#embeddings
4 articles with this tag
Agent Development
How to Use LangChain with ChromaDB (Local Vector Store)
Use LangChain with ChromaDB for persistent local embeddings — setup, metadata filtering, similarity search, and collection management with full Python code.
May 31, 2026 11 min read
Agent Development
10 LangChain Document Compressors to Reduce Context Length
Learn 10 LangChain document compressors that slash context length, cut LLM costs, and keep RAG pipelines fast and accurate in production.
May 31, 2026 14 min read
Agent Development
7 LangChain Document Transformers (Splitters, Filters, Embeddings)
Master LangChain document transformers to preprocess documents for RAG — splitters, filters, embeddings, and redundancy removal in Python.
May 31, 2026 15 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
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