Pinecone Vector Database
Pinecone 向量数据库与 Delphi 的集成。存储嵌入、执行相似性搜索并构建 AI 驱动的检索系统。
Pinecone 向量数据库与 Delphi 的集成。存储嵌入、执行相似性搜索并构建 AI 驱动的检索系统。
基于 Pinecone 的向量数据库。插入 TsgcAIOpenAIEmbeddings.Database 即可通过 Pinecone REST API 批量更新每个数据块；一次调用即可查询最近邻居。
TsgcAIDatabaseVectorPinecone
Windows, macOS, Linux, iOS, Android
Enterprise（AI 附加模块）
设置 ApiKey + Environment + IndexName，然后与 TsgcAIOpenAIEmbeddings 配对以推送和查询向量。
uses
sgcAI_DB_Vector, sgcAI_DB_Vector_Pinecone, sgcAI_OpenAI_Embeddings;
var
DBPinecone: TsgcAIDatabaseVectorPinecone;
Embeddings: TsgcAIOpenAIEmbeddings;
begin
DBPinecone := TsgcAIDatabaseVectorPinecone.Create(nil);
DBPinecone.PineconeOptions.ApiKey := 'pc-...';
DBPinecone.PineconeOptions.Environment := 'us-west4-gcp-free';
DBPinecone.PineconeIndexOptions.IndexName := 'sgc-embeddings';
DBPinecone.PineconeIndexOptions.ProjectId := 'abcd1234';
// Combine with the OpenAI embeddings component...
Embeddings := TsgcAIOpenAIEmbeddings.Create(nil);
Embeddings.OpenAIOptions.ApiKey := 'sk-...';
Embeddings.Database := DBPinecone;
// ... and ingest a corpus in a single batch upsert
Embeddings.CreateEmbeddingsFromFile('docs.txt');
// Query the nearest neighbour for an arbitrary text
Memo1.Lines.Text := DBPinecone.QueryData(
Embeddings.GetEmbedding('what is sgcWebSockets?', ''));
end;3 个发布属性、4 个方法 — 来自组件参考。
Published properties: PineconeOptions, PineconeIndexOptions.
Published properties: Version.
Methods: BeginAddData, AddData, EndAddData.
Methods: QueryData.
本组件所实现协议的权威参考来源。