DineshDhanoki/unmess

demo: optionally save a highlighted source-page preview 7 days ago

enhancement help wanted good first issue

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

docs: explain five Unmess terms beside the local demo 7 days ago

documentation help wanted good first issue

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

eval: add synthetic hard negatives for table continuation 7 days ago

help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

docs/eval: design a privacy-safe real-document validation protocol 14 days ago

documentation help wanted good first issue

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

MCP: expose local ingest, search, and citation tools through Python SDK 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

UI: build a local review queue with cited source-region preview 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

service: make re-ingestion incremental and idempotent 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

service: implement Arq ingestion workers and resilient job lifecycle 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

service: add FastAPI ingestion endpoints that validate and enqueue 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

performance: profile cold ingestion and avoid unnecessary model work 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

quality: validate the review gate with more diverse bad pages 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

parsing: exercise post-parse escalation on failing pages 17 days ago

bug help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

eval: benchmark retrieval recall, table answers, and citation quality 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

retrieval: add optional local reranking with a transparent off switch 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

retrieval: persist chunks in Qdrant and implement hybrid RRF search 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

embeddings: add local dense and sparse chunk encoders 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

chunking: improve conservative cross-page table stitching 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

eval: add a Phase 3a DEV runner for chunking, stitching, and citations 17 days ago

enhancement help wanted

DineshDhanoki/unmess

0

Local-first document ingestion with routing, provenance, quality scoring, and hybrid retrieval.

Python

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