Stories by dmezzetti

LLMs are not the only way

Show HN: txtai: open-source, production-focused vector search and RAG

Agentless: Demystifying LLM-Based Software Engineering Agents

Txtai – A Strong Alternative to ChromaDB and LangChain for Vector Search and RAG

GraphRAG with Wikipedia

Introducing the Semantic Graph (2022)

LM Format Enforcer: Enforce the output format of a language model

txtai: Vector search, Knowledge Graphs, RAG and LLM workflows locally run

NuExtract: A LLM for Structured Extraction

Gemma 2 Trained on LMSYS?

Context-Augmented Retrieval: A Novel Framework for Fast Information Retrieval

Getting Started with RAG

SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code

Introduction to Matryoshka Embedding Models with Sentence Transformers

Graph query language for Python-NetworkX

Graph RAG for Wikipedia and ArXiv

Search NetworkX graph networks using openCypher queries

txtai – an embeddings database for semantic search, graph networks and RAG

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