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.

Features

• Ingest documents, PDFs, web pages, and text into linked knowledge pages
• Query the knowledge base with natural language questions
• Cross-reference and link related concepts automatically
• Hot cache for instant context in new sessions
• Lint the wiki to find contradictions, dead links, and orphans
• Obsidian-compatible — plain Markdown, works with Graph View

Install

# npm
npm install -g @talocode/wiki

# pip
pip install talocode-wiki

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 from today"

SDK Usage

TypeScript

import { WikiClient } from '@talocode/wiki';

const wiki = new WikiClient({ wikiDir: './wiki' });
await wiki.init();

// Ingest content
await wiki.ingest('notes.md', 'Content to remember...');

// Query
const result = await wiki.query('What do we know about X?');
console.log(result.answer);

Python

from talocode_wiki import WikiClient

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 X?')
print(result.answer)

MCP Integration

Add to your agent config:

{
  "mcp": {
    "wiki": {
      "type": "local",
      "command": ["npx", "-y", "@talocode/wiki", "mcp"]
    }
  }
}

Available tools:

• wiki_init — Initialize wiki structure
• wiki_ingest — Ingest content into knowledge base
• wiki_query — Query with natural language
• wiki_lint — Check wiki health
• wiki_save — Save content as wiki page

Hosted API

# Ingest
curl -X POST https://api.talocode.site/v1/wiki/ingest \
  -H "Authorization: Bearer $TALOCODE_API_KEY" \
  -d '{"content": "...", "source": "notes.md"}'

# Query
curl -X POST https://api.talocode.site/v1/wiki/query \
  -H "Authorization: Bearer $TALOCODE_API_KEY" \
  -d '{"question": "What do you know about AI?"}'

API Pricing

Action	Credits
Ingest	5
Query	3
Lint	2
Init	Free

Wiki Structure

wiki/
├── index.md           # Master index
├── hot.md             # Recent context cache
├── domains/           # Domain-specific knowledge
├── sources/           # Ingested sources
│   └── <source>/
│       ├── index.md
│       └── pages/
└── links.md           # Cross-references

Commands

Command	Description
wiki init	Initialize wiki structure
wiki ingest <file>	Add file to knowledge base
wiki query <question>	Search the wiki
wiki lint	Check for issues
wiki save <title>	Save content as page

Related Packages

Package	npm	PyPI
DocuLane	@talocode/doculane	talocode-doculane
XSearchLane	@talocode/xsearchlane	talocode-xsearchlane
Wiki	@talocode/wiki	talocode-wiki

License

MIT © Talocode