Robert Helewka 2df22941d2 feat: replace server-side RAG with MCP retrieval primitives ...

- Remove Phase 4 RAG pipeline in favor of retrieval-only architecture
- Add FastMCP server exposing search, get_chunk, list_libraries tools
- Mount MCP endpoints (streamable HTTP + SSE) via Starlette in ASGI config
- Update README to clarify Mnemosyne is a retrieval engine, not RAG
- Let calling LLMs drive synthesis and iterative retrieval themselves

2026-04-26 15:34:26 -04:00

..

mnemosyne_integration.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

mnemosyne.html

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

ouranos.md

Add vision model support to LLM Manager admin and rename index for clarity

2026-03-29 17:03:59 +00:00

Pattern_Async-TASK_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

Pattern_Django-MCP_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

Pattern_Notification_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

Pattern_Organization_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

Pattern_S3-Storage_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

Pattern_SSO-Allauth-Casdoor_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

PHASE_1_FOUNDATION.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00

PHASE_2_EMBEDDING_PIPELINE.md

Add download functionality for items and images with presigned URLs

2026-03-22 12:08:44 +00:00

PHASE_2B_VISION_PIPELINE.md

Add vision analysis capabilities to the embedding pipeline

2026-03-22 15:14:34 +00:00

PHASE_3_SEARCH_AND_RERANKING.md

feat: add Phase 3 hybrid search with Synesis reranking

2026-03-29 18:09:50 +00:00

PHASE_5_MCP_SERVER.md

feat: replace server-side RAG with MCP retrieval primitives

2026-04-26 15:34:26 -04:00

Red Panda Standards_Django_V1-01.md

refactor(settings): replace DATABASE_URL with explicit DB env vars

2026-04-13 10:23:03 +00:00

synesis_api_usage_guide.html

feat: add Phase 3 hybrid search with Synesis reranking

2026-03-29 18:09:50 +00:00

Themis_V1-00.md

Add Themis application with custom widgets, views, and utilities

2026-03-21 02:00:18 +00:00