From c85f3b9af10a279f6a02290550c043a0104fcb2e Mon Sep 17 00:00:00 2001 From: xuzhaonan Date: Fri, 17 Jan 2025 15:27:16 +0800 Subject: [PATCH] docs: add redis examples, lower implOptions --- .../customized_indexer/create_index.go | 83 ++++++++++++ .../customized_indexer/customized_indexer.go | 119 +++++++++++++++++ .../examples/default_indexer/create_index.go | 78 +++++++++++ .../default_indexer/default_indexer.go | 97 ++++++++++++++ .../indexer/redis/examples/embeddings.json | 1 + .../customized_retriever.go | 125 ++++++++++++++++++ .../default_retriever/default_retriever.go | 82 ++++++++++++ .../retriever/redis/examples/embeddings.json | 1 + components/retriever/redis/options.go | 14 +- components/retriever/redis/retriever.go | 2 +- 10 files changed, 600 insertions(+), 2 deletions(-) create mode 100644 components/indexer/redis/examples/customized_indexer/create_index.go create mode 100644 components/indexer/redis/examples/customized_indexer/customized_indexer.go create mode 100644 components/indexer/redis/examples/default_indexer/create_index.go create mode 100644 components/indexer/redis/examples/default_indexer/default_indexer.go create mode 100755 components/indexer/redis/examples/embeddings.json create mode 100644 components/retriever/redis/examples/customized_retriever/customized_retriever.go create mode 100644 components/retriever/redis/examples/default_retriever/default_retriever.go create mode 100755 components/retriever/redis/examples/embeddings.json diff --git a/components/indexer/redis/examples/customized_indexer/create_index.go b/components/indexer/redis/examples/customized_indexer/create_index.go new file mode 100644 index 0000000..3f6ff0e --- /dev/null +++ b/components/indexer/redis/examples/customized_indexer/create_index.go @@ -0,0 +1,83 @@ +/* + * Copyright 2025 CloudWeGo Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "context" + "fmt" + + "github.com/redis/go-redis/v9" +) + +const ( + keyPrefix = "eino_doc_customized:" // keyPrefix should be the prefix of keys you write to redis and want to retrieve. + indexName = "test_index_customized" // indexName should be used in redis retriever. + + customContentFieldName = "my_content_field" + customContentVectorFieldName = "my_vector_content_field" + customExtraFieldName = "extra_field_number" +) + +func createIndex() { + ctx := context.Background() + client := redis.NewClient(&redis.Options{ + Addr: "localhost:6379", + }) + + // below use FT.CREATE to create an index. + // see: https://redis.io/docs/latest/commands/ft.create/ + + // schemas should match DocumentToHashes configured in IndexerConfig. + schemas := []*redis.FieldSchema{ + { + FieldName: customContentFieldName, + FieldType: redis.SearchFieldTypeText, + }, + { + FieldName: customContentVectorFieldName, + FieldType: redis.SearchFieldTypeVector, + VectorArgs: &redis.FTVectorArgs{ + // FLAT index: https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/#flat-index + // Choose the FLAT index when you have small datasets (< 1M vectors) or when perfect search accuracy is more important than search latency. + FlatOptions: &redis.FTFlatOptions{ + Type: "FLOAT32", // BFLOAT16 / FLOAT16 / FLOAT32 / FLOAT64. BFLOAT16 and FLOAT16 require v2.10 or later. + Dim: 1024, // keeps same with dimensions of Embedding + DistanceMetric: "COSINE", // L2 / IP / COSINE + }, + // HNSW index: https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/#hnsw-index + // HNSW, or hierarchical navigable small world, is an approximate nearest neighbors algorithm that uses a multi-layered graph to make vector search more scalable. + HNSWOptions: nil, + }, + }, + { + FieldName: customExtraFieldName, + FieldType: redis.SearchFieldTypeNumeric, + }, + } + + options := &redis.FTCreateOptions{ + OnHash: true, + Prefix: []any{keyPrefix}, + } + + result, err := client.FTCreate(ctx, indexName, options, schemas...).Result() + if err != nil { + panic(err) + } + + fmt.Println(result) // OK +} diff --git a/components/indexer/redis/examples/customized_indexer/customized_indexer.go b/components/indexer/redis/examples/customized_indexer/customized_indexer.go new file mode 100644 index 0000000..4cc53a5 --- /dev/null +++ b/components/indexer/redis/examples/customized_indexer/customized_indexer.go @@ -0,0 +1,119 @@ +/* + * Copyright 2025 CloudWeGo Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "context" + "encoding/json" + "fmt" + "os" + "strconv" + "strings" + + ri "github.com/cloudwego/eino-ext/components/indexer/redis" + "github.com/cloudwego/eino/components/embedding" + "github.com/cloudwego/eino/schema" + "github.com/redis/go-redis/v9" +) + +// This example is related to example in https://github.com/cloudwego/eino-ext/tree/main/components/retriever/redis/examples/customized_retriever + +func main() { + ctx := context.Background() + client := redis.NewClient(&redis.Options{ + Addr: "localhost:6379", + }) + + b, err := os.ReadFile("./examples/embeddings.json") + if err != nil { + panic(err) + } + + var dense [][]float64 + if err = json.Unmarshal(b, &dense); err != nil { + panic(err) + } + + indexer, err := ri.NewIndexer(ctx, &ri.IndexerConfig{ + Client: client, + KeyPrefix: keyPrefix, + DocumentToHashes: func(ctx context.Context, doc *schema.Document) (*ri.Hashes, error) { + f2v := map[string]ri.FieldValue{ + // write doc.Content to field "my_content_field" + // write vector of doc.Content to field "my_vector_content_field" + customContentFieldName: { + Value: doc.Content, + EmbedKey: customContentVectorFieldName, + Stringify: nil, + }, + // write doc.Metadata["ext"] to field "extra_field_number" + customExtraFieldName: { + Value: doc.MetaData["ext"], + }, + } + + return &ri.Hashes{ + Key: doc.ID + "_suffix", + Field2Value: f2v, + }, nil + }, + BatchSize: 5, + Embedding: &mockEmbedding{dense}, // replace with real embedding + }) + if err != nil { + panic(err) + } + + contents := `1. Eiffel Tower: Located in Paris, France, it is one of the most famous landmarks in the world, designed by Gustave Eiffel and built in 1889. +2. The Great Wall: Located in China, it is one of the Seven Wonders of the World, built from the Qin Dynasty to the Ming Dynasty, with a total length of over 20000 kilometers. +3. Grand Canyon National Park: Located in Arizona, USA, it is famous for its deep canyons and magnificent scenery, which are cut by the Colorado River. +4. The Colosseum: Located in Rome, Italy, built between 70-80 AD, it was the largest circular arena in the ancient Roman Empire. +5. Taj Mahal: Located in Agra, India, it was completed by Mughal Emperor Shah Jahan in 1653 to commemorate his wife and is one of the New Seven Wonders of the World. +6. Sydney Opera House: Located in Sydney Harbour, Australia, it is one of the most iconic buildings of the 20th century, renowned for its unique sailboat design. +7. Louvre Museum: Located in Paris, France, it is one of the largest museums in the world with a rich collection, including Leonardo da Vinci's Mona Lisa and Greece's Venus de Milo. +8. Niagara Falls: located at the border of the United States and Canada, consisting of three main waterfalls, its spectacular scenery attracts millions of tourists every year. +9. St. Sophia Cathedral: located in Istanbul, Türkiye, originally built in 537 A.D., it used to be an Orthodox cathedral and mosque, and now it is a museum. +10. Machu Picchu: an ancient Inca site located on the plateau of the Andes Mountains in Peru, one of the New Seven Wonders of the World, with an altitude of over 2400 meters.