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⭐ Core Concepts
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☔ Feedback Functions
⟁ RAG Triad
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providers
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Advanced Evaluation Methods
GroundTruth evaluation for LlamaIndex applications
LlamaIndex Hybrid Retriever + Reranking + Guardrails
Evaluating Multi-Modal RAG
Query Planning in LlamaIndex
Measuring Retrieval Quality
LlamaIndex Stream
Nemoguardrails
Nemoguardrails
Feedback functions in NeMo Guardrails apps
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Openai assistants
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Models
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Anthropic
Anthropic
Anthropic Quickstart
Claude 3 Quickstart
Azure
Azure
Azure OpenAI LangChain Quickstart
Azure OpenAI Llama Index Quickstart
Bedrock
Bedrock
AWS Bedrock
Deploy, Fine-tune Foundation Models with AWS Sagemaker, Iterate and Monitor with TruEra
Google
Google
Multi-modal LLMs and Multimodal RAG with Gemini
Google Vertex
local and OSS models
local and OSS models
Vectara HHEM Evaluator Quickstart
LiteLLM Quickstart
Local vs Remote Huggingface Feedback Functions
Ollama Quickstart
Snowflake cortex
Snowflake cortex
❄️ Snowflake Arctic Quickstart with Cortex LLM Functions
Cortex Finetuning Experiments
Use cases
Use cases
Language Verification
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PII Detection
❄️ Snowflake with Key-Pair Authentication
Evaluating Summarization with TruLens
Iterate on rag
Iterate on rag
Iterating on LLM Apps with TruLens
Iterating on LLM Apps with TruLens
Iterating on LLM Apps with TruLens
Iterating on LLM Apps with TruLens
Iterating on LLM Apps with TruLens
Vector stores
Vector stores
Faiss
Faiss
LangChain with FAISS Vector DB
Milvus
Milvus
Iterating with RAG on Milvus
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Mongodb
Mongodb
Atlas quickstart
Pinecone
Pinecone
Pinecone Configuration Choices on Downstream App Performance
Simple Pinecone setup with LlamaIndex + Eval
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2024
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trulens.feedback.v2.provider
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