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v0.6.7
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21 Commits
Author SHA1 Message Date
Mohd Kaif 25289023fe docs: replace all CardGroup/Card blocks with animated bullet points across all 50 docs pages (#648) 
- Fix What's new → link in Info banner (now a proper <a> tag, always clickable)
- Replace 4-stat CardGroup on index with inline premium stats row
- Convert every <CardGroup>/<Card> block site-wide to markdown bullet lists:
  content sections → bold-title bullets with sub-bullets, nav cards → [Title](href) — description
- Add cursor-animated list item hover effects to custom.css:
  green inset left border, subtle background tint, marker color change on hover
- Affects index, getting-started, quickstart, concepts, modules, faq, architecture,
  installation, cookbook, glossary, learning-more, explorer-setup, cli-setup,
  community, contributing-guide, governance, citation, project-license,
  all integrations pages, and all 20+ reference module pages
 2026-06-17 23:18:40 +05:30
Mohd Kaif e04dc12e6e docs: premium UI improvements — navbar links, hover effects, inline tips, accordion troubleshooting (#646) 
- Move Discord, GitHub, PyPI, and Follow on X links from sidebar anchors to top-right navbar
- Lock dark mode as default via appearance.strict and hide theme toggle
- Add custom.css with hover highlighting for tables, code blocks, cards, callouts, and inline code
- Move all Tips and Common Pitfalls sections inline next to their relevant content across all 25 reference docs
- Polish context.md: remove duplicates, condense callouts, upgrade Cookbooks to CardGroup
- Convert Troubleshooting and Performance Optimization sections in installation.md, cli-setup.md, explorer-setup.md, learning-more.md, and faq.md from plain headers to AccordionGroup
- Change navigation-hint Tip callouts to Info in concepts.md, faq.md, glossary.md, and modules.md
 2026-06-17 18:59:25 +05:30
Mohd Kaif a326c7d3bd Fix/mintlify theme (#645) 
* fix: replace invalid Mintlify theme 'venus' with 'mint'

* docs: replace em dashes with colons across all docs files

* fix: strip UTF-8 BOM from all docs files (broke frontmatter detection)
 2026-06-17 13:26:19 +05:30
Mohd Kaif 1f3cea5f0a docs: upgrade all docs pages with Mintlify premium components (#642) 
Replace plain markdown lists, tables, and numbered steps with interactive
Mintlify v3 MDX components across all 50+ documentation files:

- Tabs: provider/parser/method selection guides, citation formats, component details
- Steps: setup flows, pipeline stages, connection initialization
- CardGroup/Card: feature overviews, "what you get" sections, navigation footers
- AccordionGroup: FAQ entries
- Check/Warning/Tip/Note/Info: callouts replacing plain bold text and inline notes

Files improved span the full docs surface: reference modules (context, llms,
kg, reasoning, embeddings, deduplication, provenance, parse, ontology, core,
semantic_extract), integrations (agno, docling, snowflake), graph/vector
store backends (apache_age, pgvector), and top-level guides (contributing,
governance, glossary, citation, community-projects, learning-more).
 2026-06-17 12:58:44 +05:30
KaifAhmad1 850f47625f docs: address review feedback across 7 modules 
- llms.md: use showcase models (llama-3.3-70b-versatile, gpt-4o) in
  provider examples and use-case tables; clarify defaults vs recommended
  in Defaults and Reproducibility section
- split.md: document that chunk_size is in characters with migration note
- ingest.md: add Note that glob patterns are not supported by ingest()
- explorer-setup.md: remove hardcoded "1.5 seconds" timing claim
- cli-setup.md: expand semantica-worker description with concrete usage
- mcp_server.md: clarify turtle/ttl are aliases for the same RDF format
- semantic_extract.md: remove emoji from code comments
 2026-06-16 21:49:20 +05:30
Sameer6305 2fc3261b89 docs(seed): align seed data docs with implementation 2026-06-16 11:18:18 +05:30
Sameer6305 7e0e29282e docs(split): remove unsupported APIs and fix examples 2026-06-16 11:18:18 +05:30
Sameer6305 f170e1bab6 docs(split): align chunking docs with implementation 2026-06-16 11:18:18 +05:30
Mohd Kaif 5d70d0c10d docs: replace Exported Classes import blocks with summary tables (all 25 modules) (#567) 
* docs: replace Exported Classes import blocks with summary tables across all 25 modules

