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AI & LLM Engineering · LangChain · By Orchestra-Research

6 skills found.
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1

Sets up FAISS for fast nearest-neighbor search over large collections of dense vectors, choosing between Flat, IVF, HNSW and product quantization indexes.

Orchestra-Research/AI-Research-SKILLs13k6 repos~1.3kAutomated safety check: PassMIT3 mo ago
2

Shows how to use Pinecone, a managed vector database, for production RAG, semantic search and recommendations: indexes, upserts, queries, filters and namespaces.

Orchestra-Research/AI-Research-SKILLs13k5 repos~2kAutomated safety check: PassMIT3 mo ago
3

Multi-agent orchestration framework for autonomous AI collaboration.

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.4kAutomated safety check: PassMIT3 mo ago
4

Framework for building LLM-powered applications with agents, chains, and RAG.

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.2kAutomated safety check: PassMIT3 mo ago
5

Sets up Arize Phoenix to trace, evaluate and monitor LLM applications, with instrumentation for OpenAI, LangChain and LlamaIndex and a self-hosted server.

Orchestra-Research/AI-Research-SKILLs13k2 repos~2.9kAutomated safety check: PassMIT3 mo ago
6

Generates text embeddings locally with the sentence-transformers library for RAG, semantic search, clustering and similarity, with model picks for general, multilingual and legal text.

Orchestra-Research/AI-Research-SKILLs13k2 repos~1.6kAutomated safety check: PassMIT3 mo ago