Talocode Wiki

Agent knowledge base — ingest, query, and manage a structured wiki of plain Markdown files.

Talocode Wiki turns any agent into a knowledge-powered assistant. It creates, maintains, and queries a structured knowledge base that persists across sessions.

Install

pip install talocode-wiki

Quickstart

from talocode_wiki import WikiClient

# Initialize wiki
wiki = WikiClient(wiki_dir="./wiki")
wiki.init()

# Ingest content
wiki.ingest("notes.md", "Content to remember...")

# Query
result = wiki.query("What do we know about AI?")
print(result["answer"])

# Check health
health = wiki.lint()
print(f"Pages: {health['stats']['pages']}")

CLI Usage

# Initialize wiki
wiki init

# Ingest a file
wiki ingest research-paper.pdf

# Query the knowledge base
wiki query "what do you know about AI agents?"

# Check wiki health
wiki lint

# Save conversation
wiki save "Key insights" -c "Important findings"

API

WikiClient

from talocode_wiki import WikiClient

wiki = WikiClient(wiki_dir="./wiki")

# Initialize
wiki.init()

# Ingest content
result = wiki.ingest("source.md", "Content to ingest")
# Returns: {"source": "source", "pagesCreated": 5, "linksCreated": 3, "pages": [...]}

# Query
result = wiki.query("What is X?")
# Returns: {"answer": "Found 3 relevant sources...", "sources": [...]}

# Lint
result = wiki.lint()
# Returns: {"orphans": [...], "deadLinks": [...], "stats": {...}}

# Save
path = wiki.save("Title", "Content")
# Returns: "conversation-2026-07-21"

Talocode Ecosystem

License

MIT © Talocode