* docs: add method/parameter tables to parse, ingest, ontology, normalize, triplet_store, change_management, conflicts, export, graph_store, provenance, and semantic_extract modules
 2026-05-24 15:49:58 +05:30
KaifAhmad1 68fcff5b3a docs: add Exported Classes blocks to all remaining reference docs 
Adds ## Exported Classes (or equivalent interface block) to:
- change_management.md, conflicts.md, context.md, embeddings.md
- graph_store.md, ingest.md, normalize.md, pipeline.md
- seed.md, split.md, triplet_store.md, vector_store.md
- visualization.md

Adds ## Launch Interface to explorer.md (CLI-only module).
Adds ## Server Interface to mcp_server.md (stdio process, not importable).

All blocks sourced from module __all__ with inline usage hints.
evals.md intentionally skipped (placeholder, __all__ = []).
 2026-05-24 14:56:11 +05:30
KaifAhmad1 ce765b6f66 fix: correct docs-to-code mismatches in 8 reference modules 
- graph_store: remove create_constraint(), add_nodes_bulk(), add_edges_bulk() → create_nodes(), add_edges()
- deduplication: fix PropertyMergeRule → MergeStrategy enum; add_rule() → add_property_rule(); merge() → merge_entities(); remove non-existent UNION/MAX/MIN/VOTING constants
- conflicts: set_credibility() → set_source_credibility(); group_by_severity/identify_patterns/analyze_sources → analyze_conflicts() dict keys; generate() → generate_guide(); remove time_window= param from analyze_trends()
- reasoning: infer() → forward_chain(); remove apply_transitivity/symmetry/inverse() templates that don't exist; GraphReasoner(kg) → GraphReasoner(); infer(kg) → reason(graph, query)
- split: split_document() (singular) → split_documents([parsed]) throughout
- seed: remove register_source_object(), populate(), inject(), load_from_file(), diff_versions(), get_version(tag=) — replace with register_source() and load_from_csv/json()
- change_management: remove rollback(), get_log_entry(), export_audit_trail(), get_audit_trail() — replace audit section with list_versions() + diff() pattern
- export: export_to_file() → export_to_rdf(); YAMLExporter → SemanticNetworkYAMLExporter
 2026-05-24 13:36:14 +05:30
KaifAhmad1 5eefadaa7f docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md 
Replace plain markdown in every docs/reference/ file and docs/concepts.md with
rich Mintlify JSX components — CardGroup, Steps, Tabs, AccordionGroup, Tip,
Warning, Note, and CodeGroup — for a consistent, navigable, production-grade
developer experience.
 2026-05-23 23:02:03 +05:30
KaifAhmad1 6bf81bb5bc fix: correct docs-to-code mismatches in modules.md, context.md, and split.md 
- Replace APIIngestor with RESTIngestor (actual exported class name)
- Update TextSplitter method names: semantic->semantic_transformer, entity-aware->entity_aware, relation-aware->relation_aware
- Fix TextSplitter parameter: overlap->chunk_overlap throughout split.md and modules.md
- Replace DataNormalizer (not exported) with TextNormalizer + normalize_date convenience function
- Fix AgentContext defaults: graph_expansion, advanced_analytics, kg_algorithms are True not False
 2026-05-23 13:57:48 +05:30
KaifAhmad1 9113ef3428 docs: premium overhaul of all reference pages and core docs 
- Rewrote all 26 reference module pages: removed blockquote taglines and
  horizontal rule separators, added "What You Get" bullet summaries,
  added constructor/method parameter tables, expanded thin files
  (graph_store, triplet_store, visualization, provenance) with full API
  coverage, added backend comparison tables and real-world usage patterns
- Renamed Modules tab from "API Reference" and group from "Context &
  Knowledge" to "Context & Intelligence" in docs.json
- Fixed logo: copied "Semantica Logo.png" to web-safe semantica-logo.png
  and updated all 4 references in docs.json
- Improved core docs (index, modules, concepts, quickstart, installation,
  getting-started) with better fonts, bullet points, and complete module
  listings (mcp_server, evals, core, utils previously missing)
- Rewrote community pages (community, community-projects, contributing-guide,
  use-cases, architecture, faq, learning-more, glossary) with heading
  hierarchy fixes, expanded definitions, and better structure
- Fixed markdown linter warnings: MD036 bold-as-heading, MD001 heading
  skips, MD040 missing code fence language, MD032 blank lines around lists
 2026-05-23 13:10:09 +05:30
KaifAhmad1andClaude Sonnet 4.6 946a1089c8 docs: premium redesign — Mintlify v4, dark/cream theme, full module coverage 
- Migrate from mint.json to docs.json (Mintlify v4)
- Theme: maple, emerald green + near-black dark / cream light palette
  (#059669 primary, #0A0A0A dark bg, #FAF7F0 light bg)
- Typography: Lexend headings, Inter body
- 5-tab navigation: Documentation, Quick Start, API Reference, Cookbook, FAQ
- Homepage: removed badge stickers, redundant h2, added blockquote tagline,
  full 27-module reference table with semantica.mcp_server added
- quickstart.md: CodeGroup per pipeline step, pattern vs LLM options,
  AccordionGroup for patterns and troubleshooting
- faq.md: full AccordionGroup structure across 5 sections
- reference/explorer.md: NEW — FastAPI explorer, Ontology Hub, Distance
  Intelligence, CLI reference, REST API endpoints
- reference/mcp_server.md: NEW — MCP stdio server, 12 tools with I/O
  examples, 3 resources, Claude Desktop/VS Code/Windsurf/Cline config
- docs.json: explorer added to Output group, mcp_server to Utilities group
- Chat, feedback (thumbs/suggest/raise), OG/Twitter metadata, search topbar
- All reference pages reformatted with Mintlify JSX components

