{"id":73059,"date":"2025-11-29T16:48:24","date_gmt":"2025-11-29T08:48:24","guid":{"rendered":"https:\/\/aicats.wiki\/?p=73059"},"modified":"2025-11-29T16:48:24","modified_gmt":"2025-11-29T08:48:24","slug":"2025%e5%b9%b4%e5%90%91%e9%87%8f%e8%b3%87%e6%96%99%e5%ba%ab%e5%8d%81%e5%a4%a7%e6%8e%a8%e8%96%a6%ef%bc%9a%e9%ab%98%e6%95%88%e7%ae%a1%e7%90%86%e6%b5%b7%e9%87%8f%e9%9d%9e%e7%b5%90%e6%a7%8b%e5%8c%96","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/11\/29\/73059-html","title":{"rendered":"2025\u5e74\u5411\u91cf\u8cc7\u6599\u5eab\u5341\u5927\u63a8\u85a6\uff1a\u9ad8\u6548\u7ba1\u7406\u5927\u91cf\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u7684\u5fc5\u5099\u5de5\u5177\u6e05\u55ae"},"content":{"rendered":"

2025\u5e74\uff0c\u5411\u91cf\u8cc7\u6599\u5eab<\/a>\u6210\u4e3aAI<\/a>\u4e0e\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\uff0c\u9ad8\u6548\u7ba1\u7406\u6d77\u91cf\u975e\u7d50\u69cb\u5316\u6578\u64da<\/strong>\u7684\u95dc\u9375\u57fa\u790e\u8a2d\u65bd\u3002<\/strong> \u672c\u6587\u6574\u7406\u4e86\u696d\u754c\u6700\u5177\u4ee3\u8868\u6027\u768410\u5927\u5411\u91cf\u8cc7\u6599\u5eab\u53ca\u76f8\u95dc\u5de5\u5177\uff0c\u6db5\u84cb\u958b\u6e90\u3001\u5546\u696d\u3001\u591a\u6a21\u614b\u3001\u570b\u7522\u5316\u7b49\u5178\u578b\u5834\u666f\u3002Milvus\u3001Pinecone\u3001\u817e\u8baf\u4e91VectorDB\u7b49\u4ea7\u54c1\u5bf9AI<\/a>\u68c0\u7d22\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u6570\u636e\u667a\u80fd\u5347\u7ea7\u7b49\u9700\u6c42\u63d0\u4f9b\u4e86\u5b9e\u7528\u4e14\u9ad8\u6027\u80fd\u7684\u9009\u62e9\u3002<\/strong> \u6587\u7ae0\u4e5f\u6bd4\u8f03\u5206\u6790\u5404\u8cc7\u6599\u5eab\u90e8\u7f72\u6a21\u5f0f\u3001\u6280\u8853\u7279\u6027\u8207\u61c9\u7528\u5834\u666f\uff0c\u5354\u52a9\u4f01\u696d\u3001\u7814\u767c\u5718\u968a\u7cbe\u6e96\u9078\u578b\uff0c\u6253\u9020\u8207\u81ea\u8eab\u696d\u52d9\u5834\u666f\u9ad8\u5ea6\u76f8\u7b26\u7684\u667a\u6167\u8cc7\u6599\u5e95\u5ea7\u3002<\/p>\n\n\n\n

\"2025\u5e74\u5411\u91cf\u8cc7\u6599\u5eab\u5341\u5927\u63a8\u85a6\uff1a\u9ad8\u6548\u7ba1\u7406\u5927\u91cf\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u7684\u5fc5\u5099\u5de5\u5177\u6e05\u55ae\"<\/figure>\n\n\n\n

\u5411\u91cf\u8cc7\u6599\u5eab\u6280\u8853\u8108\u7d61\u8207\u5e02\u5834\u80cc\u666f<\/h2>\n\n\n\n

