* Add shacl extra to pyproject.toml (fixes#736)
* docs(changelog): add entry for shacl extra fix (#736)
by @Sameer6305
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Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
'By default, initializing ... with storage_path=...' read as if passing
storage_path were the default, contradicting the very next sentence
about the no-argument in-memory default. Rephrased so the in-memory
default isn't undercut by the first sentence.
* docs: improve SHACL validation guide onboarding and workflow guidance
* docs: fix SHACL validation implementation mismatches
* docs: fix stale violation URIs and drop unused imports in SHACL guide
Step 5's illustrative explain_violations() output still referenced the
old cti.example.org/data/... node URIs after Step 4's data_ttl was
rewritten to use example.org/... URIs. Also removes now-unused
export_rdf/tempfile/os imports left over from replacing dynamic RDF
export with inline Turtle strings in five of the code examples.
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Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
Step 5's illustrative explain_violations() output still referenced the
old cti.example.org/data/... node URIs after Step 4's data_ttl was
rewritten to use example.org/... URIs. Also removes now-unused
export_rdf/tempfile/os imports left over from replacing dynamic RDF
export with inline Turtle strings in five of the code examples.
Condense the CLI section to the essential install/usage snippet and
command groups, pointing to docs.getsemantica.ai for the full
reference instead of maintaining static terminal mockups in the README.
Consolidate the hero around a single category claim (Context and
Accountability Layer for AI agents), drop the named-competitor
comparison table (LangChain/LlamaIndex/Mem0/Zep/Palantir Foundry),
remove GitHub alert-box tips/notes, cut redundant module/changelog
sections, strip vanity feature counts, and trim em dashes for a
cleaner, more premium read.
- Add SQLITE_VEC_AVAILABLE flag via importlib.util.find_spec so the test
suite's skipif actually reflects whether sqlite-vec is installed; it was
previously undefined, causing all sqlite vector store tests to be
silently skipped regardless of installation state.
- Actually apply PRAGMA synchronous=NORMAL alongside journal_mode=WAL when
use_wal=True, matching the documented behavior; document use_wal as an
opt-in kwarg in the docstring and usage guide.
- Correct _is_safe_identifier error messages (regex never allowed hyphens).
- Batch get() and update() with IN(...)/executemany instead of per-id
round trips, consistent with add()/delete().
- Fix flaky test_update_vectors assertion that relied on list.index()
over dicts containing numpy arrays.
- Reorder sqlite_vec_store import alphabetically in vector_store/__init__.py.
Co-Authored-By: Luffy2208 <209925020+Luffy2208@users.noreply.github.com>
Revert badge rows to flat-square (for-the-badge rendered as
mismatched oversized blocks), convert the subtitle to a native
blockquote for GitHub's built-in muted-grey text styling, and
trim "The" from the tagline.
Update the hero tagline, subtitle, and comparison table to frame
Semantica as Palantir-grade knowledge/decision intelligence that is
open source, self-hostable, and priced for startups through
Fortune 500, not just enterprise budgets.
* docs: improve conflict resolution guide onboarding and workflow guidance
* docs: fix conflict resolution implementation mismatches
* docs: correct credibility-weighted example output values
Fix stale/incorrect weight and confidence figures in the conflict
resolution guide that don't match actual resolver output, and update
a leftover credibility_score field reference in Common Pitfalls.
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Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
Fix stale/incorrect weight and confidence figures in the conflict
resolution guide that don't match actual resolver output, and update
a leftover credibility_score field reference in Common Pitfalls.
The merging example told readers to use merge_entity_group() for
already-confirmed duplicate groups, but the code right below it still
called merge_duplicates() on group.entities, which re-runs duplicate
detection redundantly. Update the call to match the stated guidance.
- Correct the unsupported-rule-key pitfall: absent keys fail compliance,
present keys (any value) pass — the previous wording had this backwards.
- Remove required_ltv/pd/lgd/dsti/credit_score: True from the mortgage
example. required_* checks equality against the given value, so True
against a real numeric field silently marks compliant decisions as
non-compliant (verified: a fully passing decision still returned False).
The min_/max_ rules already enforce presence of ltv/dsti/credit_score.
* docs: improve export guide onboarding and workflow guidance
* docs: fix export guide implementation mismatches
* docs: revert .content to .text in export guide examples
FileObject.content is raw bytes; AgentContext.store() only accepts str/list and raises ValueError on bytes, so the previous fix commit broke both domain examples.
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Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
FileObject.content is raw bytes; AgentContext.store() only accepts str/list and raises ValueError on bytes, so the previous fix commit broke both domain examples.
* docs: improve agent memory guide onboarding and usage guidance
* docs: align Agent Memory guide with persistence implementation
* docs: fix misleading index_path persistence claim across guides
VectorStore's index_path kwarg is silently absorbed into FAISSStore's
**config and never read anywhere in faiss_store.py, so it does not make
the FAISS index persist across restarts as several docs implied. Real
persistence requires an explicit VectorStore.save()/.load() call, or
AgentContext.save()/.load() which cascades to it.
- docs/reference/context.md: rewrite the "Persist your vector store"
tip to explain the actual save()/load() mechanism instead of the
dead index_path kwarg.
- docs/guides/graphrag.md, decision-intelligence.md, ingest.md,
semantic-extraction.md: drop the dead index_path=... kwarg from
VectorStore(backend="faiss", ...) constructor calls.
Follow-up to #691, which fixed the same false claim in
docs/guides/agent-memory.md but missed these other files.
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Co-authored-by: KaifAhmad1 <kaifahmad087@gmail.com>
KaifAhmad1