Passage identity
Check whether every result has a stable identifier and can be retrieved again after the index changes.
Architecture comparison · Christian AI
Feason Context vs.
a generic theology RAG pipeline
Compare Feason Context with a generic retrieval-augmented generation pipeline for Christian AI: corpus work, provenance, tradition coverage, citation verification, and operational responsibility.
Maintained by Feason
Short answer
Choose for the evidence contract you need.
Use Feason Context when you want a maintained, provider-neutral Christian evidence layer with stable passage identifiers, provenance, explicit tradition coverage, and citation verification. Build a custom pipeline when owning the corpus and retrieval method is itself a core product requirement.Comparison
Different tools solve different layers.
| Approach | Best for | Provides | Your responsibility |
|---|---|---|---|
| Feason Context | Teams that need Christian evidence through REST or MCP without operating the corpus. | Versioned passages, provenance, tradition attribution, coverage boundaries, evidence packets, and exact citation verification. | Model behavior, user experience, final conclusions, pastoral safeguards, and application-specific evaluation. |
| Managed generic RAG | Teams with their own documents that want hosted ingestion, embeddings, retrieval, and scaling. | General document processing and retrieval infrastructure, often with configurable chunking and ranking. | Source rights, theological taxonomy, edition integrity, disputed-view handling, citation semantics, and domain evaluation. |
| Custom RAG pipeline | Research or product teams that require complete control of corpus, ranking, hosting, and release policy. | Maximum architectural control and the ability to encode a proprietary method. | The full ingestion, editorial, retrieval, security, evaluation, governance, and operations lifecycle. |
Evaluation criteria
Inspect the evidence, not the pitch.
Edition and provenance
Require source title, author, edition or translation, license, canonical reference, and a resolvable provenance path.
Tradition boundaries
Test whether a system distinguishes attributed positions, shared claims, disagreement, and missing corpus coverage.
Negative evidence
A failed retrieval must not silently become proof that a source or tradition has no teaching on the subject.
Citation verification
Ask whether an exact quotation can be compared with an immutable source snapshot rather than trusted from generated prose.
Release evaluation
Inspect retrieval recall, citation integrity, latency, failure behavior, and the process used to approve corpus changes.
Implementation
A bounded way to test the choice.
Choose representative questions
Use questions that require Scripture, a primary historical source, a disputed tradition claim, and an explicitly missing source.
Compare returned evidence
Score passage relevance, provenance completeness, tradition attribution, caveats, and whether the same citation resolves twice.
Test failure behavior
Remove a requested tradition or ask for an unsupported quotation. Prefer systems that disclose the gap instead of filling it from model memory.
Measure operational ownership
Estimate who maintains licenses, snapshots, embeddings, evaluation sets, access control, incident response, and release review.
Questions
Frequently asked.
Is Feason Context a complete AI answer service?
No. Feason returns source-grounded evidence, citations, coverage, and caveats. The calling application chooses its model, prompt, interface, pastoral boundaries, and final wording.
Can a team build the same capabilities with generic RAG?
A team can build a theology retrieval system with general infrastructure. It must still acquire and license sources, preserve editions and provenance, model traditions and disputed claims, evaluate retrieval, verify citations, and operate the index.
When is a custom RAG pipeline the better choice?
A custom pipeline is appropriate when a team needs full control of a proprietary corpus, ranking logic, hosting boundary, or research method and can sustain the editorial and operational work.
Does Feason decide which Christian tradition is correct?
No. Feason attributes disputed positions to sources and traditions, reports missing coverage, and returns evidence rather than a platform-wide theological verdict.
Feason Context · Source-grounded Christian evidence