\u96a8\u8457AI\u80fd\u529b\u7684\u6975\u5927\u63d0\u5347\uff0c\u975e\u7d50\u69cb\u5316\u6578\u64da<\/strong>\uff08\u5982\u6587\u5b57\u3001\u5716\u50cf\u3001\u97f3\u8a0a\u7b49\uff09\u5728\u4f01\u696d\u4e2d\u7684\u4f54\u6bd4\u4e0d\u65b7\u589e\u52a0\uff0c\u50b3\u7d71\u7684\u95dc\u4fc2\u578b\u8cc7\u6599\u5eab\u5df2\u96e3\u4ee5\u52dd\u4efb\u8a9e\u610f\u6aa2\u7d22\u548c\u8907\u96dc\u7684\u8cc7\u6599\u5206\u6790\u9700\u6c42\u3002\u5411\u91cf\u8cc7\u6599\u5eab<\/strong>\u5c08\u70ba\u9ad8\u7dad\u5411\u91cf\u8cc7\u6599\u8a2d\u8a08\uff0c\u81f4\u529b\u65bc\u300c\u8a9e\u610f\u76f8\u4f3c\u6027\u641c\u5c0b\u300d\uff0d\u5373\u7528AI\u6a21\u578b\u5c07\u6587\u5b57\/\u5167\u5bb9\u8f49\u63db\u70ba\u5411\u91cf\u5f8c\uff0c\u9032\u884c\u5feb\u901f\u8fd1\u4f3c\u9130\u5c45\u6aa2\u7d22\u3002\u5f9e\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u641c\u5c0b\u63a8\u85a6\uff0c\u5230RAG\uff08\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u7b49\u9818\u57df\uff0c\u5411\u91cf\u8cc7\u6599\u5eab\u52a9\u529b\u4f01\u696d\u9ad8\u6548\u8655\u7406\u591a\u6a21\u614b\u5927\u6578\u64da\uff0c\u5927\u5e45\u63d0\u5347\u667a\u6167\u6aa2\u7d22\u8207\u5206\u6790\u80fd\u529b\u3002<\/p>\n\n\n\n

