| C[Full-Text
Search]
    B -->|Optional| D[Semantic
Embeddings]
    C -->|search_chats.py| E[Find
Conversations]
    E -->|kg ingest| F[Knowledge
Graph]
    B -->|Optional| G[Obsidian
Vault]

    style A fill:#e74c3c,stroke:#333,stroke-width:2px,color:#fff
    style B fill:#3498db,stroke:#333,stroke-width:2px,color:#fff
    style C fill:#27ae60,stroke:#333,stroke-width:2px,color:#fff
    style D fill:#9b59b6,stroke:#333,stroke-width:2px,color:#fff
    style E fill:#f39c12,stroke:#333,stroke-width:2px,color:#fff
    style F fill:#1abc9c,stroke:#333,stroke-width:2px,color:#fff
    style G fill:#34495e,stroke:#333,stroke-width:2px,color:#fff

🚀 Quick Start

Installation

git clone https://github.com/aaronsb/llmchat-knowledge-converter.git
cd llmchat-knowledge-converter
./scripts/install-pipx.sh  # One-time setup

Basic Usage

# Convert (both providers auto-detected)
llmchat-convert claude export.zip --name my-vault
llmchat-convert chatgpt export.zip --name my-vault

# Search conversations
llmchat-search output/my-vault "search query"

# Get paths for knowledge graph ingestion
llmchat-search output/my-vault "topic" --json --ontology topic-name

📥 Exporting Chat History