fit-process

name	fit-process
description	Build the knowledge indexes from HTML sources: process resources, then graphs and vectors. Use when populating the retrieval indexes an agent queries, as a build-pipeline step run in order before search or graph queries work.

Build the Knowledge Indexes

fit-process is the write surface that turns HTML knowledge sources into the indexes fit-rag queries. One binary, three subcommands run in order: resources parses HTML into typed resources, graphs derives an RDF graph from them, and vectors embeds them into a vector index.

When to Use

• Ingest HTML sources into typed resources — fit-process resources
• Derive the graph index from resources — fit-process graphs
• Embed resources into the vector index — fit-process vectors

Usage

# Run the stages in order — each reads what the previous produced.
fit-process resources --base https://example.invalid/
fit-process graphs
fit-process vectors

resources accepts --base (-b) to set the base URI for generated identifiers (default https://example.invalid/). resources and graphs run offline; vectors calls the embedding service. Run resources before graphs and vectors, which both read the resource index it writes. Once the indexes are built, query them with fit-rag.