\n\n\n\n

\u4e00\u89bd\u8868\uff1a2025\u5e74\u5341\u5927\u5411\u91cf\u8cc7\u6599\u5eab\u4e3b\u8981\u7279\u6027<\/h2>\n\n\n\n
\u5e8f\u865f<\/th>\u8cc7\u6599\u5eab\/\u670d\u52d9\u540d<\/th>\u958b\u6e90\/\u5546\u696d<\/th>\u90e8\u7f72\u6a21\u5f0f<\/th>\u8cc7\u6599\u898f\u6a21\u5178\u578b<\/th>\u591a\u6a21\u614b\u652f\u6301<\/th>\u9069\u5408\u5834\u666f<\/th><\/tr>
1<\/td>Milvus<\/td>\u958b\u6e90\/\u5546\u696d<\/td>\u672c\u5730\/\u96f2\u7aef\/\u6df7\u5408<\/td>\u5341\u5104\u7d1a<\/td>\u6709<\/td>\u4f01\u696dAI\u6aa2\u7d22\uff0c\u5927\u6a21\u578bRAG<\/td><\/tr>
2<\/td>Pinecone<\/td>\u5546\u696d\uff08\u96f2\u7aef\uff09<\/td>\u96f2\u7aef\u539f\u751f<\/td>\u5341\u5104\u7d1a<\/td>\u6709<\/td>\u8a17\u7ba1\u65b9\u6848\uff0cSaaS\u61c9\u7528<\/td><\/tr>
3<\/td>\u9a30\u8a0a\u96f2\u7aefVectorDB<\/td>\u5546\u696d<\/td>\u96f2\u7aef\/\u672c\u5730<\/td>\u5343\u5104\u7d1a<\/td>\u6709<\/td>\u570b\u7522\u5408\u898f\uff0c\u653f\u4f01RAG<\/td><\/tr>
4<\/td>Qdrant<\/td>\u958b\u6e90\/\u5546\u696d<\/td>\u672c\u5730\/\u96f2\u7aef<\/td>\u5341\u5104\u7d1a<\/td>\u6709<\/td>\u667a\u80fd\u63a8\u85a6\uff0c\u9ad8\u4e26\u767c<\/td><\/tr>
5<\/td>Weaviate<\/td>\u958b\u6e90\/\u5546\u696d<\/td>\u672c\u5730\/\u96f2\u7aef<\/td>\u5341\u5104\u7d1a<\/td>\u5f3a<\/td>\u591a\u6a21\u614b\u77e5\u8b58\u5eab\uff0c\u667a\u6167\u52a9\u624b<\/td><\/tr>
6<\/td>Chroma<\/td>\u958b\u6e90<\/td>\u672c\u5730<\/td>\u767e\u842c\u7d1a<\/td>\u65e0<\/td>\u539f\u578b\u958b\u767c\uff0c\u5b78\u7814\u5be6\u8e10<\/td><\/tr>
7<\/td>Faiss<\/td>\u958b\u6e90\uff08\u5eab\uff09<\/td>\u672c\u5730<\/td>\u5341\u5104\u7d1a<\/td>\u65e0<\/td>\u6f14\u7b97\u6cd5\u7814\u7a76\uff0c\u5e95\u5c64\u5f15\u64ce<\/td><\/tr>
8<\/td>LanceDB<\/td>\u958b\u6e90\/\u5546\u696d<\/td>\u672c\u5730\/\u96f2\u7aef<\/td>\u5341\u5104\u7d1a<\/td>\u6709<\/td>\u8cc7\u6599\u6e56\uff0c\u5927\u6578\u64da\u6cbb\u7406<\/td><\/tr>
9<\/td>MongoDB Atlas Search<\/td>\u5546\u696d<\/td>\u4e91<\/td>\u5104\u7d1a<\/td>\u6709<\/td>\u6587\u6a94\u5eab\u5347\u7d1aAI\u641c\u5c0b<\/td><\/tr>
10<\/td>PostgreSQL (pgvector)<\/td>\u958b\u6e90<\/td>\u672c\u5730\/\u96f2\u7aef<\/td>\u767e\u842c\u7d1a<\/td>\u65e0<\/td>SQL\u6f38\u9032AI\u5347\u7d1a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n\n\n\n

2025\u5341\u5927\u5411\u91cf\u8cc7\u6599\u5eab\u6df1\u5ea6\u89e3\u6790<\/h2>\n\n\n\n

Milvus<\/h3>\n\n\n\n

Milvus<\/strong> \u662f\u5168\u7403\u61c9\u7528\u6700\u5ee3\u6cdb\u7684\u958b\u6e90\u5411\u91cf\u8cc7\u6599\u5eab\uff0c\u5177\u5099\u5206\u6563\u5f0f\u3001\u9ad8\u5bb9\u932f\u3001\u8d85\u5927\u898f\u6a21<\/strong>\u7b49\u6280\u8853\u512a\u52e2\u3002\u539f\u751f\u652f\u63f4HNSW\u3001IVF-PQ\u7b49\u7d22\u5f15\uff0c\u4e14\u5c0dGPU\u6709\u5f37\u529b\u512a\u5316\uff0c\u88ab\u8996\u70ba\u4f01\u696d\u7d1aAI\u6aa2\u7d22\u3001\u5927\u5206\u5b50\u641c\u5c0b\u7b49\u5834\u666f\u7684\u300c\u6a19\u914d\u300d\u3002<\/p>\n\n\n\n

\"Milvus\u5b98\u7db2\u622a\u5716\"
\u5716\uff0fMilvus\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n
\u4e3b\u8981\u8a9e\u8a00<\/th>\u90e8\u7f72<\/th>\u6700\u5927\u5411\u91cf<\/th>\u6548\u80fd<\/th>\u61c9\u7528<\/th><\/tr>
C++\u3001Go<\/td>\u96f2\u7aef\u3001\u672c\u5730\u3001K8s\u3001\u6df7\u5408<\/td>\u5341\u5104\u7d1a<\/td>\u5206\u6563\u5f0f\u5132\u5b58\u3001GPU\u652f\u6301<\/td>\u667a\u6167\u6aa2\u7d22\u3001\u751f\u7269\u641c\u5c0b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Pinecone<\/h3>\n\n\n\n

