Nia

Nia provides tools for indexing and searching external repositories, research papers, local folders, documentation, packages, and performing AI-powered research. Its primary goal is to reduce hallucinations in LLMs and provide up-to-date context for AI agents.

Deterministic Workflow

1. Check if the source is already indexed using manage_resource (when listing sources, use targeted query to save tokens since users can have multiple sources indexed) or check any nia.md files for already indexed sources.
2. If it is indexed, check the tree of the source or ls relevant directories.
3. After getting the grasp of the structure (tree), use 'search', 'nia_grep', 'nia_read' for targeted searches.
4. If helpful, use the context tool to save your research findings to make them reusable for future conversations.
5. Save your findings in an .md file to track: source indexed, used, its ID, and link so you won't have to list sources in the future and can get straight to work.

Notes:

• If the source isn't indexed, index it. Note that for docs you should always index the root link like docs.stripe.com so it will always scrape all pages.
• If you need to index something but don't know the link for that source, use nia_research (quick or deep modes).
• Once you use the index tool, do not expect it to finish in 1-3 seconds. Stop your work or do something that will make your work pause for 1-5 minutes until the source is indexed, then run manage_resource again to check its status. You can also prompt the user to wait if needed.