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8 Commits
Author SHA1 Message Date
KaifAhmad1 77b1eaaa78 docs: fix Python 3.9+ list[dict] syntax in docling.md for 3.8 compat 2026-05-22 22:41:13 +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
Mohd KaifandClaude Sonnet 4.6 b282487b17 docs: rewrite and polish documentation site (#413) 
- Rewrote index.md to match README (tagline, badges, Problem/Solution text)
- Improved getting-started, concepts, quickstart, installation, faq, use-cases, contributing, glossary, learning-more, examples, modules, architecture, cookbook, deep-dive pages: tighter prose, fixed headings/bullets, removed inconsistencies and duplicate sections
- Removed overuse of emojis from headings in integration pages (docling, snowflake)
- Fixed change_management reference page: closed unclosed JSON code block that broke the right TOC, demoted noisy sub-headings to bold text
- CSS layout: widened content area (max-width 1440px grid, left sidebar 11rem, right TOC narrowed to 11rem for broader content), tightened TOC spacing and font size, fixed word-wrap/overflow on TOC links
- Added mkdocs_local.yml for local serving without mkdocs-jupyter plugin

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-26 18:38:21 +05:30
KaifAhmad1andClaude Sonnet 4.6 62c7970b32 feat(integrations): add Agno agentic framework integration (#249) 
Implements the full Semantica × Agno integration stack as described in
issue #249, wiring Semantica's semantic intelligence layer into Agno's
agent/team primitives via five focused components.

## New components

### integrations/agno/
- `AgnoContextStore`    — graph-backed MemoryDb (AgentMemory/storage)
- `AgnoKnowledgeGraph`  — relational AgentKnowledge with multi-hop GraphRAG
- `AgnoDecisionKit`     — Agno Toolkit: 6 decision-intelligence tools
- `AgnoKGToolkit`       — Agno Toolkit: 7 knowledge-graph tools
- `AgnoSharedContext`   — team-level shared ContextGraph with role scoping

### tests/integrations/agno/
- 110 tests, 0 failures
- conftest.py installs comprehensive agno stubs for offline testing
- Covers MemoryDb protocol, tool registration, shared memory pool,
  thread-safety, GraphRAG search, NER/relation extraction, and inference

### cookbook/integrations/
- agno_decision_intelligence.ipynb     (finance/loan underwriting)
- agno_graphrag_context.ipynb          (regulatory compliance GraphRAG)
- agno_multi_agent_shared_context.ipynb (multi-agent product strategy team)

### docs/integrations/agno.md
- Full reference documentation with examples for all 5 components

## pyproject.toml
- Added `agno = ["agno>=1.0.0"]` optional dependency
- Added agno to the `all` extra

## Design notes
- Zero breaking changes — fully additive
- Graceful degradation when agno is not installed
- Auto-creates VectorStore(backend="faiss") when none provided
- _tools always populated for inspection regardless of agno install state
- Works with both real agno package and offline stubs

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-18 03:25:14 +05:30
KaifAhmad1 d3b579208c Comprehensive documentation cleanup and improvements 
## Documentation Changes

### 📚 Major Improvements
- **Cleaned up all documentation files** - Removed redundant content and improved clarity
- **Restructured Resources section** - Removed unnecessary files, kept only essential ones
- **Added Snowflake integration** - Complete integration guide with examples
- **Improved navigation** - Better organization and user experience

### 🗂️ File Changes
- **docs/concepts.md** - Rewritten to be clean and user-friendly
- **docs/modules.md** - Updated with current modules and removed emojis
- **docs/glossary.md** - Reorganized thematically instead of alphabetically
- **docs/getting-started.md** - Made more concise and practical
- **docs/community.md** - Clean, focused community guide
- **docs/contributing.md** - Clear contribution guidelines
- **docs/faq.md** - Comprehensive FAQ with practical answers
- **docs/license.md** - Clean license explanation
- **docs/css/custom.css** - Fixed CSS syntax and organization

### 🔧 Technical Changes
- **mkdocs.yml** - Updated navigation, removed redundant files
- **docs/integrations/snowflake.md** - New comprehensive Snowflake guide
- **docs/reference/ingest.md** - Added Snowflake references
- **Removed files**: changelog.md, release-guide.md, change_management_usage.md, community-projects.md, architecture.md, governance.md, citation.md

### 🎯 Benefits
- **Better user experience** - Clean, easy to navigate documentation
- **Reduced redundancy** - No duplicate or unnecessary content
- **Professional quality** - Enterprise-ready documentation
- **Consistent style** - Uniform formatting across all files

This commit includes all documentation improvements while maintaining the main branch's stability.
 2026-02-05 17:43:16 +05:30
Sameer6305 0a66e1c6ea fix: address Copilot review feedback for Snowflake ingestor 2026-02-04 00:17:25 +05:30
Sameer6305 06d5fad6b9 feat: add Snowflake ingestor for native data warehouse ingestion 2026-02-03 23:27:25 +05:30
KaifAhmad1 957c122116 docs: add Docling integration guide, clear code example, and fix parser consistency issues 2026-01-08 21:27:48 +05:30