Pinecone<\/strong> \u662f\u5317\u7f8e\u6700\u77e5\u540d\u96f2\u7aef\u539f\u751f\u5411\u91cf\u8cc7\u6599\u5eab\uff0c\u5168\u8a17\u7ba1Serverless\u3001API\u9a45\u52d5\u3001\u5f48\u6027\u64f4\u5145<\/strong>\u3002\u64c1\u6709\u81ea\u52d5\u5206\u5340\uff0c\u5feb\u901f\u5f48\u6027\uff0c\u5c0dSaaS\u3001RAG\u3001AI\u554f\u7b54\u7b49\u5834\u666f\u6975\u70ba\u53cb\u5584\u3002<\/p>\n\n\n\n

\"Pinecone\u5b98\u7db2\u622a\u5716\"
\u5716\uff0fPinecone\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n
\u670d\u52d9\u6a21\u5f0f<\/th>\u5ef6\u9072<\/th>\u8a08\u8cbb<\/th>\u5b89\u5168<\/th>\u9069\u914d\u4eba\u7fa4<\/th><\/tr>
\u5168\u8a17\u7ba1<\/td><100ms<\/td>\u6309API\u7528\u91cf<\/td>\u8cc7\u6599\u52a0\u5bc6\u5408\u898f<\/td>SaaS\u3001\u4e2d\u5c0fAI\u4f01\u696d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u9a30\u8a0a\u96f2\u7aefVectorDB<\/h3>\n\n\n\n

\u9a30\u8a0a\u96f2\u7aefVectorDB<\/strong> \u662f\u4e2d\u570b\u539f\u751f\u6700\u5927\u578b\u3001\u6700\u5408\u898f\u7684\u5411\u91cf\u8cc7\u6599\u5eab\uff0c\u8cc7\u6599\u5eab\u55ae\u4e00\u7d22\u5f15\u53ef\u9054\u5343\u5104\u7d1a\u5411\u91cf<\/strong>\u3002\u7279\u5225\u9069\u5408\u653f\u4f01\u3001\u91d1\u878d\u8207\u570b\u7522\u5316\u8edf\u786c\u9ad4\u5408\u898f\u9700\u6c42\u3002<\/p>\n\n\n\n

\"\u9a30\u8a0a\u96f2\u7aefVectorDB\u5b98\u7db2\u622a\u5716\"
\u5716\uff0f\u9a30\u8a0a\u96f2\u7aefVectorDB\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n
\u90e8\u7f72\u5834\u666f<\/th>\u5bb9\u91cf<\/th>RAG\u652f\u63f4<\/th>\u696d\u754c\u5ba2\u88fd<\/th>\u751f\u614b\u76f8\u5bb9<\/th><\/tr>
\u96f2\u7aef\u3001\u672c\u5730\u3001\u6df7\u5408<\/td>\u5343\u5104\u5411\u91cf<\/td>\u539f\u751f\u652f\u63f4<\/td>\u91d1\u878d\u3001\u653f\u52d9<\/td>\u96f2\u7aef\u539f\u751f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Qdrant<\/h3>\n\n\n\n

Qdrant<\/strong> \u63a1\u7528Rust\u958b\u767c\uff0c\u9069\u5408\u9ad8\u4e26\u767c\u667a\u6167\u63a8\u85a6\u3001\u96fb\u5546\u5ee3\u544a\u7b49\u5834\u666f\uff0c\u4e26\u652f\u63f4\u6df7\u5408\u67e5\u8a62\u8207\u5730\u7406\u904e\u6ffe\u3002\u5206\u6563\u5f0f\u3001\u6548\u80fd\u9818\u5148\uff0c\u9069\u5408\u6975\u81f4\u58d3\u69a8\u5834\u666f\u3002<\/p>\n\n\n\n

\"Qdrant\u5b98\u7db2\u622a\u5716\"
\u5716\uff0fQdrant\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

