vectorstore

Jan 26, 2026

Changes in this version

+ type PineconeConfig struct

+ APIKey schemas.EnvVar

+ IndexHost schemas.EnvVar

+ type PineconeStore struct

+ func (s *PineconeStore) Add(ctx context.Context, namespace string, id string, embedding []float32, ...) error

+ func (s *PineconeStore) Close(ctx context.Context, namespace string) error

+ func (s *PineconeStore) CreateNamespace(ctx context.Context, namespace string, dimension int, ...) error

+ func (s *PineconeStore) Delete(ctx context.Context, namespace string, id string) error

+ func (s *PineconeStore) DeleteAll(ctx context.Context, namespace string, queries []Query) ([]DeleteResult, error)

+ func (s *PineconeStore) DeleteNamespace(ctx context.Context, namespace string) error

+ func (s *PineconeStore) GetAll(ctx context.Context, namespace string, queries []Query, selectFields []string, ...) ([]SearchResult, *string, error)

+ func (s *PineconeStore) GetChunk(ctx context.Context, namespace string, id string) (SearchResult, error)

+ func (s *PineconeStore) GetChunks(ctx context.Context, namespace string, ids []string) ([]SearchResult, error)

+ func (s *PineconeStore) GetNearest(ctx context.Context, namespace string, vector []float32, queries []Query, ...) ([]SearchResult, error)

+ func (s *PineconeStore) Ping(ctx context.Context) error

+ func (s *PineconeStore) RequiresVectors() bool

type QdrantStore

+ func (s *QdrantStore) RequiresVectors() bool

type RedisStore

+ func (s *RedisStore) RequiresVectors() bool

type VectorStore

+ RequiresVectors func() bool

type VectorStoreType

+ const VectorStoreTypePinecone

type WeaviateStore

+ func (s *WeaviateStore) RequiresVectors() bool

Nov 24, 2025

Changes in this version

+ type QdrantConfig struct

+ APIKey string

+ Host string

+ Port int

+ UseTLS bool

+ type QdrantStore struct

+ func (s *QdrantStore) Add(ctx context.Context, namespace string, id string, embedding []float32, ...) error

+ func (s *QdrantStore) Close(ctx context.Context, namespace string) error

+ func (s *QdrantStore) CreateNamespace(ctx context.Context, namespace string, dimension int, ...) error

+ func (s *QdrantStore) Delete(ctx context.Context, namespace string, id string) error

+ func (s *QdrantStore) DeleteAll(ctx context.Context, namespace string, queries []Query) ([]DeleteResult, error)

+ func (s *QdrantStore) DeleteNamespace(ctx context.Context, namespace string) error

+ func (s *QdrantStore) GetAll(ctx context.Context, namespace string, queries []Query, selectFields []string, ...) ([]SearchResult, *string, error)

+ func (s *QdrantStore) GetChunk(ctx context.Context, namespace string, id string) (SearchResult, error)

+ func (s *QdrantStore) GetChunks(ctx context.Context, namespace string, ids []string) ([]SearchResult, error)

+ func (s *QdrantStore) GetNearest(ctx context.Context, namespace string, vector []float32, queries []Query, ...) ([]SearchResult, error)

+ func (s *QdrantStore) Ping(ctx context.Context) error

type VectorStoreType

+ const VectorStoreTypeQdrant

Oct 16, 2025

Changes in this version

type RedisStore

+ func (s *RedisStore) Ping(ctx context.Context) error

type VectorStore

+ Ping func(ctx context.Context) error

type WeaviateConfig

+ APIKey string

type WeaviateStore

+ func (s *WeaviateStore) Ping(ctx context.Context) error

Sep 16, 2025

Changes in this version

+ const BatchLimit

type RedisConfig

+ MaxActiveConns int

type RedisStore

+ func (s *RedisStore) CreateNamespace(ctx context.Context, namespace string, dimension int, ...) error

+ func (s *RedisStore) DeleteAll(ctx context.Context, namespace string, queries []Query) ([]DeleteResult, error)

+ func (s *RedisStore) DeleteNamespace(ctx context.Context, namespace string) error

+ func (s *RedisStore) GetNearest(ctx context.Context, namespace string, vector []float32, queries []Query, ...) ([]SearchResult, error)

Sep 8, 2025

Changes in this version

type VectorStore

+ DeleteNamespace func(ctx context.Context, namespace string) error

type WeaviateStore

+ func (s *WeaviateStore) DeleteNamespace(ctx context.Context, className string) error

Sep 1, 2025

Changes in this version

type VectorStore

+ CreateNamespace func(ctx context.Context, namespace string, ...) error

+ type VectorStoreProperties struct

+ DataType VectorStorePropertyType

+ Description string

+ type VectorStorePropertyType string

+ const VectorStorePropertyTypeBoolean

+ const VectorStorePropertyTypeInteger

+ const VectorStorePropertyTypeString

+ const VectorStorePropertyTypeStringArray

type WeaviateConfig

+ GrpcConfig *WeaviateGrpcConfig

+ type WeaviateGrpcConfig struct

+ Host string

+ Secured bool

type WeaviateStore

+ func (s *WeaviateStore) CreateNamespace(ctx context.Context, className string, ...) error

Aug 26, 2025

Changes in this version

+ const DefaultClassName

+ var ErrNotSupported = errors.New("vectorstore: operation not supported on this store")

