Tag: vector databases

RAG with Vector Databases: Fixing Hallucinations with Embeddings and HNSW
RAG with Vector Databases: Fixing Hallucinations with Embeddings and HNSW

Tamara Weed, Sep, 18 2026

Discover how RAG with vector databases fixes LLM hallucinations. Learn about embeddings, HNSW indexing, and filtering for accurate AI retrieval.

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Enterprise Technology

Tags:

RAG vector databases HNSW embeddings generative AI
Memory and State Management for Persistent LLM Agents: A Practical Guide
Memory and State Management for Persistent LLM Agents: A Practical Guide

Tamara Weed, Jun, 20 2026

Learn how to build persistent LLM agents with robust memory and state management. Explore vector databases, RLEM, and frameworks like Mem0 and LangChain for long-term retention.

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Enterprise Technology

Tags:

LLM agent memory persistent state management vector databases RLEM Mem0
Hybrid Search for RAG: Combining Semantic and Keyword Retrieval for LLMs
Hybrid Search for RAG: Combining Semantic and Keyword Retrieval for LLMs

Tamara Weed, Jun, 2 2026

Learn how Hybrid Search combines semantic and keyword retrieval to fix RAG accuracy issues. Discover BM25 integration, fusion techniques, and real-world benchmarks for LLMs.

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Enterprise Technology

Tags:

hybrid search RAG strategy BM25 algorithm semantic retrieval vector databases
Enterprise Knowledge Management with LLMs: Building Internal Q&A Systems
Enterprise Knowledge Management with LLMs: Building Internal Q&A Systems

Tamara Weed, Mar, 25 2026

Explore how Large Language Models transform enterprise knowledge management by turning static documents into dynamic Q&A systems. Learn about RAG architecture, security challenges, and implementation costs.

Categories:

Enterprise Technology

Tags:

LLM knowledge management enterprise Q&A internal documents RAG architecture vector databases

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