Python
All Tools for Vector Search and LLM in One Python Library
txtai is an all-in-one Python library combining vector database, hybrid search with SQL, graph analytics, and LLM orchestration for RAG pipelines.
#retrieval-augmented-generation
3 projects Python
How to Get Rid of the Container Zoo When Building AI Agents with SIE
Building AI agents with local LLMs? SIE (Superlinked Inference Engine) consolidates multiple inference servers into one, cutting GPU costs and simplifying your container setup.
Python
Knowledge Graphs Instead of Gigabytes of Embeddings for Code Analysis in Monorepos
Developer Vitaliy built code-graph-rag to replace vector search with knowledge graphs for monorepo code analysis. It uses Tree-sitter, Memgraph, and Qdrant to understand code structure.