+ type DeleteResult struct

+ Error string

+ ID string

+ Status DeleteStatus

+ type DeleteStatus string

+ const DeleteStatusError

+ const DeleteStatusSuccess

+ type Query struct

+ Field string

+ Operator QueryOperator

+ Value interface{}

+ type QueryOperator string

+ const QueryOperatorContainsAll

+ const QueryOperatorContainsAny

+ const QueryOperatorEqual

+ const QueryOperatorGreaterThan

+ const QueryOperatorGreaterThanOrEqual

+ const QueryOperatorIsNotNull

+ const QueryOperatorIsNull

+ const QueryOperatorLessThan

+ const QueryOperatorLessThanOrEqual

+ const QueryOperatorLike

+ const QueryOperatorNotEqual

+ type SearchResult struct

+ ID string

+ Properties map[string]interface{}

+ Score *float64

type VectorStore

+ DeleteAll func(ctx context.Context, queries []Query) ([]DeleteResult, error)

+ GetNearest func(ctx context.Context, vector []float32, queries []Query, selectFields []string, ...) ([]SearchResult, error)

type VectorStoreType

+ const VectorStoreTypeWeaviate

+ type WeaviateConfig struct

+ ApiKey string

+ ClassName string

+ Headers map[string]string

+ Host string

+ Properties []WeaviateProperties

+ Scheme string

+ Timeout time.Duration

+ type WeaviateProperties struct

+ DataType []string

+ Name string

+ type WeaviateStore struct

+ func (s *WeaviateStore) Add(ctx context.Context, id string, embedding []float32, ...) error

+ func (s *WeaviateStore) Close(ctx context.Context) error

+ func (s *WeaviateStore) Delete(ctx context.Context, id string) error

+ func (s *WeaviateStore) DeleteAll(ctx context.Context, queries []Query) ([]DeleteResult, error)

+ func (s *WeaviateStore) GetAll(ctx context.Context, queries []Query, selectFields []string, cursor *string, ...) ([]SearchResult, *string, error)

+ func (s *WeaviateStore) GetChunk(ctx context.Context, id string) (SearchResult, error)

+ func (s *WeaviateStore) GetChunks(ctx context.Context, ids []string) ([]SearchResult, error)

+ func (s *WeaviateStore) GetNearest(ctx context.Context, vector []float32, queries []Query, selectFields []string, ...) ([]SearchResult, error)

Aug 19, 2025

Changes in this version

+ var ErrNotFound = errors.New("vectorstore: not found")

+ type ClusterCursor struct

+ NodeCursors map[string]uint64

+ type Config struct

+ Config any

+ Enabled bool

+ Type VectorStoreType

+ func (c *Config) UnmarshalJSON(data []byte) error

+ type RedisClusterConfig struct

+ Addrs []string

+ ConnMaxIdleTime time.Duration

+ ConnMaxLifetime time.Duration

+ ContextTimeout time.Duration

+ DialTimeout time.Duration

+ MaxIdleConns int

+ MaxRedirects int

+ MinIdleConns int

+ Password string

+ PoolSize int

+ ReadOnly bool

+ ReadTimeout time.Duration

+ RouteByLatency bool

+ RouteRandomly bool

+ Username string

+ WriteTimeout time.Duration

+ type RedisClusterStore struct

+ func (s *RedisClusterStore) Add(ctx context.Context, key string, value string, ttl time.Duration) error

+ func (s *RedisClusterStore) Close(ctx context.Context) error

+ func (s *RedisClusterStore) Delete(ctx context.Context, keys []string) error

+ func (s *RedisClusterStore) GetAll(ctx context.Context, pattern string, cursor *string, count int64) ([]string, *string, error)

+ func (s *RedisClusterStore) GetChunk(ctx context.Context, contextKey string) (string, error)

+ func (s *RedisClusterStore) GetChunks(ctx context.Context, chunkKeys []string) ([]any, error)

+ type RedisConfig struct

+ Addr string

+ ConnMaxIdleTime time.Duration

+ ConnMaxLifetime time.Duration

+ ContextTimeout time.Duration

+ DB int

+ DialTimeout time.Duration

+ MaxIdleConns int

+ MinIdleConns int

+ Password string

+ PoolSize int

+ ReadTimeout time.Duration

+ Username string

+ WriteTimeout time.Duration

+ type RedisStore struct

+ func (s *RedisStore) Add(ctx context.Context, key string, value string, ttl time.Duration) error

+ func (s *RedisStore) Close(_ context.Context) error

+ func (s *RedisStore) Delete(ctx context.Context, keys []string) error

+ func (s *RedisStore) GetAll(ctx context.Context, pattern string, cursor *string, count int64) ([]string, *string, error)

+ func (s *RedisStore) GetChunk(ctx context.Context, contextKey string) (string, error)

+ func (s *RedisStore) GetChunks(ctx context.Context, chunkKeys []string) ([]any, error)

+ type VectorStore interface

+ Add func(ctx context.Context, key string, value string, ttl time.Duration) error

+ Close func(ctx context.Context) error

+ Delete func(ctx context.Context, keys []string) error

+ GetAll func(ctx context.Context, pattern string, cursor *string, count int64) ([]string, *string, error)

+ GetChunk func(ctx context.Context, contextKey string) (string, error)

+ GetChunks func(ctx context.Context, chunkKeys []string) ([]any, error)

+ func NewVectorStore(ctx context.Context, config *Config, logger schemas.Logger) (VectorStore, error)

+ type VectorStoreType string

+ const VectorStoreTypeRedis

+ const VectorStoreTypeRedisCluster