` + + var docs []*schema.Document + for idx, str := range strings.Split(contents, "\n") { + docs = append(docs, &schema.Document{ + ID: strconv.FormatInt(int64(idx+1), 10), + Content: str, + MetaData: map[string]any{ + "ext": 10001 + idx, // additional field to write + }, + }) + } + + ids, err := indexer.Store(ctx, docs) + if err != nil { + panic(err) + } + + fmt.Println(ids) // [1 2 3 4 5 6 7 8 9 10] + // redis hashes keys are eino_doc_customized:1, eino_doc_customized:2 ... +} + +// mockEmbedding returns embeddings with 1024 dimensions +type mockEmbedding struct { + dense [][]float64 +} + +func (m mockEmbedding) EmbedStrings(ctx context.Context, texts []string, opts ...embedding.Option) ([][]float64, error) { + return m.dense, nil +} diff --git a/components/indexer/redis/examples/default_indexer/create_index.go b/components/indexer/redis/examples/default_indexer/create_index.go new file mode 100644 index 0000000..034d643 --- /dev/null +++ b/components/indexer/redis/examples/default_indexer/create_index.go @@ -0,0 +1,78 @@ +/* + * Copyright 2025 CloudWeGo Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "context" + "fmt" + + "github.com/redis/go-redis/v9" +) + +func createIndex() { + ctx := context.Background() + client := redis.NewClient(&redis.Options{ + Addr: "localhost:6379", + }) + + // below use FT.CREATE to create an index. + // see: https://redis.io/docs/latest/commands/ft.create/ + + keyPrefix := "eino_doc:" // keyPrefix should be the prefix of keys you write to redis and want to retrieve. + indexName := "test_index" // indexName should be used in redis retriever. + + // schemas should match DocumentToHashes configured in IndexerConfig. + schemas := []*redis.FieldSchema{ + { + FieldName: "content", + FieldType: redis.SearchFieldTypeText, + Weight: 1, + }, + { + FieldName: "vector_content", + FieldType: redis.SearchFieldTypeVector, + VectorArgs: &redis.FTVectorArgs{ + // FLAT index: https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/#flat-index + // Choose the FLAT index when you have small datasets (< 1M vectors) or when perfect search accuracy is more important than search latency. + FlatOptions: &redis.FTFlatOptions{ + Type: "FLOAT32", // BFLOAT16 / FLOAT16 / FLOAT32 / FLOAT64. BFLOAT16 and FLOAT16 require v2.10 or later. + Dim: 1024, // keeps same with dimensions of Embedding + DistanceMetric: "COSINE", // L2 / IP / COSINE + }, + // HNSW index: https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/#hnsw-index + // HNSW, or hierarchical navigable small world, is an approximate nearest neighbors algorithm that uses a multi-layered graph to make vector search more scalable. + HNSWOptions: nil, + }, + }, + { + FieldName: "extra_field_number", + FieldType: redis.SearchFieldTypeNumeric, + }, + } + + options := &redis.FTCreateOptions{ + OnHash: true, + Prefix: []any{keyPrefix}, + } + + result, err := client.FTCreate(ctx, indexName, options, schemas...).Result() + if err != nil { + panic(err) + } + + fmt.Println(result) // OK +} diff --git a/components/indexer/redis/examples/default_indexer/default_indexer.go b/components/indexer/redis/examples/default_indexer/default_indexer.go new file mode 100644 index 0000000..5829e7b --- /dev/null +++ b/components/indexer/redis/examples/default_indexer/default_indexer.go @@ -0,0 +1,97 @@ +/* + * Copyright 2025 CloudWeGo Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "context" + "encoding/json" + "fmt" + "os" + "strconv" + "strings" + + ri "github.com/cloudwego/eino-ext/components/indexer/redis" + "github.com/cloudwego/eino/components/embedding" + "github.com/cloudwego/eino/schema" + "github.com/redis/go-redis/v9" +) + +// This example is related to example in https://github.com/cloudwego/eino-ext/tree/main/components/retriever/redis/examples/default_retriever + +func main() { + ctx := context.Background() + client := redis.NewClient(&redis.Options{ + Addr: "localhost:6379", + }) + + b, err := os.ReadFile("./examples/embeddings.json") + if err != nil { + panic(err) + } + + var dense [][]float64 + if err = json.Unmarshal(b, &dense); err != nil { + panic(err) + } + + indexer, err := ri.NewIndexer(ctx, &ri.IndexerConfig{ + Client: client, + KeyPrefix: "eino_doc:", + DocumentToHashes: nil, // use default convert method + BatchSize: 5, + Embedding: &mockEmbedding{dense}, // replace with real embedding + }) + if err != nil { + panic(err) + } + + contents := `1. Eiffel Tower: Located in Paris, France, it is one of the most famous landmarks in the world, designed by Gustave Eiffel and built in 1889. +2. The Great Wall: Located in China, it is one of the Seven Wonders of the World, built from the Qin Dynasty to the Ming Dynasty, with a total length of over 20000 kilometers. +3. Grand Canyon National Park: Located in Arizona, USA, it is famous for its deep canyons and magnificent scenery, which are cut by the Colorado River. +4. The Colosseum: Located in Rome, Italy, built between 70-80 AD, it was the largest circular arena in the ancient Roman Empire. +5. Taj Mahal: Located in Agra, India, it was completed by Mughal Emperor Shah Jahan in 1653 to commemorate his wife and is one of the New Seven Wonders of the World. +6. Sydney Opera House: Located in Sydney Harbour, Australia, it is one of the most iconic buildings of the 20th century, renowned for its unique sailboat design. +7. Louvre Museum: Located in Paris, France, it is one of the largest museums in the world with a rich collection, including Leonardo da Vinci's Mona Lisa and Greece's Venus de Milo. +8. Niagara Falls: located at the border of the United States and Canada, consisting of three main waterfalls, its spectacular scenery attracts millions of tourists every year. +9. St. Sophia Cathedral: located in Istanbul, Türkiye, originally built in 537 A.D., it used to be an Orthodox cathedral and mosque, and now it is a museum. +10. Machu Picchu: an ancient Inca site located on the plateau of the Andes Mountains in Peru, one of the New Seven Wonders of the World, with an altitude of over 2400 meters.` + + var docs []*schema.Document + for idx, str := range strings.Split(contents, "\n") { + docs = append(docs, &schema.Document{ + ID: strconv.FormatInt(int64(idx+1), 10), + Content: str, + }) + } + + ids, err := indexer.Store(ctx, docs) + if err != nil { + panic(err) + } + + fmt.Println(ids) // [1 2 3 4 5 6 7 8 9 10] + // redis hashes keys are eino_doc:1, eino_doc:2 ... +} + +// mockEmbedding returns embeddings with 1024 dimensions +type mockEmbedding struct { + dense [][]float64 +} + +func (m mockEmbedding) EmbedStrings(ctx context.Context, texts []string, opts ...embedding.Option) ([][]float64, error) { + return m.dense, nil +} diff --git a/components/indexer/redis/examples/embeddings.json b/components/indexer/redis/examples/embeddings.json new file mode 100755 index 0000000..540fa27 --- /dev/null +++ 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\ No newline at end of file diff --git a/components/retriever/redis/examples/customized_retriever/customized_retriever.go b/components/retriever/redis/examples/customized_retriever/customized_retriever.go new file mode 100644 index 0000000..e97d7e6 --- /dev/null +++ b/components/retriever/redis/examples/customized_retriever/customized_retriever.go @@ -0,0 +1,125 @@ +/* + * Copyright 2025 CloudWeGo Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "context" + "encoding/json" + "fmt" + "os" + "strconv" + "strings" + + rr "github.com/cloudwego/eino-ext/components/retriever/redis" + "github.com/cloudwego/eino/components/embedding" + "github.com/cloudwego/eino/schema" + "github.com/redis/go-redis/v9" +) + +const ( + keyPrefix = "eino_doc_customized:" // keyPrefix