ND Show HN: FastGraphRAG – Better RAG using good old PageRank (github.com)
457 points by liukidar 480 days ago | 119 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub project page for FastGraphRAG, a RAG solution that adapts to use cases, data, and queries.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 7 evals
+1 0 −1 HN
Audit Trail 18 entries
2026-03-05 13:10 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 13:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 13:01 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-05 13:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 12:56 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-05 12:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-02-28 09:40 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech presentation
2026-02-28 09:40 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:35 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:35 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech presentation
2026-02-28 09:32 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-02-28 09:32 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:27 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:27 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial no rights stance