Weaviate<\/h3>\n\n\n\n

Weaviate<\/strong> \u6574\u5408\u4e86\u5411\u91cf\u8cc7\u6599\u5eab\u8207\u77e5\u8b58\u5716\u8b5c\uff0c\u539f\u751f\u652f\u63f4\u591a\u6a21\u614b\u5411\u91cf\uff08\u6587\u5b57\u3001\u5716\u7247\u3001\u97f3\u8a0a\u3001\u5f71\u7247\uff09\uff0cAPI\u53ef\u9078RESTful\u6216GraphQL\uff0c\u7372\u4e3b\u6d41\u516c\u6709\u96f2\u9752\u775e\uff0c\u662f\u591a\u6a21\u614b\u77e5\u8b58\u5eab\u65b0\u5bf5\u3002<\/p>\n\n\n\n

\"Weaviate\u5b98\u7db2\u622a\u5716\"
\u5716\uff0fWeaviate\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

Chroma<\/h3>\n\n\n\n

Chroma<\/strong> \u662f\u8f15\u91cf\u7d1a\u5d4c\u5165\u5f0f\u5411\u91cf\u8cc7\u6599\u5eab\uff0cPython\u70ba\u4e3b\uff0c\u5feb\u901f\u642d\u539f\u578b\u548c\u5c0f\u898f\u6a21RAG\u5be6\u9a57\uff0c\u4e0a\u624b\u5feb\uff0c\u9069\u5408\u5b78\u7814\u958b\u767c\u8005\u5617\u8a66\u3002<\/p>\n\n\n\n

\"Chroma\u5b98\u7db2\u622a\u5716\"
\u5716\uff0fChroma\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

Faiss<\/h3>\n\n\n\n

Faiss<\/strong> \u662fMeta\u958b\u6e90\u7684\u9ad8\u6548\u80fd\u5411\u91cf\u76f8\u4f3c\u51fd\u5f0f\u5eab\uff0c\u5e38\u7528\u65bcMilvus\u3001Chroma\u7b49\u7522\u696d\u5e95\u5c64\uff0c\u662f\u5b78\u8853\u7814\u7a76\u548c\u5de5\u7a0b\u754c\u7684\u6a19\u914d\u5f15\u64ce\u3002<\/p>\n\n\n\n

\"Image\"
\u5716\uff0fFaiss\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

LanceDB<\/h3>\n\n\n\n

LanceDB<\/strong> \u6ce8\u91cdAI\u5927\u8cc7\u6599\u6e56\uff0c\u652f\u63f4Spark\u3001Pandas\u7b49\u751f\u614b\u6574\u5408\uff0c\u65b9\u4fbf\u8cc7\u6599\u6d41\u5f0f\u6cbb\u7406\u8207\u6578\u5009+\u5411\u91cf\u6aa2\u7d22\u3002<\/p>\n\n\n\n

\"LanceDB\u5b98\u7db2\u9996\u9801\u622a\u5716\"
\u5716\uff0fLanceDB\u5b98\u7db2\u9996\u9801\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

MongoDB Atlas Search<\/h3>\n\n\n\n

MongoDB Atlas Search<\/strong> \u5728\u50b3\u7d71\u6587\u6a94\u8cc7\u6599\u5eab\u57fa\u790e\u4e0a\u5f15\u5165\u5411\u91cf\u7d22\u5f15\uff0c\u4f01\u696d\u73fe\u6709\u8cc7\u6599\u7121\u7e2b\u5347\u7d1aAI\u6aa2\u7d22\uff0c\u4fbf\u6377\u53c8\u6709\u6548\u7387\u3002<\/p>\n\n\n\n

\"MongoDB
\u5716\uff0fMongoDB Atlas Search\u5b98\u7db2\u9996\u9801\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

