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12 posts
Your custom AI agent is built on a foundation of decaying knowledge, making it less reliable every day. This isn't just a minor bug; it's a fundamental flaw that most users completely miss.
Your favorite YouTube channels are black boxes of unstructured knowledge. A new standard finally lets your AI agent search, cite, and synthesize every video.
A practical, no-hype comparison of the leading open source vector databases in 2026 -- Weaviate, Qdrant, Milvus, pgvector, and Chroma -- with guidance on which one actually fits your workload.
A practical, honest comparison of the leading embedding model APIs for retrieval and RAG in 2026 - OpenAI, Voyage AI, Cohere, Jina Embeddings, and Google Gemini Embedding - with guidance on which to pick for your use case.
A practical, honest comparison of the leading retrieval-augmented generation frameworks in 2026 -- LlamaIndex, LangChain, Haystack, DSPy, and managed alternatives like Vectara -- with guidance on which to pick based on your actual use case.
MongoDB just automated vector embeddings, eliminating the need for complex pipelines. Discover how its new 'auto-embed' feature lets you build powerful semantic search with virtually zero code.
Building AI apps often means juggling separate databases, RAG pipelines, and agent workflows. A new platform called Powabase integrates everything on top of Postgres, promising to eliminate the complexity.
Most AI pipelines fail because of messy data, not bad models. Discover MarkItDown, the one-line command from Microsoft that cleans your data and eliminates LLM hallucinations for good.
An AI is now writing, reviewing, and merging its own code with zero human help. Discover the 'Dark Factory' project that's changing software development forever.
Your team wastes hours digging through documents for simple answers. Google just released a free AI tool that finds exact information with page numbers in seconds.
Building reliable RAG systems is often a complex mess of competing tools. Discover the minimalist Python stack—MongoDB, Pydantic AI, and Docling—that delivers powerful hybrid search without the headache.
OpenAI just integrated RAG and web search directly into its API, eliminating complex setups. This article shows you how to leverage this feature in n8n to build powerful AI agents in minutes, not days.
