Inspect
List the source files, look at real records, and write down the questions people need to answer.
CoreCortex helps you turn a collection of documents and data into a searchable corpus. It records how the data was prepared, runs retrieval tests, and shows which configuration works best.
CoreCortex records the source data, the passages made from it, the search index, and the test results. When a result is poor, you can see which choice to revisit.
List the source files, look at real records, and write down the questions people need to answer.
Give each record a stable ID, keep its source details, and split long documents into searchable passages.
Try keyword, vector, filtered, relational, or graph search where each one fits the data.
Run reviewed questions, inspect the misses, and keep the configuration that performs best.
The corpus already exists in your documents and systems. Thecorec.yaml file tells CoreCortex where the data comes from, how to prepare it, which indexes to build, and which retrieval plan to use.
apiVersion: corecortex.io/v1alpha1
kind: Corpus
metadata:
name: knowledge-operations
spec:
datasets:
- name: reference-guides
- name: change-records
indexes:
- name: evidence-search
retrievalPlans:
- name: evidence-investigationCore provides the data model, command line, adapters, and evaluation formats. Enterprise adds tools for onboarding data and running many controlled experiments.
Build and test retrieval with the open-source command line and APIs.
Prepare customer data and automate repeatable retrieval experiments.
Compare document conversion first, then chunking, embedding models, search methods, and the number of results sent to an answer model. Use the same reviewed questions for every comparable run.
Inventory the data and write down the questions retrieval must answer.
Get started →02 · TUTORIALPrepare two datasets, search across them, and inspect the evaluation results.
Follow the tutorial →03 · IMPROVEChange one variable at a time and use the same questions for each comparison.
Read the method →04 · EVALUATEMeasure whether search finds the expected passages and answers cite them correctly.
Read evaluation →Start with real records and real questions. Keep the source attached to every result. Measure each change before you keep it.