PostgreSQL (pgvector)<\/h3>\n\n\n\n

PostgreSQL<\/strong> \u4f7f\u7528pgvector\u5916\u639b\u5f8c\uff0c\u539f\u751fSQL\u5373\u53ef\u652f\u63f4\u9ad8\u7dad\u5ea6\u5411\u91cf\u8fd1\u9130\u6aa2\u7d22\uff0c\u76f8\u5bb9\u820a\u696d\u52d9\uff0c\u90e8\u7f72\u9580\u6abb\u4f4e\uff0c\u591a\u7522\u696d\u9996\u9078\u3002<\/p>\n\n\n\n

\"PostgreSQL
\u5716\uff0fPostgreSQL (pgvector)\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n
\n\n\n\n

\u9078\u578b\u6a6b\u5411\u5c0d\u6bd4\u8207\u61c9\u7528\u5efa\u8b70<\/h2>\n\n\n\n
\u9700\u6c42\u5834\u666f<\/th>\u512a\u9078\u8cc7\u6599\u5eab<\/th><\/tr>
\u8d85\u5927\u898f\u6a21\u591a\u6a21\u614b\u77e5\u8b58\u5eab<\/td>Milvus\u3001\u9a30\u8a0a\u96f2VectorDB\u3001Weaviate<\/td><\/tr>
\u8f15\u91cf\u958b\u767c\u3001\u5be6\u9a57RAG<\/td>Chroma\u3001Faiss<\/td><\/tr>
\u96f2\u7aef\u539f\u751f\u8a17\u7ba1<\/td>Pinecone\u3001Weaviate<\/td><\/tr>
\u570b\u7522\u5316\u5408\u898f<\/td>\u9a30\u8a0a\u96f2\u7aefVectorDB<\/td><\/tr>
SQL\u7cfb\u7d71\u6f38\u9032\u5347\u7d1a<\/td>PostgreSQL (pgvector)\u3001MongoDB Atlas<\/td><\/tr>
\u8cc7\u6599\u6e56\/\u6d41\u8cc7\u6599\u6574\u5408<\/td>LanceDB<\/td><\/tr>
\u9ad8\u4e26\u767c\u63a8\u85a6<\/td>Qdrant<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n\n\n\n

\u696d\u5167\u8da8\u52e2\u8207\u6280\u8853\u9078\u578b\u6d1e\u5bdf<\/h2>\n\n\n\n
    \n
  • \u591a\u6a21\u614b\u8cc7\u6599\u7d71\u4e00\u6aa2\u7d22\u6210\u4e3b\u6d41<\/strong>\uff0c\u5982Weaviate\u3001Milvus\u7b49\u7522\u54c1\u63a8\u52d5\u6587\u5b57\/\u5716\u7247\/\u97f3\u8a0a\u7b49\u4e00\u9ad4\u5316\u7ba1\u7406\u3002<\/li>\n\n\n\n
  • \u5f48\u6027\u5206\u6563\u5f0f\u80fd\u529b\u6210\u70ba\u525b\u9700<\/strong>\uff0c\u8cc7\u6599\u96c6\u5bb9\u91cf\u5343\u842c\/\u5104\u7d1a\u6210\u5e38\u614b\uff0cMilvus\u3001\u9a30\u8a0a\u96f2VectorDB\u3001Pinecone\u5728\u64f4\u5c55\u6027\u512a\u52e2\u660e\u986f\u3002<\/li>\n\n\n\n
  • \u570b\u7522\u5316\u8207\u5408\u898f\u9700\u6c42\u63d0\u5347<\/strong>\uff0c\u9a30\u8a0a\u96f2VectorDB\u6210\u70ba\u696d\u754c\u667a\u6167\u653f\u52d9\u3001\u5408\u898f\u9996\u9078\u3002<\/li>\n\n\n\n
  • \u958b\u6e90\u751f\u614b\u8207\u96f2\u7aef\u8a17\u7ba1\u4e26\u884c\u767c\u5c55<\/strong>\uff0cChroma\u3001Qdrant\u9069\u5408\u958b\u767c\u8005\u3001\u5be6\u9a57\u578b\u5718\u968a\uff0c\u4f01\u696d\u53ef\u76f4\u63a5\u4e0a\u96f2Pinecone\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n

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