should be the prefix of keys you write to redis and want to retrieve. + indexName = "test_index_customized" // indexName should be used in redis retriever. + + customContentFieldName = "my_content_field" + customContentVectorFieldName = "my_vector_content_field" + customExtraFieldName = "extra_field_number" +) + +// This example related to example in https://github.com/cloudwego/eino-ext/tree/main/components/indexer/redis/examples/customized_indexer +func main() { + ctx := context.Background() + client := redis.NewClient(&redis.Options{ + Addr: "localhost:6379", + Protocol: 2, + UnstableResp3: true, + }) + + b, err := os.ReadFile("./examples/embeddings.json") + if err != nil { + panic(err) + } + + var dense [][]float64 + if err = json.Unmarshal(b, &dense); err != nil { + panic(err) + } + + // customize with your own index structure. + r, err := rr.NewRetriever(ctx, &rr.RetrieverConfig{ + Client: client, + Index: indexName, + VectorField: customContentVectorFieldName, + Dialect: 2, + ReturnFields: []string{ + customContentFieldName, + customContentVectorFieldName, + customExtraFieldName, + }, + DocumentConverter: func(ctx context.Context, doc redis.Document) (*schema.Document, error) { + resp := &schema.Document{ + ID: strings.TrimPrefix(doc.ID, keyPrefix), + MetaData: map[string]any{}, + } + for k, v := range doc.Fields { + switch k { + case customContentVectorFieldName: + resp.WithDenseVector(rr.Bytes2Vector([]byte(v))) + case customContentFieldName: + resp.Content = v + case customExtraFieldName: + i, err := strconv.ParseInt(v, 10, 64) + if err != nil { + return nil, err + } + resp.MetaData["ext"] = i + default: + return nil, fmt.Errorf("unexpected field=%s", k) + } + } + return resp, nil + }, + TopK: 5, + Embedding: &mockEmbedding{dense}, + }) + if err != nil { + panic(err) + } + + docs, err := r.Retrieve(ctx, "tourist attraction") + if err != nil { + panic(err) + } + + for _, doc := range docs { + fmt.Printf("id:%s, ext_number:%d, content:%v\n", doc.ID, doc.MetaData["ext"], doc.Content) + //fmt.Println(doc.DenseVector()) + } + // id:8, ext_number:10008, content:8. Niagara Falls: located at the border of the United States and Canada, consisting of three main waterfalls, its spectacular scenery attracts millions of tourists every year. + // id:3, ext_number:10003, content:3. Grand Canyon National Park: Located in Arizona, USA, it is famous for its deep canyons and magnificent scenery, which are cut by the Colorado River. + // id:6, ext_number:10006, content:6. Sydney Opera House: Located in Sydney Harbour, Australia, it is one of the most iconic buildings of the 20th century, renowned for its unique sailboat design. + // id:1, ext_number:10001, content:1. Eiffel Tower: Located in Paris, France, it is one of the most famous landmarks in the world, designed by Gustave Eiffel and built in 1889. + // id:5, ext_number:10005, content:5. Taj Mahal: Located in Agra, India, it was completed by Mughal Emperor Shah Jahan in 1653 to commemorate his wife and is one of the New Seven Wonders of the World. +} + +// mockEmbedding returns embeddings with 1024 dimensions +type mockEmbedding struct { + dense [][]float64 +} + +func (m mockEmbedding) EmbedStrings(ctx context.Context, texts []string, opts ...embedding.Option) ([][]float64, error) { + return m.dense, nil +} diff --git a/components/retriever/redis/examples/default_retriever/default_retriever.go b/components/retriever/redis/examples/default_retriever/default_retriever.go new file mode 100644 index 0000000..5890c52 --- /dev/null +++ b/components/retriever/redis/examples/default_retriever/default_retriever.go @@ -0,0 +1,82 @@ +/* + * Copyright 2025 CloudWeGo Authors + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "context" + "encoding/json" + "fmt" + "os" + + rr "github.com/cloudwego/eino-ext/components/retriever/redis" + "github.com/cloudwego/eino/components/embedding" + "github.com/redis/go-redis/v9" +) + +// This example related to example in https://github.com/cloudwego/eino-ext/tree/main/components/indexer/redis/examples/default_indexer + +func main() { + ctx := context.Background() + client := redis.NewClient(&redis.Options{ + Addr: "localhost:6379", + Protocol: 2, + UnstableResp3: true, + }) + + b, err := os.ReadFile("./examples/embeddings.json") + if err != nil { + panic(err) + } + + var dense [][]float64 + if err = json.Unmarshal(b, &dense); err != nil { + panic(err) + } + + r, err := rr.NewRetriever(ctx, &rr.RetrieverConfig{ + Client: client, + Index: "test_index", // created index name + Embedding: &mockEmbedding{dense}, // replace with real embedding. + }) + if err != nil { + panic(err) + } + + docs, err := r.Retrieve(ctx, "tourist attraction") + if err != nil { + panic(err) + } + + for _, doc := range docs { + fmt.Printf("id:%s, content:%v\n", doc.ID, doc.Content) + //fmt.Println(doc.DenseVector()) + } + // id:eino_doc:8, content:8. Niagara Falls: located at the border of the United States and Canada, consisting of three main waterfalls, its spectacular scenery attracts millions of tourists every year. + // id:eino_doc:3, content:3. Grand Canyon National Park: Located in Arizona, USA, it is famous for its deep canyons and magnificent scenery, which are cut by the Colorado River. + // id:eino_doc:6, content:6. Sydney Opera House: Located in Sydney Harbour, Australia, it is one of the most iconic buildings of the 20th century, renowned for its unique sailboat design. + // id:eino_doc:1, content:1. Eiffel Tower: Located in Paris, France, it is one of the most famous landmarks in the world, designed by Gustave Eiffel and built in 1889. + // id:eino_doc:5, content:5. Taj Mahal: Located in Agra, India, it was completed by Mughal Emperor Shah Jahan in 1653 to commemorate his wife and is one of the New Seven Wonders of the World. +} + +// mockEmbedding returns embeddings with 1024 dimensions +type mockEmbedding struct { + dense [][]float64 +} + +func (m mockEmbedding) EmbedStrings(ctx context.Context, texts []string, opts ...embedding.Option) ([][]float64, error) { + return m.dense, nil +} diff --git a/components/retriever/redis/examples/embeddings.json b/components/retriever/redis/examples/embeddings.json new file mode 100755 index 0000000..b79afea --- /dev/null +++ b/components/retriever/redis/examples/embeddings.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/components/retriever/redis/options.go b/components/retriever/redis/options.go index 07abc72..fe77a45 100644 --- a/components/retriever/redis/options.go +++ b/components/retriever/redis/options.go @@ -16,6 +16,18 @@ package redis -type ImplOptions struct { +import ( + "github.com/cloudwego/eino/components/retriever" +) + +type implOptions struct { FilterQuery string } + +// WithFilterQuery redis filter query. +// see: https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/#filters +func WithFilterQuery(filter string) retriever.Option { + return retriever.WrapImplSpecificOptFn(func(o *implOptions) { + o.FilterQuery = filter + }) +} diff --git a/components/retriever/redis/retriever.go b/components/retriever/redis/retriever.go index e0ebd57..dc6d172 100644 --- a/components/retriever/redis/retriever.go +++ b/components/retriever/redis/retriever.go @@ -122,7 +122,7 @@ func (r *Retriever) Retrieve(ctx context.Context, query string, opts ...retrieve ScoreThreshold: r.config.DistanceThreshold, Embedding: r.config.Embedding, }, opts...) - io := retriever.GetImplSpecificOptions(&ImplOptions{}, opts...) + io := retriever.GetImplSpecificOptions(&implOptions{}, opts...) ctx = callbacks.OnStart(ctx, &retriever.CallbackInput{ Query: query,