Blizzard
85a5c2c1e7
检索从向量单路升级为混合：向量(Milvus) + 全文(Bleve BM25) → RRF 融合 → 可选 rerank(DashScope gte-rerank)。 - rag/bleve.go: Bleve 全文索引(内存,随 ingest 写入;kb 过滤)；ingest 同步写 Milvus+Bleve - rag/fuse.go: RRF(Reciprocal Rank Fusion, k=60, 按文本去重)融合多路排序 - rag/rerank.go: DashScope gte-rerank 客户端(可选,env 配置,失败降级 RRF) - rag/rag.go: Search 改混合(向量+全文→RRF→可选rerank→topK)；main 读 RERANK_* env - 验证: 全模块 build✓ + e2e PASS; live——入库写双索引；查'NATS'→全文精确命中#1+向量 →RRF NATS 排首(向量=4 全文=1)；接 DashScope gte-rerank(百炼 key 有权限)→relevance score 0.19 真重排；retriever 节点端到端→DeepSeek 答 Milvus - 边界: Neo4j 图路(GraphRAG,需实体抽取)推迟；Bleve 内存索引重启重建；rerank 走 env (TODO 同 embedding 搬控制面 kind=rerank) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
79 lines
3.4 KiB
Modula-2
79 lines
3.4 KiB
Modula-2
module github.com/sundynix/sundynix-mcp-go
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go 1.24
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require (
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github.com/blevesearch/bleve/v2 v2.4.2
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github.com/milvus-io/milvus-sdk-go/v2 v2.4.1
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github.com/redis/go-redis/v9 v9.20.0
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github.com/sundynix/sundynix-shared v0.0.0
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gorm.io/driver/postgres v1.6.0
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gorm.io/gorm v1.31.1
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)
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require (
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github.com/RoaringBitmap/roaring v1.9.3 // indirect
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github.com/bits-and-blooms/bitset v1.12.0 // indirect
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github.com/blevesearch/bleve_index_api v1.1.10 // indirect
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github.com/blevesearch/geo v0.1.20 // indirect
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github.com/blevesearch/go-faiss v1.0.20 // indirect
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github.com/blevesearch/go-porterstemmer v1.0.3 // indirect
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github.com/blevesearch/gtreap v0.1.1 // indirect
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github.com/blevesearch/mmap-go v1.0.4 // indirect
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github.com/blevesearch/scorch_segment_api/v2 v2.2.15 // indirect
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github.com/blevesearch/segment v0.9.1 // indirect
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github.com/blevesearch/snowballstem v0.9.0 // indirect
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github.com/blevesearch/upsidedown_store_api v1.0.2 // indirect
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github.com/blevesearch/vellum v1.0.10 // indirect
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github.com/blevesearch/zapx/v11 v11.3.10 // indirect
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github.com/blevesearch/zapx/v12 v12.3.10 // indirect
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github.com/blevesearch/zapx/v13 v13.3.10 // indirect
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github.com/blevesearch/zapx/v14 v14.3.10 // indirect
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github.com/blevesearch/zapx/v15 v15.3.13 // indirect
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github.com/blevesearch/zapx/v16 v16.1.5 // indirect
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github.com/cespare/xxhash/v2 v2.3.0 // indirect
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github.com/cockroachdb/errors v1.9.1 // indirect
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github.com/cockroachdb/logtags v0.0.0-20211118104740-dabe8e521a4f // indirect
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github.com/cockroachdb/redact v1.1.3 // indirect
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github.com/getsentry/sentry-go v0.12.0 // indirect
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github.com/gogo/protobuf v1.3.2 // indirect
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github.com/golang/geo v0.0.0-20210211234256-740aa86cb551 // indirect
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github.com/golang/protobuf v1.5.2 // indirect
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github.com/golang/snappy v0.0.1 // indirect
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github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 // indirect
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github.com/jackc/pgpassfile v1.0.0 // indirect
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github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
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github.com/jackc/pgx/v5 v5.6.0 // indirect
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github.com/jackc/puddle/v2 v2.2.2 // indirect
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github.com/jinzhu/inflection v1.0.0 // indirect
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github.com/jinzhu/now v1.1.5 // indirect
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github.com/json-iterator/go v1.1.9 // indirect
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github.com/klauspost/compress v1.17.9 // indirect
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github.com/kr/pretty v0.3.0 // indirect
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github.com/kr/text v0.2.0 // indirect
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github.com/milvus-io/milvus-proto/go-api/v2 v2.4.3 // indirect
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github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
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github.com/modern-go/reflect2 v1.0.1 // indirect
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github.com/mschoch/smat v0.2.0 // indirect
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github.com/nats-io/nats.go v1.37.0 // indirect
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github.com/nats-io/nkeys v0.4.7 // indirect
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github.com/nats-io/nuid v1.0.1 // indirect
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github.com/pkg/errors v0.9.1 // indirect
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github.com/rogpeppe/go-internal v1.8.1 // indirect
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github.com/tidwall/gjson v1.14.4 // indirect
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github.com/tidwall/match v1.1.1 // indirect
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github.com/tidwall/pretty v1.2.0 // indirect
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go.etcd.io/bbolt v1.3.7 // indirect
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go.uber.org/atomic v1.11.0 // indirect
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golang.org/x/crypto v0.31.0 // indirect
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golang.org/x/net v0.21.0 // indirect
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golang.org/x/sync v0.10.0 // indirect
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golang.org/x/sys v0.30.0 // indirect
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golang.org/x/text v0.21.0 // indirect
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google.golang.org/genproto v0.0.0-20220503193339-ba3ae3f07e29 // indirect
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google.golang.org/grpc v1.48.0 // indirect
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google.golang.org/protobuf v1.30.0 // indirect
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)
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replace github.com/sundynix/sundynix-shared => ../sundynix-shared
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