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-05-22 21:52:50 +05:30
KaifAhmad1 04eea7e7eb Update documentation: reduce code examples, add cookbook links, improve structure 
- Reduced code examples in all guide pages (getting-started, quickstart, concepts, modules, examples, use-cases, learning-more)
- Added comprehensive cookbook links with descriptions (topics, difficulty, time, use cases)
- Improved structure and organization across all guide pages
- Updated use-cases.md to only include use cases with corresponding cookbooks
- Removed 'Last Updated: 2024' from all documentation files
- Enhanced navigation with better 'Next Steps' sections
 2025-12-31 15:19:08 +05:30
KaifAhmad1 4fdc483935 Refactor terminology: Triple -> Triplet across codebase, docs, and notebooks 2025-12-15 16:09:20 +05:30
KaifAhmad1 84b90b45a2 fix: align split methods with documentation and registry 2025-12-12 16:15:57 +05:30
KaifAhmad1 cf56dad82a docs: update cookbook links to absolute GitHub URLs in reference docs 2025-12-09 16:51:28 +05:30
KaifAhmad1 f5dfe426e9 docs(split): complete split module documentation and add comprehensive notebook 
- Enhanced split_usage.md with missing class examples
  - Added OntologyAwareChunker with detailed parameters
  - Added SlidingWindowChunker with window_size and step_size
  - Added TableChunker with all configuration options
  - Updated 'Using Existing Chunkers' section with all 9 chunkers

- Enhanced docs/reference/split.md with complete class documentation
  - Added OntologyAwareChunker section (methods, parameters, examples)
  - Added SlidingWindowChunker section (methods, parameters, examples)
  - Added TableChunker section (methods, parameters, examples)
  - All sections include parameter tables and detailed examples

- Created comprehensive introduction notebook
  - Added cookbook/introduction/11_Chunking_and_Splitting.ipynb
  - 14 comprehensive steps covering all functionality
  - All 13 classes demonstrated (TextSplitter, SemanticChunker, EntityAwareChunker, etc.)
  - All 15 splitting functions covered with examples
  - Best practices, method comparisons, and performance tips included

- Removed duplicate advanced notebook
  - Deleted cookbook/advanced/11_Text_Chunking_Strategies.ipynb
  - Consolidated into comprehensive introduction notebook

All split module exports (13 classes, 15 functions, 4 config items) now fully documented.
Documentation is 100% consistent with actual module exports.
 2025-12-08 18:06:08 +05:30
KaifAhmad1 a8edbfbfb3 docs: enhance reference documentation for all modules 2025-11-30 19:23:25 +05:30