Langchain

entities · 15 notes linked

Related: AI Agents · Large Language Models · Retrieval Augmented Generation · Openai · Agentic Coding · Chatgpt · Prompt Engineering · LLM Evaluation

Notes

• BAAI/bge-reranker-base · Hugging Face — BAAI BGE cross-encoder reranker for RAG retrieval pipelines
• Chat with your data using OpenAI, Pinecone, Airbyte and Langchain — RAG pipeline tutorial with Airbyte and Pinecone
• Evaluating RAG pipelines with Ragas + LangSmith — Reference-free RAG evaluation using Ragas and LangSmith
• Fine-tuning ChatGPT: Surpassing GPT-4 Summarization Performance — 63% Cost Reduction and 11x Speed Enhancement using Synthetic Data and LangSmith — Fine-tuned ChatGPT beats GPT-4 summarization at 63% lower cost and 11x faster using chain-of-density synthetic data
• GitHub - garg-ankush/scipe: SCIPE is a powerful tool for evaluating and diagnosing LLM (Large Language Model) graphs or chains. — Python tool for root-cause diagnosis of failing LLM chain nodes
• How I Automate Grading With LangChain And GPT-4 — LangChain GPT-4 pipeline automating bootcamp homework grading
• How to Design a Production-Grade Multi-Agent Communication System Using LangGraph Structured Message Bus, ACP Logging, and Persistent Shared State Architecture — LangGraph tutorial building ACP message bus with Planner-Executor-Validator agents
• How to Use RLMs in Deep Agents — Recursive language models combat context rot via programmatic subagent orchestration
• Llamar.ai: A deep dive into the (in)feasibility of RAG with LLMs — RAG product prototype built and shut down due to GPT-4 API cost infeasibility
• MCP: The Missing Link Between AI Agents and APIs — MCP standardizes how AI agents access external APIs
• Must-Have Prompt Engineering Skills for 2024 — In-demand prompt engineering skills, platforms, and tools
• PocketFlow: 100-line LLM framework — Minimalist 100-line graph-based LLM agent framework
• Re-implementing LangChain in 100 lines of code — Hacker News debate over LangChain's abstraction value
• SCIPE - Systematic Chain Improvement and Problem Evaluation — LangChain-featured tool for identifying failing nodes in LLM chains
• The Machine Learning Practitioner's Guide to Agentic AI Systems - MachineLearningMastery.com — Roadmap for ML practitioners transitioning to production agentic systems