#vector database
7 articles with this tag
Agent Development
How to Use AutoGen with Milvus (Vector Database Memory)
Integrate Milvus vector database with AutoGen agents for large-scale persistent memory. Full setup guide with LangChain integration and vector DB comparison table.
May 31, 2026 11 min read
Agent Development
5 AutoGPT Memory Types (Vector, Redis, File, Conversation)
Compare AutoGPT's 5 memory backends — local file, Redis, Pinecone, Milvus, and Weaviate. Choose the right one for speed, cost, and persistence needs.
May 31, 2026 10 min read
Agent Development
How to Set Up AutoGPT with Pinecone (Persistent Memory)
Step-by-step guide to configuring AutoGPT with Pinecone for persistent long-term memory. Covers Pinecone setup, memory.json config, and memory_backend settings.
May 31, 2026 9 min read
Agent Development
How to Use LangChain with LanceDB (Serverless Embeddings)
Set up LanceDB as a serverless, open-source vector database with LangChain. Covers local and cloud modes, IVF_PQ indexing, ANN search, and a full RAG example.
May 31, 2026 14 min read
Agent Development
How to Use LangChain with Pinecone Serverless (Cloud RAG)
Deploy cloud-native RAG with LangChain and Pinecone Serverless. Complete guide covering setup, upsert, query, namespaces, metadata filtering, and cost estimates.
May 31, 2026 11 min read
Agent Development
7 Vector Stores Compatible with LangChain (Ranked 2026)
Compare Pinecone, Weaviate, FAISS, Chroma, Milvus, Qdrant, and PGVector for LangChain RAG — with code snippets, cost breakdown, and honest recommendations.
May 31, 2026 12 min read
Agent Development
How to Use LangChain with Weaviate (Hybrid Search 2026)
Connect LangChain to Weaviate for hybrid vector and keyword search. Covers local and cloud setup, nearText, BM25, metadata filtering, and a comparison table.
May 31, 2026 11 min read
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